From 94c826e884e5c06ab0a2c21aba29525c2065df9b Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Mon, 15 Jan 2024 14:25:46 +0100 Subject: [PATCH 01/95] quick and dirty implementation of diurnal cycle --- .../diag_scripts/monitor/multi_datasets.py | 88 +++++++++++++- .../recipe_model_evaluation_test.yml | 109 ++++++++++++++++++ 2 files changed, 196 insertions(+), 1 deletion(-) create mode 100644 esmvaltool/recipes/model_evaluation/recipe_model_evaluation_test.yml diff --git a/esmvaltool/diag_scripts/monitor/multi_datasets.py b/esmvaltool/diag_scripts/monitor/multi_datasets.py index abfed90f9d..f9f75a4e59 100644 --- a/esmvaltool/diag_scripts/monitor/multi_datasets.py +++ b/esmvaltool/diag_scripts/monitor/multi_datasets.py @@ -674,6 +674,7 @@ def __init__(self, config): self.supported_plot_types = [ 'timeseries', 'annual_cycle', + 'diurnal_cycle', 'map', 'zonal_mean_profile', '1d_profile', @@ -704,6 +705,12 @@ def __init__(self, config): self.plots[plot_type].setdefault('plot_kwargs', {}) self.plots[plot_type].setdefault('pyplot_kwargs', {}) + elif plot_type == 'diurnal_cycle': + self.plots[plot_type].setdefault('gridline_kwargs', {}) + self.plots[plot_type].setdefault('legend_kwargs', {}) + self.plots[plot_type].setdefault('plot_kwargs', {}) + self.plots[plot_type].setdefault('pyplot_kwargs', {}) + elif plot_type == 'map': self.plots[plot_type].setdefault( 'cbar_label', '{short_name} [{units}]') @@ -1070,7 +1077,7 @@ def _get_plot_kwargs(self, plot_type, dataset, bias=False): plot_kwargs[key] = val # Default settings for different plot types - if plot_type in ('timeseries', 'annual_cycle', '1d_profile', + if plot_type in ('timeseries', 'annual_cycle', 'diurnal_cycle', '1d_profile', 'variable_vs_lat'): plot_kwargs.setdefault('label', label) @@ -1798,6 +1805,7 @@ def _check_cube_dimensions(cube, plot_type): """Check that cube has correct dimensional variables.""" expected_dimensions_dict = { 'annual_cycle': (['month_number'],), + 'diurnal_cycle': (['hour'],), 'map': (['latitude', 'longitude'],), 'zonal_mean_profile': (['latitude', 'air_pressure'], ['latitude', 'altitude']), @@ -1815,6 +1823,7 @@ def _check_cube_dimensions(cube, plot_type): expected_dimensions = expected_dimensions_dict[plot_type] for dims in expected_dimensions: cube_dims = [cube.coords(dim, dim_coords=True) for dim in dims] + print(cube_dims) if all(cube_dims) and cube.ndim == len(dims): return dims expected_dims_str = ' or '.join( @@ -2026,6 +2035,82 @@ def create_annual_cycle_plot(self, datasets): provenance_logger.log(plot_path, provenance_record) provenance_logger.log(netcdf_path, provenance_record) + def create_diurnal_cycle_plot(self, datasets): + """Create annual cycle plot.""" + plot_type = 'diurnal_cycle' + if plot_type not in self.plots: + return + + if not datasets: + raise ValueError(f"No input data to plot '{plot_type}' given") + + logger.info("Plotting %s", plot_type) + fig = plt.figure(**self.cfg['figure_kwargs']) + axes = fig.add_subplot() + + # Plot all datasets in one single figure + ancestors = [] + cubes = {} + for dataset in datasets: + ancestors.append(dataset['filename']) + cube = dataset['cube'] + cubes[self._get_label(dataset)] = cube + self._check_cube_dimensions(cube, plot_type) + + # Plot annual cycle + plot_kwargs = self._get_plot_kwargs(plot_type, dataset) + plot_kwargs['axes'] = axes + iris.plot.plot(cube, **plot_kwargs) + + # Default plot appearance + multi_dataset_facets = self._get_multi_dataset_facets(datasets) + axes.set_title(multi_dataset_facets['long_name']) + axes.set_xlabel('Hour') + axes.set_ylabel( + f"{multi_dataset_facets[self.cfg['group_variables_by']]} " + f"[{multi_dataset_facets['units']}]" + ) + axes.set_xticks(range(0, 24), [str(m) for m in range(0, 24)]) + gridline_kwargs = self._get_gridline_kwargs(plot_type) + if gridline_kwargs is not False: + axes.grid(**gridline_kwargs) + + # Legend + legend_kwargs = self.plots[plot_type]['legend_kwargs'] + if legend_kwargs is not False: + axes.legend(**legend_kwargs) + + # Customize plot appearance + self._process_pyplot_kwargs(plot_type, multi_dataset_facets) + + # Save plot + plot_path = self.get_plot_path(plot_type, multi_dataset_facets) + fig.savefig(plot_path, **self.cfg['savefig_kwargs']) + logger.info("Wrote %s", plot_path) + plt.close() + + # Save netCDF file + netcdf_path = get_diagnostic_filename(Path(plot_path).stem, self.cfg) + var_attrs = { + n: datasets[0][n] for n in ('short_name', 'long_name', 'units') + } + io.save_1d_data(cubes, netcdf_path, 'hour', var_attrs) + + # Provenance tracking + caption = (f"Diurnal cycle of {multi_dataset_facets['long_name']} for " + f"various datasets.") + provenance_record = { + 'ancestors': ancestors, + 'authors': ['schlund_manuel'], + 'caption': caption, + 'plot_types': ['seas'], + 'long_names': [var_attrs['long_name']], + } + with ProvenanceLogger(self.cfg) as provenance_logger: + provenance_logger.log(plot_path, provenance_record) + provenance_logger.log(netcdf_path, provenance_record) + + def create_map_plot(self, datasets): """Create map plot.""" plot_type = 'map' @@ -2512,6 +2597,7 @@ def compute(self): logger.info("Processing variable %s", var_key) self.create_timeseries_plot(datasets) self.create_annual_cycle_plot(datasets) + self.create_diurnal_cycle_plot(datasets) self.create_map_plot(datasets) self.create_zonal_mean_profile_plot(datasets) self.create_1d_profile_plot(datasets) diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_evaluation_test.yml b/esmvaltool/recipes/model_evaluation/recipe_model_evaluation_test.yml new file mode 100644 index 0000000000..b052b44784 --- /dev/null +++ b/esmvaltool/recipes/model_evaluation/recipe_model_evaluation_test.yml @@ -0,0 +1,109 @@ +# ESMValTool +--- +documentation: + title: Model evaluation with focus on clouds. + description: > + Plot annual cycles of several cloud-related variables of multi-year simulations. + authors: + - lauer_axel + - schlund_manuel + maintainer: + - lauer_axel + + +# Note: the following models are just examples +datasets: + - {project: CMIP6, dataset: MPI-ESM1-2-HR, exp: historical, ensemble: r1i1p1f1, grid: gn} + - {project: CMIP6, dataset: MPI-ESM1-2-LR, exp: historical, ensemble: r1i1p1f1, grid: gn} + +# Note: for some observational datasets, we use preset time ranges due to +# their limited temporal availability +timerange_for_models: &time_period + timerange: '2001/2001' # can be specified, this is just an example + + +preprocessors: + + pp_global: &global_settings + area_statistics: + operator: mean + climate_statistics: + period: month + + pp_SEPacific: + <<: *global_settings + extract_region: + start_longitude: 265 + end_longitude: 275 + start_latitude: -25 + end_latitude: -5 + mask_landsea: + mask_out: land + + pp_SouthernOcean: + <<: *global_settings + extract_region: + start_longitude: 0 + end_longitude: 360 + start_latitude: -65 + end_latitude: -30 + mask_landsea: + mask_out: land + + pp_StormTracks: + <<: *global_settings + extract_region: + start_longitude: 0 + end_longitude: 360 + start_latitude: 45 + end_latitude: 60 + + pp_diurn_tropics: + custom_order: true + extract_region: + start_longitude: 0 + end_longitude: 360 + start_latitude: -30 + end_latitude: 30 + mask_landsea: + mask_out: land + local_solar_time: + area_statistics: + operator: mean + climate_statistics: + period: hourly + convert_units: + units: mm day-1 + + +diagnostics: + + diurncyc: + description: Plot diurnal cycles including reference datasets. + variables: + pr_tropics: + <<: *time_period + preprocessor: pp_diurn_tropics + short_name: pr + mip: 3hr + additional_datasets: + - {dataset: GPM-IMERG, project: OBS6, type: atmos, version: V06B, tier: 2, mip: E1hr} + scripts: + allplots: + script: monitor/multi_datasets.py + plot_folder: '{plot_dir}' + plot_filename: '{plot_type}_{real_name}_{mip}' + group_variables_by: variable_group + plots: + diurnal_cycle: + legend_kwargs: + loc: upper right + plot_kwargs: + MPI-ESM1-2-HR: + color: C0 + MPI-ESM1-2-LR: + color: C1 + GPM-IMERG: + color: black + pyplot_kwargs: + title: '{short_name}' From 7c7a2e6755ab617d45edfa3fbf4bb236728a3c14 Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Tue, 16 Jan 2024 09:53:41 +0100 Subject: [PATCH 02/95] added diurnal cycle plot to monitor.py --- esmvaltool/diag_scripts/monitor/monitor.py | 69 +++++++++++++++++-- .../diag_scripts/monitor/multi_datasets.py | 19 +++-- 2 files changed, 77 insertions(+), 11 deletions(-) diff --git a/esmvaltool/diag_scripts/monitor/monitor.py b/esmvaltool/diag_scripts/monitor/monitor.py index 59e37b9842..aca59d18e2 100644 --- a/esmvaltool/diag_scripts/monitor/monitor.py +++ b/esmvaltool/diag_scripts/monitor/monitor.py @@ -27,6 +27,11 @@ produce multi panel plots for data with `shape_id` or `region` coordinates of length > 1. Supported coordinates: `time`, `shape_id` (optional) and `region` (optional). + - Diurnal cycle (plot type ``diurnal_cycle``): Generate a diurnal cycle + plot (timeseries like climatological from 0 to 24 hours). It will + produce multi panel plots for data with `shape_id` or `region` + coordinates of length > 1. Supported coordinates: `time`, `shape_id` + (optional) and `region` (optional). Configuration options in recipe ------------------------------- @@ -39,10 +44,10 @@ monitor configuration file can be found :ref:`here `. plots: dict, optional Plot types plotted by this diagnostic (see list above). Dictionary keys - must be ``clim``, ``seasonclim``, ``monclim``, ``timeseries`` or - ``annual_cycle``. Dictionary values are dictionaries used as options for - the corresponding plot. The allowed options for the different plot types - are given below. + must be ``clim``, ``seasonclim``, ``monclim``, ``timeseries``, + ``annual_cycle`` or ``diurnal_cycle``. Dictionary values are dictionaries + used as options for the corresponding plot. The allowed options for the + different plot types are given below. plot_filename: str, optional Filename pattern for the plots. Defaults to ``{plot_type}_{real_name}_{dataset}_{mip}_{exp}_{ensemble}``. @@ -98,6 +103,10 @@ ---------------------------------------------------- None +Configuration options for plot type ``diurnal_cycle`` +----------------------------------------------------- +None + .. hint:: Extra arguments given to the recipe are ignored, so it is safe to use yaml @@ -166,6 +175,7 @@ def compute(self): self.timeseries(cube, var_info) self.plot_annual_cycle(cube, var_info) + self.plot_diurnal_cycle(cube, var_info) self.plot_monthly_climatology(cube, var_info) self.plot_seasonal_climatology(cube, var_info) self.plot_climatology(cube, var_info) @@ -280,6 +290,57 @@ def plot_annual_cycle(self, cube, var_info): caption=caption, ) + def plot_diurnal_cycle(self, cube, var_info): + """Plot the diurnal cycle according to configuration. + + The key 'diurnal_cycle' must be passed to the 'plots' option in the + configuration. + + Parameters + ---------- + cube: iris.cube.Cube + Data to plot. Must be 1D with time or 2D with an extra 'shape_id' + or 'region' coordinate. In that case, the plot will be a multiple + one with one figure for each region + var_info: dict + Variable's metadata from ESMValTool + + Warning + ------- + The hourly climatology is done inside the function so the users can + plot both the timeseries and the diurnal cycle in one go + """ + if 'diurnal_cycle' not in self.plots: + return + cube = climate_statistics(cube, period='hour') + + plotter = PlotSeries() + plotter.outdir = self.get_plot_folder(var_info) + plotter.img_template = self.get_plot_path('diurnalcycle', var_info, + add_ext=False) + plotter.filefmt = self.cfg['output_file_type'] + region_coords = ('shape_id', 'region') + options = { + 'xlabel': '', + 'xlimits': None, + 'suptitle': 'Diurnal cycle', + } + for region_coord in region_coords: + if cube.coords(region_coord): + plotter.multiplot_cube(cube, 'month', region_coord, **options) + return + plotter.plot_cube(cube, 'hour', **options) + caption = (f"Diurnal cycle of {var_info[n.LONG_NAME]} of " + f"dataset {var_info[n.DATASET]} (project " + f"{var_info[n.PROJECT]}) from {var_info[n.START_YEAR]} to " + f"{var_info[n.END_YEAR]}.") + self.record_plot_provenance( + self.get_plot_path('diurnalcycle', var_info), + var_info, + 'Diurnal cycle', + caption=caption, + ) + def plot_monthly_climatology(self, cube, var_info): """Plot the monthly climatology as a multipanel plot. diff --git a/esmvaltool/diag_scripts/monitor/multi_datasets.py b/esmvaltool/diag_scripts/monitor/multi_datasets.py index f9f75a4e59..2787d02038 100644 --- a/esmvaltool/diag_scripts/monitor/multi_datasets.py +++ b/esmvaltool/diag_scripts/monitor/multi_datasets.py @@ -17,6 +17,9 @@ - Annual cycle (plot type ``annual_cycle``): for each variable separately, all datasets are plotted in one single figure. Input data needs to be 1D with single dimension `month_number`. + - Diurnal cycle (plot type ``diurnal_cycle``): for each variable + separately, all datasets are plotted in one single figure. Input data + needs to be 1D with single dimension `hour`. - Maps (plot type ``map``): for each variable and dataset, an individual map is plotted. If a reference dataset is defined, also include this dataset and a bias plot into the figure. Note that if a reference dataset @@ -149,8 +152,8 @@ the time axis using :class:`matplotlib.dates.DateFormatter`. If ``None``, use the default formatting imposed by the iris plotting function. -Configuration options for plot type ``annual_cycle`` ----------------------------------------------------- +Configuration options for plot type ``annual_cycle`` and ``diurnal_cycle`` +-------------------------------------------------------------------------- gridline_kwargs: dict, optional Optional keyword arguments for grid lines. By default, ``color: lightgrey, alpha: 0.5`` are used. Use ``gridline_kwargs: false`` to not show grid @@ -1077,8 +1080,8 @@ def _get_plot_kwargs(self, plot_type, dataset, bias=False): plot_kwargs[key] = val # Default settings for different plot types - if plot_type in ('timeseries', 'annual_cycle', 'diurnal_cycle', '1d_profile', - 'variable_vs_lat'): + if plot_type in ('timeseries', 'annual_cycle', 'diurnal_cycle', + '1d_profile', 'variable_vs_lat'): plot_kwargs.setdefault('label', label) if plot_kwargs.get('norm') == 'centered': @@ -2035,8 +2038,9 @@ def create_annual_cycle_plot(self, datasets): provenance_logger.log(plot_path, provenance_record) provenance_logger.log(netcdf_path, provenance_record) + def create_diurnal_cycle_plot(self, datasets): - """Create annual cycle plot.""" + """Create diurnal cycle plot.""" plot_type = 'diurnal_cycle' if plot_type not in self.plots: return @@ -2057,7 +2061,7 @@ def create_diurnal_cycle_plot(self, datasets): cubes[self._get_label(dataset)] = cube self._check_cube_dimensions(cube, plot_type) - # Plot annual cycle + # Plot diurnal cycle plot_kwargs = self._get_plot_kwargs(plot_type, dataset) plot_kwargs['axes'] = axes iris.plot.plot(cube, **plot_kwargs) @@ -2070,7 +2074,8 @@ def create_diurnal_cycle_plot(self, datasets): f"{multi_dataset_facets[self.cfg['group_variables_by']]} " f"[{multi_dataset_facets['units']}]" ) - axes.set_xticks(range(0, 24), [str(m) for m in range(0, 24)]) + axes.set_xticks(range(0, 24), minor=True) + axes.set_xticks(range(0, 24, 3), [str(m) for m in range(0, 24, 3)]) gridline_kwargs = self._get_gridline_kwargs(plot_type) if gridline_kwargs is not False: axes.grid(**gridline_kwargs) From 8a734696fb9f2f86c6e78d016a8f108ce2c5636c Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Wed, 17 Jan 2024 14:18:23 +0100 Subject: [PATCH 03/95] added diurnal cycle example to model_evaluation/recipe_model_evaluation_clouds_cycles.yml --- .../recipe_model_evaluation_clouds_cycles.yml | 137 +++++++++++++++--- .../recipe_model_evaluation_test.yml | 109 -------------- 2 files changed, 117 insertions(+), 129 deletions(-) delete mode 100644 esmvaltool/recipes/model_evaluation/recipe_model_evaluation_test.yml diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_evaluation_clouds_cycles.yml b/esmvaltool/recipes/model_evaluation/recipe_model_evaluation_clouds_cycles.yml index ed52fd7d3c..3a33b76de3 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_evaluation_clouds_cycles.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_evaluation_clouds_cycles.yml @@ -21,6 +21,9 @@ datasets: timerange_for_models: &time_period timerange: '2000/2014' # can be specified, this is just an example +timerange_diurnal: &time_diurnal_period + timerange: '2006/2006' # can be specified, this is just an example + preprocessors: @@ -30,6 +33,14 @@ preprocessors: climate_statistics: period: month + pp_Tropics: + <<: *global_settings + extract_region: + start_longitude: 0 + end_longitude: 360 + start_latitude: -30 + end_latitude: 30 + pp_SEPacific: <<: *global_settings extract_region: @@ -58,21 +69,76 @@ preprocessors: start_latitude: 45 end_latitude: 60 + pp_diurn_Tropics: + custom_order: true + local_solar_time: + extract_region: + start_longitude: 0 + end_longitude: 360 + start_latitude: -30 + end_latitude: 30 + area_statistics: + operator: mean + climate_statistics: + period: hourly + + pp_diurn_SEPacific: + custom_order: true + local_solar_time: + extract_region: + start_longitude: 265 + end_longitude: 275 + start_latitude: -25 + end_latitude: -5 + mask_landsea: + mask_out: land + area_statistics: + operator: mean + climate_statistics: + period: hourly + + pp_diurn_SouthernOcean: + custom_order: true + local_solar_time: + extract_region: + start_longitude: 0 + end_longitude: 360 + start_latitude: -65 + end_latitude: -30 + mask_landsea: + mask_out: land + area_statistics: + operator: mean + climate_statistics: + period: hourly + + pp_diurn_StormTracks: + custom_order: true + local_solar_time: + extract_region: + start_longitude: 0 + end_longitude: 360 + start_latitude: 45 + end_latitude: 60 + area_statistics: + operator: mean + climate_statistics: + period: hourly + diagnostics: anncyc: description: Plot annual cycles including reference datasets. variables: - clt_global: &clt_settings + clt_tropics: &clt_settings + <<: *clt_settings <<: *time_period - preprocessor: pp_global + preprocessor: pp_Tropics short_name: clt mip: Amon additional_datasets: - {dataset: ESACCI-CLOUD, project: OBS, type: sat, version: AVHRR-AMPM-fv3.0, tier: 2} - clt_tropics: - <<: *clt_settings clt_sepacific: <<: *clt_settings preprocessor: pp_SEPacific @@ -82,15 +148,13 @@ diagnostics: clt_stormtracks: <<: *clt_settings preprocessor: pp_StormTracks - clivi_global: &clivi_settings + clivi_tropics: &clivi_settings <<: *time_period - preprocessor: pp_global + preprocessor: pp_Tropics short_name: clivi mip: Amon additional_datasets: - {dataset: ESACCI-CLOUD, project: OBS, type: sat, version: AVHRR-AMPM-fv3.0, tier: 2} - clivi_tropics: - <<: *clivi_settings clivi_sepacific: <<: *clivi_settings preprocessor: pp_SEPacific @@ -100,16 +164,14 @@ diagnostics: clivi_stormtracks: <<: *clivi_settings preprocessor: pp_StormTracks - lwp_global: &lwp_settings + lwp_tropics: &lwp_settings <<: *time_period - preprocessor: pp_global + preprocessor: pp_Tropics short_name: lwp derive: true mip: Amon additional_datasets: - {dataset: ESACCI-CLOUD, project: OBS, type: sat, version: AVHRR-AMPM-fv3.0, tier: 2} - lwp_tropics: - <<: *lwp_settings lwp_sepacific: <<: *lwp_settings preprocessor: pp_SEPacific @@ -119,16 +181,14 @@ diagnostics: lwp_stormtracks: <<: *lwp_settings preprocessor: pp_StormTracks - swcre_global: &swcre_settings + swcre_tropics: &swcre_settings <<: *time_period - preprocessor: pp_global + preprocessor: pp_Tropics short_name: swcre derive: true mip: Amon additional_datasets: - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.1, tier: 2} - swcre_tropics: - <<: *swcre_settings swcre_sepacific: <<: *swcre_settings preprocessor: pp_SEPacific @@ -138,16 +198,14 @@ diagnostics: swcre_stormtracks: <<: *swcre_settings preprocessor: pp_StormTracks - lwcre_global: &lwcre_settings + lwcre_tropics: &lwcre_settings <<: *time_period - preprocessor: pp_global + preprocessor: pp_Tropics short_name: lwcre derive: true mip: Amon additional_datasets: - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.1, tier: 2} - lwcre_tropics: - <<: *lwcre_settings lwcre_sepacific: <<: *lwcre_settings preprocessor: pp_SEPacific @@ -176,3 +234,42 @@ diagnostics: color: black pyplot_kwargs: title: '{short_name}' + + diurncyc: + description: Example plot diurnal cycles including reference datasets. + variables: + clt_tropics: &clt_diurn_settings + <<: *time_diurnal_period + preprocessor: pp_diurn_Tropics + short_name: clt + mip: 3hr + additional_datasets: + - {dataset: ERA5, project: native6, type: reanaly, version: 'v1', frequency: 1hr, tier: 3} + clt_sepacific: + <<: *clt_diurn_settings + preprocessor: pp_diurn_SEPacific + clt_southerocean: + <<: *clt_diurn_settings + preprocessor: pp_diurn_SouthernOcean + clt_stormtracks: + <<: *clt_diurn_settings + preprocessor: pp_diurn_StormTracks + scripts: + allplots: + script: monitor/multi_datasets.py + plot_folder: '{plot_dir}' + plot_filename: '{plot_type}_{real_name}_{mip}' + group_variables_by: variable_group + plots: + diurnal_cycle: + legend_kwargs: + loc: upper right + plot_kwargs: + MPI-ESM1-2-HR: + color: C0 + MPI-ESM1-2-LR: + color: C1 + ERA5: + color: black + pyplot_kwargs: + title: '{short_name}' diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_evaluation_test.yml b/esmvaltool/recipes/model_evaluation/recipe_model_evaluation_test.yml deleted file mode 100644 index b052b44784..0000000000 --- a/esmvaltool/recipes/model_evaluation/recipe_model_evaluation_test.yml +++ /dev/null @@ -1,109 +0,0 @@ -# ESMValTool ---- -documentation: - title: Model evaluation with focus on clouds. - description: > - Plot annual cycles of several cloud-related variables of multi-year simulations. - authors: - - lauer_axel - - schlund_manuel - maintainer: - - lauer_axel - - -# Note: the following models are just examples -datasets: - - {project: CMIP6, dataset: MPI-ESM1-2-HR, exp: historical, ensemble: r1i1p1f1, grid: gn} - - {project: CMIP6, dataset: MPI-ESM1-2-LR, exp: historical, ensemble: r1i1p1f1, grid: gn} - -# Note: for some observational datasets, we use preset time ranges due to -# their limited temporal availability -timerange_for_models: &time_period - timerange: '2001/2001' # can be specified, this is just an example - - -preprocessors: - - pp_global: &global_settings - area_statistics: - operator: mean - climate_statistics: - period: month - - pp_SEPacific: - <<: *global_settings - extract_region: - start_longitude: 265 - end_longitude: 275 - start_latitude: -25 - end_latitude: -5 - mask_landsea: - mask_out: land - - pp_SouthernOcean: - <<: *global_settings - extract_region: - start_longitude: 0 - end_longitude: 360 - start_latitude: -65 - end_latitude: -30 - mask_landsea: - mask_out: land - - pp_StormTracks: - <<: *global_settings - extract_region: - start_longitude: 0 - end_longitude: 360 - start_latitude: 45 - end_latitude: 60 - - pp_diurn_tropics: - custom_order: true - extract_region: - start_longitude: 0 - end_longitude: 360 - start_latitude: -30 - end_latitude: 30 - mask_landsea: - mask_out: land - local_solar_time: - area_statistics: - operator: mean - climate_statistics: - period: hourly - convert_units: - units: mm day-1 - - -diagnostics: - - diurncyc: - description: Plot diurnal cycles including reference datasets. - variables: - pr_tropics: - <<: *time_period - preprocessor: pp_diurn_tropics - short_name: pr - mip: 3hr - additional_datasets: - - {dataset: GPM-IMERG, project: OBS6, type: atmos, version: V06B, tier: 2, mip: E1hr} - scripts: - allplots: - script: monitor/multi_datasets.py - plot_folder: '{plot_dir}' - plot_filename: '{plot_type}_{real_name}_{mip}' - group_variables_by: variable_group - plots: - diurnal_cycle: - legend_kwargs: - loc: upper right - plot_kwargs: - MPI-ESM1-2-HR: - color: C0 - MPI-ESM1-2-LR: - color: C1 - GPM-IMERG: - color: black - pyplot_kwargs: - title: '{short_name}' From 2daf3a95d95f979a70fb5d56e8ba43ed2210f9ea Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Wed, 17 Jan 2024 15:00:41 +0100 Subject: [PATCH 04/95] added docu examples diurnal cycle --- .../diurnal_cycle_clt_sepacific_3hr.png | Bin 0 -> 153719 bytes ...s_MPI-ESM1-2-LR_3hr_historical_r1i1p1f1.png | Bin 0 -> 86301 bytes .../source/recipes/recipe_model_evaluation.rst | 7 +++++++ doc/sphinx/source/recipes/recipe_monitor.rst | 7 +++++++ 4 files changed, 14 insertions(+) create mode 100644 doc/sphinx/source/recipes/figures/model_evaluation/diurnal_cycle_clt_sepacific_3hr.png create mode 100644 doc/sphinx/source/recipes/figures/monitor/diurnalcycle_pr_tropics_MPI-ESM1-2-LR_3hr_historical_r1i1p1f1.png diff --git 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a/doc/sphinx/source/recipes/recipe_model_evaluation.rst b/doc/sphinx/source/recipes/recipe_model_evaluation.rst index 9e199815e0..60ac1ac1c6 100644 --- a/doc/sphinx/source/recipes/recipe_model_evaluation.rst +++ b/doc/sphinx/source/recipes/recipe_model_evaluation.rst @@ -96,3 +96,10 @@ Zonal mean precipitation. :width: 14cm Annual cycle of Southern Ocean total cloud cover. + +.. _fig_6: +.. figure:: /recipes/figures/model_evaluation/diurnal_cycle_clt_sepacific_3hr.png + :align: center + :width: 14cm + +Diurnal cycle of Southeast Pacific total cloud cover. diff --git a/doc/sphinx/source/recipes/recipe_monitor.rst b/doc/sphinx/source/recipes/recipe_monitor.rst index ee3b9b44fa..343a70ec90 100644 --- a/doc/sphinx/source/recipes/recipe_monitor.rst +++ b/doc/sphinx/source/recipes/recipe_monitor.rst @@ -189,6 +189,13 @@ Timeseries of tas including a reference dataset. Annual cycle of tas including a reference dataset. +.. _fig_diurnal_cycle: +.. figure:: /recipes/figures/monitor/diurnalcycle_pr_tropics_MPI-ESM1-2-LR-3hr_historical_r1i1p1f1.png + :align: center + :width: 14cm + +Diurnal cycle of pr. + .. _fig_map_with_ref: .. figure:: /recipes/figures/monitor/map_with_ref.png :align: center From 244d8d8e2de9b111af0ebd224a2c76df2e649177 Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Thu, 18 Jan 2024 06:43:26 +0100 Subject: [PATCH 05/95] fixed style issues in monitor/multi_datasets.py --- esmvaltool/diag_scripts/monitor/multi_datasets.py | 2 -- 1 file changed, 2 deletions(-) diff --git a/esmvaltool/diag_scripts/monitor/multi_datasets.py b/esmvaltool/diag_scripts/monitor/multi_datasets.py index 2787d02038..98a0004eda 100644 --- a/esmvaltool/diag_scripts/monitor/multi_datasets.py +++ b/esmvaltool/diag_scripts/monitor/multi_datasets.py @@ -2038,7 +2038,6 @@ def create_annual_cycle_plot(self, datasets): provenance_logger.log(plot_path, provenance_record) provenance_logger.log(netcdf_path, provenance_record) - def create_diurnal_cycle_plot(self, datasets): """Create diurnal cycle plot.""" plot_type = 'diurnal_cycle' @@ -2115,7 +2114,6 @@ def create_diurnal_cycle_plot(self, datasets): provenance_logger.log(plot_path, provenance_record) provenance_logger.log(netcdf_path, provenance_record) - def create_map_plot(self, datasets): """Create map plot.""" plot_type = 'map' From f45b25d0e96820455cd79b27140f9609761d30f9 Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Thu, 18 Jan 2024 07:04:36 +0100 Subject: [PATCH 06/95] fixed typo in docu example --- doc/sphinx/source/recipes/recipe_monitor.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/sphinx/source/recipes/recipe_monitor.rst b/doc/sphinx/source/recipes/recipe_monitor.rst index 343a70ec90..3c407c53b0 100644 --- a/doc/sphinx/source/recipes/recipe_monitor.rst +++ b/doc/sphinx/source/recipes/recipe_monitor.rst @@ -190,7 +190,7 @@ Timeseries of tas including a reference dataset. Annual cycle of tas including a reference dataset. .. _fig_diurnal_cycle: -.. figure:: /recipes/figures/monitor/diurnalcycle_pr_tropics_MPI-ESM1-2-LR-3hr_historical_r1i1p1f1.png +.. figure:: /recipes/figures/monitor/diurnalcycle_pr_tropics_MPI-ESM1-2-LR_3hr_historical_r1i1p1f1.png :align: center :width: 14cm From 530106e5b68c6233dab21c30f0190ed250a918d9 Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Thu, 25 Jan 2024 12:54:36 +0100 Subject: [PATCH 07/95] draft version of first benchmarking recipe (maps) --- .../recipe_model_benchmarking_maps.yml | 76 +++++++++++++++++++ 1 file changed, 76 insertions(+) create mode 100644 esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_maps.yml diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_maps.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_maps.yml new file mode 100644 index 0000000000..5db5c19130 --- /dev/null +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_maps.yml @@ -0,0 +1,76 @@ +# ESMValTool +--- +documentation: + title: Benchmarking of a single model. + description: > + Benchmarking: map plots. + authors: + - lauer_axel + - schlund_manuel + maintainer: + - lauer_axel + + +# Note: the following models are just examples +datasets: +# - {project: CMIP6, dataset: IPSL-CM6A-LR, exp: historical, ensemble: r1i1p1f1, grid: gr} +# - {project: CMIP6, dataset: MIROC6, exp: historical, ensemble: r1i1p1f1, grid: gn, reference_for_metric: true} +# - {project: CMIP6, dataset: MPI-ESM1-2-LR, exp: historical, ensemble: r1i1p1f1, grid: gn} +# - {project: CMIP6, dataset: UKESM1-0-LL, exp: historical, ensemble: r1i1p1f2, grid: gn} + - {dataset: BCC-ESM1, project: CMIP6, exp: historical, ensemble: r1i1p1f1, grid: gn} + - {dataset: bcc-csm1-1, version: v1, project: CMIP5, exp: historical, ensemble: r1i1p1, reference_for_metric: true} + + +preprocessors: + + pp_pr: + custom_order: true +# climate_statistics: +# period: month + regrid: + target_grid: 2x2 + scheme: linear + convert_units: + units: mm day-1 + distance_metric: + metric: rmse + coords: [time] + multi_model_statistics: + span: overlap + statistics: [mean, std_dev] + exclude: [reference_dataset] + + +diagnostics: + + benchmarking_maps: + description: Plot diurnal cycles including reference datasets. + variables: + pr: + timerange: '2001/2002' # can be specified, this is just an example + preprocessor: pp_pr + mip: Amon + reference_dataset: bcc-csm1-1 +# reference_dataset: GPCP-SG +# additional_datasets: +# - {dataset: GPCP-SG, project: OBS, type: atmos, version: 2.3, tier: 2, reference_for_metric: true} + scripts: + allplots: + script: monitor/multi_datasets.py +# script: monitor/monitor.py + plot_folder: '{plot_dir}' +# plot_filename: '{plot_type}_{real_name}_{mip}' + group_variables_by: variable_group + plots: + map: +# legend_kwargs: +# loc: upper right +# plot_kwargs: +# MPI-ESM1-2-HR: +# color: C0 +# MPI-ESM1-2-LR: +# color: C1 +# GPM-IMERG: +# color: black +# pyplot_kwargs: +# title: '{short_name}' From c8aa55c74c0f7a47b3807188e91c6a968843bf3e Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Thu, 1 Feb 2024 14:42:30 +0100 Subject: [PATCH 08/95] snapshot 2024-02-01 --- .../diag_scripts/monitor/multi_datasets.py | 176 ++++++++++++++++++ .../recipe_model_benchmarking_maps.yml | 39 ++-- 2 files changed, 190 insertions(+), 25 deletions(-) diff --git a/esmvaltool/diag_scripts/monitor/multi_datasets.py b/esmvaltool/diag_scripts/monitor/multi_datasets.py index abfed90f9d..a2aaf2a7b8 100644 --- a/esmvaltool/diag_scripts/monitor/multi_datasets.py +++ b/esmvaltool/diag_scripts/monitor/multi_datasets.py @@ -64,6 +64,10 @@ :func:`esmvalcore.preprocessor.regrid_time` and :func:`esmvalcore.preprocessor.regrid` for this). Input data needs to be 2D with dimensions `time`, `latitude`/`longitude`. + + Benchmarking plots + ------------------ + - maps (``benchmarking_map``): Author ------ @@ -576,6 +580,9 @@ the time axis using :class:`matplotlib.dates.DateFormatter`. If ``None``, use the default formatting imposed by the iris plotting function. +Configuration options for plot type ``benchmarking_map`` +-------------------------------------------------------- + .. hint:: Extra arguments given to the recipe are ignored, so it is safe to use yaml @@ -680,6 +687,7 @@ def __init__(self, config): 'variable_vs_lat', 'hovmoeller_z_vs_time', 'hovmoeller_time_vs_lat_or_lon', + 'benchmarking_map', ] for (plot_type, plot_options) in self.plots.items(): if plot_type not in self.supported_plot_types: @@ -738,6 +746,40 @@ def __init__(self, config): self.plots[plot_type].setdefault('x_pos_stats_avg', 0.0) self.plots[plot_type].setdefault('x_pos_stats_bias', 0.92) + elif plot_type == 'benchmarking_map': + self.plots[plot_type].setdefault( + 'cbar_label', '{short_name} [{units}]') + self.plots[plot_type].setdefault( + 'cbar_label_bias', '{short_name} [{units}]') + self.plots[plot_type].setdefault( + 'cbar_kwargs', {'orientation': 'horizontal', 'aspect': 30} + ) + self.plots[plot_type].setdefault('cbar_kwargs_bias', {}) + self.plots[plot_type].setdefault('common_cbar', False) + self.plots[plot_type].setdefault('fontsize', 10) + self.plots[plot_type].setdefault('gridline_kwargs', {}) + self.plots[plot_type].setdefault('plot_func', 'contourf') + self.plots[plot_type].setdefault('plot_kwargs', {}) + self.plots[plot_type].setdefault('plot_kwargs_bias', {}) + self.plots[plot_type]['plot_kwargs_bias'].setdefault( + 'cmap', 'bwr' + ) + self.plots[plot_type]['plot_kwargs_bias'].setdefault( + 'norm', 'centered' + ) + if 'projection' not in self.plots[plot_type]: + self.plots[plot_type].setdefault('projection', 'Robinson') + self.plots[plot_type].setdefault( + 'projection_kwargs', {'central_longitude': 10} + ) + else: + self.plots[plot_type].setdefault('projection_kwargs', {}) + self.plots[plot_type].setdefault('pyplot_kwargs', {}) + self.plots[plot_type].setdefault('rasterize', True) + self.plots[plot_type].setdefault('show_stats', True) + self.plots[plot_type].setdefault('x_pos_stats_avg', 0.0) + self.plots[plot_type].setdefault('x_pos_stats_bias', 0.92) + elif plot_type == 'zonal_mean_profile': self.plots[plot_type].setdefault( 'cbar_label', '{short_name} [{units}]') @@ -1032,6 +1074,20 @@ def _get_map_projection(self): return getattr(ccrs, projection)(**projection_kwargs) + def _get_benchmarking_map_projection(self): + """Get projection used for benchmarking map plots.""" + plot_type = 'benchmarking_map' + projection = self.plots[plot_type]['projection'] + projection_kwargs = self.plots[plot_type]['projection_kwargs'] + + # Check if desired projection is valid + if not hasattr(ccrs, projection): + raise AttributeError( + f"Got invalid projection '{projection}' for plotting " + f"{plot_type}, expected class of cartopy.crs") + + return getattr(ccrs, projection)(**projection_kwargs) + def _get_plot_func(self, plot_type): """Get plot function.""" plot_func = self.plots[plot_type]['plot_func'] @@ -1778,6 +1834,55 @@ def _plot_hovmoeller_time_vs_lat_or_lon_without_ref(self, plot_func, netcdf_path = get_diagnostic_filename(Path(plot_path).stem, self.cfg) return (plot_path, {netcdf_path: cube}) + def _plot_benchmarking_map(self, plot_func, dataset): + """Plot map plot for single dataset without a reference dataset.""" + plot_type = 'benchmarking_map' + logger.info("Plotting benchmarking map for '%s'", + self._get_label(dataset)) + + # Make sure that the data has the correct dimensions + cube = dataset['cube'] + dim_coords_dat = self._check_cube_dimensions(cube, plot_type) + + # Create plot with desired settings + with mpl.rc_context(self._get_custom_mpl_rc_params(plot_type)): + fig = plt.figure(**self.cfg['figure_kwargs']) + axes = fig.add_subplot(projection=self._get_benchmarking_map_projection()) + plot_kwargs = self._get_plot_kwargs(plot_type, dataset) + plot_kwargs['axes'] = axes + plot_map = plot_func(cube, **plot_kwargs) + axes.coastlines() + gridline_kwargs = self._get_gridline_kwargs(plot_type) + if gridline_kwargs is not False: + axes.gridlines(**gridline_kwargs) + + # Print statistics if desired + self._add_stats(plot_type, axes, dim_coords_dat, dataset) + + # Setup colorbar + fontsize = self.plots[plot_type]['fontsize'] + colorbar = fig.colorbar(plot_map, ax=axes, + **self._get_cbar_kwargs(plot_type)) + colorbar.set_label(self._get_cbar_label(plot_type, dataset), + fontsize=fontsize) + colorbar.ax.tick_params(labelsize=fontsize) + + # Customize plot + axes.set_title(self._get_label(dataset)) + fig.suptitle(f"{dataset['long_name']} ({dataset['start_year']}-" + f"{dataset['end_year']})") + self._process_pyplot_kwargs(plot_type, dataset) + + # Rasterization + if self.plots[plot_type]['rasterize']: + self._set_rasterized([axes]) + + # File paths + plot_path = self.get_plot_path(plot_type, dataset) + netcdf_path = get_diagnostic_filename(Path(plot_path).stem, self.cfg) + + return (plot_path, {netcdf_path: cube}) + def _process_pyplot_kwargs(self, plot_type, dataset): """Process functions for :mod:`matplotlib.pyplot`.""" pyplot_kwargs = self.plots[plot_type]['pyplot_kwargs'] @@ -1799,6 +1904,7 @@ def _check_cube_dimensions(cube, plot_type): expected_dimensions_dict = { 'annual_cycle': (['month_number'],), 'map': (['latitude', 'longitude'],), + 'benchmarking_map': (['latitude', 'longitude'],), 'zonal_mean_profile': (['latitude', 'air_pressure'], ['latitude', 'altitude']), 'timeseries': (['time'],), @@ -2102,6 +2208,75 @@ def create_map_plot(self, datasets): for netcdf_path in netcdf_paths: provenance_logger.log(netcdf_path, provenance_record) + def create_benchmarking_map_plot(self, datasets): + """Create benchmarking map plot.""" + plot_type = 'benchmarking_map' + if plot_type not in self.plots: + return + + if not datasets: + raise ValueError(f"No input data to plot '{plot_type}' given") + + # Get reference dataset if possible + ref_dataset = self._get_reference_dataset(datasets) + if ref_dataset is None: + logger.info("Plotting %s without reference dataset", plot_type) + else: + logger.info("Plotting %s with reference dataset '%s'", plot_type, + self._get_label(ref_dataset)) + + # Get plot function + plot_func = self._get_plot_func(plot_type) + print("xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx") + print(plot_func) + print("xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx") + + # Create a single plot for each dataset (incl. reference dataset if + # given) + for dataset in datasets: + if dataset == ref_dataset: + continue + ancestors = [dataset['filename']] + print(ref_dataset) + print("xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx") + (plot_path, netcdf_paths) = ( + self._plot_benchmarking_map(plot_func, dataset) + ) + caption = ( + f"Map plot of {dataset['long_name']} of dataset " + f"{dataset['dataset']} (project {dataset['project']}) " + f"from {dataset['start_year']} to {dataset['end_year']}." + ) + ancestors.append(ref_dataset['filename']) + + # If statistics are shown add a brief description to the caption + if self.plots[plot_type]['show_stats']: + caption += ( + " The number in the top left corner corresponds to the " + "spatial mean (weighted by grid cell areas).") + + # Save plot + plt.savefig(plot_path, **self.cfg['savefig_kwargs']) + logger.info("Wrote %s", plot_path) + plt.close() + + # Save netCDFs + for (netcdf_path, cube) in netcdf_paths.items(): + io.iris_save(cube, netcdf_path) + + # Provenance tracking + provenance_record = { + 'ancestors': ancestors, + 'authors': ['schlund_manuel'], + 'caption': caption, + 'plot_types': ['map'], + 'long_names': [dataset['long_name']], + } + with ProvenanceLogger(self.cfg) as provenance_logger: + provenance_logger.log(plot_path, provenance_record) + for netcdf_path in netcdf_paths: + provenance_logger.log(netcdf_path, provenance_record) + def create_zonal_mean_profile_plot(self, datasets): """Create zonal mean profile plot.""" plot_type = 'zonal_mean_profile' @@ -2513,6 +2688,7 @@ def compute(self): self.create_timeseries_plot(datasets) self.create_annual_cycle_plot(datasets) self.create_map_plot(datasets) + self.create_benchmarking_map_plot(datasets) self.create_zonal_mean_profile_plot(datasets) self.create_1d_profile_plot(datasets) self.create_variable_vs_lat_plot(datasets) diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_maps.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_maps.yml index 5db5c19130..e11971d094 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_maps.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_maps.yml @@ -13,18 +13,18 @@ documentation: # Note: the following models are just examples datasets: -# - {project: CMIP6, dataset: IPSL-CM6A-LR, exp: historical, ensemble: r1i1p1f1, grid: gr} -# - {project: CMIP6, dataset: MIROC6, exp: historical, ensemble: r1i1p1f1, grid: gn, reference_for_metric: true} -# - {project: CMIP6, dataset: MPI-ESM1-2-LR, exp: historical, ensemble: r1i1p1f1, grid: gn} -# - {project: CMIP6, dataset: UKESM1-0-LL, exp: historical, ensemble: r1i1p1f2, grid: gn} - - {dataset: BCC-ESM1, project: CMIP6, exp: historical, ensemble: r1i1p1f1, grid: gn} - - {dataset: bcc-csm1-1, version: v1, project: CMIP5, exp: historical, ensemble: r1i1p1, reference_for_metric: true} + - {project: CMIP6, dataset: IPSL-CM6A-LR, exp: historical, ensemble: r1i1p1f1, grid: gr} + - {project: CMIP6, dataset: MIROC6, exp: historical, ensemble: r1i1p1f1, grid: gn} + - {project: CMIP6, dataset: MPI-ESM1-2-LR, exp: historical, ensemble: r1i1p1f1, grid: gn} + - {project: CMIP6, dataset: UKESM1-0-LL, exp: historical, ensemble: r1i1p1f2, grid: gn} preprocessors: pp_pr: custom_order: true + regrid_time: + calendar: standard # climate_statistics: # period: month regrid: @@ -35,10 +35,10 @@ preprocessors: distance_metric: metric: rmse coords: [time] - multi_model_statistics: - span: overlap - statistics: [mean, std_dev] - exclude: [reference_dataset] +# multi_model_statistics: +# span: overlap +# statistics: [mean, std_dev] +# exclude: [reference_dataset] diagnostics: @@ -50,27 +50,16 @@ diagnostics: timerange: '2001/2002' # can be specified, this is just an example preprocessor: pp_pr mip: Amon - reference_dataset: bcc-csm1-1 -# reference_dataset: GPCP-SG -# additional_datasets: -# - {dataset: GPCP-SG, project: OBS, type: atmos, version: 2.3, tier: 2, reference_for_metric: true} + reference_dataset: GPCP-SG + additional_datasets: + - {dataset: GPCP-SG, project: OBS, type: atmos, version: 2.3, tier: 2, reference_for_metric: true} scripts: allplots: script: monitor/multi_datasets.py -# script: monitor/monitor.py plot_folder: '{plot_dir}' # plot_filename: '{plot_type}_{real_name}_{mip}' group_variables_by: variable_group plots: - map: -# legend_kwargs: -# loc: upper right -# plot_kwargs: -# MPI-ESM1-2-HR: -# color: C0 -# MPI-ESM1-2-LR: -# color: C1 -# GPM-IMERG: -# color: black + benchmarking_map: # pyplot_kwargs: # title: '{short_name}' From 40d9167cc8f7b1da32e088b73c32172f76c3da99 Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Fri, 2 Feb 2024 14:54:41 +0100 Subject: [PATCH 09/95] snapshot 2024-02-02 --- .../diag_scripts/monitor/multi_datasets.py | 69 ++++++++++++++++--- 1 file changed, 59 insertions(+), 10 deletions(-) diff --git a/esmvaltool/diag_scripts/monitor/multi_datasets.py b/esmvaltool/diag_scripts/monitor/multi_datasets.py index a2aaf2a7b8..d6ff8ca208 100644 --- a/esmvaltool/diag_scripts/monitor/multi_datasets.py +++ b/esmvaltool/diag_scripts/monitor/multi_datasets.py @@ -631,6 +631,8 @@ run_diagnostic, ) +from esmvalcore.preprocessor import multi_model_statistics + logger = logging.getLogger(Path(__file__).stem) @@ -1835,7 +1837,7 @@ def _plot_hovmoeller_time_vs_lat_or_lon_without_ref(self, plot_func, return (plot_path, {netcdf_path: cube}) def _plot_benchmarking_map(self, plot_func, dataset): - """Plot map plot for single dataset without a reference dataset.""" + """Plot benchmarking map plot for all non-reference datasets.""" plot_type = 'benchmarking_map' logger.info("Plotting benchmarking map for '%s'", self._get_label(dataset)) @@ -1967,6 +1969,20 @@ def _get_reference_dataset(self, datasets): return ref_datasets[0] return None + def _get_benchmarking_reference_dataset(self, datasets): + """Extract reference dataset for calculation of benchmarking metric.""" + variable = datasets[0][self.cfg['group_variables_by']] + ref_datasets = [d for d in datasets if + d.get('reference_for_metric', False)] + if len(ref_datasets) > 1: + raise ValueError( + f"Expected at most 1 reference dataset (with " + f"'reference_for_metric: true' for variable " + f"'{variable}', got {len(ref_datasets):d}") + if ref_datasets: + return ref_datasets[0] + return None + def create_timeseries_plot(self, datasets): """Create time series plot.""" plot_type = 'timeseries' @@ -2218,7 +2234,7 @@ def create_benchmarking_map_plot(self, datasets): raise ValueError(f"No input data to plot '{plot_type}' given") # Get reference dataset if possible - ref_dataset = self._get_reference_dataset(datasets) + ref_dataset = self._get_benchmarking_reference_dataset(datasets) if ref_dataset is None: logger.info("Plotting %s without reference dataset", plot_type) else: @@ -2227,18 +2243,51 @@ def create_benchmarking_map_plot(self, datasets): # Get plot function plot_func = self._get_plot_func(plot_type) - print("xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx") - print(plot_func) - print("xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx") + + # generate list of datasets with reference dataset removed + datasets_no_ref = datasets.copy() + for idx, dataset in enumerate(datasets): + if dataset == ref_dataset: + datasets_no_ref.pop(idx) + break # Create a single plot for each dataset (incl. reference dataset if # given) - for dataset in datasets: - if dataset == ref_dataset: - continue + for idx, dataset in enumerate(datasets_no_ref): + # create list of datasets w/o reference dataset and w/o current + # dataset to be plotted + datasetlist = datasets_no_ref.copy() + datasetlist.pop(idx) + ancestors = [dataset['filename']] - print(ref_dataset) - print("xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx") + + # load data + + inputdata = [] + + for dataset_to_load in datasetlist: + filename = dataset_to_load['filename'] + print("!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!") + print(filename) + print("!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!") + logger.info("Loading %s", filename) + cube = iris.load_cube(filename) + inputdata.append(cube) + + print("8888888888888888888888888888888888888888888888888888") + print(inputdata) + print(len(inputdata)) + print("8888888888888888888888888888888888888888888888888888") + + # calculate percentiles for stippling and hatching + statistics = { + 'operator': "percentile", + 'percent': 5, + } + percentiles = multi_model_statistics(inputdata, 'overlap', [{'operator': 'percentilen', 'percent': + 20}]) + print(percentiles) + (plot_path, netcdf_paths) = ( self._plot_benchmarking_map(plot_func, dataset) ) From e70734278c7690f3fc4019f1bb162296b104d0db Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Tue, 6 Feb 2024 13:28:37 +0100 Subject: [PATCH 10/95] first working version --- .../diag_scripts/monitor/multi_datasets.py | 273 +++++++++++------- .../recipe_model_benchmarking_maps.yml | 77 ++++- 2 files changed, 241 insertions(+), 109 deletions(-) diff --git a/esmvaltool/diag_scripts/monitor/multi_datasets.py b/esmvaltool/diag_scripts/monitor/multi_datasets.py index d6ff8ca208..db3b384add 100644 --- a/esmvaltool/diag_scripts/monitor/multi_datasets.py +++ b/esmvaltool/diag_scripts/monitor/multi_datasets.py @@ -756,19 +756,20 @@ def __init__(self, config): self.plots[plot_type].setdefault( 'cbar_kwargs', {'orientation': 'horizontal', 'aspect': 30} ) + #self.plots[plot_type].setdefault('cmap', 'cool') self.plots[plot_type].setdefault('cbar_kwargs_bias', {}) self.plots[plot_type].setdefault('common_cbar', False) self.plots[plot_type].setdefault('fontsize', 10) self.plots[plot_type].setdefault('gridline_kwargs', {}) self.plots[plot_type].setdefault('plot_func', 'contourf') self.plots[plot_type].setdefault('plot_kwargs', {}) - self.plots[plot_type].setdefault('plot_kwargs_bias', {}) - self.plots[plot_type]['plot_kwargs_bias'].setdefault( - 'cmap', 'bwr' - ) - self.plots[plot_type]['plot_kwargs_bias'].setdefault( - 'norm', 'centered' - ) + #self.plots[plot_type].setdefault('plot_kwargs_bias', {}) + #self.plots[plot_type]['plot_kwargs_bias'].setdefault( + # 'cmap', 'bwr' + #) + #self.plots[plot_type]['plot_kwargs_bias'].setdefault( + # 'norm', 'centered' + #) if 'projection' not in self.plots[plot_type]: self.plots[plot_type].setdefault('projection', 'Robinson') self.plots[plot_type].setdefault( @@ -1836,7 +1837,7 @@ def _plot_hovmoeller_time_vs_lat_or_lon_without_ref(self, plot_func, netcdf_path = get_diagnostic_filename(Path(plot_path).stem, self.cfg) return (plot_path, {netcdf_path: cube}) - def _plot_benchmarking_map(self, plot_func, dataset): + def _plot_benchmarking_map(self, plot_func, dataset, percentile_dataset): """Plot benchmarking map plot for all non-reference datasets.""" plot_type = 'benchmarking_map' logger.info("Plotting benchmarking map for '%s'", @@ -1846,6 +1847,8 @@ def _plot_benchmarking_map(self, plot_func, dataset): cube = dataset['cube'] dim_coords_dat = self._check_cube_dimensions(cube, plot_type) + mask_cube = cube.copy() + # Create plot with desired settings with mpl.rc_context(self._get_custom_mpl_rc_params(plot_type)): fig = plt.figure(**self.cfg['figure_kwargs']) @@ -1853,13 +1856,46 @@ def _plot_benchmarking_map(self, plot_func, dataset): plot_kwargs = self._get_plot_kwargs(plot_type, dataset) plot_kwargs['axes'] = axes plot_map = plot_func(cube, **plot_kwargs) + + # apply stippling (dots) to all grid cells that do not exceed + # the upper percentile given by 'percentile_dataset[]' + + mask = np.where((cube.data >= percentile_dataset[0].data) & + (cube.data >= percentile_dataset[1].data), 0, 1) + + mask_cube.data = mask + + hatching = plot_func( + mask_cube, + colors='none', + levels=[.5, 1.5], + hatches=['......', None], + ) + + #mpl.rcParams['hatch.linewidth'] = 1 + +# # apply hatching (slashes) to data below lower percentile +# # given by 'percentile_dataset[]' +# +# mask = np.where((cube.data <= percentile_dataset[0].data) & +# (cube.data <= percentile_dataset[1].data), 1, 0) +# +# mask_cube.data = mask +# +# hatching = plot_func( +# mask_cube, +# colors='none', +# levels=[.5, 1.5], +# hatches=['/////', None], +# ) + axes.coastlines() - gridline_kwargs = self._get_gridline_kwargs(plot_type) - if gridline_kwargs is not False: - axes.gridlines(**gridline_kwargs) + #gridline_kwargs = self._get_gridline_kwargs(plot_type) + #if gridline_kwargs is not False: + # axes.gridlines(**gridline_kwargs) # Print statistics if desired - self._add_stats(plot_type, axes, dim_coords_dat, dataset) + #self._add_stats(plot_type, axes, dim_coords_dat, dataset) # Setup colorbar fontsize = self.plots[plot_type]['fontsize'] @@ -1974,13 +2010,46 @@ def _get_benchmarking_reference_dataset(self, datasets): variable = datasets[0][self.cfg['group_variables_by']] ref_datasets = [d for d in datasets if d.get('reference_for_metric', False)] - if len(ref_datasets) > 1: + if len(ref_datasets) == 1: + return ref_datasets[0] + else: raise ValueError( - f"Expected at most 1 reference dataset (with " + f"Expected exactly 1 reference dataset (with " f"'reference_for_metric: true' for variable " f"'{variable}', got {len(ref_datasets):d}") - if ref_datasets: - return ref_datasets[0] + return None + + def _get_benchmark_dataset(self, datasets): + """Get dataset to be benchmarked.""" + variable = datasets[0][self.cfg['group_variables_by']] + benchmark_datasets = [d for d in datasets if + d.get('benchmark_dataset', False)] + if len(benchmark_datasets) == 1: + return benchmark_datasets[0] + else: + raise ValueError( + f"Expected exactly 1 benchmark dataset (with " + f"'benchmark_dataset: true' for variable " + f"'{variable}'), got {len(benchmark_datasets):d}") + return None + + def _get_benchmark_percentiles(self, datasets): + """Get percentile datasets from multi-model statistics preprocessor.""" + variable = datasets[0][self.cfg['group_variables_by']] + percentiles = [] + for d in datasets: + statistics = d.get('multi_model_statistics') + if statistics: + if "Percentile" in statistics: + percentiles.append(d) + + if len(percentiles) == 2: + return(percentiles) + else: + raise ValueError( + f"Expected exactly 2 percentile datasets (created " + f"'with multi-model statistics preprocessor for variable " + f"'{variable}'), got {len(percentiles):d}") return None def create_timeseries_plot(self, datasets): @@ -2233,98 +2302,108 @@ def create_benchmarking_map_plot(self, datasets): if not datasets: raise ValueError(f"No input data to plot '{plot_type}' given") - # Get reference dataset if possible + # Get reference dataset ref_dataset = self._get_benchmarking_reference_dataset(datasets) - if ref_dataset is None: - logger.info("Plotting %s without reference dataset", plot_type) - else: - logger.info("Plotting %s with reference dataset '%s'", plot_type, - self._get_label(ref_dataset)) + #if ref_dataset is None: + # logger.info("Plotting %s without reference dataset", plot_type) + #else: + # logger.info("Plotting %s with reference dataset '%s'", plot_type, + # self._get_label(ref_dataset)) + # Get dataset to be benchmarked + dataset = self._get_benchmark_dataset(datasets) + + # Get percentiles from multi-model statistics + percentile_dataset = self._get_benchmark_percentiles(datasets) # Get plot function plot_func = self._get_plot_func(plot_type) # generate list of datasets with reference dataset removed - datasets_no_ref = datasets.copy() - for idx, dataset in enumerate(datasets): - if dataset == ref_dataset: - datasets_no_ref.pop(idx) - break - - # Create a single plot for each dataset (incl. reference dataset if - # given) - for idx, dataset in enumerate(datasets_no_ref): - # create list of datasets w/o reference dataset and w/o current - # dataset to be plotted - datasetlist = datasets_no_ref.copy() - datasetlist.pop(idx) - - ancestors = [dataset['filename']] - - # load data - - inputdata = [] - - for dataset_to_load in datasetlist: - filename = dataset_to_load['filename'] - print("!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!") - print(filename) - print("!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!") - logger.info("Loading %s", filename) - cube = iris.load_cube(filename) - inputdata.append(cube) - - print("8888888888888888888888888888888888888888888888888888") - print(inputdata) - print(len(inputdata)) - print("8888888888888888888888888888888888888888888888888888") - - # calculate percentiles for stippling and hatching - statistics = { - 'operator': "percentile", - 'percent': 5, - } - percentiles = multi_model_statistics(inputdata, 'overlap', [{'operator': 'percentilen', 'percent': - 20}]) - print(percentiles) + #datasets_no_ref = datasets.copy() + #for idx, dataset in enumerate(datasets): + # if dataset == ref_dataset: + # datasets_no_ref.pop(idx) + # break + # + #print("XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX") + #print("XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX") + #print("XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX") + #print(datasets_no_ref) + #print("XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX") + #print("XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX") + #print("XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX") + #exit + + # Create a single plot for dataset benchmark_dataset +# for idx, dataset in enumerate(datasets_no_ref): +# # create list of datasets w/o reference dataset and w/o current +# # dataset to be plotted +# datasetlist = datasets_no_ref.copy() +# datasetlist.pop(idx) +# + ancestors = [dataset['filename']] + + # load data + + percentile_data = [] + + for dataset_to_load in percentile_dataset: + filename = dataset_to_load['filename'] + logger.info("Loading %s", filename) + cube = iris.load_cube(filename) + percentile_data.append(cube) + +# print("8888888888888888888888888888888888888888888888888888") +# print(inputdata) +# print(len(inputdata)) +# print("8888888888888888888888888888888888888888888888888888") +# +# # calculate percentiles for stippling and hatching +# statistics = { +# 'operator': "percentile", +# 'percent': 5, +# } +# percentiles = multi_model_statistics(inputdata, 'overlap', [{'operator': 'percentilen', 'percent': +# 20}]) +# print(percentiles) - (plot_path, netcdf_paths) = ( - self._plot_benchmarking_map(plot_func, dataset) - ) - caption = ( - f"Map plot of {dataset['long_name']} of dataset " - f"{dataset['dataset']} (project {dataset['project']}) " - f"from {dataset['start_year']} to {dataset['end_year']}." - ) - ancestors.append(ref_dataset['filename']) + (plot_path, netcdf_paths) = ( + self._plot_benchmarking_map(plot_func, dataset, percentile_data) + ) + caption = ( + f"Map plot of {dataset['long_name']} of dataset " + f"{dataset['dataset']} (project {dataset['project']}) " + f"from {dataset['start_year']} to {dataset['end_year']}." + ) + ancestors.append(ref_dataset['filename']) - # If statistics are shown add a brief description to the caption - if self.plots[plot_type]['show_stats']: - caption += ( - " The number in the top left corner corresponds to the " - "spatial mean (weighted by grid cell areas).") + # If statistics are shown add a brief description to the caption + if self.plots[plot_type]['show_stats']: + caption += ( + " The number in the top left corner corresponds to the " + "spatial mean (weighted by grid cell areas).") - # Save plot - plt.savefig(plot_path, **self.cfg['savefig_kwargs']) - logger.info("Wrote %s", plot_path) - plt.close() + # Save plot + plt.savefig(plot_path, **self.cfg['savefig_kwargs']) + logger.info("Wrote %s", plot_path) + plt.close() - # Save netCDFs - for (netcdf_path, cube) in netcdf_paths.items(): - io.iris_save(cube, netcdf_path) + # Save netCDFs + for (netcdf_path, cube) in netcdf_paths.items(): + io.iris_save(cube, netcdf_path) - # Provenance tracking - provenance_record = { - 'ancestors': ancestors, - 'authors': ['schlund_manuel'], - 'caption': caption, - 'plot_types': ['map'], - 'long_names': [dataset['long_name']], - } - with ProvenanceLogger(self.cfg) as provenance_logger: - provenance_logger.log(plot_path, provenance_record) - for netcdf_path in netcdf_paths: - provenance_logger.log(netcdf_path, provenance_record) + # Provenance tracking + provenance_record = { + 'ancestors': ancestors, + 'authors': ['schlund_manuel'], + 'caption': caption, + 'plot_types': ['map'], + 'long_names': [dataset['long_name']], + } + with ProvenanceLogger(self.cfg) as provenance_logger: + provenance_logger.log(plot_path, provenance_record) + for netcdf_path in netcdf_paths: + provenance_logger.log(netcdf_path, provenance_record) def create_zonal_mean_profile_plot(self, datasets): """Create zonal mean profile plot.""" diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_maps.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_maps.yml index e11971d094..6f0cf052ee 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_maps.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_maps.yml @@ -13,11 +13,54 @@ documentation: # Note: the following models are just examples datasets: - - {project: CMIP6, dataset: IPSL-CM6A-LR, exp: historical, ensemble: r1i1p1f1, grid: gr} - - {project: CMIP6, dataset: MIROC6, exp: historical, ensemble: r1i1p1f1, grid: gn} - - {project: CMIP6, dataset: MPI-ESM1-2-LR, exp: historical, ensemble: r1i1p1f1, grid: gn} - - {project: CMIP6, dataset: UKESM1-0-LL, exp: historical, ensemble: r1i1p1f2, grid: gn} - +# - {project: CMIP6, dataset: IPSL-CM6A-LR, exp: historical, ensemble: r1i1p1f1, grid: gr} +# - {project: CMIP6, dataset: MIROC6, exp: historical, ensemble: r1i1p1f1, grid: gn, benchmark_dataset: true} +# - {project: CMIP6, dataset: MPI-ESM1-2-LR, exp: historical, ensemble: r1i1p1f1, grid: gn} +# - {project: CMIP6, dataset: UKESM1-0-LL, exp: historical, ensemble: r1i1p1f2, grid: gn} + - {dataset: ACCESS-CM2, grid: gn, institute: CSIRO-ARCCSS} + - {dataset: ACCESS-ESM1-5, grid: gn, institute: CSIRO} + - {dataset: AWI-CM-1-1-MR, grid: gn} + - {dataset: AWI-ESM-1-1-LR, grid: gn} + - {dataset: BCC-CSM2-MR, grid: gn} + - {dataset: BCC-ESM1, grid: gn} + - {dataset: CAMS-CSM1-0, grid: gn} + - {dataset: CanESM5, grid: gn} + - {dataset: CanESM5-CanOE, grid: gn, ensemble: r1i1p2f1} + - {dataset: CESM2, grid: gn} + - {dataset: CESM2-FV2, grid: gn, institute: NCAR} + - {dataset: CESM2-WACCM, grid: gn, institute: NCAR} + - {dataset: CESM2-WACCM-FV2, grid: gn, institute: NCAR} + - {dataset: CIESM} + - {dataset: CNRM-CM6-1, ensemble: r1i1p1f2} + - {dataset: CNRM-CM6-1-HR, ensemble: r1i1p1f2} + - {dataset: CNRM-ESM2-1, ensemble: r1i1p1f2} + - {dataset: E3SM-1-0} + - {dataset: E3SM-1-1, institute: E3SM-Project} + - {dataset: EC-Earth3-Veg} + - {dataset: FGOALS-f3-L} + - {dataset: FGOALS-g3, grid: gn} + - {dataset: FIO-ESM-2-0, grid: gn} + - {dataset: GFDL-ESM4, grid: gr1} + - {dataset: GISS-E2-1-G, grid: gn} + - {dataset: GISS-E2-1-H, grid: gn} + - {dataset: HadGEM3-GC31-LL, ensemble: r1i1p1f3, grid: gn} + - {dataset: HadGEM3-GC31-MM, ensemble: r1i1p1f3, grid: gn} + - {dataset: INM-CM4-8, grid: gr1} + - {dataset: INM-CM5-0, grid: gr1} + - {dataset: IPSL-CM6A-LR} + - {dataset: KACE-1-0-G} + - {dataset: MCM-UA-1-0, grid: gn} + - {dataset: MIROC6, grid: gn, benchmark_dataset: true} + - {dataset: MIROC-ES2L, ensemble: r1i1p1f2, grid: gn} + - {dataset: MPI-ESM-1-2-HAM, grid: gn} + - {dataset: MPI-ESM1-2-HR, grid: gn} + - {dataset: MPI-ESM1-2-LR, grid: gn} + - {dataset: MRI-ESM2-0, grid: gn} + - {dataset: NESM3, grid: gn} + - {dataset: NorESM2-LM, grid: gn, institute: NCC} + - {dataset: NorESM2-MM, grid: gn, institute: NCC} + - {dataset: SAM0-UNICON, grid: gn} + - {dataset: UKESM1-0-LL, ensemble: r1i1p1f2, grid: gn} preprocessors: @@ -35,10 +78,14 @@ preprocessors: distance_metric: metric: rmse coords: [time] -# multi_model_statistics: -# span: overlap -# statistics: [mean, std_dev] -# exclude: [reference_dataset] + multi_model_statistics: + span: overlap + statistics: + - operator: percentile + percent: 10 + - operator: percentile + percent: 90 + exclude: [reference_dataset, MIROC6] diagnostics: @@ -47,9 +94,13 @@ diagnostics: description: Plot diurnal cycles including reference datasets. variables: pr: - timerange: '2001/2002' # can be specified, this is just an example + timerange: '2000/2009' preprocessor: pp_pr + project: CMIP6 mip: Amon + exp: historical + ensemble: r1i1p1f1 + grid: gr reference_dataset: GPCP-SG additional_datasets: - {dataset: GPCP-SG, project: OBS, type: atmos, version: 2.3, tier: 2, reference_for_metric: true} @@ -61,5 +112,7 @@ diagnostics: group_variables_by: variable_group plots: benchmarking_map: -# pyplot_kwargs: -# title: '{short_name}' + plot_kwargs: + default: + cmap: 'cool' + levels: [0.0, 0.5, 1.0, 2.0, 3.0, 5.0, 7.5, 10.0] From 904b29156c46758903111a8eb2258e9443d2afdc Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Tue, 6 Feb 2024 13:56:58 +0100 Subject: [PATCH 11/95] fixed some flake8 issues --- .../diag_scripts/monitor/multi_datasets.py | 94 +++---------------- 1 file changed, 11 insertions(+), 83 deletions(-) diff --git a/esmvaltool/diag_scripts/monitor/multi_datasets.py b/esmvaltool/diag_scripts/monitor/multi_datasets.py index db3b384add..8f330abb37 100644 --- a/esmvaltool/diag_scripts/monitor/multi_datasets.py +++ b/esmvaltool/diag_scripts/monitor/multi_datasets.py @@ -64,10 +64,10 @@ :func:`esmvalcore.preprocessor.regrid_time` and :func:`esmvalcore.preprocessor.regrid` for this). Input data needs to be 2D with dimensions `time`, `latitude`/`longitude`. - + Benchmarking plots ------------------ - - maps (``benchmarking_map``): + - maps (``benchmarking_map``): Author ------ @@ -631,8 +631,6 @@ run_diagnostic, ) -from esmvalcore.preprocessor import multi_model_statistics - logger = logging.getLogger(Path(__file__).stem) @@ -756,20 +754,12 @@ def __init__(self, config): self.plots[plot_type].setdefault( 'cbar_kwargs', {'orientation': 'horizontal', 'aspect': 30} ) - #self.plots[plot_type].setdefault('cmap', 'cool') self.plots[plot_type].setdefault('cbar_kwargs_bias', {}) self.plots[plot_type].setdefault('common_cbar', False) self.plots[plot_type].setdefault('fontsize', 10) self.plots[plot_type].setdefault('gridline_kwargs', {}) self.plots[plot_type].setdefault('plot_func', 'contourf') self.plots[plot_type].setdefault('plot_kwargs', {}) - #self.plots[plot_type].setdefault('plot_kwargs_bias', {}) - #self.plots[plot_type]['plot_kwargs_bias'].setdefault( - # 'cmap', 'bwr' - #) - #self.plots[plot_type]['plot_kwargs_bias'].setdefault( - # 'norm', 'centered' - #) if 'projection' not in self.plots[plot_type]: self.plots[plot_type].setdefault('projection', 'Robinson') self.plots[plot_type].setdefault( @@ -1845,14 +1835,15 @@ def _plot_benchmarking_map(self, plot_func, dataset, percentile_dataset): # Make sure that the data has the correct dimensions cube = dataset['cube'] - dim_coords_dat = self._check_cube_dimensions(cube, plot_type) + # dim_coords_dat = self._check_cube_dimensions(cube, plot_type) mask_cube = cube.copy() # Create plot with desired settings with mpl.rc_context(self._get_custom_mpl_rc_params(plot_type)): fig = plt.figure(**self.cfg['figure_kwargs']) - axes = fig.add_subplot(projection=self._get_benchmarking_map_projection()) + axes = fig.add_subplot( + projection=self._get_benchmarking_map_projection()) plot_kwargs = self._get_plot_kwargs(plot_type, dataset) plot_kwargs['axes'] = axes plot_map = plot_func(cube, **plot_kwargs) @@ -1865,37 +1856,17 @@ def _plot_benchmarking_map(self, plot_func, dataset, percentile_dataset): mask_cube.data = mask - hatching = plot_func( + plot_func( mask_cube, colors='none', levels=[.5, 1.5], hatches=['......', None], ) - #mpl.rcParams['hatch.linewidth'] = 1 - -# # apply hatching (slashes) to data below lower percentile -# # given by 'percentile_dataset[]' -# -# mask = np.where((cube.data <= percentile_dataset[0].data) & -# (cube.data <= percentile_dataset[1].data), 1, 0) -# -# mask_cube.data = mask -# -# hatching = plot_func( -# mask_cube, -# colors='none', -# levels=[.5, 1.5], -# hatches=['/////', None], -# ) - axes.coastlines() - #gridline_kwargs = self._get_gridline_kwargs(plot_type) - #if gridline_kwargs is not False: - # axes.gridlines(**gridline_kwargs) - - # Print statistics if desired - #self._add_stats(plot_type, axes, dim_coords_dat, dataset) + # gridline_kwargs = self._get_gridline_kwargs(plot_type) + # if gridline_kwargs is not False: + # axes.gridlines(**gridline_kwargs) # Setup colorbar fontsize = self.plots[plot_type]['fontsize'] @@ -2023,7 +1994,7 @@ def _get_benchmark_dataset(self, datasets): """Get dataset to be benchmarked.""" variable = datasets[0][self.cfg['group_variables_by']] benchmark_datasets = [d for d in datasets if - d.get('benchmark_dataset', False)] + d.get('benchmark_dataset', False)] if len(benchmark_datasets) == 1: return benchmark_datasets[0] else: @@ -2044,7 +2015,7 @@ def _get_benchmark_percentiles(self, datasets): percentiles.append(d) if len(percentiles) == 2: - return(percentiles) + return percentiles else: raise ValueError( f"Expected exactly 2 percentile datasets (created " @@ -2304,43 +2275,14 @@ def create_benchmarking_map_plot(self, datasets): # Get reference dataset ref_dataset = self._get_benchmarking_reference_dataset(datasets) - #if ref_dataset is None: - # logger.info("Plotting %s without reference dataset", plot_type) - #else: - # logger.info("Plotting %s with reference dataset '%s'", plot_type, - # self._get_label(ref_dataset)) # Get dataset to be benchmarked dataset = self._get_benchmark_dataset(datasets) - # Get percentiles from multi-model statistics percentile_dataset = self._get_benchmark_percentiles(datasets) # Get plot function plot_func = self._get_plot_func(plot_type) - # generate list of datasets with reference dataset removed - #datasets_no_ref = datasets.copy() - #for idx, dataset in enumerate(datasets): - # if dataset == ref_dataset: - # datasets_no_ref.pop(idx) - # break - # - #print("XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX") - #print("XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX") - #print("XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX") - #print(datasets_no_ref) - #print("XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX") - #print("XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX") - #print("XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX") - #exit - - # Create a single plot for dataset benchmark_dataset -# for idx, dataset in enumerate(datasets_no_ref): -# # create list of datasets w/o reference dataset and w/o current -# # dataset to be plotted -# datasetlist = datasets_no_ref.copy() -# datasetlist.pop(idx) -# ancestors = [dataset['filename']] # load data @@ -2353,20 +2295,6 @@ def create_benchmarking_map_plot(self, datasets): cube = iris.load_cube(filename) percentile_data.append(cube) -# print("8888888888888888888888888888888888888888888888888888") -# print(inputdata) -# print(len(inputdata)) -# print("8888888888888888888888888888888888888888888888888888") -# -# # calculate percentiles for stippling and hatching -# statistics = { -# 'operator': "percentile", -# 'percent': 5, -# } -# percentiles = multi_model_statistics(inputdata, 'overlap', [{'operator': 'percentilen', 'percent': -# 20}]) -# print(percentiles) - (plot_path, netcdf_paths) = ( self._plot_benchmarking_map(plot_func, dataset, percentile_data) ) From a7ab4e495b01a94c4362877492f5aabd7ae8fbf5 Mon Sep 17 00:00:00 2001 From: Lisa Bock Date: Wed, 7 Feb 2024 13:58:05 +0100 Subject: [PATCH 12/95] adding benchmarking boxplot --- .../diag_scripts/monitor/multi_datasets.py | 144 ++++++++++++++++++ .../recipe_model_benchmarking_boxplots.yml | 139 +++++++++++++++++ 2 files changed, 283 insertions(+) create mode 100644 esmvaltool/recipes/recipe_model_benchmarking_boxplots.yml diff --git a/esmvaltool/diag_scripts/monitor/multi_datasets.py b/esmvaltool/diag_scripts/monitor/multi_datasets.py index abfed90f9d..666a78eb99 100644 --- a/esmvaltool/diag_scripts/monitor/multi_datasets.py +++ b/esmvaltool/diag_scripts/monitor/multi_datasets.py @@ -600,6 +600,7 @@ import matplotlib.dates as mdates import matplotlib.pyplot as plt import numpy as np +import pandas as pd import seaborn as sns from iris.analysis.cartography import area_weights from iris.coord_categorisation import add_year @@ -623,6 +624,9 @@ io, run_diagnostic, ) +from esmvaltool.diag_scripts.seaborn_diag import ( + _get_dataframe, +) logger = logging.getLogger(Path(__file__).stem) @@ -636,9 +640,14 @@ def __init__(self, config): # Get default settings self.cfg = deepcopy(self.cfg) + self.cfg.setdefault('add_ancillary_variables', False) + self.cfg.setdefault('add_aux_coords', False) + self.cfg.setdefault('add_cell_measures', False) self.cfg.setdefault('facet_used_for_labels', 'dataset') + self.cfg.setdefault('facets_as_columns', []) self.cfg.setdefault('figure_kwargs', {'constrained_layout': True}) self.cfg.setdefault('group_variables_by', 'short_name') + self.cfg.setdefault('groupby_facet', 'short_name') self.cfg.setdefault('savefig_kwargs', { 'bbox_inches': 'tight', 'dpi': 300, @@ -680,6 +689,7 @@ def __init__(self, config): 'variable_vs_lat', 'hovmoeller_z_vs_time', 'hovmoeller_time_vs_lat_or_lon', + 'benchmarking_boxplot' ] for (plot_type, plot_options) in self.plots.items(): if plot_type not in self.supported_plot_types: @@ -704,6 +714,9 @@ def __init__(self, config): self.plots[plot_type].setdefault('plot_kwargs', {}) self.plots[plot_type].setdefault('pyplot_kwargs', {}) + elif plot_type == 'benchmarking_boxplot': + self.plots[plot_type].setdefault('plot_kwargs', {}) + elif plot_type == 'map': self.plots[plot_type].setdefault( 'cbar_label', '{short_name} [{units}]') @@ -1798,6 +1811,7 @@ def _check_cube_dimensions(cube, plot_type): """Check that cube has correct dimensional variables.""" expected_dimensions_dict = { 'annual_cycle': (['month_number'],), + 'benchmarking_boxplot': (['']), 'map': (['latitude', 'longitude'],), 'zonal_mean_profile': (['latitude', 'air_pressure'], ['latitude', 'altitude']), @@ -1861,6 +1875,29 @@ def _get_reference_dataset(self, datasets): return ref_datasets[0] return None + def _get_benchmark_dataset(self, datasets): + """Get dataset to be benchmarked.""" + variable = datasets[0][self.cfg['group_variables_by']] + benchmark_datasets = [d for d in datasets if + d.get('benchmark_dataset', False)] + if len(benchmark_datasets) == 1: + return benchmark_datasets[0] + else: + raise ValueError( + f"Expected exactly 1 benchmark dataset (with " + f"'benchmark_dataset: true' for variable " + f"'{variable}'), got {len(benchmark_datasets):d}") + return None + + def _get_benchmark_group(self, datasets): + """Get datasets for benchmarking.""" + variable = datasets[0][self.cfg['group_variables_by']] + benchmark_datasets = [d for d in datasets if not + (d.get('benchmark_dataset', False) or + d.get('reference_for_metric', False))] + return benchmark_datasets + + def create_timeseries_plot(self, datasets): """Create time series plot.""" plot_type = 'timeseries' @@ -2026,6 +2063,112 @@ def create_annual_cycle_plot(self, datasets): provenance_logger.log(plot_path, provenance_record) provenance_logger.log(netcdf_path, provenance_record) + def create_benchmarking_boxplot_plot(self, datasets): + """Create boxplot.""" + plot_type = 'benchmarking_boxplot' + if plot_type not in self.plots: + return + + if not datasets: + raise ValueError(f"No input data to plot '{plot_type}' given") + + # Get dataset to be benchmarked + benchmark_dataset = self._get_benchmark_dataset(datasets) + logger.info("Plotting %s for dataset %s", plot_type, benchmark_dataset['dataset']) + + # Get datasets for benchmarking + benchmark_group = self._get_benchmark_group(datasets) + logger.info("Benchmarking group of %i datasets.", len(benchmark_group)) + + print(benchmark_group) + + var_key = benchmark_dataset['variable_group'] + + #df_group =_get_dataframe(self.cfg) + + df = pd.DataFrame(columns=['Dataset', var_key]) + ifile = 0 + ancestors = [] + + for dataset in benchmark_group: + dataset_name = dataset['dataset'] + cube = iris.load_cube(dataset['filename']) + df.loc[ifile] = [dataset_name, cube.data] + ifile = ifile + 1 + + ancestors.append(dataset['filename']) + + df[var_key] = df[var_key].astype(str).astype(float) + + fig = plt.figure(**self.cfg['figure_kwargs']) + + cube_b = iris.load_cube(benchmark_dataset['filename']) + + plt.scatter(0, cube_b.data, marker='x', s=200, color="red", linewidths = 3) + + plt.ylabel('RMSE (' + benchmark_dataset['units'] + ')') + + sns.boxplot(data=df) + + # Save plot + plot_path = self.get_plot_path(plot_type, benchmark_dataset) + #plot_path = self.get_plot_path(plot_type, multi_dataset_facets) + fig.savefig(plot_path, **self.cfg['savefig_kwargs']) + logger.info("Wrote %s", plot_path) + plt.close() + + # Save netCDF file + netcdf_path = get_diagnostic_filename(Path(plot_path).stem, self.cfg) + var_attrs = { + n: datasets[0][n] for n in ('short_name', 'long_name', 'units') + } + #io.save_1d_data(cube, netcdf_path, 'month_number', var_attrs) + + # Provenance tracking + caption = (f"Boxplot.") + provenance_record = { + 'ancestors': ancestors, + 'authors': ['bock_lisa', 'schlund_manuel'], + 'caption': caption, + 'plot_types': ['box'], + } + with ProvenanceLogger(self.cfg) as provenance_logger: + provenance_logger.log(plot_path, provenance_record) + provenance_logger.log(netcdf_path, provenance_record) + #df = create_data_frame(input_data, cfg) + +# +# (plot_path, netcdf_paths) = ( +# self._plot_boxplot_with_ref(plot_func, datasets, dataset) +# ) +# caption = ( +# f"Boxplot of {dataset['long_name']} of dataset " +# f"{dataset['dataset']} (project {dataset['project']}) " +# f"from {dataset['start_year']} to {dataset['end_year']}." +# ) +# ancestors.append(dataset['filename']) +# +# # Save plot +# plt.savefig(plot_path, **self.cfg['savefig_kwargs']) +# logger.info("Wrote %s", plot_path) +# plt.close() +# +# # Save netCDFs +# for (netcdf_path, cube) in netcdf_paths.items(): +# io.iris_save(cube, netcdf_path) +# +# # Provenance tracking +# provenance_record = { +# 'ancestors': ancestors, +# 'authors': ['bock_lisa', 'schlund_manuel'], +# 'caption': caption, +# 'plot_types': ['box'], +# } +# with ProvenanceLogger(self.cfg) as provenance_logger: +# provenance_logger.log(plot_path, provenance_record) +# for netcdf_path in netcdf_paths: +# provenance_logger.log(netcdf_path, provenance_record) + def create_map_plot(self, datasets): """Create map plot.""" plot_type = 'map' @@ -2512,6 +2655,7 @@ def compute(self): logger.info("Processing variable %s", var_key) self.create_timeseries_plot(datasets) self.create_annual_cycle_plot(datasets) + self.create_benchmarking_boxplot_plot(datasets) self.create_map_plot(datasets) self.create_zonal_mean_profile_plot(datasets) self.create_1d_profile_plot(datasets) diff --git a/esmvaltool/recipes/recipe_model_benchmarking_boxplots.yml b/esmvaltool/recipes/recipe_model_benchmarking_boxplots.yml new file mode 100644 index 0000000000..34de82fae3 --- /dev/null +++ b/esmvaltool/recipes/recipe_model_benchmarking_boxplots.yml @@ -0,0 +1,139 @@ +# ESMValTool +--- +documentation: + title: Beichmarkig of a single model. + + description: > + Benchmarking: Box plots. + + authors: + - bock_lisa + + maintainer: + - bock_lisa + + +datasets: + - {dataset: '*', institute: '*', ensemble: r1i1p1f1, grid: '*'} + # - {dataset: ACCESS-CM2, ensemble: r1i1p1f1, grid: gn} + # - {dataset: ACCESS-ESM1-5, ensemble: r1i1p1f1, grid: gn} + # - {dataset: AWI-CM-1-1-MR, ensemble: r1i1p1f1, grid: gn} + # - {dataset: AWI-ESM-1-1-LR, ensemble: r1i1p1f1, grid: gn} + # - {dataset: BCC-CSM2-MR, ensemble: r1i1p1f1, grid: gn} + # - {dataset: BCC-ESM1, ensemble: r1i1p1f1, grid: gn} + # - {dataset: CAMS-CSM1-0, ensemble: r1i1p1f1, grid: gn} + # - {dataset: CanESM5-CanOE, ensemble: r1i1p2f1, grid: gn} + # - {dataset: CanESM5, ensemble: r1i1p1f1, grid: gn} + # - {dataset: CESM2, ensemble: r1i1p1f1, grid: gn} + # - {dataset: CESM2-FV2, ensemble: r1i1p1f1, grid: gn} + # - {dataset: CESM2-WACCM, ensemble: r1i1p1f1, grid: gn} + # - {dataset: GFDL-ESM4, grid: gr1, ensemble: r1i1p1f1} + - {dataset: ACCESS1-0, ensemble: r1i1p1, project: CMIP5, benchmark_dataset: true} + + +preprocessors: + + rmse: + custom_order: true + climate_statistics: + operator: mean + regrid: + target_grid: 2x2 + #scheme: linear + scheme: nearest + convert_units: + units: mm day-1 + distance_metric: + metric: rmse + coords: [latitude, longitude] + + global_mean: + area_statistics: + operator: mean + climate_statistics: + operator: mean + + extract_ar6_regions: + regrid: + target_grid: 5x5 + scheme: linear + extract_shape: + shapefile: ar6 + crop: true + decomposed: true + ids: + Name: ®ions_to_extract + - N.Europe + #- West&Central-Europe + #- Mediterranean + #- Equatorial.Pacific-Ocean + #- Equatorial.Atlantic-Ocean + #- Equatorial.Indic-Ocean + convert_units: + units: mm day-1 + area_statistics: + operator: mean + climate_statistics: + operator: mean + + + +diagnostics: + + plot_boxplots: + description: Plot boxplots for different variables. + variables: + pr: + preprocessor: rmse + project: CMIP6 + mip: Amon + exp: historical + timerange: '1979/2004' + #pr: + # mip: day + # preprocessor: extract_ar6_regions + # project: CMIP6 + # exp: historical + # timerange: '2005/2014' + # scripts: null + additional_datasets: + - {dataset: GPCP-SG, project: OBS, type: atmos, version: 2.3, tier: 2, reference_for_metric: true} + scripts: + allplots: + script: monitor/multi_datasets.py + plot_folder: '{plot_dir}' + group_variables_by: variable_group + plots: + benchmarking_boxplot: + + + + + #seaborn_func: boxplot + # groupby_facet: var + #seaborn_kwargs: + # kind: hist + # stat: density + # bins: 300 + # y: pr + # col: shape_id + # col_order: *regions_to_extract + # col_wrap: 3 + # hue: alias + # facet_kws: + # sharey: false + #add_aux_coords: true + #dropna_kwargs: + # axis: 0 + # how: any + #legend_title: Model + #plot_object_methods: + # set: + # xlabel: 'Precipitation [mm/day]' + # xlim: [0, 30] + # set_titles: '{col_name}' + #seaborn_settings: + # style: ticks + # rc: + # axes.titlepad: 15.0 + #suptitle: Summary plot. From b25b9c66f719b7d1551a36a0c15813da2d7f8c46 Mon Sep 17 00:00:00 2001 From: Lisa Bock Date: Wed, 7 Feb 2024 18:14:46 +0100 Subject: [PATCH 13/95] extract plotting function --- .../diag_scripts/monitor/multi_datasets.py | 133 +++++++++--------- 1 file changed, 66 insertions(+), 67 deletions(-) diff --git a/esmvaltool/diag_scripts/monitor/multi_datasets.py b/esmvaltool/diag_scripts/monitor/multi_datasets.py index 4929721230..2db2936763 100644 --- a/esmvaltool/diag_scripts/monitor/multi_datasets.py +++ b/esmvaltool/diag_scripts/monitor/multi_datasets.py @@ -724,6 +724,8 @@ def __init__(self, config): elif plot_type == 'benchmarking_boxplot': self.plots[plot_type].setdefault('plot_kwargs', {}) + self.plots[plot_type].setdefault('pyplot_kwargs', {}) + self.plots[plot_type].setdefault('fontsize', 10) elif plot_type == 'map': self.plots[plot_type].setdefault( @@ -1905,6 +1907,57 @@ def _plot_benchmarking_map(self, plot_func, dataset, percentile_dataset): return (plot_path, {netcdf_path: cube}) + def _plot_benchmarking_boxplot(self, benchmark_dataset, benchmark_group): + """Plot benchmarking boxplot.""" + plot_type = 'benchmarking_boxplot' + logger.info("Plotting benchmarking boxplot for '%s'", + self._get_label(benchmark_dataset)) + + var_key = benchmark_dataset['variable_group'] + + df = pd.DataFrame(columns=['Dataset', var_key]) + ifile = 0 + + for dataset in benchmark_group: + dataset_name = dataset['dataset'] + cube = iris.load_cube(dataset['filename']) + df.loc[ifile] = [dataset_name, cube.data] + ifile = ifile + 1 + + df[var_key] = df[var_key].astype(str).astype(float) + + cube = benchmark_dataset['cube'] + + # Create plot with desired settings + with mpl.rc_context(self._get_custom_mpl_rc_params(plot_type)): + fig = plt.figure(**self.cfg['figure_kwargs']) + axes = fig.add_subplot() + plot_kwargs = self._get_plot_kwargs(plot_type, dataset) + plot_kwargs['axes'] = axes + + plot_boxplot = sns.boxplot(data=df) + plot_boxplot.set(xticklabels=[]) + #plot_map = plot_func(cube, **plot_kwargs) + + plt.scatter(0, cube.data, marker='x', s=200, color="red", linewidths = 3) + + plt.ylabel(benchmark_dataset['units']) + + # Setup colorbar + fontsize = self.plots[plot_type]['fontsize'] + + # Customize plot + axes.set_title(self._get_label(benchmark_dataset)) + fig.suptitle(f"{dataset['long_name']} ({dataset['start_year']}-" + f"{dataset['end_year']})") + self._process_pyplot_kwargs(plot_type, dataset) + + # File paths + plot_path = self.get_plot_path(plot_type, dataset) + netcdf_path = get_diagnostic_filename(Path(plot_path).stem, self.cfg) + + return (plot_path, {netcdf_path: cube}) + def _process_pyplot_kwargs(self, plot_type, dataset): """Process functions for :mod:`matplotlib.pyplot`.""" pyplot_kwargs = self.plots[plot_type]['pyplot_kwargs'] @@ -2226,53 +2279,30 @@ def create_benchmarking_boxplot_plot(self, datasets): # Get datasets for benchmarking benchmark_group = self._get_benchmark_group(datasets) logger.info("Benchmarking group of %i datasets.", len(benchmark_group)) - print(benchmark_group) - var_key = benchmark_dataset['variable_group'] - - #df_group =_get_dataframe(self.cfg) - - df = pd.DataFrame(columns=['Dataset', var_key]) - ifile = 0 - ancestors = [] - + ancestors = [benchmark_dataset['filename']] for dataset in benchmark_group: - dataset_name = dataset['dataset'] - cube = iris.load_cube(dataset['filename']) - df.loc[ifile] = [dataset_name, cube.data] - ifile = ifile + 1 - ancestors.append(dataset['filename']) - df[var_key] = df[var_key].astype(str).astype(float) - - fig = plt.figure(**self.cfg['figure_kwargs']) - - cube_b = iris.load_cube(benchmark_dataset['filename']) - - plt.scatter(0, cube_b.data, marker='x', s=200, color="red", linewidths = 3) - - plt.ylabel('RMSE (' + benchmark_dataset['units'] + ')') - - sns.boxplot(data=df) + (plot_path, netcdf_paths) = ( + self._plot_benchmarking_boxplot(benchmark_dataset, benchmark_group) + ) # Save plot - plot_path = self.get_plot_path(plot_type, benchmark_dataset) - #plot_path = self.get_plot_path(plot_type, multi_dataset_facets) - fig.savefig(plot_path, **self.cfg['savefig_kwargs']) + plt.savefig(plot_path, **self.cfg['savefig_kwargs']) logger.info("Wrote %s", plot_path) plt.close() # Save netCDF file - netcdf_path = get_diagnostic_filename(Path(plot_path).stem, self.cfg) - var_attrs = { - n: datasets[0][n] for n in ('short_name', 'long_name', 'units') - } - #io.save_1d_data(cube, netcdf_path, 'month_number', var_attrs) + for (netcdf_path, cube) in netcdf_paths.items(): + io.iris_save(cube, netcdf_path) # Provenance tracking - caption = (f"Boxplot.") + caption = ( + f"Boxplot of {dataset['long_name']} of dataset " + f"{dataset['dataset']} (project {dataset['project']}) " + f"from {dataset['start_year']} to {dataset['end_year']}." provenance_record = { 'ancestors': ancestors, 'authors': ['bock_lisa', 'schlund_manuel'], @@ -2282,39 +2312,8 @@ def create_benchmarking_boxplot_plot(self, datasets): with ProvenanceLogger(self.cfg) as provenance_logger: provenance_logger.log(plot_path, provenance_record) provenance_logger.log(netcdf_path, provenance_record) - #df = create_data_frame(input_data, cfg) - -# -# (plot_path, netcdf_paths) = ( -# self._plot_boxplot_with_ref(plot_func, datasets, dataset) -# ) -# caption = ( -# f"Boxplot of {dataset['long_name']} of dataset " -# f"{dataset['dataset']} (project {dataset['project']}) " -# f"from {dataset['start_year']} to {dataset['end_year']}." -# ) -# ancestors.append(dataset['filename']) -# -# # Save plot -# plt.savefig(plot_path, **self.cfg['savefig_kwargs']) -# logger.info("Wrote %s", plot_path) -# plt.close() -# -# # Save netCDFs -# for (netcdf_path, cube) in netcdf_paths.items(): -# io.iris_save(cube, netcdf_path) -# -# # Provenance tracking -# provenance_record = { -# 'ancestors': ancestors, -# 'authors': ['bock_lisa', 'schlund_manuel'], -# 'caption': caption, -# 'plot_types': ['box'], -# } -# with ProvenanceLogger(self.cfg) as provenance_logger: -# provenance_logger.log(plot_path, provenance_record) -# for netcdf_path in netcdf_paths: -# provenance_logger.log(netcdf_path, provenance_record) + + self._plot_boxplot_with_ref(plot_func, datasets, dataset) def create_map_plot(self, datasets): """Create map plot.""" From ec4b1c1ea0a2090f8bd11a4d6ab5389d6faf64fe Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Thu, 8 Feb 2024 07:05:48 +0100 Subject: [PATCH 14/95] added draft of recipe_model_benchmarking_timeseries.yml --- .../recipe_model_benchmarking_timeseries.yml | 160 ++++++++++++++++++ 1 file changed, 160 insertions(+) create mode 100644 esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_timeseries.yml diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_timeseries.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_timeseries.yml new file mode 100644 index 0000000000..09a67e69de --- /dev/null +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_timeseries.yml @@ -0,0 +1,160 @@ +# ESMValTool +--- +documentation: + title: Benchmarking of a single model. + description: > + Benchmarking: time series. + authors: + - lauer_axel + - schlund_manuel + maintainer: + - lauer_axel + + +# Note: the following models are just examples +datasets: +# - {project: CMIP6, dataset: IPSL-CM6A-LR, exp: historical, ensemble: r1i1p1f1, grid: gr} +# - {project: CMIP6, dataset: MIROC6, exp: historical, ensemble: r1i1p1f1, grid: gn, benchmark_dataset: true} +# - {project: CMIP6, dataset: MPI-ESM1-2-LR, exp: historical, ensemble: r1i1p1f1, grid: gn} +# - {project: CMIP6, dataset: UKESM1-0-LL, exp: historical, ensemble: r1i1p1f2, grid: gn} + - {dataset: ACCESS-CM2, grid: gn, institute: CSIRO-ARCCSS} + - {dataset: ACCESS-ESM1-5, grid: gn, institute: CSIRO} + - {dataset: AWI-CM-1-1-MR, grid: gn} + - {dataset: AWI-ESM-1-1-LR, grid: gn} + - {dataset: BCC-CSM2-MR, grid: gn} + - {dataset: BCC-ESM1, grid: gn} + - {dataset: CAMS-CSM1-0, grid: gn} + - {dataset: CanESM5, grid: gn} + - {dataset: CanESM5-CanOE, grid: gn, ensemble: r1i1p2f1} + - {dataset: CESM2, grid: gn} + - {dataset: CESM2-FV2, grid: gn, institute: NCAR} + - {dataset: CESM2-WACCM, grid: gn, institute: NCAR} + - {dataset: CESM2-WACCM-FV2, grid: gn, institute: NCAR} + - {dataset: CIESM} + - {dataset: CNRM-CM6-1, ensemble: r1i1p1f2} + - {dataset: CNRM-CM6-1-HR, ensemble: r1i1p1f2} + - {dataset: CNRM-ESM2-1, ensemble: r1i1p1f2} + - {dataset: E3SM-1-0} + - {dataset: E3SM-1-1, institute: E3SM-Project} + - {dataset: EC-Earth3-Veg} + - {dataset: FGOALS-f3-L} + - {dataset: FGOALS-g3, grid: gn} + - {dataset: FIO-ESM-2-0, grid: gn} + - {dataset: GFDL-ESM4, grid: gr1} + - {dataset: GISS-E2-1-G, grid: gn} + - {dataset: GISS-E2-1-H, grid: gn} + - {dataset: HadGEM3-GC31-LL, ensemble: r1i1p1f3, grid: gn} + - {dataset: HadGEM3-GC31-MM, ensemble: r1i1p1f3, grid: gn} + - {dataset: INM-CM4-8, grid: gr1} + - {dataset: INM-CM5-0, grid: gr1} + - {dataset: IPSL-CM6A-LR} + - {dataset: KACE-1-0-G} + - {dataset: MCM-UA-1-0, grid: gn} + - {dataset: MIROC6, grid: gn, benchmark_dataset: true} + - {dataset: MIROC-ES2L, ensemble: r1i1p1f2, grid: gn} + - {dataset: MPI-ESM-1-2-HAM, grid: gn} + - {dataset: MPI-ESM1-2-HR, grid: gn} + - {dataset: MPI-ESM1-2-LR, grid: gn} + - {dataset: MRI-ESM2-0, grid: gn} + - {dataset: NESM3, grid: gn} + - {dataset: NorESM2-LM, grid: gn, institute: NCC} + - {dataset: NorESM2-MM, grid: gn, institute: NCC} + - {dataset: SAM0-UNICON, grid: gn} + - {dataset: UKESM1-0-LL, ensemble: r1i1p1f2, grid: gn} + +preprocessors: + + pp_tas: + regrid: + target_grid: 2x2 + scheme: linear + area_statistics: + operator: mean + anomalies: + period: month + reference: + start_year: 1980 + start_month: 1 + start_day: 1 + end_year: 1999 + end_month: 12 + end_day: 31 + + pp_tas_metric: + custom_order: true + regrid_time: + calendar: standard + regrid: + target_grid: 2x2 + scheme: linear + distance_metric: + metric: rmse + coords: [longitude, latitude] + anomalies: + period: month + reference: + start_year: 1980 + start_month: 1 + start_day: 1 + end_year: 1999 + end_month: 12 + end_day: 31 + multi_model_statistics: + span: overlap + statistics: + - operator: percentile + percent: 10 + - operator: percentile + percent: 90 + exclude: [reference_dataset, MIROC6] + + +diagnostics: + + benchmarking_timeseries: + description: Plot "classical" time series of global mean anomalies including a reference dataset. + variables: + tas: + timerange: '1980/2014' + preprocessor: pp_tas + project: CMIP6 + mip: Amon + exp: historical + ensemble: r1i1p1f1 + grid: gr + reference_dataset: HadCRUT5 + additional_datasets: + - {dataset: HadCRUT5, project: OBS, type: ground, version: 5.0.1.0-analysis, tier: 2, reference_for_metric: true} + scripts: + allplots: + script: monitor/multi_datasets.py + plot_folder: '{plot_dir}' +# plot_filename: '{plot_type}_{real_name}_{mip}' + group_variables_by: variable_group +# facet_used_for_labels: project + plots: + timeseries: + annual_mean_kwargs: False +# legend_kwargs: False + plot_kwargs: + MIROC6: + color: red + label: '{dataset}' + linestyle: '-' + linewidth: 2 + zorder: 3 + HadCRUT5: + color: black + label: '{dataset}' + linestyle: '-' + linewidth: 2 + zorder: 2 + default: + color: lightgray + label: null + linestyle: '-' + linewidth: 1 + zorder: 1 +# benchmarking_timeseries: +# plot_kwargs: +# default: From 2438b26bdb17e38ec30c80f9ec3618b0ad42c36d Mon Sep 17 00:00:00 2001 From: Lisa Bock Date: Thu, 8 Feb 2024 08:42:42 +0100 Subject: [PATCH 15/95] fix filename --- esmvaltool/diag_scripts/monitor/multi_datasets.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/esmvaltool/diag_scripts/monitor/multi_datasets.py b/esmvaltool/diag_scripts/monitor/multi_datasets.py index 2db2936763..27f07fcefe 100644 --- a/esmvaltool/diag_scripts/monitor/multi_datasets.py +++ b/esmvaltool/diag_scripts/monitor/multi_datasets.py @@ -1953,7 +1953,7 @@ def _plot_benchmarking_boxplot(self, benchmark_dataset, benchmark_group): self._process_pyplot_kwargs(plot_type, dataset) # File paths - plot_path = self.get_plot_path(plot_type, dataset) + plot_path = self.get_plot_path(plot_type, benchmark_dataset) netcdf_path = get_diagnostic_filename(Path(plot_path).stem, self.cfg) return (plot_path, {netcdf_path: cube}) @@ -2303,6 +2303,7 @@ def create_benchmarking_boxplot_plot(self, datasets): f"Boxplot of {dataset['long_name']} of dataset " f"{dataset['dataset']} (project {dataset['project']}) " f"from {dataset['start_year']} to {dataset['end_year']}." + ) provenance_record = { 'ancestors': ancestors, 'authors': ['bock_lisa', 'schlund_manuel'], @@ -2313,7 +2314,6 @@ def create_benchmarking_boxplot_plot(self, datasets): provenance_logger.log(plot_path, provenance_record) provenance_logger.log(netcdf_path, provenance_record) - self._plot_boxplot_with_ref(plot_func, datasets, dataset) def create_map_plot(self, datasets): """Create map plot.""" From 30b845314df728f572d66a92f6d71cd91f38a9b3 Mon Sep 17 00:00:00 2001 From: Lisa Bock Date: Fri, 9 Feb 2024 08:10:24 +0100 Subject: [PATCH 16/95] boxplots for more variables --- .../diag_scripts/monitor/multi_datasets.py | 125 +++++++++------- .../recipe_model_benchmarking_boxplots.yml | 136 ++++++++++++++---- 2 files changed, 184 insertions(+), 77 deletions(-) diff --git a/esmvaltool/diag_scripts/monitor/multi_datasets.py b/esmvaltool/diag_scripts/monitor/multi_datasets.py index 27f07fcefe..017664c9d4 100644 --- a/esmvaltool/diag_scripts/monitor/multi_datasets.py +++ b/esmvaltool/diag_scripts/monitor/multi_datasets.py @@ -1907,56 +1907,54 @@ def _plot_benchmarking_map(self, plot_func, dataset, percentile_dataset): return (plot_path, {netcdf_path: cube}) - def _plot_benchmarking_boxplot(self, benchmark_dataset, benchmark_group): + def _plot_benchmarking_boxplot(self, df, cubes, variables, datasets): """Plot benchmarking boxplot.""" plot_type = 'benchmarking_boxplot' logger.info("Plotting benchmarking boxplot for '%s'", - self._get_label(benchmark_dataset)) + self._get_label(datasets[0])) - var_key = benchmark_dataset['variable_group'] - - df = pd.DataFrame(columns=['Dataset', var_key]) - ifile = 0 - - for dataset in benchmark_group: - dataset_name = dataset['dataset'] - cube = iris.load_cube(dataset['filename']) - df.loc[ifile] = [dataset_name, cube.data] - ifile = ifile + 1 - - df[var_key] = df[var_key].astype(str).astype(float) - - cube = benchmark_dataset['cube'] # Create plot with desired settings with mpl.rc_context(self._get_custom_mpl_rc_params(plot_type)): fig = plt.figure(**self.cfg['figure_kwargs']) - axes = fig.add_subplot() - plot_kwargs = self._get_plot_kwargs(plot_type, dataset) - plot_kwargs['axes'] = axes + fig.suptitle(self._get_label(datasets[0]) + f" ({datasets[0]['start_year']} - " + f"{datasets[0]['end_year']})") - plot_boxplot = sns.boxplot(data=df) - plot_boxplot.set(xticklabels=[]) - #plot_map = plot_func(cube, **plot_kwargs) + sns.set_style('darkgrid') + #sns.axes_style("whitegrid") - plt.scatter(0, cube.data, marker='x', s=200, color="red", linewidths = 3) + for i, var in enumerate(variables): + axes = plt.subplot(1, len(variables), i+1) + plot_kwargs = self._get_plot_kwargs(plot_type, datasets[i]) + plot_kwargs['axes'] = axes - plt.ylabel(benchmark_dataset['units']) + print(df) + print(datasets[i]) - # Setup colorbar - fontsize = self.plots[plot_type]['fontsize'] + plot_boxplot = sns.boxplot(data=df[df['Variable'] == var]) + plot_boxplot.set(xticklabels=[]) + #plot_map = plot_func(cube, **plot_kwargs) - # Customize plot - axes.set_title(self._get_label(benchmark_dataset)) - fig.suptitle(f"{dataset['long_name']} ({dataset['start_year']}-" - f"{dataset['end_year']})") - self._process_pyplot_kwargs(plot_type, dataset) + plt.scatter(0, cubes[i].data, marker='x', s=200, color="red", linewidths = 3) + + plt.ylabel(datasets[i]['units']) + plt.xlabel(var) + + # Setup fontsize + fontsize = self.plots[plot_type]['fontsize'] + + # Customize plot + #axes.set_title(f"{datasets[i]['long_name']} ({datasets[i]['start_year']}-" + # f"{datasets[i]['end_year']})") + #axes.set_title(f"{len(df[df['Variable'] == var])} models", + # ha='right') + self._process_pyplot_kwargs(plot_type, datasets[i]) # File paths - plot_path = self.get_plot_path(plot_type, benchmark_dataset) + plot_path = self.get_plot_path(plot_type, datasets[0]) netcdf_path = get_diagnostic_filename(Path(plot_path).stem, self.cfg) - return (plot_path, {netcdf_path: cube}) + return (plot_path, {netcdf_path: cubes[0]}) def _process_pyplot_kwargs(self, plot_type, dataset): """Process functions for :mod:`matplotlib.pyplot`.""" @@ -2263,30 +2261,54 @@ def create_annual_cycle_plot(self, datasets): provenance_logger.log(plot_path, provenance_record) provenance_logger.log(netcdf_path, provenance_record) - def create_benchmarking_boxplot_plot(self, datasets): + def create_benchmarking_boxplot_plot(self): """Create boxplot.""" plot_type = 'benchmarking_boxplot' if plot_type not in self.plots: return - if not datasets: - raise ValueError(f"No input data to plot '{plot_type}' given") + df = pd.DataFrame(columns=['Variable', 'Dataset', 'Value']) + ifile = 0 - # Get dataset to be benchmarked - benchmark_dataset = self._get_benchmark_dataset(datasets) - logger.info("Plotting %s for dataset %s", plot_type, benchmark_dataset['dataset']) + #cubes = [] + cubes = iris.cube.CubeList() + benchmark_datasets = [] + variables = [] - # Get datasets for benchmarking - benchmark_group = self._get_benchmark_group(datasets) - logger.info("Benchmarking group of %i datasets.", len(benchmark_group)) - print(benchmark_group) + for (var_key, datasets) in self.grouped_input_data.items(): + logger.info("Processing variable %s", var_key) + + if not datasets: + raise ValueError(f"No input data to plot '{plot_type}' given") + + # Get dataset to be benchmarked + benchmark_dataset = self._get_benchmark_dataset(datasets) + logger.info("Plotting %s for dataset %s", plot_type, benchmark_dataset['dataset']) + + # Get datasets for benchmarking + benchmark_group = self._get_benchmark_group(datasets) + logger.info("Benchmarking group of %i datasets.", len(benchmark_group)) + print(benchmark_group) + + ancestors = [benchmark_dataset['filename']] + for dataset in benchmark_group: + ancestors.append(dataset['filename']) + + for dataset in benchmark_group: + dataset_name = dataset['dataset'] + cube = iris.load_cube(dataset['filename']) + df.loc[ifile] = [var_key, dataset_name, cube.data] + ifile = ifile + 1 + + df['Value'] = df['Value'].astype(str).astype(float) + + cubes.append(benchmark_dataset['cube']) + benchmark_datasets.append(benchmark_dataset) + variables.append(var_key) - ancestors = [benchmark_dataset['filename']] - for dataset in benchmark_group: - ancestors.append(dataset['filename']) (plot_path, netcdf_paths) = ( - self._plot_benchmarking_boxplot(benchmark_dataset, benchmark_group) + self._plot_benchmarking_boxplot(df, cubes, variables, benchmark_datasets) ) # Save plot @@ -2300,9 +2322,10 @@ def create_benchmarking_boxplot_plot(self, datasets): # Provenance tracking caption = ( - f"Boxplot of {dataset['long_name']} of dataset " - f"{dataset['dataset']} (project {dataset['project']}) " - f"from {dataset['start_year']} to {dataset['end_year']}." + f"Boxplot." + #f"Boxplot of {dataset['long_name']} of dataset " + #f"{dataset['dataset']} (project {dataset['project']}) " + #f"from {dataset['start_year']} to {dataset['end_year']}." ) provenance_record = { 'ancestors': ancestors, @@ -2866,11 +2889,11 @@ def create_hovmoeller_time_vs_lat_or_lon_plot(self, datasets): def compute(self): """Plot preprocessed data.""" + self.create_benchmarking_boxplot_plot() for (var_key, datasets) in self.grouped_input_data.items(): logger.info("Processing variable %s", var_key) self.create_timeseries_plot(datasets) self.create_annual_cycle_plot(datasets) - self.create_benchmarking_boxplot_plot(datasets) self.create_map_plot(datasets) self.create_benchmarking_map_plot(datasets) self.create_zonal_mean_profile_plot(datasets) diff --git a/esmvaltool/recipes/recipe_model_benchmarking_boxplots.yml b/esmvaltool/recipes/recipe_model_benchmarking_boxplots.yml index 34de82fae3..a694193dae 100644 --- a/esmvaltool/recipes/recipe_model_benchmarking_boxplots.yml +++ b/esmvaltool/recipes/recipe_model_benchmarking_boxplots.yml @@ -14,21 +14,54 @@ documentation: datasets: - - {dataset: '*', institute: '*', ensemble: r1i1p1f1, grid: '*'} - # - {dataset: ACCESS-CM2, ensemble: r1i1p1f1, grid: gn} - # - {dataset: ACCESS-ESM1-5, ensemble: r1i1p1f1, grid: gn} - # - {dataset: AWI-CM-1-1-MR, ensemble: r1i1p1f1, grid: gn} - # - {dataset: AWI-ESM-1-1-LR, ensemble: r1i1p1f1, grid: gn} - # - {dataset: BCC-CSM2-MR, ensemble: r1i1p1f1, grid: gn} - # - {dataset: BCC-ESM1, ensemble: r1i1p1f1, grid: gn} - # - {dataset: CAMS-CSM1-0, ensemble: r1i1p1f1, grid: gn} - # - {dataset: CanESM5-CanOE, ensemble: r1i1p2f1, grid: gn} - # - {dataset: CanESM5, ensemble: r1i1p1f1, grid: gn} - # - {dataset: CESM2, ensemble: r1i1p1f1, grid: gn} - # - {dataset: CESM2-FV2, ensemble: r1i1p1f1, grid: gn} - # - {dataset: CESM2-WACCM, ensemble: r1i1p1f1, grid: gn} - # - {dataset: GFDL-ESM4, grid: gr1, ensemble: r1i1p1f1} - - {dataset: ACCESS1-0, ensemble: r1i1p1, project: CMIP5, benchmark_dataset: true} + #- {dataset: '*', institute: '*', ensemble: r1i1p1f1, grid: '*'} + # CMIP6 + - &cmip6 {dataset: ACCESS-CM2, grid: gn, + ensemble: r1i1p1f1, project: CMIP6} + - {<<: *cmip6, dataset: ACCESS-ESM1-5, institute: CSIRO} + - {<<: *cmip6, dataset: AWI-CM-1-1-MR} + - {<<: *cmip6, dataset: AWI-ESM-1-1-LR} + - {<<: *cmip6, dataset: BCC-CSM2-MR} + - {<<: *cmip6, dataset: CAMS-CSM1-0} + - {<<: *cmip6, dataset: CanESM5} + - {<<: *cmip6, dataset: CanESM5-CanOE, ensemble: r1i1p2f1} + - {<<: *cmip6, dataset: CESM2} + - {<<: *cmip6, dataset: CESM2-FV2, institute: NCAR} + - {<<: *cmip6, dataset: CESM2-WACCM, institute: NCAR} + - {<<: *cmip6, dataset: CESM2-WACCM-FV2, institute: NCAR} + - {<<: *cmip6, dataset: CIESM, grid: gr} + - {<<: *cmip6, dataset: CMCC-CM2-HR4} + - {<<: *cmip6, dataset: CMCC-CM2-SR5} + - {<<: *cmip6, dataset: CNRM-CM6-1, ensemble: r1i1p1f2, grid: gr} + - {<<: *cmip6, dataset: CNRM-CM6-1-HR, ensemble: r1i1p1f2, grid: gr} + - {<<: *cmip6, dataset: CNRM-ESM2-1, ensemble: r1i1p1f2, grid: gr} + - {<<: *cmip6, dataset: EC-Earth3-Veg-LR, grid: gr} + - {<<: *cmip6, dataset: FGOALS-f3-L, grid: gr} + - {<<: *cmip6, dataset: FGOALS-g3} + - {<<: *cmip6, dataset: GFDL-CM4, grid: gr1} + - {<<: *cmip6, dataset: GISS-E2-1-G} + - {<<: *cmip6, dataset: GISS-E2-1-H} + - {<<: *cmip6, dataset: HadGEM3-GC31-LL, ensemble: r1i1p1f3} + - {<<: *cmip6, dataset: HadGEM3-GC31-MM, ensemble: r1i1p1f3} + - {<<: *cmip6, dataset: IITM-ESM} + - {<<: *cmip6, dataset: INM-CM4-8, grid: gr1} + - {<<: *cmip6, dataset: INM-CM5-0, grid: gr1} + - {<<: *cmip6, dataset: IPSL-CM6A-LR, grid: gr} + - {<<: *cmip6, dataset: MIROC6} + - {<<: *cmip6, dataset: MIROC-ES2L, ensemble: r1i1p1f2} + - {<<: *cmip6, dataset: MPI-ESM-1-2-HAM} + - {<<: *cmip6, dataset: MPI-ESM1-2-LR} + - {<<: *cmip6, dataset: MPI-ESM1-2-HR} + - {<<: *cmip6, dataset: MRI-ESM2-0} + - {<<: *cmip6, dataset: NESM3} + - {<<: *cmip6, dataset: NorCPM1, institute: NCC, ensemble: r10i1p1f1} + - {<<: *cmip6, dataset: NorESM2-LM, institute: NCC} + - {<<: *cmip6, dataset: NorESM2-MM, institute: NCC} + - {<<: *cmip6, dataset: SAM0-UNICON} + - {<<: *cmip6, dataset: TaiESM1} + - {<<: *cmip6, dataset: UKESM1-0-LL, ensemble: r1i1p1f2} + # Dataset to be benchmarked + - {dataset: ACCESS1-0, ensemble: r1i1p1, project: CMIP5, benchmark_dataset: true} preprocessors: @@ -39,7 +72,17 @@ preprocessors: operator: mean regrid: target_grid: 2x2 - #scheme: linear + scheme: nearest + distance_metric: + metric: rmse + coords: [latitude, longitude] + + rmse_pr: + custom_order: true + climate_statistics: + operator: mean + regrid: + target_grid: 2x2 scheme: nearest convert_units: units: mm day-1 @@ -83,21 +126,62 @@ diagnostics: plot_boxplots: description: Plot boxplots for different variables. variables: - pr: + tas: &var preprocessor: rmse project: CMIP6 mip: Amon exp: historical - timerange: '1979/2004' - #pr: - # mip: day - # preprocessor: extract_ar6_regions - # project: CMIP6 - # exp: historical - # timerange: '2005/2014' - # scripts: null + ensemble: r1i1p1f1 + grid: gn + timerange: '1985/2004' + additional_datasets: + - {dataset: ERA5, project: native6, type: reanaly, version: v1, + tier: 3, reference_for_metric: true} + #hus400: + # <<: *var + # additional_datasets: + # - {dataset: ERA5, project: native6, type: reanaly, version: v1, tier: 3} + lwcre: + <<: *var + derive: true + additional_datasets: + - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} + pr: + <<: *var + preprocessor: rmse_pr + additional_datasets: + - {dataset: GPCP-SG, project: OBS, type: atmos, version: 2.3, tier: 2, + reference_for_metric: true} + psl: + <<: *var + additional_datasets: + - {dataset: JRA-55, project: ana4mips, type: reanalysis, tier: 1, + reference_for_metric: true} + rlut: + <<: *var + additional_datasets: + - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} + rsut: + <<: *var + additional_datasets: + - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} + swcre: + <<: *var + derive: true + additional_datasets: + - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} + ts: + <<: *var additional_datasets: - - {dataset: GPCP-SG, project: OBS, type: atmos, version: 2.3, tier: 2, reference_for_metric: true} + - {dataset: HadISST, project: OBS, type: reanaly, version: 1, tier: 2, reference_for_metric: true} + #zg500: + # <<: *var + # additional_datasets: + # - {dataset: ERA5, project: native6, type: reanaly, version: v1, tier: 3} scripts: allplots: script: monitor/multi_datasets.py From b864979e8616f82b3db3df45365e8b0d80a2e168 Mon Sep 17 00:00:00 2001 From: Lisa Bock Date: Fri, 9 Feb 2024 08:14:39 +0100 Subject: [PATCH 17/95] mv recipe --- .../{ => model_evaluation}/recipe_model_benchmarking_boxplots.yml | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename esmvaltool/recipes/{ => model_evaluation}/recipe_model_benchmarking_boxplots.yml (100%) diff --git a/esmvaltool/recipes/recipe_model_benchmarking_boxplots.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_boxplots.yml similarity index 100% rename from esmvaltool/recipes/recipe_model_benchmarking_boxplots.yml rename to esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_boxplots.yml From dddc3a52d89c08f007eed2a813f1c567109f79e7 Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Fri, 9 Feb 2024 14:54:29 +0100 Subject: [PATCH 18/95] added zonal mean benchmarking plot --- .../diag_scripts/monitor/multi_datasets.py | 295 +++++++++++++++++- .../recipe_model_benchmarking_maps.yml | 2 - 2 files changed, 278 insertions(+), 19 deletions(-) diff --git a/esmvaltool/diag_scripts/monitor/multi_datasets.py b/esmvaltool/diag_scripts/monitor/multi_datasets.py index 27f07fcefe..854e3dcf94 100644 --- a/esmvaltool/diag_scripts/monitor/multi_datasets.py +++ b/esmvaltool/diag_scripts/monitor/multi_datasets.py @@ -68,6 +68,7 @@ Benchmarking plots ------------------ - maps (``benchmarking_map``): + - Zonal mean profiles (plot type ``benchmarking_zonal``): Author ------ @@ -583,6 +584,9 @@ Configuration options for plot type ``benchmarking_map`` -------------------------------------------------------- +Configuration options for plot type ``benchmarking_zonal`` +---------------------------------------------------------- + .. hint:: Extra arguments given to the recipe are ignored, so it is safe to use yaml @@ -696,8 +700,9 @@ def __init__(self, config): 'variable_vs_lat', 'hovmoeller_z_vs_time', 'hovmoeller_time_vs_lat_or_lon', - 'benchmarking_map', 'benchmarking_boxplot', + 'benchmarking_map', + 'benchmarking_zonal', ] for (plot_type, plot_options) in self.plots.items(): if plot_type not in self.supported_plot_types: @@ -818,6 +823,36 @@ def __init__(self, config): self.plots[plot_type].setdefault('x_pos_stats_avg', 0.01) self.plots[plot_type].setdefault('x_pos_stats_bias', 0.7) + elif plot_type == 'benchmarking_zonal': + self.plots[plot_type].setdefault( + 'cbar_label', '{short_name} [{units}]') + self.plots[plot_type].setdefault( + 'cbar_label_bias', 'Δ{short_name} [{units}]') + self.plots[plot_type].setdefault( + 'cbar_kwargs', {'orientation': 'vertical'} + ) + self.plots[plot_type].setdefault('cbar_kwargs_bias', {}) + self.plots[plot_type].setdefault('common_cbar', False) + self.plots[plot_type].setdefault('fontsize', 10) + self.plots[plot_type].setdefault('log_y', True) + self.plots[plot_type].setdefault('plot_func', 'contourf') + self.plots[plot_type].setdefault('plot_kwargs', {}) + self.plots[plot_type].setdefault('plot_kwargs_bias', {}) + self.plots[plot_type]['plot_kwargs_bias'].setdefault( + 'cmap', 'bwr' + ) + self.plots[plot_type]['plot_kwargs_bias'].setdefault( + 'norm', 'centered' + ) + self.plots[plot_type].setdefault('pyplot_kwargs', {}) + self.plots[plot_type].setdefault('rasterize', True) + self.plots[plot_type].setdefault('show_stats', True) + self.plots[plot_type].setdefault( + 'show_y_minor_ticklabels', False + ) + self.plots[plot_type].setdefault('x_pos_stats_avg', 0.01) + self.plots[plot_type].setdefault('x_pos_stats_bias', 0.7) + elif plot_type == '1d_profile': self.plots[plot_type].setdefault('aspect_ratio', 1.5) self.plots[plot_type].setdefault('gridline_kwargs', {}) @@ -1842,8 +1877,9 @@ def _plot_hovmoeller_time_vs_lat_or_lon_without_ref(self, plot_func, netcdf_path = get_diagnostic_filename(Path(plot_path).stem, self.cfg) return (plot_path, {netcdf_path: cube}) - def _plot_benchmarking_map(self, plot_func, dataset, percentile_dataset): - """Plot benchmarking map plot for all non-reference datasets.""" + def _plot_benchmarking_map(self, plot_func, dataset, percentile_dataset, + metric): + """Plot benchmarking map plot.""" plot_type = 'benchmarking_map' logger.info("Plotting benchmarking map for '%s'", self._get_label(dataset)) @@ -1852,8 +1888,6 @@ def _plot_benchmarking_map(self, plot_func, dataset, percentile_dataset): cube = dataset['cube'] # dim_coords_dat = self._check_cube_dimensions(cube, plot_type) - mask_cube = cube.copy() - # Create plot with desired settings with mpl.rc_context(self._get_custom_mpl_rc_params(plot_type)): fig = plt.figure(**self.cfg['figure_kwargs']) @@ -1866,10 +1900,8 @@ def _plot_benchmarking_map(self, plot_func, dataset, percentile_dataset): # apply stippling (dots) to all grid cells that do not exceed # the upper percentile given by 'percentile_dataset[]' - mask = np.where((cube.data >= percentile_dataset[0].data) & - (cube.data >= percentile_dataset[1].data), 0, 1) - - mask_cube.data = mask + mask_cube = self._get_benchmark_mask(cube, percentile_dataset, + metric) plot_func( mask_cube, @@ -1958,6 +1990,76 @@ def _plot_benchmarking_boxplot(self, benchmark_dataset, benchmark_group): return (plot_path, {netcdf_path: cube}) + def _plot_benchmarking_zonal(self, plot_func, dataset, percentile_dataset, + metric): + """Plot benchmarking zonal mean profile.""" + plot_type = 'benchmarking_zonal' + logger.info("Plotting benchmarking zonal mean profile" + " for '%s'", + self._get_label(dataset)) + + # Make sure that the data has the correct dimensions + cube = dataset['cube'] + + # Create plot with desired settings + with mpl.rc_context(self._get_custom_mpl_rc_params(plot_type)): + fig = plt.figure(**self.cfg['figure_kwargs']) + axes = fig.add_subplot() + plot_kwargs = self._get_plot_kwargs(plot_type, dataset) + plot_kwargs['axes'] = axes + plot_benchmarking_zonal = plot_func(cube, **plot_kwargs) + + # apply stippling (dots) to all grid cells that do not exceed + # the upper percentile given by 'percentile_dataset[]' + + mask_cube = self._get_benchmark_mask(cube, percentile_dataset, + metric) + plot_func( + mask_cube, + colors='none', + levels=[.5, 1.5], + hatches=['......', None], + ) + + # Print statistics if desired + # self._add_stats(plot_type, axes, dim_coords_dat, dataset) + + # Setup colorbar + fontsize = self.plots[plot_type]['fontsize'] + colorbar = fig.colorbar(plot_benchmarking_zonal, ax=axes, + **self._get_cbar_kwargs(plot_type)) + colorbar.set_label(self._get_cbar_label(plot_type, dataset), + fontsize=fontsize) + colorbar.ax.tick_params(labelsize=fontsize) + + # Customize plot + axes.set_title(self._get_label(dataset)) + fig.suptitle(f"{dataset['long_name']} ({dataset['start_year']}-" + f"{dataset['end_year']})") + axes.set_xlabel('latitude [°N]') + z_coord = cube.coord(axis='Z') + axes.set_ylabel(f'{z_coord.long_name} [{z_coord.units}]') + if self.plots[plot_type]['log_y']: + axes.set_yscale('log') + axes.get_yaxis().set_major_formatter( + FormatStrFormatter('%.1f')) + if self.plots[plot_type]['show_y_minor_ticklabels']: + axes.get_yaxis().set_minor_formatter( + FormatStrFormatter('%.1f')) + else: + axes.get_yaxis().set_minor_formatter(NullFormatter()) + self._process_pyplot_kwargs(plot_type, dataset) + + # Rasterization + if self.plots[plot_type]['rasterize']: + self._set_rasterized([axes]) + + # File paths + plot_path = self.get_plot_path(plot_type, dataset) + netcdf_path = get_diagnostic_filename(Path(plot_path).stem, self.cfg) + + return (plot_path, {netcdf_path: cube}) + def _process_pyplot_kwargs(self, plot_type, dataset): """Process functions for :mod:`matplotlib.pyplot`.""" pyplot_kwargs = self.plots[plot_type]['pyplot_kwargs'] @@ -1981,6 +2083,8 @@ def _check_cube_dimensions(cube, plot_type): 'benchmarking_boxplot': (['']), 'map': (['latitude', 'longitude'],), 'benchmarking_map': (['latitude', 'longitude'],), + 'benchmarking_zonal': (['latitude', 'air_pressure'], + ['latitude', 'altitude']), 'zonal_mean_profile': (['latitude', 'air_pressure'], ['latitude', 'altitude']), 'timeseries': (['time'],), @@ -2051,10 +2155,17 @@ def _get_benchmarking_reference_dataset(self, datasets): if len(ref_datasets) == 1: return ref_datasets[0] else: - raise ValueError( - f"Expected exactly 1 reference dataset (with " - f"'reference_for_metric: true' for variable " - f"'{variable}', got {len(ref_datasets):d}") + # try variable attribute "reference_dataset" + for d in datasets: + print(d.get('reference_dataset')) + print(d.get('dataset')) + if (d.get('reference_dataset') == d.get('dataset')): + ref_datasets = d + break + if len(ref_datasets) != 1: + raise ValueError( + f"Expected exactly 1 reference dataset for variable " + f"'{variable}', got {len(ref_datasets):d}") return None def _get_benchmark_dataset(self, datasets): @@ -2079,6 +2190,47 @@ def _get_benchmark_group(self, datasets): d.get('reference_for_metric', False))] return benchmark_datasets + def _get_benchmark_mask(self, cube, percentile_dataset, metric): + """Create mask for benchmarking cube depending on metric.""" + mask_cube = cube.copy() + + if metric == 'bias': + sgn_p_up = np.where((percentile_dataset[0].data >= 0), 1, -1) + sgn_p_dn = np.where((percentile_dataset[1].data >= 0), 1, -1) + mask = np.where((sgn_p_up == 1) & + (cube.data >= percentile_dataset[0].data) | + (sgn_p_dn == -1) & + (cube.data <= percentile_dataset[1].data), 0, 1) + elif metric == 'emd': + mask = np.where(cube.data >= percentile_dataset[0].data, 0, 1) + elif metric == 'pearsonr': + mask = np.where(cube.data <= percentile_dataset[0].data, 0, 1) + elif metric == 'rmse': + mask = np.where(cube.data >= percentile_dataset[0].data, 0, 1) + else: + raise ValueError( + f"Could not create benchmarking mask, unknown benchmarking " + f"metric: '{metric}'") + + mask_cube.data = mask + return mask_cube + + def _get_benchmark_metric(self, datasets): + """Get benchmarking metric.""" + short_name = datasets[0].get('short_name') + if 'rmse' in short_name: + metric = 'rmse' + elif 'pearsonr' in short_name: + metric = 'pearsonr' + elif 'emd' in short_name: + metric = 'emd' + else: + metric = 'bias' # default + logger.info( + f"Could not determine metric from short_name, " + f"assuming benchmarking metric = %s", metric) + return metric + def _get_benchmark_percentiles(self, datasets): """Get percentile datasets from multi-model statistics preprocessor.""" variable = datasets[0][self.cfg['group_variables_by']] @@ -2088,12 +2240,43 @@ def _get_benchmark_percentiles(self, datasets): if statistics: if "Percentile" in statistics: percentiles.append(d) + + # sort percentiles by size + + # get percentiles as integers + iperc = [] + for d in percentiles: + stat = d.get('multi_model_statistics') + perc = stat.replace('MultiModelPercentile', '') + iperc.append(int(perc)) + + idx = list(range(len(percentiles))) + # sort list of percentile datasets by percentile with highest + # percentiles first (descending) + zipped_pairs = zip(iperc, idx) + z = [x for _, x in sorted(zipped_pairs, reverse=True)] + perc_sorted = [percentiles[i] for i in z] + + # get number of percentiles expected depending on benchmarking metric + + metric = self._get_benchmark_metric(datasets) + + if (metric == 'bias'): + numperc = 2 + elif (metric == 'rmse'): + numperc = 1 + elif (metric == 'pearsonr'): + numperc = 1 + elif (metric == 'emd'): + numperc = 1 + else: + raise ValueError(f"Unknown benchmarking metric: '{metric}'.") - if len(percentiles) == 2: + if len(percentiles) == numperc: return percentiles else: raise ValueError( - f"Expected exactly 2 percentile datasets (created " + f"Expected exactly '{numperc}' percentile datasets (created " f"'with multi-model statistics preprocessor for variable " f"'{variable}'), got {len(percentiles):d}") return None @@ -2406,6 +2589,8 @@ def create_benchmarking_map_plot(self, datasets): dataset = self._get_benchmark_dataset(datasets) # Get percentiles from multi-model statistics percentile_dataset = self._get_benchmark_percentiles(datasets) + # Get benchmarking metric + metric = self._get_benchmark_metric(datasets) # Get plot function plot_func = self._get_plot_func(plot_type) @@ -2423,7 +2608,8 @@ def create_benchmarking_map_plot(self, datasets): percentile_data.append(cube) (plot_path, netcdf_paths) = ( - self._plot_benchmarking_map(plot_func, dataset, percentile_data) + self._plot_benchmarking_map(plot_func, dataset, percentile_data, + metric) ) caption = ( f"Map plot of {dataset['long_name']} of dataset " @@ -2538,6 +2724,80 @@ def create_zonal_mean_profile_plot(self, datasets): for netcdf_path in netcdf_paths: provenance_logger.log(netcdf_path, provenance_record) + def create_benchmarking_zonal_plot(self, datasets): + """Create benchmarking zonal mean profile plot.""" + plot_type = 'benchmarking_zonal' + if plot_type not in self.plots: + return + + if not datasets: + raise ValueError(f"No input data to plot '{plot_type}' given") + + # Get reference dataset + # ref_dataset = self._get_benchmarking_reference_dataset(datasets) + # Get dataset to be benchmarked + dataset = self._get_benchmark_dataset(datasets) + # Get percentiles from multi-model statistics + percentile_dataset = self._get_benchmark_percentiles(datasets) + # Get benchmarking metric + metric = self._get_benchmark_metric(datasets) + + # Get plot function + plot_func = self._get_plot_func(plot_type) + + # Create a single plot for each dataset (incl. reference dataset if + # given) + ancestors = [dataset['filename']] + + # load data + + percentile_data = [] + + for dataset_to_load in percentile_dataset: + filename = dataset_to_load['filename'] + logger.info("Loading %s", filename) + cube = iris.load_cube(filename) + percentile_data.append(cube) + + (plot_path, netcdf_paths) = ( + self._plot_benchmarking_zonal(plot_func, dataset, + percentile_data, metric) + ) + caption = ( + f"Zonal mean profile of {dataset['long_name']} of dataset " + f"{dataset['dataset']} (project {dataset['project']}) from " + f"{dataset['start_year']} to {dataset['end_year']}." + ) + # ancestors.append(ref_dataset['filename']) + + # If statistics are shown add a brief description to the caption + # if self.plots[plot_type]['show_stats']: + # caption += ( + # " The number in the top left corner corresponds to the " + # "spatial mean (weighted by grid cell areas).") + + # Save plot + plt.savefig(plot_path, **self.cfg['savefig_kwargs']) + logger.info("Wrote %s", plot_path) + plt.close() + + # Save netCDFs + for (netcdf_path, cube) in netcdf_paths.items(): + io.iris_save(cube, netcdf_path) + + # Provenance tracking + provenance_record = { + 'ancestors': ancestors, + 'authors': ['schlund_manuel'], + 'caption': caption, + 'plot_types': ['vert'], + 'long_names': [dataset['long_name']], + } + with ProvenanceLogger(self.cfg) as provenance_logger: + provenance_logger.log(plot_path, provenance_record) + for netcdf_path in netcdf_paths: + provenance_logger.log(netcdf_path, provenance_record) + def create_1d_profile_plot(self, datasets): """Create 1D profile plot.""" plot_type = '1d_profile' @@ -2871,8 +3131,9 @@ def compute(self): self.create_timeseries_plot(datasets) self.create_annual_cycle_plot(datasets) self.create_benchmarking_boxplot_plot(datasets) - self.create_map_plot(datasets) self.create_benchmarking_map_plot(datasets) + self.create_benchmarking_zonal_plot(datasets) + self.create_map_plot(datasets) self.create_zonal_mean_profile_plot(datasets) self.create_1d_profile_plot(datasets) self.create_variable_vs_lat_plot(datasets) diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_maps.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_maps.yml index 6f0cf052ee..3ca506f2d3 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_maps.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_maps.yml @@ -81,8 +81,6 @@ preprocessors: multi_model_statistics: span: overlap statistics: - - operator: percentile - percent: 10 - operator: percentile percent: 90 exclude: [reference_dataset, MIROC6] From d154eede1f2d3884dd7fa33216d768329f7df9df Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Mon, 12 Feb 2024 10:03:38 +0100 Subject: [PATCH 19/95] fixed some flake8 issues --- .../diag_scripts/monitor/multi_datasets.py | 65 +++++++++---------- 1 file changed, 32 insertions(+), 33 deletions(-) diff --git a/esmvaltool/diag_scripts/monitor/multi_datasets.py b/esmvaltool/diag_scripts/monitor/multi_datasets.py index 145b223e26..e612a4882a 100644 --- a/esmvaltool/diag_scripts/monitor/multi_datasets.py +++ b/esmvaltool/diag_scripts/monitor/multi_datasets.py @@ -635,9 +635,6 @@ io, run_diagnostic, ) -from esmvaltool.diag_scripts.seaborn_diag import ( - _get_dataframe, -) logger = logging.getLogger(Path(__file__).stem) @@ -1945,15 +1942,15 @@ def _plot_benchmarking_boxplot(self, df, cubes, variables, datasets): logger.info("Plotting benchmarking boxplot for '%s'", self._get_label(datasets[0])) - # Create plot with desired settings with mpl.rc_context(self._get_custom_mpl_rc_params(plot_type)): fig = plt.figure(**self.cfg['figure_kwargs']) - fig.suptitle(self._get_label(datasets[0]) + f" ({datasets[0]['start_year']} - " + fig.suptitle(self._get_label(datasets[0]) + + f" ({datasets[0]['start_year']} - " f"{datasets[0]['end_year']})") sns.set_style('darkgrid') - #sns.axes_style("whitegrid") + # sns.axes_style("whitegrid") for i, var in enumerate(variables): axes = plt.subplot(1, len(variables), i+1) @@ -1965,21 +1962,23 @@ def _plot_benchmarking_boxplot(self, df, cubes, variables, datasets): plot_boxplot = sns.boxplot(data=df[df['Variable'] == var]) plot_boxplot.set(xticklabels=[]) - #plot_map = plot_func(cube, **plot_kwargs) + # plot_map = plot_func(cube, **plot_kwargs) - plt.scatter(0, cubes[i].data, marker='x', s=200, color="red", linewidths = 3) + plt.scatter(0, cubes[i].data, marker='x', s=200, + color="red", linewidths=3) plt.ylabel(datasets[i]['units']) plt.xlabel(var) # Setup fontsize - fontsize = self.plots[plot_type]['fontsize'] + # fontsize = self.plots[plot_type]['fontsize'] # Customize plot - #axes.set_title(f"{datasets[i]['long_name']} ({datasets[i]['start_year']}-" - # f"{datasets[i]['end_year']})") - #axes.set_title(f"{len(df[df['Variable'] == var])} models", - # ha='right') + # axes.set_title(f"{datasets[i]['long_name']} " + # f"({datasets[i]['start_year']}-" + # f"{datasets[i]['end_year']})") + # axes.set_title(f"{len(df[df['Variable'] == var])} models", + # ha='right') self._process_pyplot_kwargs(plot_type, datasets[i]) # File paths @@ -2009,7 +2008,7 @@ def _plot_benchmarking_zonal(self, plot_func, dataset, percentile_dataset, # apply stippling (dots) to all grid cells that do not exceed # the upper percentile given by 'percentile_dataset[]' - + mask_cube = self._get_benchmark_mask(cube, percentile_dataset, metric) plot_func( @@ -2182,7 +2181,7 @@ def _get_benchmark_dataset(self, datasets): def _get_benchmark_group(self, datasets): """Get datasets for benchmarking.""" - variable = datasets[0][self.cfg['group_variables_by']] + # variable = datasets[0][self.cfg['group_variables_by']] benchmark_datasets = [d for d in datasets if not (d.get('benchmark_dataset', False) or d.get('reference_for_metric', False))] @@ -2191,7 +2190,7 @@ def _get_benchmark_group(self, datasets): def _get_benchmark_mask(self, cube, percentile_dataset, metric): """Create mask for benchmarking cube depending on metric.""" mask_cube = cube.copy() - + if metric == 'bias': sgn_p_up = np.where((percentile_dataset[0].data >= 0), 1, -1) sgn_p_dn = np.where((percentile_dataset[1].data >= 0), 1, -1) @@ -2226,7 +2225,7 @@ def _get_benchmark_metric(self, datasets): metric = 'bias' # default logger.info( f"Could not determine metric from short_name, " - f"assuming benchmarking metric = %s", metric) + f"assuming benchmarking metric = '{metric}'") return metric def _get_benchmark_percentiles(self, datasets): @@ -2238,9 +2237,9 @@ def _get_benchmark_percentiles(self, datasets): if statistics: if "Percentile" in statistics: percentiles.append(d) - - # sort percentiles by size - + + # *** sort percentiles by size *** + # get percentiles as integers iperc = [] for d in percentiles: @@ -2254,11 +2253,12 @@ def _get_benchmark_percentiles(self, datasets): zipped_pairs = zip(iperc, idx) z = [x for _, x in sorted(zipped_pairs, reverse=True)] perc_sorted = [percentiles[i] for i in z] + percentiles = perc_sorted # get number of percentiles expected depending on benchmarking metric metric = self._get_benchmark_metric(datasets) - + if (metric == 'bias'): numperc = 2 elif (metric == 'rmse'): @@ -2453,7 +2453,6 @@ def create_benchmarking_boxplot_plot(self): df = pd.DataFrame(columns=['Variable', 'Dataset', 'Value']) ifile = 0 - #cubes = [] cubes = iris.cube.CubeList() benchmark_datasets = [] variables = [] @@ -2466,11 +2465,13 @@ def create_benchmarking_boxplot_plot(self): # Get dataset to be benchmarked benchmark_dataset = self._get_benchmark_dataset(datasets) - logger.info("Plotting %s for dataset %s", plot_type, benchmark_dataset['dataset']) + logger.info("Plotting %s for dataset %s", + plot_type, benchmark_dataset['dataset']) # Get datasets for benchmarking benchmark_group = self._get_benchmark_group(datasets) - logger.info("Benchmarking group of %i datasets.", len(benchmark_group)) + logger.info("Benchmarking group of %i datasets.", + len(benchmark_group)) print(benchmark_group) ancestors = [benchmark_dataset['filename']] @@ -2489,9 +2490,9 @@ def create_benchmarking_boxplot_plot(self): benchmark_datasets.append(benchmark_dataset) variables.append(var_key) - (plot_path, netcdf_paths) = ( - self._plot_benchmarking_boxplot(df, cubes, variables, benchmark_datasets) + self._plot_benchmarking_boxplot(df, cubes, variables, + benchmark_datasets) ) # Save plot @@ -2505,10 +2506,10 @@ def create_benchmarking_boxplot_plot(self): # Provenance tracking caption = ( - f"Boxplot." - #f"Boxplot of {dataset['long_name']} of dataset " - #f"{dataset['dataset']} (project {dataset['project']}) " - #f"from {dataset['start_year']} to {dataset['end_year']}." + "Boxplot." + # f"Boxplot of {dataset['long_name']} of dataset " + # f"{dataset['dataset']} (project {dataset['project']}) " + # f"from {dataset['start_year']} to {dataset['end_year']}." ) provenance_record = { 'ancestors': ancestors, @@ -2520,7 +2521,6 @@ def create_benchmarking_boxplot_plot(self): provenance_logger.log(plot_path, provenance_record) provenance_logger.log(netcdf_path, provenance_record) - def create_map_plot(self, datasets): """Create map plot.""" plot_type = 'map' @@ -2771,7 +2771,7 @@ def create_benchmarking_zonal_plot(self, datasets): # Create a single plot for each dataset (incl. reference dataset if # given) ancestors = [dataset['filename']] - + # load data percentile_data = [] @@ -3154,7 +3154,6 @@ def compute(self): logger.info("Processing variable %s", var_key) self.create_timeseries_plot(datasets) self.create_annual_cycle_plot(datasets) - self.create_benchmarking_boxplot_plot(datasets) self.create_benchmarking_map_plot(datasets) self.create_benchmarking_zonal_plot(datasets) self.create_map_plot(datasets) From 128a77e70d172c65c9f6a664f5fd207a6e3896bb Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Mon, 12 Feb 2024 13:28:09 +0100 Subject: [PATCH 20/95] updated zonal mean benchmarking recipe --- .../diag_scripts/monitor/multi_datasets.py | 25 ++-- .../recipe_model_benchmarking_zonal.yml | 123 ++++++++++++++++++ 2 files changed, 140 insertions(+), 8 deletions(-) create mode 100644 esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_zonal.yml diff --git a/esmvaltool/diag_scripts/monitor/multi_datasets.py b/esmvaltool/diag_scripts/monitor/multi_datasets.py index e612a4882a..77c2db9a23 100644 --- a/esmvaltool/diag_scripts/monitor/multi_datasets.py +++ b/esmvaltool/diag_scripts/monitor/multi_datasets.py @@ -67,6 +67,7 @@ Benchmarking plots ------------------ + - box plots (``benchmarking_boxplot``) - maps (``benchmarking_map``): - Zonal mean profiles (plot type ``benchmarking_zonal``): @@ -581,6 +582,9 @@ the time axis using :class:`matplotlib.dates.DateFormatter`. If ``None``, use the default formatting imposed by the iris plotting function. +Configuration options for plot type ``benchmarking_boxplot`` +------------------------------------------------------------ + Configuration options for plot type ``benchmarking_map`` -------------------------------------------------------- @@ -1892,6 +1896,7 @@ def _plot_benchmarking_map(self, plot_func, dataset, percentile_dataset, projection=self._get_benchmarking_map_projection()) plot_kwargs = self._get_plot_kwargs(plot_type, dataset) plot_kwargs['axes'] = axes + plot_kwargs['extend'] ="both" plot_map = plot_func(cube, **plot_kwargs) # apply stippling (dots) to all grid cells that do not exceed @@ -2004,6 +2009,7 @@ def _plot_benchmarking_zonal(self, plot_func, dataset, percentile_dataset, axes = fig.add_subplot() plot_kwargs = self._get_plot_kwargs(plot_type, dataset) plot_kwargs['axes'] = axes + plot_kwargs['extend'] ="both" plot_benchmarking_zonal = plot_func(cube, **plot_kwargs) # apply stippling (dots) to all grid cells that do not exceed @@ -2190,20 +2196,23 @@ def _get_benchmark_group(self, datasets): def _get_benchmark_mask(self, cube, percentile_dataset, metric): """Create mask for benchmarking cube depending on metric.""" mask_cube = cube.copy() + + i0 = 0 # index largest percentile + i1 = len(percentile_dataset) - 1 # index smallest percentile if metric == 'bias': - sgn_p_up = np.where((percentile_dataset[0].data >= 0), 1, -1) - sgn_p_dn = np.where((percentile_dataset[1].data >= 0), 1, -1) + sgn_p_up = np.where((percentile_dataset[i0].data >= 0), 1, -1) + sgn_p_dn = np.where((percentile_dataset[i1].data >= 0), 1, -1) mask = np.where((sgn_p_up == 1) & - (cube.data >= percentile_dataset[0].data) | + (cube.data >= percentile_dataset[i0].data) | (sgn_p_dn == -1) & - (cube.data <= percentile_dataset[1].data), 0, 1) + (cube.data <= percentile_dataset[i1].data), 0, 1) elif metric == 'emd': - mask = np.where(cube.data >= percentile_dataset[0].data, 0, 1) + mask = np.where(cube.data >= percentile_dataset[i0].data, 0, 1) elif metric == 'pearsonr': - mask = np.where(cube.data <= percentile_dataset[0].data, 0, 1) + mask = np.where(cube.data <= percentile_dataset[i0].data, 0, 1) elif metric == 'rmse': - mask = np.where(cube.data >= percentile_dataset[0].data, 0, 1) + mask = np.where(cube.data >= percentile_dataset[i0].data, 0, 1) else: raise ValueError( f"Could not create benchmarking mask, unknown benchmarking " @@ -2249,7 +2258,7 @@ def _get_benchmark_percentiles(self, datasets): idx = list(range(len(percentiles))) # sort list of percentile datasets by percentile with highest - # percentiles first (descending) + # percentile first (descending order) zipped_pairs = zip(iperc, idx) z = [x for _, x in sorted(zipped_pairs, reverse=True)] perc_sorted = [percentiles[i] for i in z] diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_zonal.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_zonal.yml new file mode 100644 index 0000000000..17680f6c32 --- /dev/null +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_zonal.yml @@ -0,0 +1,123 @@ +# ESMValTool +--- +documentation: + title: Benchmarking of a single model. + description: > + Benchmarking: zonal mean plots. + authors: + - lauer_axel + - schlund_manuel + maintainer: + - lauer_axel + + +# Note: the following models are just examples +datasets: +# - {project: CMIP6, dataset: IPSL-CM6A-LR, exp: historical, ensemble: r1i1p1f1, grid: gr} +# - {project: CMIP6, dataset: MIROC6, exp: historical, ensemble: r1i1p1f1, grid: gn, benchmark_dataset: true} +# - {project: CMIP6, dataset: MPI-ESM1-2-LR, exp: historical, ensemble: r1i1p1f1, grid: gn} +# - {project: CMIP6, dataset: UKESM1-0-LL, exp: historical, ensemble: r1i1p1f2, grid: gn} + - {dataset: ACCESS-CM2, grid: gn, institute: CSIRO-ARCCSS} + - {dataset: ACCESS-ESM1-5, grid: gn, institute: CSIRO} + - {dataset: AWI-CM-1-1-MR, grid: gn} + - {dataset: AWI-ESM-1-1-LR, grid: gn} + - {dataset: BCC-CSM2-MR, grid: gn} + - {dataset: BCC-ESM1, grid: gn} + - {dataset: CAMS-CSM1-0, grid: gn} + - {dataset: CanESM5, grid: gn} + - {dataset: CanESM5-CanOE, grid: gn, ensemble: r1i1p2f1} + - {dataset: CESM2, grid: gn} + - {dataset: CESM2-FV2, grid: gn, institute: NCAR} + - {dataset: CESM2-WACCM, grid: gn, institute: NCAR} + - {dataset: CESM2-WACCM-FV2, grid: gn, institute: NCAR} + - {dataset: CIESM} + - {dataset: CNRM-CM6-1, ensemble: r1i1p1f2} + - {dataset: CNRM-CM6-1-HR, ensemble: r1i1p1f2} + - {dataset: CNRM-ESM2-1, ensemble: r1i1p1f2} + - {dataset: E3SM-1-0} + - {dataset: E3SM-1-1, institute: E3SM-Project} + - {dataset: EC-Earth3-Veg} + - {dataset: FGOALS-f3-L} + - {dataset: FGOALS-g3, grid: gn} +# - {dataset: FIO-ESM-2-0, grid: gn} + - {dataset: GFDL-ESM4, grid: gr1} + - {dataset: GISS-E2-1-G, grid: gn} + - {dataset: GISS-E2-1-H, grid: gn} + - {dataset: HadGEM3-GC31-LL, ensemble: r1i1p1f3, grid: gn} + - {dataset: HadGEM3-GC31-MM, ensemble: r1i1p1f3, grid: gn} + - {dataset: INM-CM4-8, grid: gr1} + - {dataset: INM-CM5-0, grid: gr1} + - {dataset: IPSL-CM6A-LR} + - {dataset: KACE-1-0-G} + - {dataset: MCM-UA-1-0, grid: gn} + - {dataset: MIROC6, grid: gn, benchmark_dataset: true} + - {dataset: MIROC-ES2L, ensemble: r1i1p1f2, grid: gn} + - {dataset: MPI-ESM-1-2-HAM, grid: gn} + - {dataset: MPI-ESM1-2-HR, grid: gn} + - {dataset: MPI-ESM1-2-LR, grid: gn} + - {dataset: MRI-ESM2-0, grid: gn} + - {dataset: NESM3, grid: gn} + - {dataset: NorESM2-LM, grid: gn, institute: NCC} + - {dataset: NorESM2-MM, grid: gn, institute: NCC} + - {dataset: SAM0-UNICON, grid: gn} + - {dataset: UKESM1-0-LL, ensemble: r1i1p1f2, grid: gn} + +preprocessors: + pp_ta: + custom_order: true + regrid_time: + calendar: standard + extract_levels: + levels: {cmor_table: CMIP6, coordinate: plev27} + coordinate: air_pressure + scheme: linear + regrid: + target_grid: 2x2 + scheme: linear + climate_statistics: + operator: mean + zonal_statistics: + operator: mean +# distance_metric: +# metric: rmse +# coords: [time] + bias: + bias_type: absolute + multi_model_statistics: + span: overlap + statistics: + - operator: percentile + percent: 10 + - operator: percentile + percent: 90 + exclude: [reference_dataset, MIROC6] + + +diagnostics: + + benchmarking_zonal: + description: Plot zonal mean profile. + variables: + ta: + timerange: '2000/2009' + preprocessor: pp_ta + project: CMIP6 + mip: Amon + exp: historical + ensemble: r1i1p1f1 + grid: gr + reference_dataset: ERA5 + additional_datasets: + - {dataset: ERA5, project: native6, type: reanaly, version: 'v1', tier: 3, reference_for_metric: true, reference_for_bias: true} + scripts: + allplots: + script: monitor/multi_datasets.py + plot_folder: '{plot_dir}' +# plot_filename: '{plot_type}_{real_name}_{mip}' + group_variables_by: variable_group + plots: + benchmarking_zonal: + plot_kwargs: + default: + cmap: 'bwr' + levels: [-5, -3, -2, -1, 0, 1, 2, 3, 5] From 4ccc12ca3287610bc3a09a51ef8fe7f81c0c535c Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Fri, 16 Feb 2024 07:43:03 +0100 Subject: [PATCH 21/95] addressing review comments --- .../monitor/diurnal_cycle_clt_tropics_3hr.png | Bin 0 -> 154798 bytes ...pics_EC-Earth3_3hr_historical_r1i1p1f1.png | Bin 0 -> 85696 bytes ..._MPI-ESM1-2-LR_3hr_historical_r1i1p1f1.png | Bin 86301 -> 0 bytes doc/sphinx/source/recipes/recipe_monitor.rst | 9 ++- .../diag_scripts/monitor/multi_datasets.py | 1 - .../recipe_model_evaluation_clouds_cycles.yml | 4 +- esmvaltool/recipes/monitor/recipe_monitor.yml | 63 +++++++++++++++++- .../monitor/recipe_monitor_with_refs.yml | 43 ++++++++++++ 8 files changed, 115 insertions(+), 5 deletions(-) create mode 100644 doc/sphinx/source/recipes/figures/monitor/diurnal_cycle_clt_tropics_3hr.png create mode 100644 doc/sphinx/source/recipes/figures/monitor/diurnalcycle_pr_tropics_EC-Earth3_3hr_historical_r1i1p1f1.png delete mode 100644 doc/sphinx/source/recipes/figures/monitor/diurnalcycle_pr_tropics_MPI-ESM1-2-LR_3hr_historical_r1i1p1f1.png 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a/doc/sphinx/source/recipes/recipe_monitor.rst b/doc/sphinx/source/recipes/recipe_monitor.rst index 3c407c53b0..8ed0b1b4f6 100644 --- a/doc/sphinx/source/recipes/recipe_monitor.rst +++ b/doc/sphinx/source/recipes/recipe_monitor.rst @@ -190,11 +190,16 @@ Timeseries of tas including a reference dataset. Annual cycle of tas including a reference dataset. .. _fig_diurnal_cycle: -.. figure:: /recipes/figures/monitor/diurnalcycle_pr_tropics_MPI-ESM1-2-LR_3hr_historical_r1i1p1f1.png +.. figure:: /recipes/figures/monitor/diurnalcycle_pr_tropics_EC-Earth3_3hr_historical_r1i1p1f1.png :align: center :width: 14cm -Diurnal cycle of pr. +.. _fig_diurnal_cycle_with_ref: +.. figure:: /recipes/figures/monitor/diurnal_cycle_clt_tropics_3hr.png + :align: center + :width: 14cm + +Diurnal cycle of clt including a reference dataset. .. _fig_map_with_ref: .. figure:: /recipes/figures/monitor/map_with_ref.png diff --git a/esmvaltool/diag_scripts/monitor/multi_datasets.py b/esmvaltool/diag_scripts/monitor/multi_datasets.py index 98a0004eda..f10045c6e2 100644 --- a/esmvaltool/diag_scripts/monitor/multi_datasets.py +++ b/esmvaltool/diag_scripts/monitor/multi_datasets.py @@ -1826,7 +1826,6 @@ def _check_cube_dimensions(cube, plot_type): expected_dimensions = expected_dimensions_dict[plot_type] for dims in expected_dimensions: cube_dims = [cube.coords(dim, dim_coords=True) for dim in dims] - print(cube_dims) if all(cube_dims) and cube.ndim == len(dims): return dims expected_dims_str = ' or '.join( diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_evaluation_clouds_cycles.yml b/esmvaltool/recipes/model_evaluation/recipe_model_evaluation_clouds_cycles.yml index 3a33b76de3..aca09d9bf2 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_evaluation_clouds_cycles.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_evaluation_clouds_cycles.yml @@ -22,7 +22,7 @@ timerange_for_models: &time_period timerange: '2000/2014' # can be specified, this is just an example timerange_diurnal: &time_diurnal_period - timerange: '2006/2006' # can be specified, this is just an example + timerange: '20060101/20060201' # can be specified, this is just an example preprocessors: @@ -232,6 +232,8 @@ diagnostics: color: C1 ESACCI-CLOUD: color: black + CERES-EBAF: + color: black pyplot_kwargs: title: '{short_name}' diff --git a/esmvaltool/recipes/monitor/recipe_monitor.yml b/esmvaltool/recipes/monitor/recipe_monitor.yml index a37f186583..32b773211d 100644 --- a/esmvaltool/recipes/monitor/recipe_monitor.yml +++ b/esmvaltool/recipes/monitor/recipe_monitor.yml @@ -12,7 +12,7 @@ documentation: datasets: - - {project: CMIP6, dataset: EC-Earth3, exp: historical, ensemble: r1i1p1f1, start_year: 1850, end_year: 2014} + - {project: CMIP6, dataset: EC-Earth3, exp: historical, ensemble: r1i1p1f1} preprocessors: timeseries_regular: @@ -114,6 +114,22 @@ preprocessors: climate_statistics: period: month + pp_diurn_tropics: + custom_order: true + extract_region: + start_longitude: 0 + end_longitude: 360 + start_latitude: -30 + end_latitude: 30 + mask_landsea: + mask_out: land + local_solar_time: + area_statistics: + operator: mean + convert_units: + units: mm day-1 + + diagnostics: plot_timeseries_annual_cycle: description: "Plot time series and annualcycles" @@ -122,6 +138,7 @@ diagnostics: mip: Amon preprocessor: timeseries_regular grid: gr + timerange: 1850/2014 scripts: plot: &plot_default script: monitor/monitor.py @@ -140,12 +157,14 @@ diagnostics: mip: Omon preprocessor: nino3 grid: gn + timerange: 1850/2014 nino34: plot_name: 'Niño 3.4 index' short_name: tos mip: Omon preprocessor: nino34 grid: gn + timerange: 1850/2014 scripts: plot: <<: *plot_default @@ -161,18 +180,35 @@ diagnostics: preprocessor: mlotstnorth grid: gn plot_name: Mixed layer depth average above 50ºN + timerange: 1850/2014 mlotst-south: short_name: mlotst mip: Omon preprocessor: mlotstsouth grid: gn plot_name: Mixed layer depth average below 40ºS + timerange: 1850/2014 scripts: plot: <<: *plot_default plots: annual_cycle: {} + plot_diurnal_cycle: + description: "Plot diurnal cycle" + variables: + pr_tropics: + timerange: '20010101/20010201' # can be specified, this is just an example + preprocessor: pp_diurn_tropics + short_name: pr + mip: 3hr + grid: gr + scripts: + plot: + script: monitor/monitor.py + plots: + diurnal_cycle: {} + global_climatologies: description: "Plot map data" variables: @@ -180,76 +216,92 @@ diagnostics: mip: Amon preprocessor: climatology grid: gr + timerange: 1850/2014 ps: mip: Amon preprocessor: climatology grid: gr + timerange: 1850/2014 rsns: derive: true mip: Amon preprocessor: climatology grid: gr + timerange: 1850/2014 rlns: derive: true mip: Amon preprocessor: climatology grid: gr + timerange: 1850/2014 hfss: mip: Amon preprocessor: climatology grid: gr + timerange: 1850/2014 hfls: mip: Amon preprocessor: climatology grid: gr + timerange: 1850/2014 vas: mip: Amon preprocessor: climatology grid: gr + timerange: 1850/2014 pr: mip: Amon preprocessor: climatology_pr grid: gr + timerange: 1850/2014 evspsbl: mip: Amon preprocessor: climatology grid: gr + timerange: 1850/2014 ua200: short_name: ua mip: Amon preprocessor: climatology_200hPa grid: gr plot_name: Eastward Wind at 200 hPa + timerange: 1850/2014 ua500: short_name: ua mip: Amon preprocessor: climatology_500hPa grid: gr plot_name: Eastward Wind at 500 hPa + timerange: 1850/2014 zg200: short_name: zg mip: Amon preprocessor: climatology_200hPa grid: gr plot_name: Geopotential height at 200 hPa + timerange: 1850/2014 zg500: short_name: zg mip: Amon preprocessor: climatology_500hPa grid: gr plot_name: Geopotential height at 500 hPa + timerange: 1850/2014 tos: mip: Omon preprocessor: climatology grid: gn + timerange: 1850/2014 zos: mip: Omon preprocessor: climatology grid: gn + timerange: 1850/2014 sos: mip: Omon preprocessor: climatology grid: gn + timerange: 1850/2014 scripts: plot: <<: *plot_default @@ -265,18 +317,22 @@ diagnostics: mip: Amon preprocessor: climatology grid: gr + timerange: 1850/2014 pr: mip: Amon preprocessor: climatology_pr grid: gr + timerange: 1850/2014 tos: mip: Omon preprocessor: climatology grid: gn + timerange: 1850/2014 sos: mip: Omon grid: gn preprocessor: climatology + timerange: 1850/2014 scripts: plot: <<: *plot_default @@ -294,6 +350,7 @@ diagnostics: preprocessor: nao_djf eof_name: NAO as first EOF in DJF pc_name: NAO index as first PC in DJF + timerange: 1850/2014 sam: short_name: psl mip: Amon @@ -301,6 +358,7 @@ diagnostics: preprocessor: sam_jja eof_name: SAM as first EOF in JJA pc_name: SAM index as first PC in JJA + timerange: 1850/2014 scripts: eof: <<: *plot_default @@ -313,6 +371,7 @@ diagnostics: mip: SImon preprocessor: climatology grid: gn + timerange: 1850/2014 scripts: plot: @@ -333,6 +392,7 @@ diagnostics: mip: Omon preprocessor: clim_fma grid: gn + timerange: 1850/2014 scripts: plot: <<: *plot_default @@ -348,6 +408,7 @@ diagnostics: mip: Omon preprocessor: clim_aso grid: gn + timerange: 1850/2014 scripts: plot: <<: *plot_default diff --git a/esmvaltool/recipes/monitor/recipe_monitor_with_refs.yml b/esmvaltool/recipes/monitor/recipe_monitor_with_refs.yml index 681277310c..6550337afc 100644 --- a/esmvaltool/recipes/monitor/recipe_monitor_with_refs.yml +++ b/esmvaltool/recipes/monitor/recipe_monitor_with_refs.yml @@ -102,6 +102,19 @@ preprocessors: zonal_statistics: operator: mean + pp_diurn_Tropics: + custom_order: true + local_solar_time: + extract_region: + start_longitude: 0 + end_longitude: 360 + start_latitude: -30 + end_latitude: 30 + area_statistics: + operator: mean + climate_statistics: + period: hourly + diagnostics: @@ -255,3 +268,33 @@ diagnostics: common_cbar: true show_x_minor_ticks: false time_format: '%Y' + + plot_diurnal_cycle: + description: Example plot diurnal cycle including reference dataset. + variables: + clt_tropics: + preprocessor: pp_diurn_Tropics + short_name: clt + mip: 3hr + timerange: '20060101/20060201' + additional_datasets: + - {dataset: ERA5, project: native6, type: reanaly, version: 'v1', frequency: 1hr, tier: 3} + scripts: + allplots: + script: monitor/multi_datasets.py + plot_folder: '{plot_dir}' + plot_filename: '{plot_type}_{real_name}_{mip}' + group_variables_by: variable_group + plots: + diurnal_cycle: + legend_kwargs: + loc: upper right + plot_kwargs: + MPI-ESM1-2-HR: + color: C0 + MPI-ESM1-2-LR: + color: C1 + ERA5: + color: black + pyplot_kwargs: + title: '{short_name}' From 413cb61726827eeb95df89eac7da8b89a2a8afc9 Mon Sep 17 00:00:00 2001 From: Lisa Bock Date: Wed, 21 Feb 2024 11:24:12 +0100 Subject: [PATCH 22/95] clean recipe --- .../recipe_model_benchmarking_boxplots.yml | 190 ++++++------------ 1 file changed, 64 insertions(+), 126 deletions(-) diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_boxplots.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_boxplots.yml index a694193dae..6c718100ae 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_boxplots.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_boxplots.yml @@ -16,52 +16,61 @@ documentation: datasets: #- {dataset: '*', institute: '*', ensemble: r1i1p1f1, grid: '*'} # CMIP6 - - &cmip6 {dataset: ACCESS-CM2, grid: gn, - ensemble: r1i1p1f1, project: CMIP6} - - {<<: *cmip6, dataset: ACCESS-ESM1-5, institute: CSIRO} - - {<<: *cmip6, dataset: AWI-CM-1-1-MR} - - {<<: *cmip6, dataset: AWI-ESM-1-1-LR} - - {<<: *cmip6, dataset: BCC-CSM2-MR} - - {<<: *cmip6, dataset: CAMS-CSM1-0} - - {<<: *cmip6, dataset: CanESM5} - - {<<: *cmip6, dataset: CanESM5-CanOE, ensemble: r1i1p2f1} - - {<<: *cmip6, dataset: CESM2} - - {<<: *cmip6, dataset: CESM2-FV2, institute: NCAR} - - {<<: *cmip6, dataset: CESM2-WACCM, institute: NCAR} - - {<<: *cmip6, dataset: CESM2-WACCM-FV2, institute: NCAR} - - {<<: *cmip6, dataset: CIESM, grid: gr} - - {<<: *cmip6, dataset: CMCC-CM2-HR4} - - {<<: *cmip6, dataset: CMCC-CM2-SR5} - - {<<: *cmip6, dataset: CNRM-CM6-1, ensemble: r1i1p1f2, grid: gr} - - {<<: *cmip6, dataset: CNRM-CM6-1-HR, ensemble: r1i1p1f2, grid: gr} - - {<<: *cmip6, dataset: CNRM-ESM2-1, ensemble: r1i1p1f2, grid: gr} - - {<<: *cmip6, dataset: EC-Earth3-Veg-LR, grid: gr} - - {<<: *cmip6, dataset: FGOALS-f3-L, grid: gr} - - {<<: *cmip6, dataset: FGOALS-g3} - - {<<: *cmip6, dataset: GFDL-CM4, grid: gr1} - - {<<: *cmip6, dataset: GISS-E2-1-G} - - {<<: *cmip6, dataset: GISS-E2-1-H} - - {<<: *cmip6, dataset: HadGEM3-GC31-LL, ensemble: r1i1p1f3} - - {<<: *cmip6, dataset: HadGEM3-GC31-MM, ensemble: r1i1p1f3} - - {<<: *cmip6, dataset: IITM-ESM} - - {<<: *cmip6, dataset: INM-CM4-8, grid: gr1} - - {<<: *cmip6, dataset: INM-CM5-0, grid: gr1} - - {<<: *cmip6, dataset: IPSL-CM6A-LR, grid: gr} - - {<<: *cmip6, dataset: MIROC6} - - {<<: *cmip6, dataset: MIROC-ES2L, ensemble: r1i1p1f2} - - {<<: *cmip6, dataset: MPI-ESM-1-2-HAM} - - {<<: *cmip6, dataset: MPI-ESM1-2-LR} - - {<<: *cmip6, dataset: MPI-ESM1-2-HR} - - {<<: *cmip6, dataset: MRI-ESM2-0} - - {<<: *cmip6, dataset: NESM3} - - {<<: *cmip6, dataset: NorCPM1, institute: NCC, ensemble: r10i1p1f1} - - {<<: *cmip6, dataset: NorESM2-LM, institute: NCC} - - {<<: *cmip6, dataset: NorESM2-MM, institute: NCC} - - {<<: *cmip6, dataset: SAM0-UNICON} - - {<<: *cmip6, dataset: TaiESM1} - - {<<: *cmip6, dataset: UKESM1-0-LL, ensemble: r1i1p1f2} + - {dataset: ACCESS-CM2, grid: gn, institute: CSIRO-ARCCSS} + - {dataset: ACCESS-ESM1-5, grid: gn, institute: CSIRO} + - {dataset: AWI-CM-1-1-MR, grid: gn} + - {dataset: AWI-ESM-1-1-LR, grid: gn} + - {dataset: BCC-CSM2-MR, grid: gn} + - {dataset: BCC-ESM1, grid: gn} + - {dataset: CAMS-CSM1-0, grid: gn} + - {dataset: CanESM5, grid: gn} + - {dataset: CanESM5-CanOE, grid: gn, ensemble: r1i1p2f1} + - {dataset: CESM2, grid: gn} + - {dataset: CESM2-FV2, grid: gn, institute: NCAR} + - {dataset: CESM2-WACCM, grid: gn, institute: NCAR} + - {dataset: CESM2-WACCM-FV2, grid: gn, institute: NCAR} + - {dataset: CIESM} + - {dataset: CNRM-CM6-1, ensemble: r1i1p1f2} + - {dataset: CNRM-CM6-1-HR, ensemble: r1i1p1f2} + - {dataset: CNRM-ESM2-1, ensemble: r1i1p1f2} + - {dataset: E3SM-1-0} + - {dataset: E3SM-1-1, institute: E3SM-Project} + - {dataset: EC-Earth3-Veg} + - {dataset: FGOALS-f3-L} + - {dataset: FGOALS-g3, grid: gn} + - {dataset: FIO-ESM-2-0, grid: gn} + - {dataset: GFDL-ESM4, grid: gr1} + - {dataset: GISS-E2-1-G, grid: gn} + - {dataset: GISS-E2-1-H, grid: gn} + - {dataset: HadGEM3-GC31-LL, ensemble: r1i1p1f3, grid: gn} + - {dataset: HadGEM3-GC31-MM, ensemble: r1i1p1f3, grid: gn} + - {dataset: INM-CM4-8, grid: gr1} + - {dataset: INM-CM5-0, grid: gr1} + - {dataset: IPSL-CM6A-LR} + - {dataset: KACE-1-0-G} + - {dataset: MCM-UA-1-0, grid: gn} + - {dataset: MIROC-ES2L, ensemble: r1i1p1f2, grid: gn} + - {dataset: MPI-ESM-1-2-HAM, grid: gn} + - {dataset: MPI-ESM1-2-HR, grid: gn} + - {dataset: MPI-ESM1-2-LR, grid: gn} + - {dataset: MRI-ESM2-0, grid: gn} + - {dataset: NESM3, grid: gn} + - {dataset: NorESM2-LM, grid: gn, institute: NCC} + - {dataset: NorESM2-MM, grid: gn, institute: NCC} + - {dataset: SAM0-UNICON, grid: gn} + - {dataset: UKESM1-0-LL, ensemble: r1i1p1f2, grid: gn} # Dataset to be benchmarked - - {dataset: ACCESS1-0, ensemble: r1i1p1, project: CMIP5, benchmark_dataset: true} + - {<<: *cmip6, dataset: MIROC6, benchmark_dataset: true} + #- {dataset: ACCESS1-0, ensemble: r1i1p1, project: CMIP5, benchmark_dataset: true} + + +VAR_SETTINGS: &var_settings + project: CMIP6 + mip: Amon + exp: historical + ensemble: r1i1p1f1 + grid: gn + timerange: '2000/2009' preprocessors: @@ -90,57 +99,19 @@ preprocessors: metric: rmse coords: [latitude, longitude] - global_mean: - area_statistics: - operator: mean - climate_statistics: - operator: mean - - extract_ar6_regions: - regrid: - target_grid: 5x5 - scheme: linear - extract_shape: - shapefile: ar6 - crop: true - decomposed: true - ids: - Name: ®ions_to_extract - - N.Europe - #- West&Central-Europe - #- Mediterranean - #- Equatorial.Pacific-Ocean - #- Equatorial.Atlantic-Ocean - #- Equatorial.Indic-Ocean - convert_units: - units: mm day-1 - area_statistics: - operator: mean - climate_statistics: - operator: mean - - diagnostics: - plot_boxplots: + plot_boxplots_rmse: description: Plot boxplots for different variables. variables: tas: &var + <<: *var_settings preprocessor: rmse - project: CMIP6 - mip: Amon - exp: historical - ensemble: r1i1p1f1 - grid: gn - timerange: '1985/2004' additional_datasets: - - {dataset: ERA5, project: native6, type: reanaly, version: v1, - tier: 3, reference_for_metric: true} - #hus400: - # <<: *var - # additional_datasets: - # - {dataset: ERA5, project: native6, type: reanaly, version: v1, tier: 3} + #- {dataset: ERA5, project: native6, type: reanaly, version: v1, + # tier: 3, reference_for_metric: true} + - {dataset: HadCRUT5, project: OBS, type: ground, version: 5.0.1.0-analysis, tier: 2} lwcre: <<: *var derive: true @@ -156,8 +127,10 @@ diagnostics: psl: <<: *var additional_datasets: - - {dataset: JRA-55, project: ana4mips, type: reanalysis, tier: 1, - reference_for_metric: true} + - {dataset: ERA5, project: native6, type: reanaly, version: v1, + tier: 3, reference_for_metric: true} + #- {dataset: JRA-55, project: ana4mips, type: reanalysis, tier: 1, + # reference_for_metric: true} rlut: <<: *var additional_datasets: @@ -178,10 +151,6 @@ diagnostics: <<: *var additional_datasets: - {dataset: HadISST, project: OBS, type: reanaly, version: 1, tier: 2, reference_for_metric: true} - #zg500: - # <<: *var - # additional_datasets: - # - {dataset: ERA5, project: native6, type: reanaly, version: v1, tier: 3} scripts: allplots: script: monitor/multi_datasets.py @@ -189,35 +158,4 @@ diagnostics: group_variables_by: variable_group plots: benchmarking_boxplot: - - - - - #seaborn_func: boxplot - # groupby_facet: var - #seaborn_kwargs: - # kind: hist - # stat: density - # bins: 300 - # y: pr - # col: shape_id - # col_order: *regions_to_extract - # col_wrap: 3 - # hue: alias - # facet_kws: - # sharey: false - #add_aux_coords: true - #dropna_kwargs: - # axis: 0 - # how: any - #legend_title: Model - #plot_object_methods: - # set: - # xlabel: 'Precipitation [mm/day]' - # xlim: [0, 30] - # set_titles: '{col_name}' - #seaborn_settings: - # style: ticks - # rc: - # axes.titlepad: 15.0 - #suptitle: Summary plot. + var_order: ['tas', 'ts', 'pr', 'psl', 'rsut', 'rlut', 'swcre', 'lwcre'] From ed1e991c739b184d81943898615a658abe5c4f57 Mon Sep 17 00:00:00 2001 From: Lisa Bock Date: Thu, 22 Feb 2024 11:01:13 +0100 Subject: [PATCH 23/95] add var order and different distance metrics --- .../diag_scripts/monitor/multi_datasets.py | 36 ++-- .../recipe_model_benchmarking_boxplots.yml | 201 ++++++++++++++++-- 2 files changed, 208 insertions(+), 29 deletions(-) diff --git a/esmvaltool/diag_scripts/monitor/multi_datasets.py b/esmvaltool/diag_scripts/monitor/multi_datasets.py index 77c2db9a23..8e2b5a7c19 100644 --- a/esmvaltool/diag_scripts/monitor/multi_datasets.py +++ b/esmvaltool/diag_scripts/monitor/multi_datasets.py @@ -304,6 +304,7 @@ Fontsize used for ticks, labels and titles. For the latter, use the given fontsize plus 2. Does not affect suptitles. log_y: bool, optional (default: True) + variables = var_order Use logarithmic Y-axis. plot_func: str, optional (default: 'contourf') Plot function used to plot the profiles. Must be a function of @@ -731,6 +732,8 @@ def __init__(self, config): elif plot_type == 'benchmarking_boxplot': self.plots[plot_type].setdefault('plot_kwargs', {}) self.plots[plot_type].setdefault('pyplot_kwargs', {}) + self.plots[plot_type].setdefault('var_order', None) + self.plots[plot_type].setdefault('label', []) self.plots[plot_type].setdefault('fontsize', 10) elif plot_type == 'map': @@ -1950,40 +1953,33 @@ def _plot_benchmarking_boxplot(self, df, cubes, variables, datasets): # Create plot with desired settings with mpl.rc_context(self._get_custom_mpl_rc_params(plot_type)): fig = plt.figure(**self.cfg['figure_kwargs']) - fig.suptitle(self._get_label(datasets[0]) + + #fig.suptitle(cubes[0].long_name.split()[0] + + fig.suptitle(cubes[0].long_name.partition("of")[0] + + f"of " + + self._get_label(datasets[0]) + f" ({datasets[0]['start_year']} - " f"{datasets[0]['end_year']})") sns.set_style('darkgrid') - # sns.axes_style("whitegrid") for i, var in enumerate(variables): axes = plt.subplot(1, len(variables), i+1) plot_kwargs = self._get_plot_kwargs(plot_type, datasets[i]) plot_kwargs['axes'] = axes - print(df) - print(datasets[i]) - plot_boxplot = sns.boxplot(data=df[df['Variable'] == var]) plot_boxplot.set(xticklabels=[]) # plot_map = plot_func(cube, **plot_kwargs) - plt.scatter(0, cubes[i].data, marker='x', s=200, - color="red", linewidths=3) + plt.scatter(0, cubes[i].data, marker='x', s=200, linewidths=3, color = "red") - plt.ylabel(datasets[i]['units']) + plt.ylabel(cubes[i].units) plt.xlabel(var) # Setup fontsize # fontsize = self.plots[plot_type]['fontsize'] # Customize plot - # axes.set_title(f"{datasets[i]['long_name']} " - # f"({datasets[i]['start_year']}-" - # f"{datasets[i]['end_year']})") - # axes.set_title(f"{len(df[df['Variable'] == var])} models", - # ha='right') self._process_pyplot_kwargs(plot_type, datasets[i]) # File paths @@ -2481,7 +2477,6 @@ def create_benchmarking_boxplot_plot(self): benchmark_group = self._get_benchmark_group(datasets) logger.info("Benchmarking group of %i datasets.", len(benchmark_group)) - print(benchmark_group) ancestors = [benchmark_dataset['filename']] for dataset in benchmark_group: @@ -2499,6 +2494,19 @@ def create_benchmarking_boxplot_plot(self): benchmark_datasets.append(benchmark_dataset) variables.append(var_key) + # order of variables + if self.plots[plot_type]['var_order']: + var_order = self.plots[plot_type]['var_order'] + if set(variables) == set(var_order): + ind = [variables.index(var_order[i]) for i in range(len(variables))] + cubes = iris.cube.CubeList([cubes[i] for i in ind]) + benchmark_datasets = [benchmark_datasets[i] for i in ind] + variables = var_order + else: + raise ValueError(f"List of ordered variables do not agree with" + f" processed variables") + + (plot_path, netcdf_paths) = ( self._plot_benchmarking_boxplot(df, cubes, variables, benchmark_datasets) diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_boxplots.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_boxplots.yml index 6c718100ae..dc109536ed 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_boxplots.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_boxplots.yml @@ -38,7 +38,7 @@ datasets: - {dataset: EC-Earth3-Veg} - {dataset: FGOALS-f3-L} - {dataset: FGOALS-g3, grid: gn} - - {dataset: FIO-ESM-2-0, grid: gn} + #- {dataset: FIO-ESM-2-0, grid: gn} - {dataset: GFDL-ESM4, grid: gr1} - {dataset: GISS-E2-1-G, grid: gn} - {dataset: GISS-E2-1-H, grid: gn} @@ -48,7 +48,7 @@ datasets: - {dataset: INM-CM5-0, grid: gr1} - {dataset: IPSL-CM6A-LR} - {dataset: KACE-1-0-G} - - {dataset: MCM-UA-1-0, grid: gn} + #- {dataset: MCM-UA-1-0, grid: gn} - {dataset: MIROC-ES2L, ensemble: r1i1p1f2, grid: gn} - {dataset: MPI-ESM-1-2-HAM, grid: gn} - {dataset: MPI-ESM1-2-HR, grid: gn} @@ -60,7 +60,7 @@ datasets: - {dataset: SAM0-UNICON, grid: gn} - {dataset: UKESM1-0-LL, ensemble: r1i1p1f2, grid: gn} # Dataset to be benchmarked - - {<<: *cmip6, dataset: MIROC6, benchmark_dataset: true} + - {dataset: MIROC6, grid: gn, benchmark_dataset: true} #- {dataset: ACCESS1-0, ensemble: r1i1p1, project: CMIP5, benchmark_dataset: true} @@ -69,7 +69,7 @@ VAR_SETTINGS: &var_settings mip: Amon exp: historical ensemble: r1i1p1f1 - grid: gn + grid: gr timerange: '2000/2009' @@ -83,7 +83,7 @@ preprocessors: target_grid: 2x2 scheme: nearest distance_metric: - metric: rmse + metric: weighted_rmse coords: [latitude, longitude] rmse_pr: @@ -96,7 +96,55 @@ preprocessors: convert_units: units: mm day-1 distance_metric: - metric: rmse + metric: weighted_rmse + coords: [latitude, longitude] + + pearsonr: + custom_order: true + climate_statistics: + operator: mean + regrid: + target_grid: 2x2 + scheme: nearest + distance_metric: + metric: weighted_pearsonr + coords: [latitude, longitude] + + pearsonr_pr: + custom_order: true + climate_statistics: + operator: mean + regrid: + target_grid: 2x2 + scheme: nearest + convert_units: + units: mm day-1 + distance_metric: + metric: weighted_pearsonr + coords: [latitude, longitude] + + emd: + custom_order: true + climate_statistics: + operator: mean + regrid: + target_grid: 2x2 + scheme: nearest + distance_metric: + metric: emd + coords: [latitude, longitude] + + emd_pr: + custom_order: true + climate_statistics: + operator: mean + regrid: + target_grid: 2x2 + scheme: nearest + convert_units: + units: mm day-1 + distance_metric: + metric: emd coords: [latitude, longitude] @@ -105,50 +153,173 @@ diagnostics: plot_boxplots_rmse: description: Plot boxplots for different variables. variables: - tas: &var + tas: &var_rmse <<: *var_settings preprocessor: rmse additional_datasets: #- {dataset: ERA5, project: native6, type: reanaly, version: v1, # tier: 3, reference_for_metric: true} - - {dataset: HadCRUT5, project: OBS, type: ground, version: 5.0.1.0-analysis, tier: 2} + - {dataset: HadCRUT5, project: OBS, type: ground, + version: 5.0.1.0-analysis, tier: 2, reference_for_metric: true} lwcre: - <<: *var + <<: *var_rmse derive: true additional_datasets: - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} pr: - <<: *var + <<: *var_rmse preprocessor: rmse_pr additional_datasets: - {dataset: GPCP-SG, project: OBS, type: atmos, version: 2.3, tier: 2, reference_for_metric: true} psl: - <<: *var + <<: *var_rmse + additional_datasets: + - {dataset: ERA5, project: native6, type: reanaly, version: v1, + tier: 3, reference_for_metric: true} + #- {dataset: JRA-55, project: ana4mips, type: reanalysis, tier: 1, + # reference_for_metric: true} + rlut: + <<: *var_rmse + additional_datasets: + - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} + rsut: + <<: *var_rmse + additional_datasets: + - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} + swcre: + <<: *var_rmse + derive: true + additional_datasets: + - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} + ts: + <<: *var_rmse + additional_datasets: + - {dataset: HadISST, project: OBS, type: reanaly, version: 1, tier: 2, reference_for_metric: true} + scripts: + allplots: + script: monitor/multi_datasets.py + plot_folder: '{plot_dir}' + group_variables_by: variable_group + plots: + benchmarking_boxplot: + var_order: ['tas', 'ts', 'pr', 'psl', 'rsut', 'rlut', 'swcre', 'lwcre'] + #pyplot_kwargs: + # color: "red" + + + plot_boxplots_pearsonr: + description: Plot boxplots for different variables. + variables: + tas: &var_pearsonr + <<: *var_settings + preprocessor: pearsonr + additional_datasets: + #- {dataset: ERA5, project: native6, type: reanaly, version: v1, + # tier: 3, reference_for_metric: true} + - {dataset: HadCRUT5, project: OBS, type: ground, + version: 5.0.1.0-analysis, tier: 2, reference_for_metric: true} + lwcre: + <<: *var_pearsonr + derive: true + additional_datasets: + - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} + pr: + <<: *var_pearsonr + preprocessor: pearsonr_pr + additional_datasets: + - {dataset: GPCP-SG, project: OBS, type: atmos, version: 2.3, tier: 2, + reference_for_metric: true} + psl: + <<: *var_pearsonr + additional_datasets: + - {dataset: ERA5, project: native6, type: reanaly, version: v1, + tier: 3, reference_for_metric: true} + #- {dataset: JRA-55, project: ana4mips, type: reanalysis, tier: 1, + # reference_for_metric: true} + rlut: + <<: *var_pearsonr + additional_datasets: + - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} + rsut: + <<: *var_pearsonr + additional_datasets: + - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} + swcre: + <<: *var_pearsonr + derive: true + additional_datasets: + - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} + ts: + <<: *var_pearsonr + additional_datasets: + - {dataset: HadISST, project: OBS, type: reanaly, version: 1, tier: 2, reference_for_metric: true} + scripts: + allplots: + script: monitor/multi_datasets.py + plot_folder: '{plot_dir}' + group_variables_by: variable_group + plots: + benchmarking_boxplot: + var_order: ['tas', 'ts', 'pr', 'psl', 'rsut', 'rlut', 'swcre', 'lwcre'] + + + plot_boxplots_emd: + description: Plot boxplots for different variables. + variables: + tas: &var_emd + <<: *var_settings + preprocessor: emd + additional_datasets: + #- {dataset: ERA5, project: native6, type: reanaly, version: v1, + # tier: 3, reference_for_metric: true} + - {dataset: HadCRUT5, project: OBS, type: ground, + version: 5.0.1.0-analysis, tier: 2, reference_for_metric: true} + lwcre: + <<: *var_emd + derive: true + additional_datasets: + - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} + pr: + <<: *var_emd + preprocessor: emd_pr + additional_datasets: + - {dataset: GPCP-SG, project: OBS, type: atmos, version: 2.3, tier: 2, + reference_for_metric: true} + psl: + <<: *var_emd additional_datasets: - {dataset: ERA5, project: native6, type: reanaly, version: v1, tier: 3, reference_for_metric: true} #- {dataset: JRA-55, project: ana4mips, type: reanalysis, tier: 1, # reference_for_metric: true} rlut: - <<: *var + <<: *var_emd additional_datasets: - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} rsut: - <<: *var + <<: *var_emd additional_datasets: - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} swcre: - <<: *var + <<: *var_emd derive: true additional_datasets: - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} ts: - <<: *var + <<: *var_emd additional_datasets: - {dataset: HadISST, project: OBS, type: reanaly, version: 1, tier: 2, reference_for_metric: true} scripts: From 1241f20748f53300ce102d28c849c262bf2e7530 Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Mon, 4 Mar 2024 13:48:45 +0100 Subject: [PATCH 24/95] first version of plot benchmarking_timeseries --- .../diag_scripts/monitor/multi_datasets.py | 151 ++++++++++++++++-- 1 file changed, 134 insertions(+), 17 deletions(-) diff --git a/esmvaltool/diag_scripts/monitor/multi_datasets.py b/esmvaltool/diag_scripts/monitor/multi_datasets.py index 8e2b5a7c19..71c23751b7 100644 --- a/esmvaltool/diag_scripts/monitor/multi_datasets.py +++ b/esmvaltool/diag_scripts/monitor/multi_datasets.py @@ -68,8 +68,9 @@ Benchmarking plots ------------------ - box plots (``benchmarking_boxplot``) - - maps (``benchmarking_map``): - - Zonal mean profiles (plot type ``benchmarking_zonal``): + - maps (``benchmarking_map``) + - time series (plot type ``benchmarking_timeseries``) + - zonal mean profiles (plot type ``benchmarking_zonal``) Author ------ @@ -589,6 +590,9 @@ Configuration options for plot type ``benchmarking_map`` -------------------------------------------------------- +Configuration options for plot type ``benchmarking_timeseries`` +-------------------------------------------------------- + Configuration options for plot type ``benchmarking_zonal`` ---------------------------------------------------------- @@ -704,6 +708,7 @@ def __init__(self, config): 'hovmoeller_time_vs_lat_or_lon', 'benchmarking_boxplot', 'benchmarking_map', + 'benchmarking_timeseries', 'benchmarking_zonal', ] for (plot_type, plot_options) in self.plots.items(): @@ -723,6 +728,14 @@ def __init__(self, config): self.plots[plot_type].setdefault('pyplot_kwargs', {}) self.plots[plot_type].setdefault('time_format', None) + elif plot_type == 'benchmarking_timeseries': + self.plots[plot_type].setdefault('annual_mean_kwargs', {}) + self.plots[plot_type].setdefault('gridline_kwargs', {}) + self.plots[plot_type].setdefault('legend_kwargs', {}) + self.plots[plot_type].setdefault('plot_kwargs', {}) + self.plots[plot_type].setdefault('pyplot_kwargs', {}) + self.plots[plot_type].setdefault('time_format', None) + elif plot_type == 'annual_cycle': self.plots[plot_type].setdefault('gridline_kwargs', {}) self.plots[plot_type].setdefault('legend_kwargs', {}) @@ -1174,7 +1187,7 @@ def _get_plot_kwargs(self, plot_type, dataset, bias=False): # Default settings for different plot types if plot_type in ('timeseries', 'annual_cycle', '1d_profile', - 'variable_vs_lat'): + 'variable_vs_lat', 'benchmarking_timeseries'): plot_kwargs.setdefault('label', label) if plot_kwargs.get('norm') == 'centered': @@ -1899,7 +1912,7 @@ def _plot_benchmarking_map(self, plot_func, dataset, percentile_dataset, projection=self._get_benchmarking_map_projection()) plot_kwargs = self._get_plot_kwargs(plot_type, dataset) plot_kwargs['axes'] = axes - plot_kwargs['extend'] ="both" + plot_kwargs['extend'] = "both" plot_map = plot_func(cube, **plot_kwargs) # apply stippling (dots) to all grid cells that do not exceed @@ -1953,12 +1966,12 @@ def _plot_benchmarking_boxplot(self, df, cubes, variables, datasets): # Create plot with desired settings with mpl.rc_context(self._get_custom_mpl_rc_params(plot_type)): fig = plt.figure(**self.cfg['figure_kwargs']) - #fig.suptitle(cubes[0].long_name.split()[0] + - fig.suptitle(cubes[0].long_name.partition("of")[0] + - f"of " + + # fig.suptitle(cubes[0].long_name.split()[0] + + fig.suptitle(cubes[0].long_name.partition("of")[0] + + "of " + self._get_label(datasets[0]) + - f" ({datasets[0]['start_year']} - " - f"{datasets[0]['end_year']})") + " ({datasets[0]['start_year']} - " + "{datasets[0]['end_year']})") sns.set_style('darkgrid') @@ -1971,7 +1984,8 @@ def _plot_benchmarking_boxplot(self, df, cubes, variables, datasets): plot_boxplot.set(xticklabels=[]) # plot_map = plot_func(cube, **plot_kwargs) - plt.scatter(0, cubes[i].data, marker='x', s=200, linewidths=3, color = "red") + plt.scatter(0, cubes[i].data, marker='x', s=200, linewidths=3, + color="red") plt.ylabel(cubes[i].units) plt.xlabel(var) @@ -2005,7 +2019,7 @@ def _plot_benchmarking_zonal(self, plot_func, dataset, percentile_dataset, axes = fig.add_subplot() plot_kwargs = self._get_plot_kwargs(plot_type, dataset) plot_kwargs['axes'] = axes - plot_kwargs['extend'] ="both" + plot_kwargs['extend'] = "both" plot_benchmarking_zonal = plot_func(cube, **plot_kwargs) # apply stippling (dots) to all grid cells that do not exceed @@ -2082,6 +2096,7 @@ def _check_cube_dimensions(cube, plot_type): 'benchmarking_boxplot': (['']), 'map': (['latitude', 'longitude'],), 'benchmarking_map': (['latitude', 'longitude'],), + 'benchmarking_timeseries': (['time'],), 'benchmarking_zonal': (['latitude', 'air_pressure'], ['latitude', 'altitude']), 'zonal_mean_profile': (['latitude', 'air_pressure'], @@ -2192,8 +2207,8 @@ def _get_benchmark_group(self, datasets): def _get_benchmark_mask(self, cube, percentile_dataset, metric): """Create mask for benchmarking cube depending on metric.""" mask_cube = cube.copy() - - i0 = 0 # index largest percentile + + i0 = 0 # index largest percentile i1 = len(percentile_dataset) - 1 # index smallest percentile if metric == 'bias': @@ -2374,6 +2389,107 @@ def create_timeseries_plot(self, datasets): provenance_logger.log(plot_path, provenance_record) provenance_logger.log(netcdf_path, provenance_record) + def create_benchmarking_timeseries_plot(self, datasets): + """Create time series benchmarking plot.""" + plot_type = 'benchmarking_timeseries' + if plot_type not in self.plots: + return + + if not datasets: + raise ValueError(f"No input data to plot '{plot_type}' given") + + logger.info("Plotting %s", plot_type) + + # Get dataset to be benchmarked + dataset = self._get_benchmark_dataset(datasets) + # Get percentiles from multi-model statistics + percentile_dataset = self._get_benchmark_percentiles(datasets) + + fig = plt.figure(**self.cfg['figure_kwargs']) + axes = fig.add_subplot() + + # load data + + percentile_data = [] + + for dataset_to_load in percentile_dataset: + filename = dataset_to_load['filename'] + logger.info("Loading %s", filename) + cube = iris.load_cube(filename) + percentile_data.append(cube) + + # Plot all datasets in one single figure + ancestors = [] + cubes = {} + + plot_kwargs = self._get_plot_kwargs(plot_type, dataset) + iris.plot.plot(dataset['cube'], **plot_kwargs) + + y2 = percentile_dataset[0]['cube'] + if len(percentile_dataset) > 1: + idx = len(percentile_dataset) - 1 + y1 = percentile_dataset[idx]['cube'] + else: + y1 = y2.copy() + ymin, ymax = axes.get_ylim() + y1.data = np.full(len(y1.data), ymin) + + iris.plot.fill_between(dataset['cube'].coord('time'), y1, y2, + facecolor='lightgray', edgecolor='lightgray', + linewidth=3) + + # Default plot appearance + multi_dataset_facets = self._get_multi_dataset_facets(datasets) + axes.set_title(multi_dataset_facets['long_name']) + axes.set_xlabel('time') + # apply time formatting + if self.plots[plot_type]['time_format'] is not None: + axes.get_xaxis().set_major_formatter( + mdates.DateFormatter(self.plots[plot_type]['time_format'])) + axes.set_ylabel( + f"{multi_dataset_facets[self.cfg['group_variables_by']]} " + f"[{multi_dataset_facets['units']}]" + ) + gridline_kwargs = self._get_gridline_kwargs(plot_type) + if gridline_kwargs is not False: + axes.grid(**gridline_kwargs) + + # Legend + legend_kwargs = self.plots[plot_type]['legend_kwargs'] + if legend_kwargs is not False: + axes.legend(**legend_kwargs) + + # Customize plot appearance + self._process_pyplot_kwargs(plot_type, multi_dataset_facets) + + # Save plot + plot_path = self.get_plot_path(plot_type, multi_dataset_facets) + fig.savefig(plot_path, **self.cfg['savefig_kwargs']) + logger.info("Wrote %s", plot_path) + plt.close() + + # Save netCDF file + netcdf_path = get_diagnostic_filename(Path(plot_path).stem, self.cfg) + var_attrs = { + n: datasets[0][n] for n in ('short_name', 'long_name', 'units') + } + cubes[self._get_label(dataset)] = dataset['cube'] + io.save_1d_data(cubes, netcdf_path, 'time', var_attrs) + + # Provenance tracking + caption = (f"Time series of {multi_dataset_facets['long_name']} for " + f"various datasets.") + provenance_record = { + 'ancestors': ancestors, + 'authors': ['schlund_manuel'], + 'caption': caption, + 'plot_types': ['line'], + 'long_names': [var_attrs['long_name']], + } + with ProvenanceLogger(self.cfg) as provenance_logger: + provenance_logger.log(plot_path, provenance_record) + provenance_logger.log(netcdf_path, provenance_record) + def create_annual_cycle_plot(self, datasets): """Create annual cycle plot.""" plot_type = 'annual_cycle' @@ -2498,14 +2614,14 @@ def create_benchmarking_boxplot_plot(self): if self.plots[plot_type]['var_order']: var_order = self.plots[plot_type]['var_order'] if set(variables) == set(var_order): - ind = [variables.index(var_order[i]) for i in range(len(variables))] + ind = [variables.index(var_order[i]) + for i in range(len(variables))] cubes = iris.cube.CubeList([cubes[i] for i in ind]) benchmark_datasets = [benchmark_datasets[i] for i in ind] variables = var_order else: - raise ValueError(f"List of ordered variables do not agree with" - f" processed variables") - + raise ValueError("List of ordered variables do not agree with" + " processed variables") (plot_path, netcdf_paths) = ( self._plot_benchmarking_boxplot(df, cubes, variables, @@ -3172,6 +3288,7 @@ def compute(self): self.create_timeseries_plot(datasets) self.create_annual_cycle_plot(datasets) self.create_benchmarking_map_plot(datasets) + self.create_benchmarking_timeseries_plot(datasets) self.create_benchmarking_zonal_plot(datasets) self.create_map_plot(datasets) self.create_zonal_mean_profile_plot(datasets) From dff982e2ee61b401cd1ab44aefac9971c3842dd9 Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Mon, 4 Mar 2024 15:01:44 +0100 Subject: [PATCH 25/95] added benchmarking annual cycle plot --- .../diag_scripts/monitor/multi_datasets.py | 111 +++++++++++++++- ...recipe_model_benchmarking_annual_cycle.yml | 123 ++++++++++++++++++ .../recipe_model_benchmarking_timeseries.yml | 49 +++++-- 3 files changed, 271 insertions(+), 12 deletions(-) create mode 100644 esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_annual_cycle.yml diff --git a/esmvaltool/diag_scripts/monitor/multi_datasets.py b/esmvaltool/diag_scripts/monitor/multi_datasets.py index 71c23751b7..246b4e01c8 100644 --- a/esmvaltool/diag_scripts/monitor/multi_datasets.py +++ b/esmvaltool/diag_scripts/monitor/multi_datasets.py @@ -67,9 +67,10 @@ Benchmarking plots ------------------ + - annual cycles (``benchmarking_annual_cycle``) - box plots (``benchmarking_boxplot``) - maps (``benchmarking_map``) - - time series (plot type ``benchmarking_timeseries``) + - time series (``benchmarking_timeseries``) - zonal mean profiles (plot type ``benchmarking_zonal``) Author @@ -584,6 +585,9 @@ the time axis using :class:`matplotlib.dates.DateFormatter`. If ``None``, use the default formatting imposed by the iris plotting function. +Configuration options for plot type ``benchmarking_annual_cycle`` +----------------------------------------------------------------- + Configuration options for plot type ``benchmarking_boxplot`` ------------------------------------------------------------ @@ -706,6 +710,7 @@ def __init__(self, config): 'variable_vs_lat', 'hovmoeller_z_vs_time', 'hovmoeller_time_vs_lat_or_lon', + 'benchmarking_annual_cycle', 'benchmarking_boxplot', 'benchmarking_map', 'benchmarking_timeseries', @@ -742,6 +747,12 @@ def __init__(self, config): self.plots[plot_type].setdefault('plot_kwargs', {}) self.plots[plot_type].setdefault('pyplot_kwargs', {}) + elif plot_type == 'benchmarking_annual_cycle': + self.plots[plot_type].setdefault('gridline_kwargs', {}) + self.plots[plot_type].setdefault('legend_kwargs', {}) + self.plots[plot_type].setdefault('plot_kwargs', {}) + self.plots[plot_type].setdefault('pyplot_kwargs', {}) + elif plot_type == 'benchmarking_boxplot': self.plots[plot_type].setdefault('plot_kwargs', {}) self.plots[plot_type].setdefault('pyplot_kwargs', {}) @@ -1186,7 +1197,8 @@ def _get_plot_kwargs(self, plot_type, dataset, bias=False): plot_kwargs[key] = val # Default settings for different plot types - if plot_type in ('timeseries', 'annual_cycle', '1d_profile', + if plot_type in ('timeseries', 'annual_cycle', + 'benchmarking_annual_cycle','1d_profile', 'variable_vs_lat', 'benchmarking_timeseries'): plot_kwargs.setdefault('label', label) @@ -2095,6 +2107,7 @@ def _check_cube_dimensions(cube, plot_type): 'annual_cycle': (['month_number'],), 'benchmarking_boxplot': (['']), 'map': (['latitude', 'longitude'],), + 'benchmarking_annual_cycle': (['month_number'],), 'benchmarking_map': (['latitude', 'longitude'],), 'benchmarking_timeseries': (['time'],), 'benchmarking_zonal': (['latitude', 'air_pressure'], @@ -2436,7 +2449,7 @@ def create_benchmarking_timeseries_plot(self, datasets): iris.plot.fill_between(dataset['cube'].coord('time'), y1, y2, facecolor='lightgray', edgecolor='lightgray', - linewidth=3) + linewidth=3, zorder=1) # Default plot appearance multi_dataset_facets = self._get_multi_dataset_facets(datasets) @@ -2565,6 +2578,97 @@ def create_annual_cycle_plot(self, datasets): provenance_logger.log(plot_path, provenance_record) provenance_logger.log(netcdf_path, provenance_record) + def create_benchmarking_annual_cycle_plot(self, datasets): + """Create benchmarking annual cycle plot.""" + plot_type = 'benchmarking_annual_cycle' + if plot_type not in self.plots: + return + + if not datasets: + raise ValueError(f"No input data to plot '{plot_type}' given") + + logger.info("Plotting %s", plot_type) + + # Get dataset to be benchmarked + dataset = self._get_benchmark_dataset(datasets) + # Get percentiles from multi-model statistics + percentile_dataset = self._get_benchmark_percentiles(datasets) + + fig = plt.figure(**self.cfg['figure_kwargs']) + axes = fig.add_subplot() + + # Plot all datasets in one single figure + ancestors = [] + cubes = {} + + # Plot annual cycle + cube = dataset['cube'] + plot_kwargs = self._get_plot_kwargs(plot_type, dataset) + plot_kwargs['axes'] = axes + iris.plot.plot(cube, **plot_kwargs) + + y2 = percentile_dataset[0]['cube'] + if len(percentile_dataset) > 1: + idx = len(percentile_dataset) - 1 + y1 = percentile_dataset[idx]['cube'] + else: + y1 = y2.copy() + ymin, ymax = axes.get_ylim() + y1.data = np.full(len(y1.data), ymin) + + iris.plot.fill_between(cube.coord('month_number'), y1, y2, + facecolor='lightgray', edgecolor='lightgray', + linewidth=3, zorder=1) + + # Default plot appearance + multi_dataset_facets = self._get_multi_dataset_facets(datasets) + axes.set_title(multi_dataset_facets['long_name']) + axes.set_xlabel('Month') + axes.set_ylabel( + f"{multi_dataset_facets[self.cfg['group_variables_by']]} " + f"[{multi_dataset_facets['units']}]" + ) + axes.set_xticks(range(1, 13), [str(m) for m in range(1, 13)]) + gridline_kwargs = self._get_gridline_kwargs(plot_type) + if gridline_kwargs is not False: + axes.grid(**gridline_kwargs) + + # Legend + legend_kwargs = self.plots[plot_type]['legend_kwargs'] + if legend_kwargs is not False: + axes.legend(**legend_kwargs) + + # Customize plot appearance + self._process_pyplot_kwargs(plot_type, multi_dataset_facets) + + # Save plot + plot_path = self.get_plot_path(plot_type, multi_dataset_facets) + fig.savefig(plot_path, **self.cfg['savefig_kwargs']) + logger.info("Wrote %s", plot_path) + plt.close() + + # Save netCDF file + netcdf_path = get_diagnostic_filename(Path(plot_path).stem, self.cfg) + var_attrs = { + n: datasets[0][n] for n in ('short_name', 'long_name', 'units') + } + cubes[self._get_label(dataset)] = dataset['cube'] + io.save_1d_data(cubes, netcdf_path, 'month_number', var_attrs) + + # Provenance tracking + caption = (f"Annual cycle of {multi_dataset_facets['long_name']} for " + f"various datasets.") + provenance_record = { + 'ancestors': ancestors, + 'authors': ['schlund_manuel'], + 'caption': caption, + 'plot_types': ['seas'], + 'long_names': [var_attrs['long_name']], + } + with ProvenanceLogger(self.cfg) as provenance_logger: + provenance_logger.log(plot_path, provenance_record) + provenance_logger.log(netcdf_path, provenance_record) + def create_benchmarking_boxplot_plot(self): """Create boxplot.""" plot_type = 'benchmarking_boxplot' @@ -3287,6 +3391,7 @@ def compute(self): logger.info("Processing variable %s", var_key) self.create_timeseries_plot(datasets) self.create_annual_cycle_plot(datasets) + self.create_benchmarking_annual_cycle_plot(datasets) self.create_benchmarking_map_plot(datasets) self.create_benchmarking_timeseries_plot(datasets) self.create_benchmarking_zonal_plot(datasets) diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_annual_cycle.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_annual_cycle.yml new file mode 100644 index 0000000000..6a1e167952 --- /dev/null +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_annual_cycle.yml @@ -0,0 +1,123 @@ +# ESMValTool +--- +documentation: + title: Benchmarking of a single model. + description: > + Benchmarking: annual cycle. + authors: + - lauer_axel + - schlund_manuel + maintainer: + - lauer_axel + + +# Note: the following models are just examples +datasets: +# - {project: CMIP6, dataset: IPSL-CM6A-LR, grid: gr} +# - {project: CMIP6, dataset: MIROC6, grid: gn, benchmark_dataset: true} +# - {project: CMIP6, dataset: MPI-ESM1-2-LR, grid: gn} +# - {project: CMIP6, dataset: UKESM1-0-LL, ensemble: r1i1p1f2, grid: gn} + - {dataset: ACCESS-CM2, grid: gn, institute: CSIRO-ARCCSS} + - {dataset: ACCESS-ESM1-5, grid: gn, institute: CSIRO} + - {dataset: AWI-CM-1-1-MR, grid: gn} + - {dataset: AWI-ESM-1-1-LR, grid: gn} + - {dataset: BCC-CSM2-MR, grid: gn} + - {dataset: BCC-ESM1, grid: gn} + - {dataset: CAMS-CSM1-0, grid: gn} + - {dataset: CanESM5, grid: gn} + - {dataset: CanESM5-CanOE, grid: gn, ensemble: r1i1p2f1} + - {dataset: CESM2, grid: gn} + - {dataset: CESM2-FV2, grid: gn, institute: NCAR} + - {dataset: CESM2-WACCM, grid: gn, institute: NCAR} + - {dataset: CESM2-WACCM-FV2, grid: gn, institute: NCAR} + - {dataset: CIESM} + - {dataset: CNRM-CM6-1, ensemble: r1i1p1f2} + - {dataset: CNRM-CM6-1-HR, ensemble: r1i1p1f2} + - {dataset: CNRM-ESM2-1, ensemble: r1i1p1f2} + - {dataset: E3SM-1-0} + - {dataset: E3SM-1-1, institute: E3SM-Project} + - {dataset: EC-Earth3-Veg} + - {dataset: FGOALS-f3-L} + - {dataset: FGOALS-g3, grid: gn} + - {dataset: FIO-ESM-2-0, grid: gn} + - {dataset: GFDL-ESM4, grid: gr1} + - {dataset: GISS-E2-1-G, grid: gn} + - {dataset: GISS-E2-1-H, grid: gn} + - {dataset: HadGEM3-GC31-LL, ensemble: r1i1p1f3, grid: gn} + - {dataset: HadGEM3-GC31-MM, ensemble: r1i1p1f3, grid: gn} + - {dataset: INM-CM4-8, grid: gr1} + - {dataset: INM-CM5-0, grid: gr1} + - {dataset: IPSL-CM6A-LR} + - {dataset: KACE-1-0-G} + - {dataset: MCM-UA-1-0, grid: gn} + - {dataset: MIROC6, grid: gn, benchmark_dataset: true} + - {dataset: MIROC-ES2L, ensemble: r1i1p1f2, grid: gn} + - {dataset: MPI-ESM-1-2-HAM, grid: gn} + - {dataset: MPI-ESM1-2-HR, grid: gn} + - {dataset: MPI-ESM1-2-LR, grid: gn} + - {dataset: MRI-ESM2-0, grid: gn} + - {dataset: NESM3, grid: gn} + - {dataset: NorESM2-LM, grid: gn, institute: NCC} + - {dataset: NorESM2-MM, grid: gn, institute: NCC} + - {dataset: SAM0-UNICON, grid: gn} + - {dataset: UKESM1-0-LL, ensemble: r1i1p1f2, grid: gn} + +preprocessors: + + pp_tas_metric: + custom_order: true + regrid_time: + calendar: standard + regrid: + target_grid: 2x2 + scheme: linear + climate_statistics: + period: month + distance_metric: + metric: rmse + coords: [longitude, latitude] + multi_model_statistics: + span: overlap + statistics: + - operator: percentile + percent: 10 + - operator: percentile + percent: 90 + exclude: [reference_dataset, MIROC6] + + +diagnostics: + + benchmarking_timeseries: + description: Plot "benchmarking" annual cycle plot. + variables: + tas: + timerange: '1980/2014' + preprocessor: pp_tas_metric + project: CMIP6 + mip: Amon + exp: historical + ensemble: r1i1p1f1 + grid: gr + reference_dataset: HadCRUT5 + additional_datasets: + - {dataset: HadCRUT5, project: OBS, type: ground, version: 5.0.1.0-analysis, tier: 2, reference_for_metric: true} + scripts: + allplots: + script: monitor/multi_datasets.py + plot_folder: '{plot_dir}' +# plot_filename: '{plot_type}_{real_name}_{mip}' + group_variables_by: variable_group +# facet_used_for_labels: project + plots: + benchmarking_annual_cycle: + plot_kwargs: + annual_mean_kwargs: False +# legend_kwargs: False + plot_kwargs: + MIROC6: + color: red + label: '{dataset}' + linestyle: '-' + linewidth: 1.5 + zorder: 3 diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_timeseries.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_timeseries.yml index 09a67e69de..47a32b6f32 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_timeseries.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_timeseries.yml @@ -68,8 +68,6 @@ preprocessors: regrid: target_grid: 2x2 scheme: linear - area_statistics: - operator: mean anomalies: period: month reference: @@ -79,6 +77,8 @@ preprocessors: end_year: 1999 end_month: 12 end_day: 31 + area_statistics: + operator: mean pp_tas_metric: custom_order: true @@ -87,9 +87,6 @@ preprocessors: regrid: target_grid: 2x2 scheme: linear - distance_metric: - metric: rmse - coords: [longitude, latitude] anomalies: period: month reference: @@ -99,6 +96,9 @@ preprocessors: end_year: 1999 end_month: 12 end_day: 31 + distance_metric: + metric: rmse + coords: [longitude, latitude] multi_model_statistics: span: overlap statistics: @@ -111,7 +111,7 @@ preprocessors: diagnostics: - benchmarking_timeseries: + timeseries: description: Plot "classical" time series of global mean anomalies including a reference dataset. variables: tas: @@ -155,6 +155,37 @@ diagnostics: linestyle: '-' linewidth: 1 zorder: 1 -# benchmarking_timeseries: -# plot_kwargs: -# default: + + benchmarking_timeseries: + description: Plot "benchmarking" time series of global mean anomalies. + variables: + tas: + timerange: '1980/2014' + preprocessor: pp_tas_metric + project: CMIP6 + mip: Amon + exp: historical + ensemble: r1i1p1f1 + grid: gr + reference_dataset: HadCRUT5 + additional_datasets: + - {dataset: HadCRUT5, project: OBS, type: ground, version: 5.0.1.0-analysis, tier: 2, reference_for_metric: true} + scripts: + allplots: + script: monitor/multi_datasets.py + plot_folder: '{plot_dir}' +# plot_filename: '{plot_type}_{real_name}_{mip}' + group_variables_by: variable_group +# facet_used_for_labels: project + plots: + benchmarking_timeseries: + plot_kwargs: + annual_mean_kwargs: False +# legend_kwargs: False + plot_kwargs: + MIROC6: + color: red + label: '{dataset}' + linestyle: '-' + linewidth: 1.5 + zorder: 3 From 66a4bc5910c11e813f9b4e727c4b5e973f6c4bf7 Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Wed, 6 Mar 2024 09:54:36 +0100 Subject: [PATCH 26/95] added benchmarking diurnal cycle plot --- .../diag_scripts/monitor/multi_datasets.py | 117 +++++++++++++++- ...ecipe_model_benchmarking_diurnal_cycle.yml | 129 ++++++++++++++++++ 2 files changed, 241 insertions(+), 5 deletions(-) create mode 100644 esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml diff --git a/esmvaltool/diag_scripts/monitor/multi_datasets.py b/esmvaltool/diag_scripts/monitor/multi_datasets.py index 246b4e01c8..2d3510bdff 100644 --- a/esmvaltool/diag_scripts/monitor/multi_datasets.py +++ b/esmvaltool/diag_scripts/monitor/multi_datasets.py @@ -585,12 +585,16 @@ the time axis using :class:`matplotlib.dates.DateFormatter`. If ``None``, use the default formatting imposed by the iris plotting function. -Configuration options for plot type ``benchmarking_annual_cycle`` +Configuration options for plot type ``benchmarking_annual_cycle`` ----------------------------------------------------------------- Configuration options for plot type ``benchmarking_boxplot`` ------------------------------------------------------------ +Configuration options for plot type ``benchmarking_diurnal_cycle`` +------------------------------------------------------------------ +Same as for ``benchmarking_annual_cycle``. + Configuration options for plot type ``benchmarking_map`` -------------------------------------------------------- @@ -712,6 +716,7 @@ def __init__(self, config): 'hovmoeller_time_vs_lat_or_lon', 'benchmarking_annual_cycle', 'benchmarking_boxplot', + 'benchmarking_diurnal_cycle', 'benchmarking_map', 'benchmarking_timeseries', 'benchmarking_zonal', @@ -753,6 +758,12 @@ def __init__(self, config): self.plots[plot_type].setdefault('plot_kwargs', {}) self.plots[plot_type].setdefault('pyplot_kwargs', {}) + elif plot_type == 'benchmarking_diurnal_cycle': + self.plots[plot_type].setdefault('gridline_kwargs', {}) + self.plots[plot_type].setdefault('legend_kwargs', {}) + self.plots[plot_type].setdefault('plot_kwargs', {}) + self.plots[plot_type].setdefault('pyplot_kwargs', {}) + elif plot_type == 'benchmarking_boxplot': self.plots[plot_type].setdefault('plot_kwargs', {}) self.plots[plot_type].setdefault('pyplot_kwargs', {}) @@ -1199,6 +1210,7 @@ def _get_plot_kwargs(self, plot_type, dataset, bias=False): # Default settings for different plot types if plot_type in ('timeseries', 'annual_cycle', 'benchmarking_annual_cycle','1d_profile', + 'benchmarking_diurnal_cycle', 'variable_vs_lat', 'benchmarking_timeseries'): plot_kwargs.setdefault('label', label) @@ -2108,6 +2120,7 @@ def _check_cube_dimensions(cube, plot_type): 'benchmarking_boxplot': (['']), 'map': (['latitude', 'longitude'],), 'benchmarking_annual_cycle': (['month_number'],), + 'benchmarking_diurnal_cycle': (['hour'],), 'benchmarking_map': (['latitude', 'longitude'],), 'benchmarking_timeseries': (['time'],), 'benchmarking_zonal': (['latitude', 'air_pressure'], @@ -2448,8 +2461,8 @@ def create_benchmarking_timeseries_plot(self, datasets): y1.data = np.full(len(y1.data), ymin) iris.plot.fill_between(dataset['cube'].coord('time'), y1, y2, - facecolor='lightgray', edgecolor='lightgray', - linewidth=3, zorder=1) + facecolor='lightblue', edgecolor='lightblue', + linewidth=3, zorder=1, alpha=0.8) # Default plot appearance multi_dataset_facets = self._get_multi_dataset_facets(datasets) @@ -2617,8 +2630,8 @@ def create_benchmarking_annual_cycle_plot(self, datasets): y1.data = np.full(len(y1.data), ymin) iris.plot.fill_between(cube.coord('month_number'), y1, y2, - facecolor='lightgray', edgecolor='lightgray', - linewidth=3, zorder=1) + facecolor='lightblue', + linewidth=0, zorder=1, alpha=0.8) # Default plot appearance multi_dataset_facets = self._get_multi_dataset_facets(datasets) @@ -2758,6 +2771,99 @@ def create_benchmarking_boxplot_plot(self): provenance_logger.log(plot_path, provenance_record) provenance_logger.log(netcdf_path, provenance_record) + def create_benchmarking_diurnal_cycle_plot(self, datasets): + """Create benchmarking diurnal cycle plot.""" + plot_type = 'benchmarking_diurnal_cycle' + if plot_type not in self.plots: + return + + if not datasets: + raise ValueError(f"No input data to plot '{plot_type}' given") + + logger.info("Plotting %s", plot_type) + + # Get dataset to be benchmarked + dataset = self._get_benchmark_dataset(datasets) + # Get percentiles from multi-model statistics + percentile_dataset = self._get_benchmark_percentiles(datasets) + + fig = plt.figure(**self.cfg['figure_kwargs']) + axes = fig.add_subplot() + + # Plot all datasets in one single figure + ancestors = [] + cubes = {} + cube = dataset['cube'] + + # Plot diurnal cycle + plot_kwargs = self._get_plot_kwargs(plot_type, dataset) + plot_kwargs['axes'] = axes + iris.plot.plot(cube, **plot_kwargs) + + y2 = percentile_dataset[0]['cube'] + if len(percentile_dataset) > 1: + idx = len(percentile_dataset) - 1 + y1 = percentile_dataset[idx]['cube'] + else: + y1 = y2.copy() + ymin, ymax = axes.get_ylim() + y1.data = np.full(len(y1.data), ymin) + + iris.plot.fill_between(cube.coord('hour'), y1, y2, + facecolor='lightblue', + linewidth=0, + zorder=1, alpha=0.8) + + # Default plot appearance + multi_dataset_facets = self._get_multi_dataset_facets(datasets) + axes.set_title(multi_dataset_facets['long_name']) + axes.set_xlabel('Hour') + axes.set_ylabel( + f"{multi_dataset_facets[self.cfg['group_variables_by']]} " + f"[{multi_dataset_facets['units']}]" + ) + axes.set_xticks(range(0, 24), minor=True) + axes.set_xticks(range(0, 24, 3), [str(m) for m in range(0, 24, 3)]) + gridline_kwargs = self._get_gridline_kwargs(plot_type) + if gridline_kwargs is not False: + axes.grid(**gridline_kwargs) + + # Legend + legend_kwargs = self.plots[plot_type]['legend_kwargs'] + if legend_kwargs is not False: + axes.legend(**legend_kwargs) + + # Customize plot appearance + self._process_pyplot_kwargs(plot_type, multi_dataset_facets) + + # Save plot + plot_path = self.get_plot_path(plot_type, multi_dataset_facets) + fig.savefig(plot_path, **self.cfg['savefig_kwargs']) + logger.info("Wrote %s", plot_path) + plt.close() + + # Save netCDF file + netcdf_path = get_diagnostic_filename(Path(plot_path).stem, self.cfg) + var_attrs = { + n: datasets[0][n] for n in ('short_name', 'long_name', 'units') + } + cubes[self._get_label(dataset)] = dataset['cube'] + io.save_1d_data(cubes, netcdf_path, 'hour', var_attrs) + + # Provenance tracking + caption = (f"Diurnal cycle of {multi_dataset_facets['long_name']} for " + f"various datasets.") + provenance_record = { + 'ancestors': ancestors, + 'authors': ['schlund_manuel'], + 'caption': caption, + 'plot_types': ['seas'], + 'long_names': [var_attrs['long_name']], + } + with ProvenanceLogger(self.cfg) as provenance_logger: + provenance_logger.log(plot_path, provenance_record) + provenance_logger.log(netcdf_path, provenance_record) + def create_map_plot(self, datasets): """Create map plot.""" plot_type = 'map' @@ -3392,6 +3498,7 @@ def compute(self): self.create_timeseries_plot(datasets) self.create_annual_cycle_plot(datasets) self.create_benchmarking_annual_cycle_plot(datasets) + self.create_benchmarking_diurnal_cycle_plot(datasets) self.create_benchmarking_map_plot(datasets) self.create_benchmarking_timeseries_plot(datasets) self.create_benchmarking_zonal_plot(datasets) diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml new file mode 100644 index 0000000000..cc9e15eb23 --- /dev/null +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml @@ -0,0 +1,129 @@ +# ESMValTool +--- +documentation: + title: Benchmarking of a single model. + description: > + Benchmarking: diurnal cycle. + authors: + - lauer_axel + - schlund_manuel + maintainer: + - lauer_axel + + +# Note: the following models are just examples +datasets: +# - {dataset: GFDL-CM4, grid: gr1} +# - {dataset: IPSL-CM6A-LR, grid: gr} +# - {dataset: MIROC6, grid: gn, benchmark_dataset: true} +# - {dataset: MPI-ESM1-2-LR, grid: gn} + - {dataset: ACCESS-CM2, grid: gn, institute: CSIRO-ARCCSS} + - {dataset: ACCESS-ESM1-5, grid: gn, institute: CSIRO} + - {dataset: AWI-CM-1-1-MR, grid: gn} + - {dataset: AWI-ESM-1-1-LR, grid: gn} + - {dataset: BCC-CSM2-MR, grid: gn} +# - {dataset: BCC-ESM1, grid: gn} +# - {dataset: CAMS-CSM1-0, grid: gn} +# - {dataset: CanESM5, grid: gn} +# - {dataset: CanESM5-CanOE, grid: gn, ensemble: r1i1p2f1} +# - {dataset: CESM2, grid: gn} +# - {dataset: CESM2-FV2, grid: gn, institute: NCAR} +# - {dataset: CESM2-WACCM, grid: gn, institute: NCAR} +# - {dataset: CESM2-WACCM-FV2, grid: gn, institute: NCAR} +# - {dataset: CIESM} + - {dataset: CNRM-CM6-1, ensemble: r1i1p1f2} +# - {dataset: CNRM-CM6-1-HR, ensemble: r1i1p1f2} + - {dataset: CNRM-ESM2-1, ensemble: r1i1p1f2} +# - {dataset: E3SM-1-0} +# - {dataset: E3SM-1-1, institute: E3SM-Project} + - {dataset: EC-Earth3-Veg} + - {dataset: FGOALS-f3-L} + - {dataset: FGOALS-g3, grid: gn} +# - {dataset: FIO-ESM-2-0, grid: gn} +# - {dataset: GFDL-ESM4, grid: gr1} + - {dataset: GISS-E2-1-G, grid: gn} +# - {dataset: GISS-E2-1-H, grid: gn} + - {dataset: HadGEM3-GC31-LL, ensemble: r1i1p1f3, grid: gn} + - {dataset: HadGEM3-GC31-MM, ensemble: r1i1p1f3, grid: gn} +# - {dataset: INM-CM4-8, grid: gr1} +# - {dataset: INM-CM5-0, grid: gr1} + - {dataset: IPSL-CM6A-LR} + - {dataset: KACE-1-0-G} +# - {dataset: MCM-UA-1-0, grid: gn} + - {dataset: MIROC6, grid: gn, benchmark_dataset: true} + - {dataset: MIROC-ES2L, ensemble: r1i1p1f2, grid: gn} + - {dataset: MPI-ESM-1-2-HAM, grid: gn} + - {dataset: MPI-ESM1-2-HR, grid: gn} + - {dataset: MPI-ESM1-2-LR, grid: gn} + - {dataset: MRI-ESM2-0, grid: gn} + - {dataset: NESM3, grid: gn} +# - {dataset: NorESM2-LM, grid: gn, institute: NCC} +# - {dataset: NorESM2-MM, grid: gn, institute: NCC} + - {dataset: SAM0-UNICON, grid: gn} + - {dataset: UKESM1-0-LL, ensemble: r1i1p1f2, grid: gn} + + +preprocessors: + + pp_diurn_Tropics: + custom_order: true + resample_hours: + interval: 3 + offset: 1 + local_solar_time: + extract_region: + start_longitude: 0 + end_longitude: 360 + start_latitude: -30 + end_latitude: 30 + regrid: + target_grid: 2x2 + scheme: linear + climate_statistics: + period: hourly + distance_metric: + metric: rmse + coords: [longitude, latitude] + multi_model_statistics: + span: overlap + statistics: + - operator: percentile + percent: 10 + - operator: percentile + percent: 90 + exclude: [reference_dataset, MIROC6] + + +diagnostics: + + diurncyc: + description: Example plot diurnal cycles including reference datasets. + variables: + clt_tropics: + project: CMIP6 + timerange: 20060101/20060201 + preprocessor: pp_diurn_Tropics + short_name: clt + exp: historical + mip: 3hr + ensemble: r1i1p1f1 + grid: gr + reference_dataset: ERA5 + additional_datasets: + - {dataset: ERA5, project: native6, type: reanaly, version: 'v1', frequency: 1hr, + tier: 3, reference_for_metric: true} + scripts: + allplots: + script: monitor/multi_datasets.py + plot_folder: '{plot_dir}' + plot_filename: '{plot_type}_{real_name}_{mip}' + group_variables_by: variable_group + plots: + benchmarking_diurnal_cycle: + legend_kwargs: + loc: upper right + plot_kwargs: + ERA5: + color: black + pyplot_kwargs: + title: '{short_name}' From 50e498b3db4e03fc613ce6afa6c68fa0bfadcebb Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Wed, 6 Mar 2024 10:43:32 +0100 Subject: [PATCH 27/95] addressed some style issues --- .../diag_scripts/monitor/multi_datasets.py | 116 +++++++++--------- 1 file changed, 58 insertions(+), 58 deletions(-) diff --git a/esmvaltool/diag_scripts/monitor/multi_datasets.py b/esmvaltool/diag_scripts/monitor/multi_datasets.py index 2d3510bdff..e28279994c 100644 --- a/esmvaltool/diag_scripts/monitor/multi_datasets.py +++ b/esmvaltool/diag_scripts/monitor/multi_datasets.py @@ -585,7 +585,7 @@ the time axis using :class:`matplotlib.dates.DateFormatter`. If ``None``, use the default formatting imposed by the iris plotting function. -Configuration options for plot type ``benchmarking_annual_cycle`` +Configuration options for plot type ``benchmarking_annual_cycle`` ----------------------------------------------------------------- Configuration options for plot type ``benchmarking_boxplot`` @@ -593,7 +593,7 @@ Configuration options for plot type ``benchmarking_diurnal_cycle`` ------------------------------------------------------------------ -Same as for ``benchmarking_annual_cycle``. +Same as for ``benchmarking_annual_cycle``. Configuration options for plot type ``benchmarking_map`` -------------------------------------------------------- @@ -1209,7 +1209,7 @@ def _get_plot_kwargs(self, plot_type, dataset, bias=False): # Default settings for different plot types if plot_type in ('timeseries', 'annual_cycle', - 'benchmarking_annual_cycle','1d_profile', + 'benchmarking_annual_cycle', '1d_profile', 'benchmarking_diurnal_cycle', 'variable_vs_lat', 'benchmarking_timeseries'): plot_kwargs.setdefault('label', label) @@ -2192,20 +2192,21 @@ def _get_benchmarking_reference_dataset(self, datasets): variable = datasets[0][self.cfg['group_variables_by']] ref_datasets = [d for d in datasets if d.get('reference_for_metric', False)] + if len(ref_datasets) == 1: return ref_datasets[0] - else: - # try variable attribute "reference_dataset" - for d in datasets: - print(d.get('reference_dataset')) - print(d.get('dataset')) - if (d.get('reference_dataset') == d.get('dataset')): - ref_datasets = d - break - if len(ref_datasets) != 1: - raise ValueError( - f"Expected exactly 1 reference dataset for variable " - f"'{variable}', got {len(ref_datasets):d}") + + # try variable attribute "reference_dataset" + for d in datasets: + print(d.get('reference_dataset')) + print(d.get('dataset')) + if d.get('reference_dataset') == d.get('dataset'): + ref_datasets = d + break + if len(ref_datasets) != 1: + raise ValueError( + f"Expected exactly 1 reference dataset for variable " + f"'{variable}', got {len(ref_datasets):d}") return None def _get_benchmark_dataset(self, datasets): @@ -2234,22 +2235,22 @@ def _get_benchmark_mask(self, cube, percentile_dataset, metric): """Create mask for benchmarking cube depending on metric.""" mask_cube = cube.copy() - i0 = 0 # index largest percentile - i1 = len(percentile_dataset) - 1 # index smallest percentile + idx0 = 0 # index largest percentile + idx1 = len(percentile_dataset) - 1 # index smallest percentile if metric == 'bias': - sgn_p_up = np.where((percentile_dataset[i0].data >= 0), 1, -1) - sgn_p_dn = np.where((percentile_dataset[i1].data >= 0), 1, -1) + sgn_p_up = np.where((percentile_dataset[idx0].data >= 0), 1, -1) + sgn_p_dn = np.where((percentile_dataset[idx1].data >= 0), 1, -1) mask = np.where((sgn_p_up == 1) & - (cube.data >= percentile_dataset[i0].data) | + (cube.data >= percentile_dataset[idx0].data) | (sgn_p_dn == -1) & - (cube.data <= percentile_dataset[i1].data), 0, 1) + (cube.data <= percentile_dataset[idx1].data), 0, 1) elif metric == 'emd': - mask = np.where(cube.data >= percentile_dataset[i0].data, 0, 1) + mask = np.where(cube.data >= percentile_dataset[idx0].data, 0, 1) elif metric == 'pearsonr': - mask = np.where(cube.data <= percentile_dataset[i0].data, 0, 1) + mask = np.where(cube.data <= percentile_dataset[idx0].data, 0, 1) elif metric == 'rmse': - mask = np.where(cube.data >= percentile_dataset[i0].data, 0, 1) + mask = np.where(cube.data >= percentile_dataset[idx0].data, 0, 1) else: raise ValueError( f"Could not create benchmarking mask, unknown benchmarking " @@ -2270,26 +2271,26 @@ def _get_benchmark_metric(self, datasets): else: metric = 'bias' # default logger.info( - f"Could not determine metric from short_name, " - f"assuming benchmarking metric = '{metric}'") + "Could not determine metric from short_name, " + "assuming benchmarking metric = %s", metric) return metric def _get_benchmark_percentiles(self, datasets): """Get percentile datasets from multi-model statistics preprocessor.""" variable = datasets[0][self.cfg['group_variables_by']] percentiles = [] - for d in datasets: - statistics = d.get('multi_model_statistics') + for dataset in datasets: + statistics = dataset.get('multi_model_statistics') if statistics: if "Percentile" in statistics: - percentiles.append(d) + percentiles.append(dataset) # *** sort percentiles by size *** # get percentiles as integers iperc = [] - for d in percentiles: - stat = d.get('multi_model_statistics') + for dataset in percentiles: + stat = dataset.get('multi_model_statistics') perc = stat.replace('MultiModelPercentile', '') iperc.append(int(perc)) @@ -2297,33 +2298,32 @@ def _get_benchmark_percentiles(self, datasets): # sort list of percentile datasets by percentile with highest # percentile first (descending order) zipped_pairs = zip(iperc, idx) - z = [x for _, x in sorted(zipped_pairs, reverse=True)] - perc_sorted = [percentiles[i] for i in z] + zval = [x for _, x in sorted(zipped_pairs, reverse=True)] + perc_sorted = [percentiles[i] for i in zval] percentiles = perc_sorted # get number of percentiles expected depending on benchmarking metric metric = self._get_benchmark_metric(datasets) - if (metric == 'bias'): + if metric == 'bias': numperc = 2 - elif (metric == 'rmse'): + elif metric == 'rmse': numperc = 1 - elif (metric == 'pearsonr'): + elif metric == 'pearsonr': numperc = 1 - elif (metric == 'emd'): + elif metric == 'emd': numperc = 1 else: raise ValueError(f"Unknown benchmarking metric: '{metric}'.") if len(percentiles) >= numperc: return percentiles - else: - raise ValueError( - f"Expected at least '{numperc}' percentile datasets (created " - f"'with multi-model statistics preprocessor for variable " - f"'{variable}'), got {len(percentiles):d}") - return None + + raise ValueError( + f"Expected at least '{numperc}' percentile datasets (created " + f"'with multi-model statistics preprocessor for variable " + f"'{variable}'), got {len(percentiles):d}") def create_timeseries_plot(self, datasets): """Create time series plot.""" @@ -2451,16 +2451,16 @@ def create_benchmarking_timeseries_plot(self, datasets): plot_kwargs = self._get_plot_kwargs(plot_type, dataset) iris.plot.plot(dataset['cube'], **plot_kwargs) - y2 = percentile_dataset[0]['cube'] + yval2 = percentile_dataset[0]['cube'] if len(percentile_dataset) > 1: idx = len(percentile_dataset) - 1 - y1 = percentile_dataset[idx]['cube'] + yval1 = percentile_dataset[idx]['cube'] else: - y1 = y2.copy() + yval1 = yval2.copy() ymin, ymax = axes.get_ylim() - y1.data = np.full(len(y1.data), ymin) + yval1.data = np.full(len(yval1.data), ymin) - iris.plot.fill_between(dataset['cube'].coord('time'), y1, y2, + iris.plot.fill_between(dataset['cube'].coord('time'), yval1, yval2, facecolor='lightblue', edgecolor='lightblue', linewidth=3, zorder=1, alpha=0.8) @@ -2620,16 +2620,16 @@ def create_benchmarking_annual_cycle_plot(self, datasets): plot_kwargs['axes'] = axes iris.plot.plot(cube, **plot_kwargs) - y2 = percentile_dataset[0]['cube'] + yval2 = percentile_dataset[0]['cube'] if len(percentile_dataset) > 1: idx = len(percentile_dataset) - 1 - y1 = percentile_dataset[idx]['cube'] + yval1 = percentile_dataset[idx]['cube'] else: - y1 = y2.copy() + yval1 = yval2.copy() ymin, ymax = axes.get_ylim() - y1.data = np.full(len(y1.data), ymin) + yval1.data = np.full(len(yval1.data), ymin) - iris.plot.fill_between(cube.coord('month_number'), y1, y2, + iris.plot.fill_between(cube.coord('month_number'), yval1, yval2, facecolor='lightblue', linewidth=0, zorder=1, alpha=0.8) @@ -2800,16 +2800,16 @@ def create_benchmarking_diurnal_cycle_plot(self, datasets): plot_kwargs['axes'] = axes iris.plot.plot(cube, **plot_kwargs) - y2 = percentile_dataset[0]['cube'] + yval2 = percentile_dataset[0]['cube'] if len(percentile_dataset) > 1: idx = len(percentile_dataset) - 1 - y1 = percentile_dataset[idx]['cube'] + yval1 = percentile_dataset[idx]['cube'] else: - y1 = y2.copy() + yval1 = yval2.copy() ymin, ymax = axes.get_ylim() - y1.data = np.full(len(y1.data), ymin) + yval1.data = np.full(len(yval1.data), ymin) - iris.plot.fill_between(cube.coord('hour'), y1, y2, + iris.plot.fill_between(cube.coord('hour'), yval1, yval2, facecolor='lightblue', linewidth=0, zorder=1, alpha=0.8) From 446b4eeb3b47fb304d9f39b11f4db2c53af763e7 Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Thu, 7 Mar 2024 09:39:25 +0100 Subject: [PATCH 28/95] updated benchmarking recipes --- ...recipe_model_benchmarking_annual_cycle.yml | 80 ++++++++++++++++++- ...ecipe_model_benchmarking_diurnal_cycle.yml | 22 +++-- .../recipe_model_benchmarking_timeseries.yml | 24 +++++- 3 files changed, 114 insertions(+), 12 deletions(-) diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_annual_cycle.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_annual_cycle.yml index 6a1e167952..738afd001a 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_annual_cycle.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_annual_cycle.yml @@ -64,6 +64,23 @@ datasets: preprocessors: + pp_tas: + regrid: + target_grid: 2x2 + scheme: linear + climate_statistics: + period: month + area_statistics: + operator: mean + multi_model_statistics: + span: overlap + statistics: + - operator: percentile + percent: 10 + - operator: percentile + percent: 90 + exclude: [reference_dataset, MIROC6] + pp_tas_metric: custom_order: true regrid_time: @@ -88,11 +105,68 @@ preprocessors: diagnostics: - benchmarking_timeseries: - description: Plot "benchmarking" annual cycle plot. + annual_cycle: + description: Create "classical" annual cycle plot including a reference dataset. + variables: + tas: + timerange: '2000/2009' + preprocessor: pp_tas + project: CMIP6 + mip: Amon + exp: historical + ensemble: r1i1p1f1 + grid: gr + reference_dataset: HadCRUT5 + additional_datasets: + - {dataset: HadCRUT5, project: OBS, type: ground, version: 5.0.1.0-analysis, tier: 2} + scripts: + allplots: + script: monitor/multi_datasets.py + plot_folder: '{plot_dir}' +# plot_filename: '{plot_type}_{real_name}_{mip}' + group_variables_by: variable_group +# facet_used_for_labels: project + plots: + annual_cycle: + annual_mean_kwargs: False +# legend_kwargs: False + plot_kwargs: + MIROC6: + color: red + label: '{dataset}' + linestyle: '-' + linewidth: 2 + zorder: 4 + HadCRUT5: + color: darkblue + label: '{dataset}' + linestyle: '-' + linewidth: 2 + zorder: 3 + MultiModelPercentile10: + color: gray + label: '{dataset}' + linestyle: '--' + linewidth: 1 + zorder: 2 + MultiModelPercentile90: + color: gray + label: '{dataset}' + linestyle: '--' + linewidth: 1 + zorder: 2 + default: + color: lightgray + label: null + linestyle: '-' + linewidth: 1 + zorder: 1 + + benchmarking_annual_cycle: + description: Create "benchmarking" annual cycle plot. variables: tas: - timerange: '1980/2014' + timerange: '2000/2009' preprocessor: pp_tas_metric project: CMIP6 mip: Amon diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml index cc9e15eb23..26fb419141 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml @@ -13,10 +13,10 @@ documentation: # Note: the following models are just examples datasets: -# - {dataset: GFDL-CM4, grid: gr1} -# - {dataset: IPSL-CM6A-LR, grid: gr} -# - {dataset: MIROC6, grid: gn, benchmark_dataset: true} -# - {dataset: MPI-ESM1-2-LR, grid: gn} +## - {dataset: GFDL-CM4, grid: gr1} +## - {dataset: IPSL-CM6A-LR, grid: gr} +## - {dataset: MIROC6, grid: gn, benchmark_dataset: true} +## - {dataset: MPI-ESM1-2-LR, grid: gn} - {dataset: ACCESS-CM2, grid: gn, institute: CSIRO-ARCCSS} - {dataset: ACCESS-ESM1-5, grid: gn, institute: CSIRO} - {dataset: AWI-CM-1-1-MR, grid: gn} @@ -26,7 +26,7 @@ datasets: # - {dataset: CAMS-CSM1-0, grid: gn} # - {dataset: CanESM5, grid: gn} # - {dataset: CanESM5-CanOE, grid: gn, ensemble: r1i1p2f1} -# - {dataset: CESM2, grid: gn} +# - {dataset: CESM2, grid: gn, ensemble: r10i1p1f1} # - {dataset: CESM2-FV2, grid: gn, institute: NCAR} # - {dataset: CESM2-WACCM, grid: gn, institute: NCAR} # - {dataset: CESM2-WACCM-FV2, grid: gn, institute: NCAR} @@ -37,7 +37,7 @@ datasets: # - {dataset: E3SM-1-0} # - {dataset: E3SM-1-1, institute: E3SM-Project} - {dataset: EC-Earth3-Veg} - - {dataset: FGOALS-f3-L} +# - {dataset: FGOALS-f3-L} - {dataset: FGOALS-g3, grid: gn} # - {dataset: FIO-ESM-2-0, grid: gn} # - {dataset: GFDL-ESM4, grid: gr1} @@ -67,6 +67,8 @@ preprocessors: pp_diurn_Tropics: custom_order: true +# regrid_time: +# frequency: 3hr resample_hours: interval: 3 offset: 1 @@ -79,6 +81,8 @@ preprocessors: regrid: target_grid: 2x2 scheme: linear + mask_landsea: + mask_out: land climate_statistics: period: hourly distance_metric: @@ -101,7 +105,7 @@ diagnostics: variables: clt_tropics: project: CMIP6 - timerange: 20060101/20060201 + timerange: 20000101/20001231 preprocessor: pp_diurn_Tropics short_name: clt exp: historical @@ -112,6 +116,10 @@ diagnostics: additional_datasets: - {dataset: ERA5, project: native6, type: reanaly, version: 'v1', frequency: 1hr, tier: 3, reference_for_metric: true} +# reference_dataset: ISCCP-H +# additional_datasets: +# - {dataset: ISCCP-H, project: OBS6, type: sat, version: 'v01r00', +# mip: CF3hr, tier: 2, reference_for_metric: true} scripts: allplots: script: monitor/multi_datasets.py diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_timeseries.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_timeseries.yml index 47a32b6f32..a8840e442f 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_timeseries.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_timeseries.yml @@ -79,6 +79,14 @@ preprocessors: end_day: 31 area_statistics: operator: mean + multi_model_statistics: + span: overlap + statistics: + - operator: percentile + percent: 10 + - operator: percentile + percent: 90 + exclude: [reference_dataset, MIROC6] pp_tas_metric: custom_order: true @@ -142,12 +150,24 @@ diagnostics: label: '{dataset}' linestyle: '-' linewidth: 2 - zorder: 3 + zorder: 4 HadCRUT5: - color: black + color: darkblue label: '{dataset}' linestyle: '-' linewidth: 2 + zorder: 3 + MultiModelPercentile10: + color: gray + label: '{dataset}' + linestyle: '--' + linewidth: 1 + zorder: 2 + MultiModelPercentile90: + color: gray + label: '{dataset}' + linestyle: '--' + linewidth: 1 zorder: 2 default: color: lightgray From b37e9b3e9a2899acd5cbe5f0e6d3c1c79d4ff8fb Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Thu, 7 Mar 2024 12:02:38 +0100 Subject: [PATCH 29/95] snapshot 2024-03-07 --- .../diag_scripts/monitor/multi_datasets.py | 45 +++++++++---------- ...ecipe_model_benchmarking_diurnal_cycle.yml | 10 +++-- 2 files changed, 29 insertions(+), 26 deletions(-) diff --git a/esmvaltool/diag_scripts/monitor/multi_datasets.py b/esmvaltool/diag_scripts/monitor/multi_datasets.py index e28279994c..22e44fcd2b 100644 --- a/esmvaltool/diag_scripts/monitor/multi_datasets.py +++ b/esmvaltool/diag_scripts/monitor/multi_datasets.py @@ -1156,7 +1156,7 @@ def _get_map_projection(self): return getattr(ccrs, projection)(**projection_kwargs) - def _get_benchmarking_map_projection(self): + def _get_benchmarking_projection(self): """Get projection used for benchmarking map plots.""" plot_type = 'benchmarking_map' projection = self.plots[plot_type]['projection'] @@ -1933,7 +1933,7 @@ def _plot_benchmarking_map(self, plot_func, dataset, percentile_dataset, with mpl.rc_context(self._get_custom_mpl_rc_params(plot_type)): fig = plt.figure(**self.cfg['figure_kwargs']) axes = fig.add_subplot( - projection=self._get_benchmarking_map_projection()) + projection=self._get_benchmarking_projection()) plot_kwargs = self._get_plot_kwargs(plot_type, dataset) plot_kwargs['axes'] = axes plot_kwargs['extend'] = "both" @@ -2187,7 +2187,7 @@ def _get_reference_dataset(self, datasets): return ref_datasets[0] return None - def _get_benchmarking_reference_dataset(self, datasets): + def _get_benchmarking_reference(self, datasets): """Extract reference dataset for calculation of benchmarking metric.""" variable = datasets[0][self.cfg['group_variables_by']] ref_datasets = [d for d in datasets if @@ -2197,16 +2197,16 @@ def _get_benchmarking_reference_dataset(self, datasets): return ref_datasets[0] # try variable attribute "reference_dataset" - for d in datasets: - print(d.get('reference_dataset')) - print(d.get('dataset')) - if d.get('reference_dataset') == d.get('dataset'): - ref_datasets = d + for dataset in datasets: + print(dataset.get('reference_dataset')) + print(dataset.get('dataset')) + if dataset.get('reference_dataset') == dataset.get('dataset'): + ref_datasets = dataset break if len(ref_datasets) != 1: raise ValueError( f"Expected exactly 1 reference dataset for variable " - f"'{variable}', got {len(ref_datasets):d}") + f"'{variable}', got {len(ref_datasets)}") return None def _get_benchmark_dataset(self, datasets): @@ -2216,12 +2216,11 @@ def _get_benchmark_dataset(self, datasets): d.get('benchmark_dataset', False)] if len(benchmark_datasets) == 1: return benchmark_datasets[0] - else: - raise ValueError( - f"Expected exactly 1 benchmark dataset (with " - f"'benchmark_dataset: true' for variable " - f"'{variable}'), got {len(benchmark_datasets):d}") - return None + + raise ValueError( + f"Expected exactly 1 benchmark dataset (with " + f"'benchmark_dataset: true' for variable " + f"'{variable}'), got {len(benchmark_datasets):d}") def _get_benchmark_group(self, datasets): """Get datasets for benchmarking.""" @@ -2415,7 +2414,7 @@ def create_timeseries_plot(self, datasets): provenance_logger.log(plot_path, provenance_record) provenance_logger.log(netcdf_path, provenance_record) - def create_benchmarking_timeseries_plot(self, datasets): + def create_benchmarking_timeseries(self, datasets): """Create time series benchmarking plot.""" plot_type = 'benchmarking_timeseries' if plot_type not in self.plots: @@ -2591,7 +2590,7 @@ def create_annual_cycle_plot(self, datasets): provenance_logger.log(plot_path, provenance_record) provenance_logger.log(netcdf_path, provenance_record) - def create_benchmarking_annual_cycle_plot(self, datasets): + def create_benchmarking_annual(self, datasets): """Create benchmarking annual cycle plot.""" plot_type = 'benchmarking_annual_cycle' if plot_type not in self.plots: @@ -2771,7 +2770,7 @@ def create_benchmarking_boxplot_plot(self): provenance_logger.log(plot_path, provenance_record) provenance_logger.log(netcdf_path, provenance_record) - def create_benchmarking_diurnal_cycle_plot(self, datasets): + def create_benchmarking_diurnal(self, datasets): """Create benchmarking diurnal cycle plot.""" plot_type = 'benchmarking_diurnal_cycle' if plot_type not in self.plots: @@ -2950,7 +2949,7 @@ def create_benchmarking_map_plot(self, datasets): raise ValueError(f"No input data to plot '{plot_type}' given") # Get reference dataset - ref_dataset = self._get_benchmarking_reference_dataset(datasets) + ref_dataset = self._get_benchmarking_reference(datasets) # Get dataset to be benchmarked dataset = self._get_benchmark_dataset(datasets) # Get percentiles from multi-model statistics @@ -3100,7 +3099,7 @@ def create_benchmarking_zonal_plot(self, datasets): raise ValueError(f"No input data to plot '{plot_type}' given") # Get reference dataset - # ref_dataset = self._get_benchmarking_reference_dataset(datasets) + # ref_dataset = self._get_benchmarking_reference(datasets) # Get dataset to be benchmarked dataset = self._get_benchmark_dataset(datasets) # Get percentiles from multi-model statistics @@ -3497,10 +3496,10 @@ def compute(self): logger.info("Processing variable %s", var_key) self.create_timeseries_plot(datasets) self.create_annual_cycle_plot(datasets) - self.create_benchmarking_annual_cycle_plot(datasets) - self.create_benchmarking_diurnal_cycle_plot(datasets) + self.create_benchmarking_annual(datasets) + self.create_benchmarking_diurnal(datasets) self.create_benchmarking_map_plot(datasets) - self.create_benchmarking_timeseries_plot(datasets) + self.create_benchmarking_timeseries(datasets) self.create_benchmarking_zonal_plot(datasets) self.create_map_plot(datasets) self.create_zonal_mean_profile_plot(datasets) diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml index 26fb419141..5c85001867 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml @@ -105,7 +105,7 @@ diagnostics: variables: clt_tropics: project: CMIP6 - timerange: 20000101/20001231 + timerange: 20060101/20061231 preprocessor: pp_diurn_Tropics short_name: clt exp: historical @@ -131,7 +131,11 @@ diagnostics: legend_kwargs: loc: upper right plot_kwargs: - ERA5: - color: black + MIROC6: + color: red + label: '{dataset}' + linestyle: '-' + linewidth: 2 + zorder: 4 pyplot_kwargs: title: '{short_name}' From 9455bf9b66f0de502a07251cef846a0a37a7d11a Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Tue, 19 Mar 2024 13:51:13 +0100 Subject: [PATCH 30/95] updated masking of bias data for benchmarking --- esmvaltool/diag_scripts/monitor/multi_datasets.py | 9 +++------ 1 file changed, 3 insertions(+), 6 deletions(-) diff --git a/esmvaltool/diag_scripts/monitor/multi_datasets.py b/esmvaltool/diag_scripts/monitor/multi_datasets.py index 22e44fcd2b..6c56402d35 100644 --- a/esmvaltool/diag_scripts/monitor/multi_datasets.py +++ b/esmvaltool/diag_scripts/monitor/multi_datasets.py @@ -2238,12 +2238,9 @@ def _get_benchmark_mask(self, cube, percentile_dataset, metric): idx1 = len(percentile_dataset) - 1 # index smallest percentile if metric == 'bias': - sgn_p_up = np.where((percentile_dataset[idx0].data >= 0), 1, -1) - sgn_p_dn = np.where((percentile_dataset[idx1].data >= 0), 1, -1) - mask = np.where((sgn_p_up == 1) & - (cube.data >= percentile_dataset[idx0].data) | - (sgn_p_dn == -1) & - (cube.data <= percentile_dataset[idx1].data), 0, 1) + maxabs_perc = np.maximum(np.abs(percentile_dataset[idx0].data), + np.abs(percentile_dataset[idx1].data)) + mask = np.where(np.abs(cube.data) >= maxabs_perc, 0, 1) elif metric == 'emd': mask = np.where(cube.data >= percentile_dataset[idx0].data, 0, 1) elif metric == 'pearsonr': From 2d926339e74fb774a9fa074c0975827a779dcfce Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Wed, 20 Mar 2024 13:02:13 +0100 Subject: [PATCH 31/95] bugfix diag_scripts/clouds/clouds.ncl --- esmvaltool/diag_scripts/clouds/clouds.ncl | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/esmvaltool/diag_scripts/clouds/clouds.ncl b/esmvaltool/diag_scripts/clouds/clouds.ncl index c05c091cf4..c3c4ee90fa 100644 --- a/esmvaltool/diag_scripts/clouds/clouds.ncl +++ b/esmvaltool/diag_scripts/clouds/clouds.ncl @@ -114,7 +114,7 @@ begin variables = metadata_att_as_array(variable_info, "short_name") if (.not. any(variables .eq. var0)) then - errstr = "diagnostic " + diag + " requires the following variable: " + var0 + errstr = "diagnostic " + DIAG_SCRIPT + " requires the following variable: " + var0 error_msg("f", DIAG_SCRIPT, "", errstr) end if From ec23f768cc0799d4b32c94dcfe32ea4051873f8c Mon Sep 17 00:00:00 2001 From: Lisa Bock Date: Wed, 27 Mar 2024 16:30:33 +0100 Subject: [PATCH 32/95] remove unit if 1 from boxplots --- .../diag_scripts/monitor/multi_datasets.py | 16 +++++++++------- 1 file changed, 9 insertions(+), 7 deletions(-) diff --git a/esmvaltool/diag_scripts/monitor/multi_datasets.py b/esmvaltool/diag_scripts/monitor/multi_datasets.py index 6c56402d35..d8880cb781 100644 --- a/esmvaltool/diag_scripts/monitor/multi_datasets.py +++ b/esmvaltool/diag_scripts/monitor/multi_datasets.py @@ -1991,11 +1991,12 @@ def _plot_benchmarking_boxplot(self, df, cubes, variables, datasets): with mpl.rc_context(self._get_custom_mpl_rc_params(plot_type)): fig = plt.figure(**self.cfg['figure_kwargs']) # fig.suptitle(cubes[0].long_name.split()[0] + - fig.suptitle(cubes[0].long_name.partition("of")[0] + - "of " + - self._get_label(datasets[0]) + - " ({datasets[0]['start_year']} - " - "{datasets[0]['end_year']})") + metric = cubes[0].long_name.partition("of")[0] + #fig.suptitle(metric + "of " + + # self._get_label(datasets[0]) + + fig.suptitle(f"{metric}of {self._get_label(datasets[0])}" + f" ({datasets[0]['start_year']} - " + f"{datasets[0]['end_year']})") sns.set_style('darkgrid') @@ -2008,11 +2009,12 @@ def _plot_benchmarking_boxplot(self, df, cubes, variables, datasets): plot_boxplot.set(xticklabels=[]) # plot_map = plot_func(cube, **plot_kwargs) - plt.scatter(0, cubes[i].data, marker='x', s=200, linewidths=3, + plt.scatter(0, cubes[i].data, marker='x', s=200, linewidths=2, color="red") - plt.ylabel(cubes[i].units) plt.xlabel(var) + if cubes[i].units != 1: + plt.ylabel(cubes[i].units) # Setup fontsize # fontsize = self.plots[plot_type]['fontsize'] From b3df6311b5d1e38ec007c942b12b9b49fb0e127e Mon Sep 17 00:00:00 2001 From: Lisa Bock Date: Wed, 27 Mar 2024 17:08:13 +0100 Subject: [PATCH 33/95] change plotname for boxplots --- esmvaltool/diag_scripts/monitor/multi_datasets.py | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/esmvaltool/diag_scripts/monitor/multi_datasets.py b/esmvaltool/diag_scripts/monitor/multi_datasets.py index d8880cb781..149d40cde5 100644 --- a/esmvaltool/diag_scripts/monitor/multi_datasets.py +++ b/esmvaltool/diag_scripts/monitor/multi_datasets.py @@ -1990,10 +1990,7 @@ def _plot_benchmarking_boxplot(self, df, cubes, variables, datasets): # Create plot with desired settings with mpl.rc_context(self._get_custom_mpl_rc_params(plot_type)): fig = plt.figure(**self.cfg['figure_kwargs']) - # fig.suptitle(cubes[0].long_name.split()[0] + metric = cubes[0].long_name.partition("of")[0] - #fig.suptitle(metric + "of " + - # self._get_label(datasets[0]) + fig.suptitle(f"{metric}of {self._get_label(datasets[0])}" f" ({datasets[0]['start_year']} - " f"{datasets[0]['end_year']})") @@ -2023,7 +2020,8 @@ def _plot_benchmarking_boxplot(self, df, cubes, variables, datasets): self._process_pyplot_kwargs(plot_type, datasets[i]) # File paths - plot_path = self.get_plot_path(plot_type, datasets[0]) + datasets[0]['variable_group'] = datasets[0]['short_name'].partition("_")[0] + plot_path = self.get_plot_path(plot_type, datasets[0]) netcdf_path = get_diagnostic_filename(Path(plot_path).stem, self.cfg) return (plot_path, {netcdf_path: cubes[0]}) From 5001ac968966f0dee3872daf6218157933f0eac2 Mon Sep 17 00:00:00 2001 From: Birgit Hassler Date: Fri, 5 Apr 2024 13:53:32 +0200 Subject: [PATCH 34/95] adjusting the recipes to use an EMAC simulation for benchmarking --- ...recipe_model_benchmarking_annual_cycle.yml | 23 ++++++---- .../recipe_model_benchmarking_boxplots.yml | 19 ++++++++- .../recipe_model_benchmarking_maps.yml | 11 +++-- .../recipe_model_benchmarking_timeseries.yml | 42 ++++++++++++++----- 4 files changed, 72 insertions(+), 23 deletions(-) diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_annual_cycle.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_annual_cycle.yml index 738afd001a..30db1978e9 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_annual_cycle.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_annual_cycle.yml @@ -50,7 +50,8 @@ datasets: - {dataset: IPSL-CM6A-LR} - {dataset: KACE-1-0-G} - {dataset: MCM-UA-1-0, grid: gn} - - {dataset: MIROC6, grid: gn, benchmark_dataset: true} +# - {dataset: MIROC6, grid: gn, benchmark_dataset: true} + - {dataset: MIROC6, grid: gn} - {dataset: MIROC-ES2L, ensemble: r1i1p1f2, grid: gn} - {dataset: MPI-ESM-1-2-HAM, grid: gn} - {dataset: MPI-ESM1-2-HR, grid: gn} @@ -61,6 +62,8 @@ datasets: - {dataset: NorESM2-MM, grid: gn, institute: NCC} - {dataset: SAM0-UNICON, grid: gn} - {dataset: UKESM1-0-LL, ensemble: r1i1p1f2, grid: gn} + - {dataset: EMAC, project: EMAC, benchmark_dataset: true, exp: esmvaltest01, supplementary_variables: [{short_name: areacella, skip: true}]} + preprocessors: @@ -79,7 +82,8 @@ preprocessors: percent: 10 - operator: percentile percent: 90 - exclude: [reference_dataset, MIROC6] +# exclude: [reference_dataset, MIROC6] + exclude: [reference_dataset, EMAC] pp_tas_metric: custom_order: true @@ -100,7 +104,8 @@ preprocessors: percent: 10 - operator: percentile percent: 90 - exclude: [reference_dataset, MIROC6] +# exclude: [reference_dataset, MIROC6] + exclude: [reference_dataset, EMAC] diagnostics: @@ -109,7 +114,8 @@ diagnostics: description: Create "classical" annual cycle plot including a reference dataset. variables: tas: - timerange: '2000/2009' +# timerange: '2000/2009' + timerange: '2000/2010' preprocessor: pp_tas project: CMIP6 mip: Amon @@ -131,7 +137,8 @@ diagnostics: annual_mean_kwargs: False # legend_kwargs: False plot_kwargs: - MIROC6: +# MIROC6: + EMAC: color: red label: '{dataset}' linestyle: '-' @@ -166,7 +173,8 @@ diagnostics: description: Create "benchmarking" annual cycle plot. variables: tas: - timerange: '2000/2009' +# timerange: '2000/2009' + timerange: '2000/2010' preprocessor: pp_tas_metric project: CMIP6 mip: Amon @@ -189,7 +197,8 @@ diagnostics: annual_mean_kwargs: False # legend_kwargs: False plot_kwargs: - MIROC6: +# MIROC6: + EMAC: color: red label: '{dataset}' linestyle: '-' diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_boxplots.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_boxplots.yml index dc109536ed..3b3dcd338e 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_boxplots.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_boxplots.yml @@ -60,7 +60,9 @@ datasets: - {dataset: SAM0-UNICON, grid: gn} - {dataset: UKESM1-0-LL, ensemble: r1i1p1f2, grid: gn} # Dataset to be benchmarked - - {dataset: MIROC6, grid: gn, benchmark_dataset: true} +# - {dataset: MIROC6, grid: gn, benchmark_dataset: true} + - {dataset: MIROC6, grid: gn} + - {dataset: EMAC, project: EMAC, benchmark_dataset: true, exp: esmvaltest01, supplementary_variables: [{short_name: areacella, skip: true}]} #- {dataset: ACCESS1-0, ensemble: r1i1p1, project: CMIP5, benchmark_dataset: true} @@ -70,7 +72,8 @@ VAR_SETTINGS: &var_settings exp: historical ensemble: r1i1p1f1 grid: gr - timerange: '2000/2009' + timerange: '2000/2010' +# timerange: '2000/2009' preprocessors: @@ -164,6 +167,8 @@ diagnostics: lwcre: <<: *var_rmse derive: true + force_derivation: true + channel: Amon additional_datasets: - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} @@ -193,6 +198,8 @@ diagnostics: swcre: <<: *var_rmse derive: true + force_derivation: true + channel: Amon additional_datasets: - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} @@ -226,6 +233,8 @@ diagnostics: lwcre: <<: *var_pearsonr derive: true + force_derivation: true + channel: Amon additional_datasets: - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} @@ -255,6 +264,8 @@ diagnostics: swcre: <<: *var_pearsonr derive: true + force_derivation: true + channel: Amon additional_datasets: - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} @@ -286,6 +297,8 @@ diagnostics: lwcre: <<: *var_emd derive: true + force_derivation: true + channel: Amon additional_datasets: - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} @@ -315,6 +328,8 @@ diagnostics: swcre: <<: *var_emd derive: true + force_derivation: true + channel: Amon additional_datasets: - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_maps.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_maps.yml index 3ca506f2d3..67c11996ec 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_maps.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_maps.yml @@ -50,7 +50,8 @@ datasets: - {dataset: IPSL-CM6A-LR} - {dataset: KACE-1-0-G} - {dataset: MCM-UA-1-0, grid: gn} - - {dataset: MIROC6, grid: gn, benchmark_dataset: true} + - {dataset: MIROC6, grid: gn} +# - {dataset: MIROC6, grid: gn, benchmark_dataset: true} - {dataset: MIROC-ES2L, ensemble: r1i1p1f2, grid: gn} - {dataset: MPI-ESM-1-2-HAM, grid: gn} - {dataset: MPI-ESM1-2-HR, grid: gn} @@ -61,6 +62,8 @@ datasets: - {dataset: NorESM2-MM, grid: gn, institute: NCC} - {dataset: SAM0-UNICON, grid: gn} - {dataset: UKESM1-0-LL, ensemble: r1i1p1f2, grid: gn} + - {dataset: EMAC, project: EMAC, benchmark_dataset: true, exp: esmvaltest01, supplementary_variables: [{short_name: areacella, skip: true}]} + preprocessors: @@ -83,7 +86,8 @@ preprocessors: statistics: - operator: percentile percent: 90 - exclude: [reference_dataset, MIROC6] +# exclude: [reference_dataset, MIROC6] + exclude: [reference_dataset, EMAC] diagnostics: @@ -92,7 +96,8 @@ diagnostics: description: Plot diurnal cycles including reference datasets. variables: pr: - timerange: '2000/2009' +# timerange: '2000/2009' + timerange: '2000/2010' preprocessor: pp_pr project: CMIP6 mip: Amon diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_timeseries.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_timeseries.yml index a8840e442f..279ffacc67 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_timeseries.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_timeseries.yml @@ -50,7 +50,8 @@ datasets: - {dataset: IPSL-CM6A-LR} - {dataset: KACE-1-0-G} - {dataset: MCM-UA-1-0, grid: gn} - - {dataset: MIROC6, grid: gn, benchmark_dataset: true} + - {dataset: MIROC6, grid: gn} +# - {dataset: MIROC6, grid: gn, benchmark_dataset: true} - {dataset: MIROC-ES2L, ensemble: r1i1p1f2, grid: gn} - {dataset: MPI-ESM-1-2-HAM, grid: gn} - {dataset: MPI-ESM1-2-HR, grid: gn} @@ -61,6 +62,7 @@ datasets: - {dataset: NorESM2-MM, grid: gn, institute: NCC} - {dataset: SAM0-UNICON, grid: gn} - {dataset: UKESM1-0-LL, ensemble: r1i1p1f2, grid: gn} + - {dataset: EMAC, project: EMAC, benchmark_dataset: true, exp: esmvaltest01, supplementary_variables: [{short_name: areacella, skip: true}]} preprocessors: @@ -71,10 +73,16 @@ preprocessors: anomalies: period: month reference: - start_year: 1980 +# start_year: 1980 +# start_month: 1 +# start_day: 1 +# end_year: 1999 +# end_month: 12 +# end_day: 31 + start_year: 2000 start_month: 1 start_day: 1 - end_year: 1999 + end_year: 2010 end_month: 12 end_day: 31 area_statistics: @@ -86,7 +94,8 @@ preprocessors: percent: 10 - operator: percentile percent: 90 - exclude: [reference_dataset, MIROC6] + exclude: [reference_dataset, EMAC] +# exclude: [reference_dataset, MIROC6] pp_tas_metric: custom_order: true @@ -98,10 +107,16 @@ preprocessors: anomalies: period: month reference: - start_year: 1980 +# start_year: 1980 +# start_month: 1 +# start_day: 1 +# end_year: 1999 +# end_month: 12 +# end_day: 31 + start_year: 2000 start_month: 1 start_day: 1 - end_year: 1999 + end_year: 2010 end_month: 12 end_day: 31 distance_metric: @@ -114,7 +129,8 @@ preprocessors: percent: 10 - operator: percentile percent: 90 - exclude: [reference_dataset, MIROC6] + exclude: [reference_dataset, EMAC] +# exclude: [reference_dataset, MIROC6] diagnostics: @@ -123,7 +139,8 @@ diagnostics: description: Plot "classical" time series of global mean anomalies including a reference dataset. variables: tas: - timerange: '1980/2014' +# timerange: '1980/2014' + timerange: '2000/2010' preprocessor: pp_tas project: CMIP6 mip: Amon @@ -145,7 +162,8 @@ diagnostics: annual_mean_kwargs: False # legend_kwargs: False plot_kwargs: - MIROC6: + EMAC: +# MIROC6: color: red label: '{dataset}' linestyle: '-' @@ -180,7 +198,8 @@ diagnostics: description: Plot "benchmarking" time series of global mean anomalies. variables: tas: - timerange: '1980/2014' +# timerange: '1980/2014' + timerange: '2000/2010' preprocessor: pp_tas_metric project: CMIP6 mip: Amon @@ -203,7 +222,8 @@ diagnostics: annual_mean_kwargs: False # legend_kwargs: False plot_kwargs: - MIROC6: + EMAC: +# MIROC6: color: red label: '{dataset}' linestyle: '-' From d7653fc0c2b7a43f60282ae3d264a7c4f07ee0ff Mon Sep 17 00:00:00 2001 From: Birgit Hassler Date: Fri, 5 Apr 2024 16:30:17 +0200 Subject: [PATCH 35/95] adjusting so that EMAC can be used as model to be benchmarked --- .../recipe_model_benchmarking_zonal.yml | 12 +++++++++--- 1 file changed, 9 insertions(+), 3 deletions(-) diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_zonal.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_zonal.yml index 17680f6c32..ecabc11979 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_zonal.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_zonal.yml @@ -50,7 +50,8 @@ datasets: - {dataset: IPSL-CM6A-LR} - {dataset: KACE-1-0-G} - {dataset: MCM-UA-1-0, grid: gn} - - {dataset: MIROC6, grid: gn, benchmark_dataset: true} +# - {dataset: MIROC6, grid: gn, benchmark_dataset: true} + - {dataset: MIROC6, grid: gn} - {dataset: MIROC-ES2L, ensemble: r1i1p1f2, grid: gn} - {dataset: MPI-ESM-1-2-HAM, grid: gn} - {dataset: MPI-ESM1-2-HR, grid: gn} @@ -61,6 +62,8 @@ datasets: - {dataset: NorESM2-MM, grid: gn, institute: NCC} - {dataset: SAM0-UNICON, grid: gn} - {dataset: UKESM1-0-LL, ensemble: r1i1p1f2, grid: gn} + - {dataset: EMAC, project: EMAC, benchmark_dataset: true, exp: esmvaltest01, supplementary_variables: [{short_name: areacella, skip: true}]} + preprocessors: pp_ta: @@ -90,7 +93,8 @@ preprocessors: percent: 10 - operator: percentile percent: 90 - exclude: [reference_dataset, MIROC6] +# exclude: [reference_dataset, MIROC6] + exclude: [reference_dataset, EMAC] diagnostics: @@ -99,7 +103,9 @@ diagnostics: description: Plot zonal mean profile. variables: ta: - timerange: '2000/2009' +# timerange: '2000/2009' + timerange: '2000/2010' + raw_name: [tm1_p39_cav, tm1_p39_ave] preprocessor: pp_ta project: CMIP6 mip: Amon From b616302680b075831e77e8d868445d4bb18289bc Mon Sep 17 00:00:00 2001 From: Birgit Hassler Date: Mon, 8 Apr 2024 15:01:07 +0200 Subject: [PATCH 36/95] adding a preprocessor that filters EMAC's negative temperatures --- .../model_evaluation/recipe_model_benchmarking_zonal.yml | 2 ++ 1 file changed, 2 insertions(+) diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_zonal.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_zonal.yml index ecabc11979..956643cdf8 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_zonal.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_zonal.yml @@ -77,6 +77,8 @@ preprocessors: regrid: target_grid: 2x2 scheme: linear + mask_below_threshold: + threshold: 0.0 climate_statistics: operator: mean zonal_statistics: From 7be6551dc777072183bcd04d544569a4e21561c5 Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Tue, 9 Apr 2024 11:13:41 +0200 Subject: [PATCH 37/95] update recipe_model_benchmarking_diurnal_cycle.yml --- .../recipe_model_benchmarking_diurnal_cycle.yml | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml index 5c85001867..c395c4c0ae 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml @@ -50,7 +50,7 @@ datasets: - {dataset: IPSL-CM6A-LR} - {dataset: KACE-1-0-G} # - {dataset: MCM-UA-1-0, grid: gn} - - {dataset: MIROC6, grid: gn, benchmark_dataset: true} + - {dataset: MIROC6, grid: gn} - {dataset: MIROC-ES2L, ensemble: r1i1p1f2, grid: gn} - {dataset: MPI-ESM-1-2-HAM, grid: gn} - {dataset: MPI-ESM1-2-HR, grid: gn} @@ -61,7 +61,7 @@ datasets: # - {dataset: NorESM2-MM, grid: gn, institute: NCC} - {dataset: SAM0-UNICON, grid: gn} - {dataset: UKESM1-0-LL, ensemble: r1i1p1f2, grid: gn} - + - {dataset: EMAC, project: EMAC, benchmark_dataset: true, exp: esmvaltest01, channel: 3hr, frequency: 3hr, supplementary_variables: [{short_name: areacella, skip: true}, {short_name: sftlf, skip: true}]} preprocessors: @@ -95,7 +95,7 @@ preprocessors: percent: 10 - operator: percentile percent: 90 - exclude: [reference_dataset, MIROC6] + exclude: [reference_dataset, EMAC] diagnostics: @@ -103,11 +103,11 @@ diagnostics: diurncyc: description: Example plot diurnal cycles including reference datasets. variables: - clt_tropics: + tas_tropics: project: CMIP6 timerange: 20060101/20061231 preprocessor: pp_diurn_Tropics - short_name: clt + short_name: pr exp: historical mip: 3hr ensemble: r1i1p1f1 @@ -131,7 +131,7 @@ diagnostics: legend_kwargs: loc: upper right plot_kwargs: - MIROC6: + EMAC: color: red label: '{dataset}' linestyle: '-' From 99b5d19a71ec7df30639fb7a3b76ef951a684c24 Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Thu, 11 Apr 2024 14:15:37 +0200 Subject: [PATCH 38/95] updates for EMAC comparison --- .../diag_scripts/monitor/multi_datasets.py | 61 ++++++++++--------- ...recipe_model_benchmarking_annual_cycle.yml | 42 +++++++------ ...ecipe_model_benchmarking_diurnal_cycle.yml | 39 +++++++----- .../recipe_model_benchmarking_timeseries.yml | 29 ++------- 4 files changed, 86 insertions(+), 85 deletions(-) diff --git a/esmvaltool/diag_scripts/monitor/multi_datasets.py b/esmvaltool/diag_scripts/monitor/multi_datasets.py index 149d40cde5..8390a5ec4b 100644 --- a/esmvaltool/diag_scripts/monitor/multi_datasets.py +++ b/esmvaltool/diag_scripts/monitor/multi_datasets.py @@ -2209,16 +2209,16 @@ def _get_benchmarking_reference(self, datasets): f"'{variable}', got {len(ref_datasets)}") return None - def _get_benchmark_dataset(self, datasets): + def _get_benchmark_datasets(self, datasets): """Get dataset to be benchmarked.""" variable = datasets[0][self.cfg['group_variables_by']] benchmark_datasets = [d for d in datasets if d.get('benchmark_dataset', False)] - if len(benchmark_datasets) == 1: - return benchmark_datasets[0] + if len(benchmark_datasets) >= 1: + return benchmark_datasets raise ValueError( - f"Expected exactly 1 benchmark dataset (with " + f"Expected at least 1 benchmark dataset (with " f"'benchmark_dataset: true' for variable " f"'{variable}'), got {len(benchmark_datasets):d}") @@ -2423,7 +2423,7 @@ def create_benchmarking_timeseries(self, datasets): logger.info("Plotting %s", plot_type) # Get dataset to be benchmarked - dataset = self._get_benchmark_dataset(datasets) + plot_datasets = self._get_benchmark_datasets(datasets) # Get percentiles from multi-model statistics percentile_dataset = self._get_benchmark_percentiles(datasets) @@ -2444,8 +2444,9 @@ def create_benchmarking_timeseries(self, datasets): ancestors = [] cubes = {} - plot_kwargs = self._get_plot_kwargs(plot_type, dataset) - iris.plot.plot(dataset['cube'], **plot_kwargs) + for dataset in plot_datasets: + plot_kwargs = self._get_plot_kwargs(plot_type, dataset) + iris.plot.plot(dataset['cube'], **plot_kwargs) yval2 = percentile_dataset[0]['cube'] if len(percentile_dataset) > 1: @@ -2599,7 +2600,7 @@ def create_benchmarking_annual(self, datasets): logger.info("Plotting %s", plot_type) # Get dataset to be benchmarked - dataset = self._get_benchmark_dataset(datasets) + plot_datasets = self._get_benchmark_datasets(datasets) # Get percentiles from multi-model statistics percentile_dataset = self._get_benchmark_percentiles(datasets) @@ -2610,11 +2611,12 @@ def create_benchmarking_annual(self, datasets): ancestors = [] cubes = {} - # Plot annual cycle - cube = dataset['cube'] - plot_kwargs = self._get_plot_kwargs(plot_type, dataset) - plot_kwargs['axes'] = axes - iris.plot.plot(cube, **plot_kwargs) + # Plot annual cycle(s) + for dataset in plot_datasets: + cube = dataset['cube'] + plot_kwargs = self._get_plot_kwargs(plot_type, dataset) + plot_kwargs['axes'] = axes + iris.plot.plot(cube, **plot_kwargs) yval2 = percentile_dataset[0]['cube'] if len(percentile_dataset) > 1: @@ -2698,7 +2700,7 @@ def create_benchmarking_boxplot_plot(self): raise ValueError(f"No input data to plot '{plot_type}' given") # Get dataset to be benchmarked - benchmark_dataset = self._get_benchmark_dataset(datasets) + benchmark_dataset = self._get_benchmark_datasets(datasets) logger.info("Plotting %s for dataset %s", plot_type, benchmark_dataset['dataset']) @@ -2779,7 +2781,7 @@ def create_benchmarking_diurnal(self, datasets): logger.info("Plotting %s", plot_type) # Get dataset to be benchmarked - dataset = self._get_benchmark_dataset(datasets) + plot_datasets = self._get_benchmark_datasets(datasets) # Get percentiles from multi-model statistics percentile_dataset = self._get_benchmark_percentiles(datasets) @@ -2789,12 +2791,13 @@ def create_benchmarking_diurnal(self, datasets): # Plot all datasets in one single figure ancestors = [] cubes = {} - cube = dataset['cube'] - # Plot diurnal cycle - plot_kwargs = self._get_plot_kwargs(plot_type, dataset) - plot_kwargs['axes'] = axes - iris.plot.plot(cube, **plot_kwargs) + # Plot diurnal cycle(s) + for dataset in plot_datasets: + cube = dataset['cube'] + plot_kwargs = self._get_plot_kwargs(plot_type, dataset) + plot_kwargs['axes'] = axes + iris.plot.plot(cube, **plot_kwargs) yval2 = percentile_dataset[0]['cube'] if len(percentile_dataset) > 1: @@ -2948,7 +2951,7 @@ def create_benchmarking_map_plot(self, datasets): # Get reference dataset ref_dataset = self._get_benchmarking_reference(datasets) # Get dataset to be benchmarked - dataset = self._get_benchmark_dataset(datasets) + plot_datasets = self._get_benchmark_datasets(datasets) # Get percentiles from multi-model statistics percentile_dataset = self._get_benchmark_percentiles(datasets) # Get benchmarking metric @@ -2969,9 +2972,10 @@ def create_benchmarking_map_plot(self, datasets): cube = iris.load_cube(filename) percentile_data.append(cube) - (plot_path, netcdf_paths) = ( - self._plot_benchmarking_map(plot_func, dataset, percentile_data, - metric) + for dataset in plot_datasets: + (plot_path, netcdf_paths) = ( + self._plot_benchmarking_map(plot_func, dataset, + percentile_data, metric) ) caption = ( f"Map plot of {dataset['long_name']} of dataset " @@ -3098,7 +3102,7 @@ def create_benchmarking_zonal_plot(self, datasets): # Get reference dataset # ref_dataset = self._get_benchmarking_reference(datasets) # Get dataset to be benchmarked - dataset = self._get_benchmark_dataset(datasets) + dataset = self._get_benchmark_datasets(datasets) # Get percentiles from multi-model statistics percentile_dataset = self._get_benchmark_percentiles(datasets) # Get benchmarking metric @@ -3121,9 +3125,10 @@ def create_benchmarking_zonal_plot(self, datasets): cube = iris.load_cube(filename) percentile_data.append(cube) - (plot_path, netcdf_paths) = ( - self._plot_benchmarking_zonal(plot_func, dataset, - percentile_data, metric) + for dataset in plot_datasets: + (plot_path, netcdf_paths) = ( + self._plot_benchmarking_zonal(plot_func, dataset, + percentile_data, metric) ) caption = ( f"Zonal mean profile of {dataset['long_name']} of dataset " diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_annual_cycle.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_annual_cycle.yml index 30db1978e9..ccb84f7db9 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_annual_cycle.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_annual_cycle.yml @@ -50,7 +50,6 @@ datasets: - {dataset: IPSL-CM6A-LR} - {dataset: KACE-1-0-G} - {dataset: MCM-UA-1-0, grid: gn} -# - {dataset: MIROC6, grid: gn, benchmark_dataset: true} - {dataset: MIROC6, grid: gn} - {dataset: MIROC-ES2L, ensemble: r1i1p1f2, grid: gn} - {dataset: MPI-ESM-1-2-HAM, grid: gn} @@ -62,7 +61,8 @@ datasets: - {dataset: NorESM2-MM, grid: gn, institute: NCC} - {dataset: SAM0-UNICON, grid: gn} - {dataset: UKESM1-0-LL, ensemble: r1i1p1f2, grid: gn} - - {dataset: EMAC, project: EMAC, benchmark_dataset: true, exp: esmvaltest01, supplementary_variables: [{short_name: areacella, skip: true}]} + - {dataset: EMAC, project: EMAC, benchmark_dataset: true, exp: esmvaltest01, supplementary_variables: [{short_name: areacella, skip: true}], timerange: '2000/2004', alias: 'EMAC (2000-2004)'} + - {dataset: EMAC, project: EMAC, benchmark_dataset: true, exp: esmvaltest01, supplementary_variables: [{short_name: areacella, skip: true}], timerange: '2005/2009', alias: 'EMAC (2005-2009)'} preprocessors: @@ -82,7 +82,6 @@ preprocessors: percent: 10 - operator: percentile percent: 90 -# exclude: [reference_dataset, MIROC6] exclude: [reference_dataset, EMAC] pp_tas_metric: @@ -104,7 +103,6 @@ preprocessors: percent: 10 - operator: percentile percent: 90 -# exclude: [reference_dataset, MIROC6] exclude: [reference_dataset, EMAC] @@ -114,8 +112,7 @@ diagnostics: description: Create "classical" annual cycle plot including a reference dataset. variables: tas: -# timerange: '2000/2009' - timerange: '2000/2010' + timerange: '2000/2009' preprocessor: pp_tas project: CMIP6 mip: Amon @@ -124,28 +121,33 @@ diagnostics: grid: gr reference_dataset: HadCRUT5 additional_datasets: - - {dataset: HadCRUT5, project: OBS, type: ground, version: 5.0.1.0-analysis, tier: 2} + - {dataset: HadCRUT5, project: OBS, type: ground, version: 5.0.1.0-analysis, tier: 2, alias: HadCRUT5} scripts: allplots: script: monitor/multi_datasets.py plot_folder: '{plot_dir}' # plot_filename: '{plot_type}_{real_name}_{mip}' group_variables_by: variable_group -# facet_used_for_labels: project + facet_used_for_labels: alias plots: annual_cycle: annual_mean_kwargs: False # legend_kwargs: False plot_kwargs: -# MIROC6: - EMAC: + 'EMAC (2000-2004)': color: red - label: '{dataset}' + label: '{alias}' linestyle: '-' linewidth: 2 zorder: 4 - HadCRUT5: + 'EMAC (2005-2009)': color: darkblue + label: '{alias}' + linestyle: '-' + linewidth: 2 + zorder: 4 + HadCRUT5: + color: black label: '{dataset}' linestyle: '-' linewidth: 2 @@ -173,8 +175,7 @@ diagnostics: description: Create "benchmarking" annual cycle plot. variables: tas: -# timerange: '2000/2009' - timerange: '2000/2010' + timerange: '2000/2009' preprocessor: pp_tas_metric project: CMIP6 mip: Amon @@ -190,17 +191,22 @@ diagnostics: plot_folder: '{plot_dir}' # plot_filename: '{plot_type}_{real_name}_{mip}' group_variables_by: variable_group -# facet_used_for_labels: project + facet_used_for_labels: alias plots: benchmarking_annual_cycle: plot_kwargs: annual_mean_kwargs: False # legend_kwargs: False plot_kwargs: -# MIROC6: - EMAC: + 'EMAC (2000-2004)': color: red - label: '{dataset}' + label: '{alias}' + linestyle: '-' + linewidth: 1.5 + zorder: 3 + 'EMAC (2005-2009)': + color: darkblue + label: '{alias}' linestyle: '-' linewidth: 1.5 zorder: 3 diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml index c395c4c0ae..98f7cf1f17 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml @@ -61,30 +61,32 @@ datasets: # - {dataset: NorESM2-MM, grid: gn, institute: NCC} - {dataset: SAM0-UNICON, grid: gn} - {dataset: UKESM1-0-LL, ensemble: r1i1p1f2, grid: gn} - - {dataset: EMAC, project: EMAC, benchmark_dataset: true, exp: esmvaltest01, channel: 3hr, frequency: 3hr, supplementary_variables: [{short_name: areacella, skip: true}, {short_name: sftlf, skip: true}]} + - {dataset: EMAC, project: EMAC, benchmark_dataset: true, exp: esmvaltest01, channel: 3hr, frequency: 3hr, supplementary_variables: [{short_name: areacella, skip: true}, {short_name: sftlf, skip: true}], timerange: '2004/2004', alias: 'EMAC (2004)'} + - {dataset: EMAC, project: EMAC, benchmark_dataset: true, exp: esmvaltest01, channel: 3hr, frequency: 3hr, supplementary_variables: [{short_name: areacella, skip: true}, {short_name: sftlf, skip: true}], timerange: '2005/2005', alias: 'EMAC (2005)'} preprocessors: pp_diurn_Tropics: custom_order: true -# regrid_time: -# frequency: 3hr - resample_hours: - interval: 3 - offset: 1 + regrid: + target_grid: 2x2 + scheme: linear local_solar_time: extract_region: start_longitude: 0 end_longitude: 360 start_latitude: -30 end_latitude: 30 - regrid: - target_grid: 2x2 - scheme: linear mask_landsea: mask_out: land + resample_hours: + interval: 3 + offset: 1 + interpolate: true climate_statistics: period: hourly + convert_units: + units: mm day-1 distance_metric: metric: rmse coords: [longitude, latitude] @@ -103,9 +105,9 @@ diagnostics: diurncyc: description: Example plot diurnal cycles including reference datasets. variables: - tas_tropics: + pr_tropics: project: CMIP6 - timerange: 20060101/20061231 + timerange: 2004/2005 preprocessor: pp_diurn_Tropics short_name: pr exp: historical @@ -115,25 +117,32 @@ diagnostics: reference_dataset: ERA5 additional_datasets: - {dataset: ERA5, project: native6, type: reanaly, version: 'v1', frequency: 1hr, - tier: 3, reference_for_metric: true} + tier: 3, reference_for_metric: true, alias: ERA5} # reference_dataset: ISCCP-H # additional_datasets: # - {dataset: ISCCP-H, project: OBS6, type: sat, version: 'v01r00', -# mip: CF3hr, tier: 2, reference_for_metric: true} +# mip: CF3hr, tier: 2, reference_for_metric: true, alias: ISCCP-H} scripts: allplots: script: monitor/multi_datasets.py plot_folder: '{plot_dir}' plot_filename: '{plot_type}_{real_name}_{mip}' group_variables_by: variable_group + facet_used_for_labels: alias plots: benchmarking_diurnal_cycle: legend_kwargs: loc: upper right plot_kwargs: - EMAC: + 'EMAC (2004)': color: red - label: '{dataset}' + label: '{alias}' + linestyle: '-' + linewidth: 2 + zorder: 4 + 'EMAC (2005)': + color: darkblue + label: '{alias}' linestyle: '-' linewidth: 2 zorder: 4 diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_timeseries.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_timeseries.yml index 279ffacc67..51677120b7 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_timeseries.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_timeseries.yml @@ -51,7 +51,6 @@ datasets: - {dataset: KACE-1-0-G} - {dataset: MCM-UA-1-0, grid: gn} - {dataset: MIROC6, grid: gn} -# - {dataset: MIROC6, grid: gn, benchmark_dataset: true} - {dataset: MIROC-ES2L, ensemble: r1i1p1f2, grid: gn} - {dataset: MPI-ESM-1-2-HAM, grid: gn} - {dataset: MPI-ESM1-2-HR, grid: gn} @@ -73,16 +72,10 @@ preprocessors: anomalies: period: month reference: -# start_year: 1980 -# start_month: 1 -# start_day: 1 -# end_year: 1999 -# end_month: 12 -# end_day: 31 start_year: 2000 start_month: 1 start_day: 1 - end_year: 2010 + end_year: 2009 end_month: 12 end_day: 31 area_statistics: @@ -95,7 +88,6 @@ preprocessors: - operator: percentile percent: 90 exclude: [reference_dataset, EMAC] -# exclude: [reference_dataset, MIROC6] pp_tas_metric: custom_order: true @@ -107,16 +99,10 @@ preprocessors: anomalies: period: month reference: -# start_year: 1980 -# start_month: 1 -# start_day: 1 -# end_year: 1999 -# end_month: 12 -# end_day: 31 start_year: 2000 start_month: 1 start_day: 1 - end_year: 2010 + end_year: 2009 end_month: 12 end_day: 31 distance_metric: @@ -130,7 +116,6 @@ preprocessors: - operator: percentile percent: 90 exclude: [reference_dataset, EMAC] -# exclude: [reference_dataset, MIROC6] diagnostics: @@ -139,8 +124,7 @@ diagnostics: description: Plot "classical" time series of global mean anomalies including a reference dataset. variables: tas: -# timerange: '1980/2014' - timerange: '2000/2010' + timerange: '2000/2009' preprocessor: pp_tas project: CMIP6 mip: Amon @@ -163,14 +147,13 @@ diagnostics: # legend_kwargs: False plot_kwargs: EMAC: -# MIROC6: color: red label: '{dataset}' linestyle: '-' linewidth: 2 zorder: 4 HadCRUT5: - color: darkblue + color: black label: '{dataset}' linestyle: '-' linewidth: 2 @@ -198,8 +181,7 @@ diagnostics: description: Plot "benchmarking" time series of global mean anomalies. variables: tas: -# timerange: '1980/2014' - timerange: '2000/2010' + timerange: '2000/2009' preprocessor: pp_tas_metric project: CMIP6 mip: Amon @@ -223,7 +205,6 @@ diagnostics: # legend_kwargs: False plot_kwargs: EMAC: -# MIROC6: color: red label: '{dataset}' linestyle: '-' From d22c0e723432f8d87552ba301ad9099063c7bfbe Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Thu, 11 Apr 2024 20:39:51 +0200 Subject: [PATCH 39/95] more updates for EMAC comparison --- esmvaltool/diag_scripts/monitor/multi_datasets.py | 10 +++++----- .../recipe_model_benchmarking_maps.yml | 8 +++----- .../recipe_model_benchmarking_zonal.yml | 4 ++-- 3 files changed, 10 insertions(+), 12 deletions(-) diff --git a/esmvaltool/diag_scripts/monitor/multi_datasets.py b/esmvaltool/diag_scripts/monitor/multi_datasets.py index 8390a5ec4b..4468bc1d62 100644 --- a/esmvaltool/diag_scripts/monitor/multi_datasets.py +++ b/esmvaltool/diag_scripts/monitor/multi_datasets.py @@ -2960,8 +2960,6 @@ def create_benchmarking_map_plot(self, datasets): # Get plot function plot_func = self._get_plot_func(plot_type) - ancestors = [dataset['filename']] - # load data percentile_data = [] @@ -2973,6 +2971,7 @@ def create_benchmarking_map_plot(self, datasets): percentile_data.append(cube) for dataset in plot_datasets: + ancestors = [dataset['filename']] (plot_path, netcdf_paths) = ( self._plot_benchmarking_map(plot_func, dataset, percentile_data, metric) @@ -3102,7 +3101,7 @@ def create_benchmarking_zonal_plot(self, datasets): # Get reference dataset # ref_dataset = self._get_benchmarking_reference(datasets) # Get dataset to be benchmarked - dataset = self._get_benchmark_datasets(datasets) + plot_datasets = self._get_benchmark_datasets(datasets) # Get percentiles from multi-model statistics percentile_dataset = self._get_benchmark_percentiles(datasets) # Get benchmarking metric @@ -3113,7 +3112,6 @@ def create_benchmarking_zonal_plot(self, datasets): # Create a single plot for each dataset (incl. reference dataset if # given) - ancestors = [dataset['filename']] # load data @@ -3129,7 +3127,9 @@ def create_benchmarking_zonal_plot(self, datasets): (plot_path, netcdf_paths) = ( self._plot_benchmarking_zonal(plot_func, dataset, percentile_data, metric) - ) + ) + ancestors = [dataset['filename']] + caption = ( f"Zonal mean profile of {dataset['long_name']} of dataset " f"{dataset['dataset']} (project {dataset['project']}) from " diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_maps.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_maps.yml index 67c11996ec..f2d034eae0 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_maps.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_maps.yml @@ -51,7 +51,6 @@ datasets: - {dataset: KACE-1-0-G} - {dataset: MCM-UA-1-0, grid: gn} - {dataset: MIROC6, grid: gn} -# - {dataset: MIROC6, grid: gn, benchmark_dataset: true} - {dataset: MIROC-ES2L, ensemble: r1i1p1f2, grid: gn} - {dataset: MPI-ESM-1-2-HAM, grid: gn} - {dataset: MPI-ESM1-2-HR, grid: gn} @@ -86,7 +85,6 @@ preprocessors: statistics: - operator: percentile percent: 90 -# exclude: [reference_dataset, MIROC6] exclude: [reference_dataset, EMAC] @@ -96,8 +94,8 @@ diagnostics: description: Plot diurnal cycles including reference datasets. variables: pr: -# timerange: '2000/2009' - timerange: '2000/2010' +# timerange: '2000/2004' + timerange: '2005/2009' preprocessor: pp_pr project: CMIP6 mip: Amon @@ -106,7 +104,7 @@ diagnostics: grid: gr reference_dataset: GPCP-SG additional_datasets: - - {dataset: GPCP-SG, project: OBS, type: atmos, version: 2.3, tier: 2, reference_for_metric: true} + - {dataset: GPCP-SG, project: OBS, type: atmos, version: 2.3, tier: 2, reference_for_metric: true, alias: GPCP-SG} scripts: allplots: script: monitor/multi_datasets.py diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_zonal.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_zonal.yml index 956643cdf8..3a396923e8 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_zonal.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_zonal.yml @@ -105,8 +105,8 @@ diagnostics: description: Plot zonal mean profile. variables: ta: -# timerange: '2000/2009' - timerange: '2000/2010' + timerange: '2000/2004' +# timerange: '2005/2009' raw_name: [tm1_p39_cav, tm1_p39_ave] preprocessor: pp_ta project: CMIP6 From c71ef02f8c27e33e00b341c0ef920af8c88229c1 Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Sat, 13 Apr 2024 20:13:54 +0200 Subject: [PATCH 40/95] updates boxplots for EMAC comparison --- esmvaltool/diag_scripts/monitor/multi_datasets.py | 4 +++- .../recipe_model_benchmarking_boxplots.yml | 7 +++---- 2 files changed, 6 insertions(+), 5 deletions(-) diff --git a/esmvaltool/diag_scripts/monitor/multi_datasets.py b/esmvaltool/diag_scripts/monitor/multi_datasets.py index 4468bc1d62..5b43e1cac1 100644 --- a/esmvaltool/diag_scripts/monitor/multi_datasets.py +++ b/esmvaltool/diag_scripts/monitor/multi_datasets.py @@ -2700,7 +2700,9 @@ def create_benchmarking_boxplot_plot(self): raise ValueError(f"No input data to plot '{plot_type}' given") # Get dataset to be benchmarked - benchmark_dataset = self._get_benchmark_datasets(datasets) + plot_datasets = self._get_benchmark_datasets(datasets) + benchmark_dataset = plot_datasets[0] + logger.info("Plotting %s for dataset %s", plot_type, benchmark_dataset['dataset']) diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_boxplots.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_boxplots.yml index 3b3dcd338e..3959c9b805 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_boxplots.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_boxplots.yml @@ -59,9 +59,8 @@ datasets: - {dataset: NorESM2-MM, grid: gn, institute: NCC} - {dataset: SAM0-UNICON, grid: gn} - {dataset: UKESM1-0-LL, ensemble: r1i1p1f2, grid: gn} - # Dataset to be benchmarked -# - {dataset: MIROC6, grid: gn, benchmark_dataset: true} - {dataset: MIROC6, grid: gn} + # Dataset to be benchmarked - {dataset: EMAC, project: EMAC, benchmark_dataset: true, exp: esmvaltest01, supplementary_variables: [{short_name: areacella, skip: true}]} #- {dataset: ACCESS1-0, ensemble: r1i1p1, project: CMIP5, benchmark_dataset: true} @@ -72,8 +71,8 @@ VAR_SETTINGS: &var_settings exp: historical ensemble: r1i1p1f1 grid: gr - timerange: '2000/2010' -# timerange: '2000/2009' + timerange: '2000/2004' +# timerange: '2005/2009' preprocessors: From e95e9e0ed268270e18dafc0f46655b4f5058e372 Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Thu, 18 Apr 2024 09:46:44 +0200 Subject: [PATCH 41/95] update recipe for boxplots --- .../recipe_model_benchmarking_boxplots.yml | 193 ++++++++++++++---- 1 file changed, 153 insertions(+), 40 deletions(-) diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_boxplots.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_boxplots.yml index 3959c9b805..d8a77e4982 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_boxplots.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_boxplots.yml @@ -61,7 +61,7 @@ datasets: - {dataset: UKESM1-0-LL, ensemble: r1i1p1f2, grid: gn} - {dataset: MIROC6, grid: gn} # Dataset to be benchmarked - - {dataset: EMAC, project: EMAC, benchmark_dataset: true, exp: esmvaltest01, supplementary_variables: [{short_name: areacella, skip: true}]} + - {dataset: EMAC, project: EMAC, benchmark_dataset: true, exp: esmvaltest01, supplementary_variables: [{short_name: areacella, skip: true}, {short_name: sftlf, skip: true}]} #- {dataset: ACCESS1-0, ensemble: r1i1p1, project: CMIP5, benchmark_dataset: true} @@ -101,6 +101,37 @@ preprocessors: metric: weighted_rmse coords: [latitude, longitude] + rmse_sst: + custom_order: true + climate_statistics: + operator: mean + mask_below_threshold: + threshold: 273.15 + regrid: + target_grid: 2x2 + scheme: nearest +# mask_landsea: +# mask_out: land +# mask_below_threshold: +# threshold: 273.15 +# mask_multimodel: + distance_metric: + metric: weighted_rmse + coords: [latitude, longitude] + + rmse_land: + custom_order: true + climate_statistics: + operator: mean + regrid: + target_grid: 2x2 + scheme: nearest + mask_landsea: + mask_out: sea + distance_metric: + metric: weighted_rmse + coords: [latitude, longitude] + pearsonr: custom_order: true climate_statistics: @@ -125,6 +156,37 @@ preprocessors: metric: weighted_pearsonr coords: [latitude, longitude] + pearsonr_sst: + custom_order: true + climate_statistics: + operator: mean + mask_below_threshold: + threshold: 273.15 + regrid: + target_grid: 2x2 + scheme: nearest +# mask_landsea: +# mask_out: land +# mask_below_threshold: +# threshold: 273.15 +# mask_multimodel: + distance_metric: + metric: weighted_pearsonr + coords: [latitude, longitude] + + pearsonr_land: + custom_order: true + climate_statistics: + operator: mean + regrid: + target_grid: 2x2 + scheme: nearest + mask_landsea: + mask_out: sea + distance_metric: + metric: weighted_pearsonr + coords: [latitude, longitude] + emd: custom_order: true climate_statistics: @@ -133,7 +195,7 @@ preprocessors: target_grid: 2x2 scheme: nearest distance_metric: - metric: emd + metric: weighted_emd coords: [latitude, longitude] emd_pr: @@ -146,7 +208,38 @@ preprocessors: convert_units: units: mm day-1 distance_metric: - metric: emd + metric: weighted_emd + coords: [latitude, longitude] + + emd_sst: + custom_order: true + climate_statistics: + operator: mean + mask_below_threshold: + threshold: 273.15 + regrid: + target_grid: 2x2 + scheme: nearest +# mask_landsea: +# mask_out: land +# mask_below_threshold: +# threshold: 273.15 +# mask_multimodel: + distance_metric: + metric: weighted_emd + coords: [latitude, longitude] + + emd_land: + custom_order: true + climate_statistics: + operator: mean + regrid: + target_grid: 2x2 + scheme: nearest + mask_landsea: + mask_out: sea + distance_metric: + metric: weighted_emd coords: [latitude, longitude] @@ -155,16 +248,18 @@ diagnostics: plot_boxplots_rmse: description: Plot boxplots for different variables. variables: - tas: &var_rmse + tas_land: <<: *var_settings - preprocessor: rmse + preprocessor: rmse_land + short_name: tas additional_datasets: #- {dataset: ERA5, project: native6, type: reanaly, version: v1, # tier: 3, reference_for_metric: true} - {dataset: HadCRUT5, project: OBS, type: ground, version: 5.0.1.0-analysis, tier: 2, reference_for_metric: true} lwcre: - <<: *var_rmse + <<: *var_settings + preprocessor: rmse derive: true force_derivation: true channel: Amon @@ -172,38 +267,44 @@ diagnostics: - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} pr: - <<: *var_rmse + <<: *var_settings preprocessor: rmse_pr additional_datasets: - {dataset: GPCP-SG, project: OBS, type: atmos, version: 2.3, tier: 2, reference_for_metric: true} psl: - <<: *var_rmse + <<: *var_settings + preprocessor: rmse additional_datasets: - {dataset: ERA5, project: native6, type: reanaly, version: v1, tier: 3, reference_for_metric: true} #- {dataset: JRA-55, project: ana4mips, type: reanalysis, tier: 1, # reference_for_metric: true} rlut: - <<: *var_rmse + <<: *var_settings + preprocessor: rmse additional_datasets: - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} rsut: - <<: *var_rmse + <<: *var_settings + preprocessor: rmse additional_datasets: - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} swcre: - <<: *var_rmse + <<: *var_settings + preprocessor: rmse derive: true force_derivation: true channel: Amon additional_datasets: - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} - ts: - <<: *var_rmse + sst: + <<: *var_settings + preprocessor: rmse_sst + short_name: ts additional_datasets: - {dataset: HadISST, project: OBS, type: reanaly, version: 1, tier: 2, reference_for_metric: true} scripts: @@ -213,7 +314,7 @@ diagnostics: group_variables_by: variable_group plots: benchmarking_boxplot: - var_order: ['tas', 'ts', 'pr', 'psl', 'rsut', 'rlut', 'swcre', 'lwcre'] + var_order: ['tas_land', 'sst', 'pr', 'psl', 'rsut', 'rlut', 'swcre', 'lwcre'] #pyplot_kwargs: # color: "red" @@ -221,16 +322,16 @@ diagnostics: plot_boxplots_pearsonr: description: Plot boxplots for different variables. variables: - tas: &var_pearsonr + tas_land: <<: *var_settings - preprocessor: pearsonr + short_name: tas + preprocessor: pearsonr_land additional_datasets: - #- {dataset: ERA5, project: native6, type: reanaly, version: v1, - # tier: 3, reference_for_metric: true} - {dataset: HadCRUT5, project: OBS, type: ground, version: 5.0.1.0-analysis, tier: 2, reference_for_metric: true} lwcre: - <<: *var_pearsonr + <<: *var_settings + preprocessor: pearsonr derive: true force_derivation: true channel: Amon @@ -238,38 +339,42 @@ diagnostics: - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} pr: - <<: *var_pearsonr + <<: *var_settings preprocessor: pearsonr_pr additional_datasets: - {dataset: GPCP-SG, project: OBS, type: atmos, version: 2.3, tier: 2, reference_for_metric: true} psl: - <<: *var_pearsonr + <<: *var_settings + preprocessor: pearsonr additional_datasets: - {dataset: ERA5, project: native6, type: reanaly, version: v1, tier: 3, reference_for_metric: true} - #- {dataset: JRA-55, project: ana4mips, type: reanalysis, tier: 1, - # reference_for_metric: true} rlut: - <<: *var_pearsonr + <<: *var_settings + preprocessor: pearsonr additional_datasets: - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} rsut: - <<: *var_pearsonr + <<: *var_settings + preprocessor: pearsonr additional_datasets: - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} swcre: - <<: *var_pearsonr + <<: *var_settings + preprocessor: pearsonr derive: true force_derivation: true channel: Amon additional_datasets: - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} - ts: - <<: *var_pearsonr + sst: + <<: *var_settings + preprocessor: pearsonr_sst + short_name: ts additional_datasets: - {dataset: HadISST, project: OBS, type: reanaly, version: 1, tier: 2, reference_for_metric: true} scripts: @@ -279,22 +384,24 @@ diagnostics: group_variables_by: variable_group plots: benchmarking_boxplot: - var_order: ['tas', 'ts', 'pr', 'psl', 'rsut', 'rlut', 'swcre', 'lwcre'] + var_order: ['tas_land', 'sst', 'pr', 'psl', 'rsut', 'rlut', 'swcre', 'lwcre'] plot_boxplots_emd: description: Plot boxplots for different variables. variables: - tas: &var_emd + tas_land: <<: *var_settings - preprocessor: emd + preprocessor: emd_land + short_name: tas additional_datasets: #- {dataset: ERA5, project: native6, type: reanaly, version: v1, # tier: 3, reference_for_metric: true} - {dataset: HadCRUT5, project: OBS, type: ground, version: 5.0.1.0-analysis, tier: 2, reference_for_metric: true} lwcre: - <<: *var_emd + <<: *var_settings + preprocessor: emd derive: true force_derivation: true channel: Amon @@ -302,38 +409,44 @@ diagnostics: - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} pr: - <<: *var_emd + <<: *var_settings preprocessor: emd_pr additional_datasets: - {dataset: GPCP-SG, project: OBS, type: atmos, version: 2.3, tier: 2, reference_for_metric: true} psl: - <<: *var_emd + <<: *var_settings + preprocessor: emd additional_datasets: - {dataset: ERA5, project: native6, type: reanaly, version: v1, tier: 3, reference_for_metric: true} #- {dataset: JRA-55, project: ana4mips, type: reanalysis, tier: 1, # reference_for_metric: true} rlut: - <<: *var_emd + <<: *var_settings + preprocessor: emd additional_datasets: - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} rsut: - <<: *var_emd + <<: *var_settings + preprocessor: emd additional_datasets: - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} swcre: - <<: *var_emd + <<: *var_settings + preprocessor: emd derive: true force_derivation: true channel: Amon additional_datasets: - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} - ts: - <<: *var_emd + sst: + <<: *var_settings + preprocessor: emd_sst + short_name: ts additional_datasets: - {dataset: HadISST, project: OBS, type: reanaly, version: 1, tier: 2, reference_for_metric: true} scripts: @@ -343,4 +456,4 @@ diagnostics: group_variables_by: variable_group plots: benchmarking_boxplot: - var_order: ['tas', 'ts', 'pr', 'psl', 'rsut', 'rlut', 'swcre', 'lwcre'] + var_order: ['tas_land', 'sst', 'pr', 'psl', 'rsut', 'rlut', 'swcre', 'lwcre'] From 118d0a1150a046ec5ec5c69d80c53764292b7d79 Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Thu, 2 May 2024 14:45:12 +0200 Subject: [PATCH 42/95] added default colorbar for sst --- esmvaltool/diag_scripts/clouds/clouds.ncl | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/esmvaltool/diag_scripts/clouds/clouds.ncl b/esmvaltool/diag_scripts/clouds/clouds.ncl index c3c4ee90fa..4a4ad0ae68 100644 --- a/esmvaltool/diag_scripts/clouds/clouds.ncl +++ b/esmvaltool/diag_scripts/clouds/clouds.ncl @@ -539,6 +539,10 @@ begin res@cnLevels = ispan(0, 60, 5) end if + if (var0.eq."ts") then + res@cnLevels = ispan(274, 304, 2) + end if + ; res@lbLabelBarOn = False res@gsnRightString = "" From ff56640a64d03531d1d9dab1b332f3b978b03f35 Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Wed, 8 May 2024 08:36:10 +0200 Subject: [PATCH 43/95] preparing benchmarking recipes for PR --- ...recipe_model_benchmarking_annual_cycle.yml | 38 ++++----------- .../recipe_model_benchmarking_boxplots.yml | 34 +------------ ...ecipe_model_benchmarking_diurnal_cycle.yml | 48 +++---------------- .../recipe_model_benchmarking_maps.yml | 19 ++------ .../recipe_model_benchmarking_timeseries.yml | 23 +++------ .../recipe_model_benchmarking_zonal.yml | 20 ++------ 6 files changed, 29 insertions(+), 153 deletions(-) diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_annual_cycle.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_annual_cycle.yml index ccb84f7db9..d969672f04 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_annual_cycle.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_annual_cycle.yml @@ -13,10 +13,6 @@ documentation: # Note: the following models are just examples datasets: -# - {project: CMIP6, dataset: IPSL-CM6A-LR, grid: gr} -# - {project: CMIP6, dataset: MIROC6, grid: gn, benchmark_dataset: true} -# - {project: CMIP6, dataset: MPI-ESM1-2-LR, grid: gn} -# - {project: CMIP6, dataset: UKESM1-0-LL, ensemble: r1i1p1f2, grid: gn} - {dataset: ACCESS-CM2, grid: gn, institute: CSIRO-ARCCSS} - {dataset: ACCESS-ESM1-5, grid: gn, institute: CSIRO} - {dataset: AWI-CM-1-1-MR, grid: gn} @@ -50,7 +46,6 @@ datasets: - {dataset: IPSL-CM6A-LR} - {dataset: KACE-1-0-G} - {dataset: MCM-UA-1-0, grid: gn} - - {dataset: MIROC6, grid: gn} - {dataset: MIROC-ES2L, ensemble: r1i1p1f2, grid: gn} - {dataset: MPI-ESM-1-2-HAM, grid: gn} - {dataset: MPI-ESM1-2-HR, grid: gn} @@ -61,9 +56,8 @@ datasets: - {dataset: NorESM2-MM, grid: gn, institute: NCC} - {dataset: SAM0-UNICON, grid: gn} - {dataset: UKESM1-0-LL, ensemble: r1i1p1f2, grid: gn} - - {dataset: EMAC, project: EMAC, benchmark_dataset: true, exp: esmvaltest01, supplementary_variables: [{short_name: areacella, skip: true}], timerange: '2000/2004', alias: 'EMAC (2000-2004)'} - - {dataset: EMAC, project: EMAC, benchmark_dataset: true, exp: esmvaltest01, supplementary_variables: [{short_name: areacella, skip: true}], timerange: '2005/2009', alias: 'EMAC (2005-2009)'} - + # Dataset to be benchmarked + - {dataset: MIROC6, grid: gn, alias: MIROC6, benchmark_dataset: true} preprocessors: @@ -82,7 +76,7 @@ preprocessors: percent: 10 - operator: percentile percent: 90 - exclude: [reference_dataset, EMAC] + exclude: [reference_dataset, MIROC6] pp_tas_metric: custom_order: true @@ -103,7 +97,7 @@ preprocessors: percent: 10 - operator: percentile percent: 90 - exclude: [reference_dataset, EMAC] + exclude: [reference_dataset, MIROC6] diagnostics: @@ -112,7 +106,7 @@ diagnostics: description: Create "classical" annual cycle plot including a reference dataset. variables: tas: - timerange: '2000/2009' + timerange: '2000/2004' preprocessor: pp_tas project: CMIP6 mip: Amon @@ -126,26 +120,18 @@ diagnostics: allplots: script: monitor/multi_datasets.py plot_folder: '{plot_dir}' -# plot_filename: '{plot_type}_{real_name}_{mip}' group_variables_by: variable_group facet_used_for_labels: alias plots: annual_cycle: annual_mean_kwargs: False -# legend_kwargs: False plot_kwargs: - 'EMAC (2000-2004)': + 'MIROC6': color: red label: '{alias}' linestyle: '-' linewidth: 2 zorder: 4 - 'EMAC (2005-2009)': - color: darkblue - label: '{alias}' - linestyle: '-' - linewidth: 2 - zorder: 4 HadCRUT5: color: black label: '{dataset}' @@ -175,7 +161,7 @@ diagnostics: description: Create "benchmarking" annual cycle plot. variables: tas: - timerange: '2000/2009' + timerange: '2000/2004' preprocessor: pp_tas_metric project: CMIP6 mip: Amon @@ -189,24 +175,16 @@ diagnostics: allplots: script: monitor/multi_datasets.py plot_folder: '{plot_dir}' -# plot_filename: '{plot_type}_{real_name}_{mip}' group_variables_by: variable_group facet_used_for_labels: alias plots: benchmarking_annual_cycle: plot_kwargs: annual_mean_kwargs: False -# legend_kwargs: False plot_kwargs: - 'EMAC (2000-2004)': + 'MIROC6': color: red label: '{alias}' linestyle: '-' linewidth: 1.5 zorder: 3 - 'EMAC (2005-2009)': - color: darkblue - label: '{alias}' - linestyle: '-' - linewidth: 1.5 - zorder: 3 diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_boxplots.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_boxplots.yml index d8a77e4982..31ae5b6544 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_boxplots.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_boxplots.yml @@ -14,8 +14,6 @@ documentation: datasets: - #- {dataset: '*', institute: '*', ensemble: r1i1p1f1, grid: '*'} - # CMIP6 - {dataset: ACCESS-CM2, grid: gn, institute: CSIRO-ARCCSS} - {dataset: ACCESS-ESM1-5, grid: gn, institute: CSIRO} - {dataset: AWI-CM-1-1-MR, grid: gn} @@ -38,7 +36,6 @@ datasets: - {dataset: EC-Earth3-Veg} - {dataset: FGOALS-f3-L} - {dataset: FGOALS-g3, grid: gn} - #- {dataset: FIO-ESM-2-0, grid: gn} - {dataset: GFDL-ESM4, grid: gr1} - {dataset: GISS-E2-1-G, grid: gn} - {dataset: GISS-E2-1-H, grid: gn} @@ -48,7 +45,6 @@ datasets: - {dataset: INM-CM5-0, grid: gr1} - {dataset: IPSL-CM6A-LR} - {dataset: KACE-1-0-G} - #- {dataset: MCM-UA-1-0, grid: gn} - {dataset: MIROC-ES2L, ensemble: r1i1p1f2, grid: gn} - {dataset: MPI-ESM-1-2-HAM, grid: gn} - {dataset: MPI-ESM1-2-HR, grid: gn} @@ -59,10 +55,8 @@ datasets: - {dataset: NorESM2-MM, grid: gn, institute: NCC} - {dataset: SAM0-UNICON, grid: gn} - {dataset: UKESM1-0-LL, ensemble: r1i1p1f2, grid: gn} - - {dataset: MIROC6, grid: gn} # Dataset to be benchmarked - - {dataset: EMAC, project: EMAC, benchmark_dataset: true, exp: esmvaltest01, supplementary_variables: [{short_name: areacella, skip: true}, {short_name: sftlf, skip: true}]} - #- {dataset: ACCESS1-0, ensemble: r1i1p1, project: CMIP5, benchmark_dataset: true} + - {dataset: MIROC6, grid: gn, benchmark_dataset: true} VAR_SETTINGS: &var_settings @@ -72,7 +66,6 @@ VAR_SETTINGS: &var_settings ensemble: r1i1p1f1 grid: gr timerange: '2000/2004' -# timerange: '2005/2009' preprocessors: @@ -110,11 +103,6 @@ preprocessors: regrid: target_grid: 2x2 scheme: nearest -# mask_landsea: -# mask_out: land -# mask_below_threshold: -# threshold: 273.15 -# mask_multimodel: distance_metric: metric: weighted_rmse coords: [latitude, longitude] @@ -165,11 +153,6 @@ preprocessors: regrid: target_grid: 2x2 scheme: nearest -# mask_landsea: -# mask_out: land -# mask_below_threshold: -# threshold: 273.15 -# mask_multimodel: distance_metric: metric: weighted_pearsonr coords: [latitude, longitude] @@ -220,11 +203,6 @@ preprocessors: regrid: target_grid: 2x2 scheme: nearest -# mask_landsea: -# mask_out: land -# mask_below_threshold: -# threshold: 273.15 -# mask_multimodel: distance_metric: metric: weighted_emd coords: [latitude, longitude] @@ -253,8 +231,6 @@ diagnostics: preprocessor: rmse_land short_name: tas additional_datasets: - #- {dataset: ERA5, project: native6, type: reanaly, version: v1, - # tier: 3, reference_for_metric: true} - {dataset: HadCRUT5, project: OBS, type: ground, version: 5.0.1.0-analysis, tier: 2, reference_for_metric: true} lwcre: @@ -278,8 +254,6 @@ diagnostics: additional_datasets: - {dataset: ERA5, project: native6, type: reanaly, version: v1, tier: 3, reference_for_metric: true} - #- {dataset: JRA-55, project: ana4mips, type: reanalysis, tier: 1, - # reference_for_metric: true} rlut: <<: *var_settings preprocessor: rmse @@ -315,8 +289,6 @@ diagnostics: plots: benchmarking_boxplot: var_order: ['tas_land', 'sst', 'pr', 'psl', 'rsut', 'rlut', 'swcre', 'lwcre'] - #pyplot_kwargs: - # color: "red" plot_boxplots_pearsonr: @@ -395,8 +367,6 @@ diagnostics: preprocessor: emd_land short_name: tas additional_datasets: - #- {dataset: ERA5, project: native6, type: reanaly, version: v1, - # tier: 3, reference_for_metric: true} - {dataset: HadCRUT5, project: OBS, type: ground, version: 5.0.1.0-analysis, tier: 2, reference_for_metric: true} lwcre: @@ -420,8 +390,6 @@ diagnostics: additional_datasets: - {dataset: ERA5, project: native6, type: reanaly, version: v1, tier: 3, reference_for_metric: true} - #- {dataset: JRA-55, project: ana4mips, type: reanalysis, tier: 1, - # reference_for_metric: true} rlut: <<: *var_settings preprocessor: emd diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml index 98f7cf1f17..06d9cab296 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml @@ -11,58 +11,32 @@ documentation: - lauer_axel -# Note: the following models are just examples datasets: -## - {dataset: GFDL-CM4, grid: gr1} -## - {dataset: IPSL-CM6A-LR, grid: gr} -## - {dataset: MIROC6, grid: gn, benchmark_dataset: true} -## - {dataset: MPI-ESM1-2-LR, grid: gn} - {dataset: ACCESS-CM2, grid: gn, institute: CSIRO-ARCCSS} - {dataset: ACCESS-ESM1-5, grid: gn, institute: CSIRO} - {dataset: AWI-CM-1-1-MR, grid: gn} - {dataset: AWI-ESM-1-1-LR, grid: gn} - {dataset: BCC-CSM2-MR, grid: gn} -# - {dataset: BCC-ESM1, grid: gn} -# - {dataset: CAMS-CSM1-0, grid: gn} -# - {dataset: CanESM5, grid: gn} -# - {dataset: CanESM5-CanOE, grid: gn, ensemble: r1i1p2f1} -# - {dataset: CESM2, grid: gn, ensemble: r10i1p1f1} -# - {dataset: CESM2-FV2, grid: gn, institute: NCAR} -# - {dataset: CESM2-WACCM, grid: gn, institute: NCAR} -# - {dataset: CESM2-WACCM-FV2, grid: gn, institute: NCAR} -# - {dataset: CIESM} - {dataset: CNRM-CM6-1, ensemble: r1i1p1f2} -# - {dataset: CNRM-CM6-1-HR, ensemble: r1i1p1f2} - {dataset: CNRM-ESM2-1, ensemble: r1i1p1f2} -# - {dataset: E3SM-1-0} -# - {dataset: E3SM-1-1, institute: E3SM-Project} - {dataset: EC-Earth3-Veg} -# - {dataset: FGOALS-f3-L} - {dataset: FGOALS-g3, grid: gn} -# - {dataset: FIO-ESM-2-0, grid: gn} -# - {dataset: GFDL-ESM4, grid: gr1} - {dataset: GISS-E2-1-G, grid: gn} -# - {dataset: GISS-E2-1-H, grid: gn} - {dataset: HadGEM3-GC31-LL, ensemble: r1i1p1f3, grid: gn} - {dataset: HadGEM3-GC31-MM, ensemble: r1i1p1f3, grid: gn} -# - {dataset: INM-CM4-8, grid: gr1} -# - {dataset: INM-CM5-0, grid: gr1} - {dataset: IPSL-CM6A-LR} - {dataset: KACE-1-0-G} -# - {dataset: MCM-UA-1-0, grid: gn} - - {dataset: MIROC6, grid: gn} - {dataset: MIROC-ES2L, ensemble: r1i1p1f2, grid: gn} - {dataset: MPI-ESM-1-2-HAM, grid: gn} - {dataset: MPI-ESM1-2-HR, grid: gn} - {dataset: MPI-ESM1-2-LR, grid: gn} - {dataset: MRI-ESM2-0, grid: gn} - {dataset: NESM3, grid: gn} -# - {dataset: NorESM2-LM, grid: gn, institute: NCC} -# - {dataset: NorESM2-MM, grid: gn, institute: NCC} - {dataset: SAM0-UNICON, grid: gn} - {dataset: UKESM1-0-LL, ensemble: r1i1p1f2, grid: gn} - - {dataset: EMAC, project: EMAC, benchmark_dataset: true, exp: esmvaltest01, channel: 3hr, frequency: 3hr, supplementary_variables: [{short_name: areacella, skip: true}, {short_name: sftlf, skip: true}], timerange: '2004/2004', alias: 'EMAC (2004)'} - - {dataset: EMAC, project: EMAC, benchmark_dataset: true, exp: esmvaltest01, channel: 3hr, frequency: 3hr, supplementary_variables: [{short_name: areacella, skip: true}, {short_name: sftlf, skip: true}], timerange: '2005/2005', alias: 'EMAC (2005)'} + # Dataset to be benchmarked + - {dataset: MIROC6, grid: gn, benchmark_dataset: true, alias: MIROC6} + preprocessors: @@ -97,7 +71,7 @@ preprocessors: percent: 10 - operator: percentile percent: 90 - exclude: [reference_dataset, EMAC] + exclude: [reference_dataset, MIROC6] diagnostics: @@ -107,7 +81,7 @@ diagnostics: variables: pr_tropics: project: CMIP6 - timerange: 2004/2005 + timerange: 2000/2000 preprocessor: pp_diurn_Tropics short_name: pr exp: historical @@ -118,10 +92,6 @@ diagnostics: additional_datasets: - {dataset: ERA5, project: native6, type: reanaly, version: 'v1', frequency: 1hr, tier: 3, reference_for_metric: true, alias: ERA5} -# reference_dataset: ISCCP-H -# additional_datasets: -# - {dataset: ISCCP-H, project: OBS6, type: sat, version: 'v01r00', -# mip: CF3hr, tier: 2, reference_for_metric: true, alias: ISCCP-H} scripts: allplots: script: monitor/multi_datasets.py @@ -134,17 +104,11 @@ diagnostics: legend_kwargs: loc: upper right plot_kwargs: - 'EMAC (2004)': + 'MIROC6': color: red label: '{alias}' linestyle: '-' linewidth: 2 zorder: 4 - 'EMAC (2005)': - color: darkblue - label: '{alias}' - linestyle: '-' - linewidth: 2 - zorder: 4 pyplot_kwargs: title: '{short_name}' diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_maps.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_maps.yml index f2d034eae0..fd3ed42de0 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_maps.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_maps.yml @@ -11,12 +11,7 @@ documentation: - lauer_axel -# Note: the following models are just examples datasets: -# - {project: CMIP6, dataset: IPSL-CM6A-LR, exp: historical, ensemble: r1i1p1f1, grid: gr} -# - {project: CMIP6, dataset: MIROC6, exp: historical, ensemble: r1i1p1f1, grid: gn, benchmark_dataset: true} -# - {project: CMIP6, dataset: MPI-ESM1-2-LR, exp: historical, ensemble: r1i1p1f1, grid: gn} -# - {project: CMIP6, dataset: UKESM1-0-LL, exp: historical, ensemble: r1i1p1f2, grid: gn} - {dataset: ACCESS-CM2, grid: gn, institute: CSIRO-ARCCSS} - {dataset: ACCESS-ESM1-5, grid: gn, institute: CSIRO} - {dataset: AWI-CM-1-1-MR, grid: gn} @@ -50,7 +45,6 @@ datasets: - {dataset: IPSL-CM6A-LR} - {dataset: KACE-1-0-G} - {dataset: MCM-UA-1-0, grid: gn} - - {dataset: MIROC6, grid: gn} - {dataset: MIROC-ES2L, ensemble: r1i1p1f2, grid: gn} - {dataset: MPI-ESM-1-2-HAM, grid: gn} - {dataset: MPI-ESM1-2-HR, grid: gn} @@ -61,7 +55,8 @@ datasets: - {dataset: NorESM2-MM, grid: gn, institute: NCC} - {dataset: SAM0-UNICON, grid: gn} - {dataset: UKESM1-0-LL, ensemble: r1i1p1f2, grid: gn} - - {dataset: EMAC, project: EMAC, benchmark_dataset: true, exp: esmvaltest01, supplementary_variables: [{short_name: areacella, skip: true}]} + # Dataset to be benchmarked + - {dataset: MIROC6, grid: gn, benchmark_dataset: true, alias: MIROC6} preprocessors: @@ -70,8 +65,6 @@ preprocessors: custom_order: true regrid_time: calendar: standard -# climate_statistics: -# period: month regrid: target_grid: 2x2 scheme: linear @@ -85,17 +78,16 @@ preprocessors: statistics: - operator: percentile percent: 90 - exclude: [reference_dataset, EMAC] + exclude: [reference_dataset, MIROC6] diagnostics: benchmarking_maps: - description: Plot diurnal cycles including reference datasets. + description: Plot RMSE map. variables: pr: -# timerange: '2000/2004' - timerange: '2005/2009' + timerange: '2000/2004' preprocessor: pp_pr project: CMIP6 mip: Amon @@ -109,7 +101,6 @@ diagnostics: allplots: script: monitor/multi_datasets.py plot_folder: '{plot_dir}' -# plot_filename: '{plot_type}_{real_name}_{mip}' group_variables_by: variable_group plots: benchmarking_map: diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_timeseries.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_timeseries.yml index 51677120b7..8ddad62da8 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_timeseries.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_timeseries.yml @@ -11,12 +11,7 @@ documentation: - lauer_axel -# Note: the following models are just examples datasets: -# - {project: CMIP6, dataset: IPSL-CM6A-LR, exp: historical, ensemble: r1i1p1f1, grid: gr} -# - {project: CMIP6, dataset: MIROC6, exp: historical, ensemble: r1i1p1f1, grid: gn, benchmark_dataset: true} -# - {project: CMIP6, dataset: MPI-ESM1-2-LR, exp: historical, ensemble: r1i1p1f1, grid: gn} -# - {project: CMIP6, dataset: UKESM1-0-LL, exp: historical, ensemble: r1i1p1f2, grid: gn} - {dataset: ACCESS-CM2, grid: gn, institute: CSIRO-ARCCSS} - {dataset: ACCESS-ESM1-5, grid: gn, institute: CSIRO} - {dataset: AWI-CM-1-1-MR, grid: gn} @@ -50,7 +45,6 @@ datasets: - {dataset: IPSL-CM6A-LR} - {dataset: KACE-1-0-G} - {dataset: MCM-UA-1-0, grid: gn} - - {dataset: MIROC6, grid: gn} - {dataset: MIROC-ES2L, ensemble: r1i1p1f2, grid: gn} - {dataset: MPI-ESM-1-2-HAM, grid: gn} - {dataset: MPI-ESM1-2-HR, grid: gn} @@ -61,7 +55,8 @@ datasets: - {dataset: NorESM2-MM, grid: gn, institute: NCC} - {dataset: SAM0-UNICON, grid: gn} - {dataset: UKESM1-0-LL, ensemble: r1i1p1f2, grid: gn} - - {dataset: EMAC, project: EMAC, benchmark_dataset: true, exp: esmvaltest01, supplementary_variables: [{short_name: areacella, skip: true}]} + # Dataset to be benchmarked + - {dataset: MIROC6, grid: gn, benchmark_dataset: true} preprocessors: @@ -124,7 +119,7 @@ diagnostics: description: Plot "classical" time series of global mean anomalies including a reference dataset. variables: tas: - timerange: '2000/2009' + timerange: '2000/2014' preprocessor: pp_tas project: CMIP6 mip: Amon @@ -138,15 +133,12 @@ diagnostics: allplots: script: monitor/multi_datasets.py plot_folder: '{plot_dir}' -# plot_filename: '{plot_type}_{real_name}_{mip}' group_variables_by: variable_group -# facet_used_for_labels: project plots: timeseries: annual_mean_kwargs: False -# legend_kwargs: False plot_kwargs: - EMAC: + MIROC6: color: red label: '{dataset}' linestyle: '-' @@ -181,7 +173,7 @@ diagnostics: description: Plot "benchmarking" time series of global mean anomalies. variables: tas: - timerange: '2000/2009' + timerange: '2000/2014' preprocessor: pp_tas_metric project: CMIP6 mip: Amon @@ -195,16 +187,13 @@ diagnostics: allplots: script: monitor/multi_datasets.py plot_folder: '{plot_dir}' -# plot_filename: '{plot_type}_{real_name}_{mip}' group_variables_by: variable_group -# facet_used_for_labels: project plots: benchmarking_timeseries: plot_kwargs: annual_mean_kwargs: False -# legend_kwargs: False plot_kwargs: - EMAC: + MIROC6: color: red label: '{dataset}' linestyle: '-' diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_zonal.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_zonal.yml index 3a396923e8..c465ecd470 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_zonal.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_zonal.yml @@ -11,12 +11,7 @@ documentation: - lauer_axel -# Note: the following models are just examples datasets: -# - {project: CMIP6, dataset: IPSL-CM6A-LR, exp: historical, ensemble: r1i1p1f1, grid: gr} -# - {project: CMIP6, dataset: MIROC6, exp: historical, ensemble: r1i1p1f1, grid: gn, benchmark_dataset: true} -# - {project: CMIP6, dataset: MPI-ESM1-2-LR, exp: historical, ensemble: r1i1p1f1, grid: gn} -# - {project: CMIP6, dataset: UKESM1-0-LL, exp: historical, ensemble: r1i1p1f2, grid: gn} - {dataset: ACCESS-CM2, grid: gn, institute: CSIRO-ARCCSS} - {dataset: ACCESS-ESM1-5, grid: gn, institute: CSIRO} - {dataset: AWI-CM-1-1-MR, grid: gn} @@ -39,7 +34,6 @@ datasets: - {dataset: EC-Earth3-Veg} - {dataset: FGOALS-f3-L} - {dataset: FGOALS-g3, grid: gn} -# - {dataset: FIO-ESM-2-0, grid: gn} - {dataset: GFDL-ESM4, grid: gr1} - {dataset: GISS-E2-1-G, grid: gn} - {dataset: GISS-E2-1-H, grid: gn} @@ -50,8 +44,6 @@ datasets: - {dataset: IPSL-CM6A-LR} - {dataset: KACE-1-0-G} - {dataset: MCM-UA-1-0, grid: gn} -# - {dataset: MIROC6, grid: gn, benchmark_dataset: true} - - {dataset: MIROC6, grid: gn} - {dataset: MIROC-ES2L, ensemble: r1i1p1f2, grid: gn} - {dataset: MPI-ESM-1-2-HAM, grid: gn} - {dataset: MPI-ESM1-2-HR, grid: gn} @@ -62,7 +54,8 @@ datasets: - {dataset: NorESM2-MM, grid: gn, institute: NCC} - {dataset: SAM0-UNICON, grid: gn} - {dataset: UKESM1-0-LL, ensemble: r1i1p1f2, grid: gn} - - {dataset: EMAC, project: EMAC, benchmark_dataset: true, exp: esmvaltest01, supplementary_variables: [{short_name: areacella, skip: true}]} + # Dataset to be benchmarked + - {dataset: MIROC6, grid: gn, benchmark_dataset: true} preprocessors: @@ -83,9 +76,6 @@ preprocessors: operator: mean zonal_statistics: operator: mean -# distance_metric: -# metric: rmse -# coords: [time] bias: bias_type: absolute multi_model_statistics: @@ -95,8 +85,7 @@ preprocessors: percent: 10 - operator: percentile percent: 90 -# exclude: [reference_dataset, MIROC6] - exclude: [reference_dataset, EMAC] + exclude: [reference_dataset, MIROC6] diagnostics: @@ -106,8 +95,6 @@ diagnostics: variables: ta: timerange: '2000/2004' -# timerange: '2005/2009' - raw_name: [tm1_p39_cav, tm1_p39_ave] preprocessor: pp_ta project: CMIP6 mip: Amon @@ -121,7 +108,6 @@ diagnostics: allplots: script: monitor/multi_datasets.py plot_folder: '{plot_dir}' -# plot_filename: '{plot_type}_{real_name}_{mip}' group_variables_by: variable_group plots: benchmarking_zonal: From 70012f91650df7ab8c95987dd7a64576a36c967d Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Wed, 8 May 2024 09:03:59 +0200 Subject: [PATCH 44/95] added docu draft (no images) --- doc/sphinx/source/recipes/index.rst | 1 + .../source/recipes/recipe_benchmarking.rst | 91 +++++++++++++++++++ 2 files changed, 92 insertions(+) create mode 100644 doc/sphinx/source/recipes/recipe_benchmarking.rst diff --git a/doc/sphinx/source/recipes/index.rst b/doc/sphinx/source/recipes/index.rst index edcc48977a..a3b8a1dbf5 100644 --- a/doc/sphinx/source/recipes/index.rst +++ b/doc/sphinx/source/recipes/index.rst @@ -21,6 +21,7 @@ large variety of input data. .. toctree:: :maxdepth: 1 + recipe_benchmarking recipe_model_evaluation recipe_monitor recipe_psyplot diff --git a/doc/sphinx/source/recipes/recipe_benchmarking.rst b/doc/sphinx/source/recipes/recipe_benchmarking.rst new file mode 100644 index 0000000000..b6abeed842 --- /dev/null +++ b/doc/sphinx/source/recipes/recipe_benchmarking.rst @@ -0,0 +1,91 @@ +.. _recipe_benchmarking: + +Model Benchmarking +================== + +Overview +-------- + +These recipes and diagnostics are based on :ref:`recipe_monitor <_recipe_monitor>`: that allow plotting arbitrary preprocessor output, i.e., arbitrary variables from arbitrary datasets. An extension of these diagnostics is used to benchmark a model simulation with other datasets (e.g. CMIP6). The benchmarking features are described in `Lauer et al. (202x)`_:. + +.. _`Lauer et al. (202x)`: xxx + +Available recipes and diagnostics +--------------------------------- + +Recipes are stored in `recipes/model_evaluation` + +* recipe_model_benchmarking_annual_cycle.yml +* recipe_model_benchmarking_boxplots.yml +* recipe_model_benchmarking_diurnal_cycle.yml +* recipe_model_benchmarking_maps.yml +* recipe_model_benchmarking_timeseries.yml +* recipe_model_benchmarking_zonal.yml + +Diagnostics are stored in `diag_scripts/monitor/` + +* :ref:`multi_datasets.py + `: + Monitoring diagnostic to show multiple datasets in one plot (incl. biases). + + +Recipe settings +~~~~~~~~~~~~~~~ + +See :ref:`multi_datasets.py`: for a list of all possible configuration options that can be specified in the recipe. + +Variables +--------- + +Any, but the variables' number of dimensions should match the ones expected by each plot. + +References +---------- + +* Lauer, A., L. Bock, B. Hassler, P. Jöckel, L. Ruhe, and M. Schlund: Monitoring and benchmarking Earth System Model simulations with ESMValTool v2.12.0, Geosci. Model Dev., xx, xxxx-xxxx, + doi: xxx, 202x. + +Example plots +------------- + +.. _fig_benchmarking_annual_cycle: +.. figure:: /recipes/figures/benchmarking/annual_cycle.png + :align: center + :width: 16cm + +(Left) Multi-year global mean (2000-2004) of the seasonal cycle of near-surface temperature in K from a simulation of MIROC6 and the reference dataset HadCRUT5 (black). The thin gray lines show individual CMIP6 models used for comparison, the dashed gray lines show the 10% and 90% percentiles of these CMIP6 models. (Right) same as (left) but for area-weighted RMSE of near-surface temperature. The light blue shading shows the range of the 10% to 90% percentiles of RMSE values from the ensemble of CMIP6 models used for comparison. Created with recipe_model_benchmarking_annual_cycle.yml. + +.. _fig_benchmarking_boxplots: +.. figure:: /recipes/figures/benchmarking/boxplots.png + :align: center + :width: 16cm + +(Left) Global area-weighted RMSE (smaller=better), (middle) weighted Pearson’s correlation coefficient (higher=better) and (right) weighted Earth mover’s distance (smaller=better) of the geographical pattern of 5-year means of different variables from a simulation of MIROC6 (red cross) in comparison to the CMIP6 ensemble (boxplot). Reference datasets for calculating the three metrics are: near-surface temperature (tas): HadCRUT5, surface temperature (ts): HadISST, precipitation (pr): GPCP-SG, air pressure at sea level (psl): ERA5, shortwave (rsut) longwave (rlut) radiative fluxes at TOA and shortwave (swcre) and longwave (lwcre) cloud radiative effects: CERES-EBAF. Each box indicates the range from the first quartile to the third quartile, the vertical lines show the median, and the whiskers the minimum and maximum values, excluding the outliers. Outliers are defined as being outside 1.5 times the interquartile range. Created with recipe_model_benchmarking_boxplots.yml. + +.. _fig_benchmarking_diurn_cycle: +.. figure:: /recipes/figures/benchmarking/diurnal_cycle.png + :align: center + :width: 10cm + +Area-weighted RMSE of the annual mean diurnal cycle (year 2000) of precipitation averaged over the tropical ocean (ocean grid cells in the latitude belt 30°S to 30°N) from a simulation of MIROC6 averaged compared with ERA5 data (black). The light blue shading shows the range of the 10% to 90% percentiles of RMSE values from the ensemble of CMIP6 models used for comparison. Created with recipe_benchmarking_diurnal_cycle.yml. + +.. _fig_benchmarking_map: +.. figure:: /recipes/figures/benchmarking/map.png + :align: center + :width: 10cm + +5-year annual mean (2000-2004) area-weighted RMSE of the precipitation rate in mm day-1 from a simulation of MIROC6 compared with GPCP-SG data. The stippled areas mask grid cells where the RMSE is smaller than the 90% percentile of RMSE values from an ensemble of CMIP6 models. Created with recipe_model_benchmarking_maps.yml + +.. _fig_benchmarking_timeseries: +.. figure:: /recipes/figures/benchmarking/timeseries.png + :align: center + :width: 16cm + +(Left) Time series from 2000 through 2014 of global average monthly mean temperature anomalies (reference period 2000-2009) of the near-surface temperature in K from a simulation of MIROC6 (red) and the reference dataset HadCRUT5 (black). The thin gray lines show individual CMIP6 models used for comparison, the dashed gray lines show the 10% and 90% percentiles of these CMIP6 models. (Right) same as (left) but for area-weighted RMSE of the near-surface air temperature. The light blue shading shows the range of the 10% to 90% percentiles of RMSE values from the ensemble of CMIP6 models used for comparison. Created with recipe_model_benchmarking_timeseries.yml. + +.. _fig_benchmarking_zonal: +.. figure:: /recipes/figures/benchmarking/zonal.png + :align: center + :width: 10cm + +5-year annual mean bias (2000-2004) of the zonally averaged temperature in K from a historical simulation of MIROC6 compared with ERA5 reanalysis data. The stippled areas mask grid cells where the absolute BIAS (|BIAS|) is smaller than the maximum of the absolute 10% (|p10|) and the absolute 90% (|p90|) percentiles from an ensemble of CMIP6 models, i.e. |BIAS|≤max(|p10|,|p90|). Created with recipe_model_benchmarking_zonal.yml. From 69337fe961372a2d3f62ccc10c358be14921b62a Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Wed, 8 May 2024 13:14:09 +0200 Subject: [PATCH 45/95] fixed merging conflicts --- .../diag_scripts/monitor/multi_datasets.py | 2 +- ...ecipe_model_benchmarking_diurnal_cycle.yml | 88 ++++++++++++++++++- 2 files changed, 86 insertions(+), 4 deletions(-) diff --git a/esmvaltool/diag_scripts/monitor/multi_datasets.py b/esmvaltool/diag_scripts/monitor/multi_datasets.py index ae447ca90e..87fcace99a 100644 --- a/esmvaltool/diag_scripts/monitor/multi_datasets.py +++ b/esmvaltool/diag_scripts/monitor/multi_datasets.py @@ -2600,7 +2600,7 @@ def create_annual_cycle_plot(self, datasets): provenance_logger.log(plot_path, provenance_record) provenance_logger.log(netcdf_path, provenance_record) - def create_benchmarking_annual(self, datasets): + def create_benchmarking_annual(self, datasets): """Create benchmarking annual cycle plot.""" plot_type = 'benchmarking_annual_cycle' if plot_type not in self.plots: diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml index 06d9cab296..dcb13fc37c 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml @@ -41,6 +41,38 @@ datasets: preprocessors: pp_diurn_Tropics: + custom_order: true + regrid: + target_grid: 2x2 + scheme: linear + local_solar_time: + extract_region: + start_longitude: 0 + end_longitude: 360 + start_latitude: -30 + end_latitude: 30 + mask_landsea: + mask_out: land + resample_hours: + interval: 3 + offset: 1 + interpolate: true + area_statistics: + operator: mean + climate_statistics: + period: hourly + convert_units: + units: mm day-1 + multi_model_statistics: + span: overlap + statistics: + - operator: percentile + percent: 10 + - operator: percentile + percent: 90 + exclude: [reference_dataset, MIROC6] + + pp_diurn_Tropics_metric: custom_order: true regrid: target_grid: 2x2 @@ -76,10 +108,10 @@ preprocessors: diagnostics: - diurncyc: - description: Example plot diurnal cycles including reference datasets. + diurnal_cycle: + description: Classical diurnal cycle plot including reference dataset. variables: - pr_tropics: + pr_tropics: &var_settings project: CMIP6 timerange: 2000/2000 preprocessor: pp_diurn_Tropics @@ -92,6 +124,56 @@ diagnostics: additional_datasets: - {dataset: ERA5, project: native6, type: reanaly, version: 'v1', frequency: 1hr, tier: 3, reference_for_metric: true, alias: ERA5} + scripts: + allplots: + script: monitor/multi_datasets.py + plot_folder: '{plot_dir}' + plot_filename: '{plot_type}_{real_name}_{mip}' + group_variables_by: variable_group + facet_used_for_labels: alias + plots: + diurnal_cycle: + annual_mean_kwargs: False + legend_kwargs: + loc: upper right + plot_kwargs: + 'MIROC6': + color: red + label: '{alias}' + linestyle: '-' + linewidth: 2 + zorder: 4 + ERA5: + color: black + label: '{dataset}' + linestyle: '-' + linewidth: 2 + zorder: 3 + MultiModelPercentile10: + color: gray + label: '{dataset}' + linestyle: '--' + linewidth: 1 + zorder: 2 + MultiModelPercentile90: + color: gray + label: '{dataset}' + linestyle: '--' + linewidth: 1 + zorder: 2 + default: + color: lightgray + label: null + linestyle: '-' + linewidth: 1 + zorder: 1 + + benchmarking_diurnal_cycle: + description: Create "benchmarking" diurnal cycle plot. + variables: + pr_tropics: + <<: *var_settings + preprocessor: pp_diurn_Tropics_metric scripts: allplots: script: monitor/multi_datasets.py From 7f4dbdf1a8b8ea89b52153b2ecec7465f2ecc190 Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Wed, 8 May 2024 13:30:03 +0200 Subject: [PATCH 46/95] added example plots for benchmarking recipes --- .../figures/benchmarking/annual_cycle.png | Bin 0 -> 64609 bytes .../recipes/figures/benchmarking/boxplots.png | Bin 0 -> 49934 bytes .../figures/benchmarking/diurnal_cycle.png | Bin 0 -> 61787 bytes .../recipes/figures/benchmarking/map.png | Bin 0 -> 363394 bytes .../figures/benchmarking/timeseries.png | Bin 0 -> 72618 bytes .../recipes/figures/benchmarking/zonal.png | Bin 0 -> 134373 bytes 6 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 doc/sphinx/source/recipes/figures/benchmarking/annual_cycle.png create mode 100644 doc/sphinx/source/recipes/figures/benchmarking/boxplots.png create mode 100644 doc/sphinx/source/recipes/figures/benchmarking/diurnal_cycle.png create mode 100644 doc/sphinx/source/recipes/figures/benchmarking/map.png create mode 100644 doc/sphinx/source/recipes/figures/benchmarking/timeseries.png create mode 100644 doc/sphinx/source/recipes/figures/benchmarking/zonal.png diff --git a/doc/sphinx/source/recipes/figures/benchmarking/annual_cycle.png b/doc/sphinx/source/recipes/figures/benchmarking/annual_cycle.png new file mode 100644 index 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z50ZSGW+r?VP9_2az$#$6=$A)r(+9fTO%3HuaV3dyZ{mARa|aU3Y9#TX{j_!C zELc56NBQf6N*#=z1ykw;@TCjcS|xtHANr-Zr;8QL)~gpa&`&!$3`EBAjvU=}$~f)y zsm|L}x+YECHZ6H?dgjhshjeuYzVp?=-#jF9uM6(gZx<@k=5Lq5L-B@TFGb{xLPs8- z8=ctu-R8G!?nG{PP!&gJ3WS>HZZuD@+4E_vC0Z4*y5bhg$2K55Sy1OnUC3wYVqIRU zKe!B~-Y_Z;xrqNjiV^8Y-5nx{BIc96~vt`=<)lYYwR&dTfc3qT138y{u)&H+hLvy3* zI{4-P?T-JW*MeK?-|h%-jsJGX|F`b?f9U1y4%RL%F8bXQcaRV%DL*`7=K1s;~6Sx{XG7+q0QPdf-P`)<*?7(WTY184-&mZePQ-(O# zp|;Gcm5>ki-5WG|8^FOXPb*x^Xl}HJLQ>o%2NKS^jDEi{#z*Cm&$_bsM~JCq?Khxg z$xpF7(e5Zcsq;S}&sCyE-n#4LjE%1oT*3Re$4=&}s?S^%gkS_qx@i-r`+ovumdSIg z*ZmR{*Z;j%gZM(8@Lh+;cnzs9l0*=cZ3;lF0Y$ODj!#hB58tYf`&hzib`n_s4z+_< z+e}^Pt|(}O>+tvQYV(HGZq4;e<+egWZI0MlI;Ix%}vK75%K!{IZ$aQV{4Yso|AFL#=CUz6l}Lnq#iWV z`d7K@$!CmgzfOvE6fvzjX^)Ey)r&@lAp4e+_PU&?uAJ-z|H@ANbHLwQ|Kpzh|9P99 qh>`tsw*Op(f42TF1|um}vhw|8(sE$Ion8v?cVGRnTCvKr*Z&JqU-H8M literal 0 HcmV?d00001 From fc99b851a50c876a289910633fcea485f3ac15fb Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Wed, 15 May 2024 07:54:30 +0200 Subject: [PATCH 47/95] updated docu --- doc/sphinx/source/recipes/recipe_benchmarking.rst | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/doc/sphinx/source/recipes/recipe_benchmarking.rst b/doc/sphinx/source/recipes/recipe_benchmarking.rst index b6abeed842..5d4f5e1240 100644 --- a/doc/sphinx/source/recipes/recipe_benchmarking.rst +++ b/doc/sphinx/source/recipes/recipe_benchmarking.rst @@ -6,9 +6,9 @@ Model Benchmarking Overview -------- -These recipes and diagnostics are based on :ref:`recipe_monitor <_recipe_monitor>`: that allow plotting arbitrary preprocessor output, i.e., arbitrary variables from arbitrary datasets. An extension of these diagnostics is used to benchmark a model simulation with other datasets (e.g. CMIP6). The benchmarking features are described in `Lauer et al. (202x)`_:. +These recipes and diagnostics are based on :ref:`recipe_monitor <_recipe_monitor>`: that allow plotting arbitrary preprocessor output, i.e., arbitrary variables from arbitrary datasets. An extension of these diagnostics is used to benchmark a model simulation with other datasets (e.g. CMIP6). The benchmarking features are described in `Lauer et al.`_:. -.. _`Lauer et al. (202x)`: xxx +.. _`Lauer et al.`: A. Lauer, Bock, L., Hassler, B., Jöckel, P., Ruhe, L., and Schlund, M.: Monitoring and benchmarking Earth System Model simulations with ESMValTool v2.12.0, Geosci. Model Dev. (submitted). Available recipes and diagnostics --------------------------------- From d4a75e1d54d8590d0647553b3990fdb1e0917d09 Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Wed, 15 May 2024 08:14:13 +0200 Subject: [PATCH 48/95] updated recipes --- esmvaltool/config-references.yml | 1 + .../recipe_model_benchmarking_annual_cycle.yml | 7 +++++++ .../recipe_model_benchmarking_boxplots.yml | 12 +++++++++++- .../recipe_model_benchmarking_diurnal_cycle.yml | 7 +++++++ .../recipe_model_benchmarking_maps.yml | 7 +++++++ .../recipe_model_benchmarking_timeseries.yml | 7 +++++++ .../recipe_model_benchmarking_zonal.yml | 7 +++++++ esmvaltool/references/lauer24gmd.bibtex | 13 +++++++++++++ 8 files changed, 60 insertions(+), 1 deletion(-) create mode 100644 esmvaltool/references/lauer24gmd.bibtex diff --git a/esmvaltool/config-references.yml b/esmvaltool/config-references.yml index 285ace740e..ca01a25c18 100644 --- a/esmvaltool/config-references.yml +++ b/esmvaltool/config-references.yml @@ -770,6 +770,7 @@ projects: crescendo: EU H2020 project CRESCENDO dlrveu2: DLR project VEU2 dlrveu: DLR project VEU + dlrmabak: DLR project MABAK embrace: EU FP7 project EMBRACE esm2025: EU H2020 project ESM2025 - Earth system models for the future esmval: DLR project ESMVal diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_annual_cycle.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_annual_cycle.yml index d969672f04..32d6b3aaeb 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_annual_cycle.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_annual_cycle.yml @@ -6,9 +6,16 @@ documentation: Benchmarking: annual cycle. authors: - lauer_axel + - bock_lisa + - hassler_birgit + - ruhe_lukas - schlund_manuel maintainer: - lauer_axel + references: + - lauer24gmd + projects: + - dlrmabak # Note: the following models are just examples diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_boxplots.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_boxplots.yml index 31ae5b6544..43cfdb05fe 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_boxplots.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_boxplots.yml @@ -1,17 +1,27 @@ # ESMValTool --- documentation: - title: Beichmarkig of a single model. + title: Benchmarkig of a single model. description: > Benchmarking: Box plots. authors: + - lauer_axel - bock_lisa + - hassler_birgit + - ruhe_lukas + - schlund_manuel maintainer: - bock_lisa + references: + - lauer24gmd + + projects: + - dlrmabak + datasets: - {dataset: ACCESS-CM2, grid: gn, institute: CSIRO-ARCCSS} diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml index dcb13fc37c..7f5cc8cfe3 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml @@ -6,9 +6,16 @@ documentation: Benchmarking: diurnal cycle. authors: - lauer_axel + - bock_lisa + - hassler_birgit + - ruhe_lukas - schlund_manuel maintainer: - lauer_axel + references: + - lauer24gmd + projects: + - dlrmabak datasets: diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_maps.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_maps.yml index fd3ed42de0..10ef7d0242 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_maps.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_maps.yml @@ -6,9 +6,16 @@ documentation: Benchmarking: map plots. authors: - lauer_axel + - bock_lisa + - hassler_birgit + - ruhe_lukas - schlund_manuel maintainer: - lauer_axel + references: + - lauer24gmd + projects: + - dlrmabak datasets: diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_timeseries.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_timeseries.yml index 8ddad62da8..5417deada4 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_timeseries.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_timeseries.yml @@ -6,9 +6,16 @@ documentation: Benchmarking: time series. authors: - lauer_axel + - bock_lisa + - hassler_birgit + - ruhe_lukas - schlund_manuel maintainer: - lauer_axel + references: + - lauer24gmd + projects: + - dlrmabak datasets: diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_zonal.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_zonal.yml index c465ecd470..b82e603094 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_zonal.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_zonal.yml @@ -6,9 +6,16 @@ documentation: Benchmarking: zonal mean plots. authors: - lauer_axel + - bock_lisa + - hassler_birgit + - ruhe_lukas - schlund_manuel maintainer: - lauer_axel + references: + - lauer24gmd + projects: + - dlrmabak datasets: diff --git a/esmvaltool/references/lauer24gmd.bibtex b/esmvaltool/references/lauer24gmd.bibtex new file mode 100644 index 0000000000..bbf1c28f50 --- /dev/null +++ b/esmvaltool/references/lauer24gmd.bibtex @@ -0,0 +1,13 @@ +@article{lauer24gmd, + doi = {}, + url = {}, + year = , + publisher = {European Geosciences Union}, + address = {Göttingen Germany}, + volume = {}, + number = {}, + pages = {}, + author = {Axel Lauer and Lisa Bock and Birgit Hassler and Patrick Jöckel and Lukas Ruhe and Manuel Schlund}, + title = {Monitoring and benchmarking Earth System Model simulations with ESMValTool v2.12.0}, + journal = {Geoscientific Model Development} +} From f807a0e9cdd703858ccfff1336710b83c589d227 Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Wed, 15 May 2024 10:02:09 +0200 Subject: [PATCH 49/95] fixed some flake8 and pylint issues --- .../diag_scripts/monitor/multi_datasets.py | 186 +++++++++--------- 1 file changed, 95 insertions(+), 91 deletions(-) diff --git a/esmvaltool/diag_scripts/monitor/multi_datasets.py b/esmvaltool/diag_scripts/monitor/multi_datasets.py index 87fcace99a..ae0b54b978 100644 --- a/esmvaltool/diag_scripts/monitor/multi_datasets.py +++ b/esmvaltool/diag_scripts/monitor/multi_datasets.py @@ -2031,7 +2031,8 @@ def _plot_benchmarking_boxplot(self, df, cubes, variables, datasets): self._process_pyplot_kwargs(plot_type, datasets[i]) # File paths - datasets[0]['variable_group'] = datasets[0]['short_name'].partition("_")[0] + datasets[0]['variable_group'] = ( + datasets[0]['short_name'].partition("_")[0]) plot_path = self.get_plot_path(plot_type, datasets[0]) netcdf_path = get_diagnostic_filename(Path(plot_path).stem, self.cfg) @@ -2466,9 +2467,10 @@ def create_benchmarking_timeseries(self, datasets): yval1 = percentile_dataset[idx]['cube'] else: yval1 = yval2.copy() - ymin, ymax = axes.get_ylim() + ymin, __ = axes.get_ylim() yval1.data = np.full(len(yval1.data), ymin) + dataset = plot_datasets[0] iris.plot.fill_between(dataset['cube'].coord('time'), yval1, yval2, facecolor='lightblue', edgecolor='lightblue', linewidth=3, zorder=1, alpha=0.8) @@ -2625,10 +2627,10 @@ def create_benchmarking_annual(self, datasets): # Plot annual cycle(s) for dataset in plot_datasets: - cube = dataset['cube'] - plot_kwargs = self._get_plot_kwargs(plot_type, dataset) - plot_kwargs['axes'] = axes - iris.plot.plot(cube, **plot_kwargs) + cube = dataset['cube'] + plot_kwargs = self._get_plot_kwargs(plot_type, dataset) + plot_kwargs['axes'] = axes + iris.plot.plot(cube, **plot_kwargs) yval2 = percentile_dataset[0]['cube'] if len(percentile_dataset) > 1: @@ -2636,7 +2638,7 @@ def create_benchmarking_annual(self, datasets): yval1 = percentile_dataset[idx]['cube'] else: yval1 = yval2.copy() - ymin, ymax = axes.get_ylim() + ymin, __ = axes.get_ylim() yval1.data = np.full(len(yval1.data), ymin) iris.plot.fill_between(cube.coord('month_number'), yval1, yval2, @@ -2675,6 +2677,7 @@ def create_benchmarking_annual(self, datasets): var_attrs = { n: datasets[0][n] for n in ('short_name', 'long_name', 'units') } + dataset = plot_datasets[0] cubes[self._get_label(dataset)] = dataset['cube'] io.save_1d_data(cubes, netcdf_path, 'month_number', var_attrs) @@ -2804,7 +2807,7 @@ def create_benchmarking_diurnal(self, datasets): yval1 = percentile_dataset[idx]['cube'] else: yval1 = yval2.copy() - ymin, ymax = axes.get_ylim() + ymin, __ = axes.get_ylim() yval1.data = np.full(len(yval1.data), ymin) iris.plot.fill_between(cube.coord('hour'), yval1, yval2, @@ -2845,6 +2848,7 @@ def create_benchmarking_diurnal(self, datasets): var_attrs = { n: datasets[0][n] for n in ('short_name', 'long_name', 'units') } + dataset = plot_datasets[0] cubes[self._get_label(dataset)] = dataset['cube'] io.save_1d_data(cubes, netcdf_path, 'hour', var_attrs) @@ -2862,13 +2866,13 @@ def create_benchmarking_diurnal(self, datasets): provenance_logger.log(plot_path, provenance_record) provenance_logger.log(netcdf_path, provenance_record) - def create_benchmarking_boxplot_plot(self): + def create_benchmarking_boxplot(self): """Create boxplot.""" plot_type = 'benchmarking_boxplot' if plot_type not in self.plots: return - df = pd.DataFrame(columns=['Variable', 'Dataset', 'Value']) + dframe = pd.DataFrame(columns=['Variable', 'Dataset', 'Value']) ifile = 0 cubes = iris.cube.CubeList() @@ -2900,10 +2904,10 @@ def create_benchmarking_boxplot_plot(self): for dataset in benchmark_group: dataset_name = dataset['dataset'] cube = iris.load_cube(dataset['filename']) - df.loc[ifile] = [var_key, dataset_name, cube.data] + dframe.loc[ifile] = [var_key, dataset_name, cube.data] ifile = ifile + 1 - df['Value'] = df['Value'].astype(str).astype(float) + dframe['Value'] = dframe['Value'].astype(str).astype(float) cubes.append(benchmark_dataset['cube']) benchmark_datasets.append(benchmark_dataset) @@ -2923,7 +2927,7 @@ def create_benchmarking_boxplot_plot(self): " processed variables") (plot_path, netcdf_paths) = ( - self._plot_benchmarking_boxplot(df, cubes, variables, + self._plot_benchmarking_boxplot(dframe, cubes, variables, benchmark_datasets) ) @@ -2936,22 +2940,22 @@ def create_benchmarking_boxplot_plot(self): for (netcdf_path, cube) in netcdf_paths.items(): io.iris_save(cube, netcdf_path) - # Provenance tracking - caption = ( - "Boxplot." - # f"Boxplot of {dataset['long_name']} of dataset " - # f"{dataset['dataset']} (project {dataset['project']}) " - # f"from {dataset['start_year']} to {dataset['end_year']}." - ) - provenance_record = { - 'ancestors': ancestors, - 'authors': ['bock_lisa', 'schlund_manuel'], - 'caption': caption, - 'plot_types': ['box'], - } - with ProvenanceLogger(self.cfg) as provenance_logger: - provenance_logger.log(plot_path, provenance_record) - provenance_logger.log(netcdf_path, provenance_record) + # Provenance tracking + caption = ( + "Boxplot." + # f"Boxplot of {dataset['long_name']} of dataset " + # f"{dataset['dataset']} (project {dataset['project']}) " + # f"from {dataset['start_year']} to {dataset['end_year']}." + ) + provenance_record = { + 'ancestors': ancestors, + 'authors': ['bock_lisa', 'schlund_manuel'], + 'caption': caption, + 'plot_types': ['box'], + } + with ProvenanceLogger(self.cfg) as provenance_logger: + provenance_logger.log(plot_path, provenance_record) + provenance_logger.log(netcdf_path, provenance_record) def create_map_plot(self, datasets): """Create map plot.""" @@ -3065,41 +3069,41 @@ def create_benchmarking_map_plot(self, datasets): (plot_path, netcdf_paths) = ( self._plot_benchmarking_map(plot_func, dataset, percentile_data, metric) - ) - caption = ( - f"Map plot of {dataset['long_name']} of dataset " - f"{dataset['dataset']} (project {dataset['project']}) " - f"from {dataset['start_year']} to {dataset['end_year']}." - ) - ancestors.append(ref_dataset['filename']) + ) + caption = ( + f"Map plot of {dataset['long_name']} of dataset " + f"{dataset['dataset']} (project {dataset['project']}) " + f"from {dataset['start_year']} to {dataset['end_year']}." + ) + ancestors.append(ref_dataset['filename']) - # If statistics are shown add a brief description to the caption - if self.plots[plot_type]['show_stats']: - caption += ( - " The number in the top left corner corresponds to the " - "spatial mean (weighted by grid cell areas).") + # If statistics are shown add a brief description to the caption + if self.plots[plot_type]['show_stats']: + caption += ( + " The number in the top left corner corresponds to the " + "spatial mean (weighted by grid cell areas).") - # Save plot - plt.savefig(plot_path, **self.cfg['savefig_kwargs']) - logger.info("Wrote %s", plot_path) - plt.close() + # Save plot + plt.savefig(plot_path, **self.cfg['savefig_kwargs']) + logger.info("Wrote %s", plot_path) + plt.close() - # Save netCDFs - for (netcdf_path, cube) in netcdf_paths.items(): - io.iris_save(cube, netcdf_path) + # Save netCDFs + for (netcdf_path, cube) in netcdf_paths.items(): + io.iris_save(cube, netcdf_path) - # Provenance tracking - provenance_record = { - 'ancestors': ancestors, - 'authors': ['schlund_manuel'], - 'caption': caption, - 'plot_types': ['map'], - 'long_names': [dataset['long_name']], - } - with ProvenanceLogger(self.cfg) as provenance_logger: - provenance_logger.log(plot_path, provenance_record) - for netcdf_path in netcdf_paths: - provenance_logger.log(netcdf_path, provenance_record) + # Provenance tracking + provenance_record = { + 'ancestors': ancestors, + 'authors': ['schlund_manuel'], + 'caption': caption, + 'plot_types': ['map'], + 'long_names': [dataset['long_name']], + } + with ProvenanceLogger(self.cfg) as provenance_logger: + provenance_logger.log(plot_path, provenance_record) + for netcdf_path in netcdf_paths: + provenance_logger.log(netcdf_path, provenance_record) def create_zonal_mean_profile_plot(self, datasets): """Create zonal mean profile plot.""" @@ -3220,40 +3224,40 @@ def create_benchmarking_zonal_plot(self, datasets): ) ancestors = [dataset['filename']] - caption = ( - f"Zonal mean profile of {dataset['long_name']} of dataset " - f"{dataset['dataset']} (project {dataset['project']}) from " - f"{dataset['start_year']} to {dataset['end_year']}." - ) - # ancestors.append(ref_dataset['filename']) + caption = ( + f"Zonal mean profile of {dataset['long_name']} of dataset " + f"{dataset['dataset']} (project {dataset['project']}) from " + f"{dataset['start_year']} to {dataset['end_year']}." + ) + # ancestors.append(ref_dataset['filename']) - # If statistics are shown add a brief description to the caption - # if self.plots[plot_type]['show_stats']: - # caption += ( - # " The number in the top left corner corresponds to the " - # "spatial mean (weighted by grid cell areas).") + # If statistics are shown add a brief description to the caption + # if self.plots[plot_type]['show_stats']: + # caption += ( + # " The number in the top left corner corresponds to the " + # "spatial mean (weighted by grid cell areas).") - # Save plot - plt.savefig(plot_path, **self.cfg['savefig_kwargs']) - logger.info("Wrote %s", plot_path) - plt.close() + # Save plot + plt.savefig(plot_path, **self.cfg['savefig_kwargs']) + logger.info("Wrote %s", plot_path) + plt.close() - # Save netCDFs - for (netcdf_path, cube) in netcdf_paths.items(): - io.iris_save(cube, netcdf_path) + # Save netCDFs + for (netcdf_path, cube) in netcdf_paths.items(): + io.iris_save(cube, netcdf_path) - # Provenance tracking - provenance_record = { - 'ancestors': ancestors, - 'authors': ['schlund_manuel'], - 'caption': caption, - 'plot_types': ['vert'], - 'long_names': [dataset['long_name']], - } - with ProvenanceLogger(self.cfg) as provenance_logger: - provenance_logger.log(plot_path, provenance_record) - for netcdf_path in netcdf_paths: - provenance_logger.log(netcdf_path, provenance_record) + # Provenance tracking + provenance_record = { + 'ancestors': ancestors, + 'authors': ['schlund_manuel'], + 'caption': caption, + 'plot_types': ['vert'], + 'long_names': [dataset['long_name']], + } + with ProvenanceLogger(self.cfg) as provenance_logger: + provenance_logger.log(plot_path, provenance_record) + for netcdf_path in netcdf_paths: + provenance_logger.log(netcdf_path, provenance_record) def create_1d_profile_plot(self, datasets): """Create 1D profile plot.""" @@ -3583,7 +3587,7 @@ def create_hovmoeller_time_vs_lat_or_lon_plot(self, datasets): def compute(self): """Plot preprocessed data.""" - self.create_benchmarking_boxplot_plot() + self.create_benchmarking_boxplot() for (var_key, datasets) in self.grouped_input_data.items(): logger.info("Processing variable %s", var_key) self.create_timeseries_plot(datasets) From be0f566458d8ea090f26d0734c0f8ffcd090316f Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Wed, 15 May 2024 10:16:30 +0200 Subject: [PATCH 50/95] added zorder in _plot_benchmarking_boxplot --- esmvaltool/diag_scripts/monitor/multi_datasets.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/esmvaltool/diag_scripts/monitor/multi_datasets.py b/esmvaltool/diag_scripts/monitor/multi_datasets.py index ae0b54b978..07e3e78f00 100644 --- a/esmvaltool/diag_scripts/monitor/multi_datasets.py +++ b/esmvaltool/diag_scripts/monitor/multi_datasets.py @@ -2018,7 +2018,7 @@ def _plot_benchmarking_boxplot(self, df, cubes, variables, datasets): # plot_map = plot_func(cube, **plot_kwargs) plt.scatter(0, cubes[i].data, marker='x', s=200, linewidths=2, - color="red") + color="red", zorder=3) plt.xlabel(var) if cubes[i].units != 1: From 6592cc1bd8160430a991a800d07465beea5e6330 Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Thu, 16 May 2024 07:26:23 +0200 Subject: [PATCH 51/95] fixed style issue in cloud.ncl --- esmvaltool/diag_scripts/clouds/clouds.ncl | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/esmvaltool/diag_scripts/clouds/clouds.ncl b/esmvaltool/diag_scripts/clouds/clouds.ncl index 4a4ad0ae68..d3d1ef3b8e 100644 --- a/esmvaltool/diag_scripts/clouds/clouds.ncl +++ b/esmvaltool/diag_scripts/clouds/clouds.ncl @@ -114,7 +114,8 @@ begin variables = metadata_att_as_array(variable_info, "short_name") if (.not. any(variables .eq. var0)) then - errstr = "diagnostic " + DIAG_SCRIPT + " requires the following variable: " + var0 + errstr = "diagnostic " + DIAG_SCRIPT \ + + " requires the following variable: " + var0 error_msg("f", DIAG_SCRIPT, "", errstr) end if From 13b531290d663aebc4048e7c13e1a8e3fed07493 Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Thu, 16 May 2024 07:59:11 +0200 Subject: [PATCH 52/95] updated docu figures --- .../recipes/figures/benchmarking/boxplots.png | Bin 49934 -> 59713 bytes .../recipes/figures/benchmarking/map.png | Bin 363394 -> 399870 bytes .../recipes/figures/benchmarking/zonal.png | Bin 134373 -> 227162 bytes .../diag_scripts/monitor/multi_datasets.py | 17 +++++++++++++---- 4 files changed, 13 insertions(+), 4 deletions(-) diff --git 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a/esmvaltool/diag_scripts/monitor/multi_datasets.py +++ b/esmvaltool/diag_scripts/monitor/multi_datasets.py @@ -1956,13 +1956,18 @@ def _plot_benchmarking_map(self, plot_func, dataset, percentile_dataset, mask_cube = self._get_benchmark_mask(cube, percentile_dataset, metric) - plot_func( + hatching = plot_func( mask_cube, colors='none', levels=[.5, 1.5], - hatches=['......', None], + hatches=['......'], ) + # set color for stippling to 'black' (default = 'white') + hatching.set_edgecolor('black') + hatching.set_linewidth(0.) + + axes.coastlines() # gridline_kwargs = self._get_gridline_kwargs(plot_type) # if gridline_kwargs is not False: @@ -2063,13 +2068,17 @@ def _plot_benchmarking_zonal(self, plot_func, dataset, percentile_dataset, mask_cube = self._get_benchmark_mask(cube, percentile_dataset, metric) - plot_func( + hatching = plot_func( mask_cube, colors='none', levels=[.5, 1.5], - hatches=['......', None], + hatches=['......'], ) + # set color for stippling to 'black' (default = 'white') + hatching.set_edgecolor('black') + hatching.set_linewidth(0.) + # Print statistics if desired # self._add_stats(plot_type, axes, dim_coords_dat, dataset) From ffb8b8e5d033224a0bf0660ac413cdab9d3d1de6 Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Tue, 28 May 2024 15:24:37 +0200 Subject: [PATCH 53/95] Update multi_datasets.py --- esmvaltool/diag_scripts/monitor/multi_datasets.py | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/esmvaltool/diag_scripts/monitor/multi_datasets.py b/esmvaltool/diag_scripts/monitor/multi_datasets.py index 7b665098c3..a3f48806ad 100644 --- a/esmvaltool/diag_scripts/monitor/multi_datasets.py +++ b/esmvaltool/diag_scripts/monitor/multi_datasets.py @@ -69,7 +69,6 @@ needs to be 2D with dimensions `time`, `latitude`/`longitude`. Benchmarking plots - ------------------ - annual cycles (``benchmarking_annual_cycle``) - box plots (``benchmarking_boxplot``) - diurnal cycles (``benchmarking_annual_cycle``) @@ -310,7 +309,7 @@ Fontsize used for ticks, labels and titles. For the latter, use the given fontsize plus 2. Does not affect suptitles. log_y: bool, optional (default: True) - variables = var_order + variables = var_order Use logarithmic Y-axis. plot_func: str, optional (default: 'contourf') Plot function used to plot the profiles. Must be a function of @@ -602,7 +601,7 @@ -------------------------------------------------------- Configuration options for plot type ``benchmarking_timeseries`` --------------------------------------------------------- +--------------------------------------------------------------- Configuration options for plot type ``benchmarking_zonal`` ---------------------------------------------------------- From d5c537533a68c1a8f1e6bcbc05611b916b58eb51 Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Tue, 28 May 2024 15:31:43 +0200 Subject: [PATCH 54/95] Update recipe_benchmarking.rst --- doc/sphinx/source/recipes/recipe_benchmarking.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/sphinx/source/recipes/recipe_benchmarking.rst b/doc/sphinx/source/recipes/recipe_benchmarking.rst index 5d4f5e1240..bf488c0151 100644 --- a/doc/sphinx/source/recipes/recipe_benchmarking.rst +++ b/doc/sphinx/source/recipes/recipe_benchmarking.rst @@ -88,4 +88,4 @@ Area-weighted RMSE of the annual mean diurnal cycle (year 2000) of precipitation :align: center :width: 10cm -5-year annual mean bias (2000-2004) of the zonally averaged temperature in K from a historical simulation of MIROC6 compared with ERA5 reanalysis data. The stippled areas mask grid cells where the absolute BIAS (|BIAS|) is smaller than the maximum of the absolute 10% (|p10|) and the absolute 90% (|p90|) percentiles from an ensemble of CMIP6 models, i.e. |BIAS|≤max(|p10|,|p90|). Created with recipe_model_benchmarking_zonal.yml. +5-year annual mean bias (2000-2004) of the zonally averaged temperature in K from a historical simulation of MIROC6 compared with ERA5 reanalysis data. The stippled areas mask grid cells where the absolute BIAS (${ | BIAS | }$) is smaller than the maximum of the absolute 10% (${ | p10 | }$) and the absolute 90% (${ | p90 | }$) percentiles from an ensemble of CMIP6 models, i.e. ${ | BIAS | \geq max( | p10 |, | p90 |)}$. Created with recipe_model_benchmarking_zonal.yml. From eae63ca0b2e850fa2a6098adff20402a7de1b97b Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Wed, 29 May 2024 17:15:21 +0200 Subject: [PATCH 55/95] Update recipe_benchmarking.rst --- doc/sphinx/source/recipes/recipe_benchmarking.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/sphinx/source/recipes/recipe_benchmarking.rst b/doc/sphinx/source/recipes/recipe_benchmarking.rst index bf488c0151..6f3d791de2 100644 --- a/doc/sphinx/source/recipes/recipe_benchmarking.rst +++ b/doc/sphinx/source/recipes/recipe_benchmarking.rst @@ -88,4 +88,4 @@ Area-weighted RMSE of the annual mean diurnal cycle (year 2000) of precipitation :align: center :width: 10cm -5-year annual mean bias (2000-2004) of the zonally averaged temperature in K from a historical simulation of MIROC6 compared with ERA5 reanalysis data. The stippled areas mask grid cells where the absolute BIAS (${ | BIAS | }$) is smaller than the maximum of the absolute 10% (${ | p10 | }$) and the absolute 90% (${ | p90 | }$) percentiles from an ensemble of CMIP6 models, i.e. ${ | BIAS | \geq max( | p10 |, | p90 |)}$. Created with recipe_model_benchmarking_zonal.yml. +5-year annual mean bias (2000-2004) of the zonally averaged temperature in K from a historical simulation of MIROC6 compared with ERA5 reanalysis data. The stippled areas mask grid cells where the absolute BIAS (${ | BIAS | }$) is smaller than the maximum of the absolute 10% (${ | p10 | }$) and the absolute 90% (${ | p90 | }$) percentiles from an ensemble of CMIP6 models, i.e. ${ | BIAS | \geq max( | p10 |, | p90 | )}$. Created with recipe_model_benchmarking_zonal.yml. From 7a3c84494b5c0e3ecdae1145d857be2ceecfa11c Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Fri, 7 Jun 2024 08:12:37 +0200 Subject: [PATCH 56/95] Update recipe_benchmarking.rst --- doc/sphinx/source/recipes/recipe_benchmarking.rst | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/doc/sphinx/source/recipes/recipe_benchmarking.rst b/doc/sphinx/source/recipes/recipe_benchmarking.rst index 6f3d791de2..ebeafddf9d 100644 --- a/doc/sphinx/source/recipes/recipe_benchmarking.rst +++ b/doc/sphinx/source/recipes/recipe_benchmarking.rst @@ -6,7 +6,7 @@ Model Benchmarking Overview -------- -These recipes and diagnostics are based on :ref:`recipe_monitor <_recipe_monitor>`: that allow plotting arbitrary preprocessor output, i.e., arbitrary variables from arbitrary datasets. An extension of these diagnostics is used to benchmark a model simulation with other datasets (e.g. CMIP6). The benchmarking features are described in `Lauer et al.`_:. +These recipes and diagnostics are based on :ref:`recipe_monitor `: that allow plotting arbitrary preprocessor output, i.e., arbitrary variables from arbitrary datasets. An extension of these diagnostics is used to benchmark a model simulation with other datasets (e.g. CMIP6). The benchmarking features are described in `Lauer et al.`_:. .. _`Lauer et al.`: A. Lauer, Bock, L., Hassler, B., Jöckel, P., Ruhe, L., and Schlund, M.: Monitoring and benchmarking Earth System Model simulations with ESMValTool v2.12.0, Geosci. Model Dev. (submitted). @@ -88,4 +88,4 @@ Area-weighted RMSE of the annual mean diurnal cycle (year 2000) of precipitation :align: center :width: 10cm -5-year annual mean bias (2000-2004) of the zonally averaged temperature in K from a historical simulation of MIROC6 compared with ERA5 reanalysis data. The stippled areas mask grid cells where the absolute BIAS (${ | BIAS | }$) is smaller than the maximum of the absolute 10% (${ | p10 | }$) and the absolute 90% (${ | p90 | }$) percentiles from an ensemble of CMIP6 models, i.e. ${ | BIAS | \geq max( | p10 |, | p90 | )}$. Created with recipe_model_benchmarking_zonal.yml. +5-year annual mean bias (2000-2004) of the zonally averaged temperature in K from a historical simulation of MIROC6 compared with ERA5 reanalysis data. The stippled areas mask grid cells where the absolute BIAS (${\abs{BIAS}}$) is smaller than the maximum of the absolute 10% (${\abs{p10}}$) and the absolute 90% (${\abs{p90}}$) percentiles from an ensemble of CMIP6 models, i.e. ${\abs{BIAS} \geq max( \abs{p10}, \abs{p90})}$. Created with recipe_model_benchmarking_zonal.yml. From 1fbdf107a283c71488a70f4a4de62336c3f1402f Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Tue, 11 Jun 2024 09:17:12 +0200 Subject: [PATCH 57/95] Update docu (recipe_benchmarking.rst) --- .../source/recipes/recipe_benchmarking.rst | 49 +++++++++++++++++++ 1 file changed, 49 insertions(+) diff --git a/doc/sphinx/source/recipes/recipe_benchmarking.rst b/doc/sphinx/source/recipes/recipe_benchmarking.rst index ebeafddf9d..4ae0ca9907 100644 --- a/doc/sphinx/source/recipes/recipe_benchmarking.rst +++ b/doc/sphinx/source/recipes/recipe_benchmarking.rst @@ -34,6 +34,55 @@ Recipe settings See :ref:`multi_datasets.py`: for a list of all possible configuration options that can be specified in the recipe. +.. note:: + Please note that exactly one dataset (the dataset to be benchmarked) needs to specify the facet ``benchmark_dataset: True`` in the dataset entry of the recipe. For line plots (i.e. annual cycle, seasonal cycle, diurnal cycle, time series), it is recommended, to specify a particular line color and line style in the ``scripts`` section of the recipe for the dataset to be benchmarked (``benchmark_dataset: True``) so that this dataset is easy to identify in the plot. In the example below, MIROC6 is the dataset to be benchmarked and ERA5 is used as a reference dataset. + +.. code-block:: yaml + + scripts: + allplots: + script: monitor/multi_datasets.py + plot_folder: '{plot_dir}' + plot_filename: '{plot_type}_{real_name}_{mip}' + group_variables_by: variable_group + facet_used_for_labels: alias + plots: + diurnal_cycle: + annual_mean_kwargs: False + legend_kwargs: + loc: upper right + plot_kwargs: + 'MIROC6': + color: red + label: '{alias}' + linestyle: '-' + linewidth: 2 + zorder: 4 + ERA5: + color: black + label: '{dataset}' + linestyle: '-' + linewidth: 2 + zorder: 3 + MultiModelPercentile10: + color: gray + label: '{dataset}' + linestyle: '--' + linewidth: 1 + zorder: 2 + MultiModelPercentile90: + color: gray + label: '{dataset}' + linestyle: '--' + linewidth: 1 + zorder: 2 + default: + color: lightgray + label: null + linestyle: '-' + linewidth: 1 + zorder: 1 + Variables --------- From 8d6a8d0505d9f275c61cc1990adf23681fada381 Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Thu, 12 Dec 2024 11:01:45 +0100 Subject: [PATCH 58/95] removed blank line --- esmvaltool/diag_scripts/monitor/multi_datasets.py | 1 - 1 file changed, 1 deletion(-) diff --git a/esmvaltool/diag_scripts/monitor/multi_datasets.py b/esmvaltool/diag_scripts/monitor/multi_datasets.py index f141881907..61b60381d3 100644 --- a/esmvaltool/diag_scripts/monitor/multi_datasets.py +++ b/esmvaltool/diag_scripts/monitor/multi_datasets.py @@ -2056,7 +2056,6 @@ def _plot_benchmarking_map(self, plot_func, dataset, percentile_dataset, hatching.set_edgecolor('black') hatching.set_linewidth(0.) - axes.coastlines() # gridline_kwargs = self._get_gridline_kwargs(plot_type) # if gridline_kwargs is not False: From e03db0d374265c733b8fee08d84658c0f1066016 Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Thu, 12 Dec 2024 11:39:05 +0100 Subject: [PATCH 59/95] added Lukas Ruhe to config-references.yml --- esmvaltool/config-references.yml | 3 +++ 1 file changed, 3 insertions(+) diff --git a/esmvaltool/config-references.yml b/esmvaltool/config-references.yml index 4cbf92bbd1..7c7271c1a2 100644 --- a/esmvaltool/config-references.yml +++ b/esmvaltool/config-references.yml @@ -486,6 +486,9 @@ authors: rol_evert: name: Rol, Evert orcid: https://orcid.org/0000-0001-8357-4453 + ruhe_lukas: + name: Ruhe, Lukas + orcid: russell_joellen: name: Russell, Joellen institute: Univ. of Arizona, USA From 9db0c2c499fb57af64d92fb9108c90ade157547e Mon Sep 17 00:00:00 2001 From: Lisa Bock Date: Fri, 20 Dec 2024 10:03:20 +0100 Subject: [PATCH 60/95] add seaborn boxplot link --- .../recipe_model_benchmarking_boxplots.yml | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_boxplots.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_boxplots.yml index 43cfdb05fe..8d044ff783 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_boxplots.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_boxplots.yml @@ -3,8 +3,11 @@ documentation: title: Benchmarkig of a single model. - description: > - Benchmarking: Box plots. + description: | + Benchmarking: Box plots. + The diagnostic called in this recipe uses the seaborn.boxplot function. + See seaborn manual for detailed information + (https://seaborn.pydata.org/generated/seaborn.boxplot.html). authors: - lauer_axel From 8d6bb2dc669fc7b65a98ffd594162fd2ee67e856 Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Mon, 20 Jan 2025 12:40:05 +0100 Subject: [PATCH 61/95] Update esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml Co-authored-by: Bettina Gier --- .../recipe_model_benchmarking_diurnal_cycle.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml index 7f5cc8cfe3..fb2cc3e3e1 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml @@ -63,7 +63,7 @@ preprocessors: resample_hours: interval: 3 offset: 1 - interpolate: true + interpolate: linear area_statistics: operator: mean climate_statistics: From 6483f8d2d2e13b9e0cc165f9842abeb2852bcefe Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Mon, 20 Jan 2025 12:40:21 +0100 Subject: [PATCH 62/95] Update esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml Co-authored-by: Bettina Gier --- .../recipe_model_benchmarking_diurnal_cycle.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml index fb2cc3e3e1..61cec38420 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml @@ -95,7 +95,7 @@ preprocessors: resample_hours: interval: 3 offset: 1 - interpolate: true + interpolate: linear climate_statistics: period: hourly convert_units: From 4f247e88fc3977b40653ecb9278f2b9ee2c0d19b Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Mon, 20 Jan 2025 12:52:12 +0100 Subject: [PATCH 63/95] Update esmvaltool/config-references.yml Co-authored-by: Bettina Gier --- esmvaltool/config-references.yml | 3 --- 1 file changed, 3 deletions(-) diff --git a/esmvaltool/config-references.yml b/esmvaltool/config-references.yml index 7c7271c1a2..4cbf92bbd1 100644 --- a/esmvaltool/config-references.yml +++ b/esmvaltool/config-references.yml @@ -486,9 +486,6 @@ authors: rol_evert: name: Rol, Evert orcid: https://orcid.org/0000-0001-8357-4453 - ruhe_lukas: - name: Ruhe, Lukas - orcid: russell_joellen: name: Russell, Joellen institute: Univ. of Arizona, USA From f1c846b8f7d77a9ac9d54aba4d8f61ce1fe79c7c Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Mon, 20 Jan 2025 12:55:21 +0100 Subject: [PATCH 64/95] changed author ruhe_lukas to lindenlaub_lukas --- .../recipe_lauer24gmd_fig01_sst.yml | 58 +++ .../recipe_lauer24gmd_fig02_timeseries.yml | 208 +++++++++ .../recipe_lauer24gmd_fig03_seascycle.yml | 209 +++++++++ .../recipe_lauer24gmd_fig04_diurncycle.yml | 225 +++++++++ .../recipe_lauer24gmd_fig05_maps.yml | 127 +++++ .../recipe_lauer24gmd_fig06_zonal.yml | 135 ++++++ .../recipe_lauer24gmd_fig07ace_boxplots.yml | 433 ++++++++++++++++++ .../recipe_lauer24gmd_fig07bdf_boxplots.yml | 433 ++++++++++++++++++ .../recipe_lauer24gmd_fig08_portrait.yml | 244 ++++++++++ ...recipe_model_benchmarking_annual_cycle.yml | 2 +- .../recipe_model_benchmarking_boxplots.yml | 2 +- ...ecipe_model_benchmarking_diurnal_cycle.yml | 6 +- .../recipe_model_benchmarking_maps.yml | 2 +- .../recipe_model_benchmarking_timeseries.yml | 2 +- .../recipe_model_benchmarking_zonal.yml | 2 +- 15 files changed, 2080 insertions(+), 8 deletions(-) create mode 100644 esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig01_sst.yml create mode 100644 esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig02_timeseries.yml create mode 100644 esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig03_seascycle.yml create mode 100644 esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig04_diurncycle.yml create mode 100644 esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig05_maps.yml create mode 100644 esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig06_zonal.yml create mode 100644 esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig07ace_boxplots.yml create mode 100644 esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig07bdf_boxplots.yml create mode 100644 esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig08_portrait.yml diff --git a/esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig01_sst.yml b/esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig01_sst.yml new file mode 100644 index 0000000000..613e8fa044 --- /dev/null +++ b/esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig01_sst.yml @@ -0,0 +1,58 @@ +# ESMValTool +--- +documentation: + title: Lauer et al., Geosci. Model Dev., Figure 1. + description: > + Map plots for SST. + authors: + - bock_lisa + - hassler_birgit + - lindenlaub_lukas + - schlund_manuel + maintainer: + - lauer_axel + references: + - lauer24gmd + projects: + - dlrmabak + + +datasets: + - {dataset: EMAC, project: EMAC, benchmark_dataset: true, exp: esmvaltest01, supplementary_variables: [{short_name: areacella, skip: true}, {short_name: sftlf, skip: true}]} + + +preprocessors: + + pp: + mask_landsea: + mask_out: land + mask_below_threshold: + threshold: 273.15 + + +diagnostics: + + fig_01a: + description: Plot SST map. + variables: + sst: &var_settings + timerange: '2004/2004' + preprocessor: pp + mip: Amon + short_name: ts + ensemble: r1i1p1f1 + scripts: &script_settings + avgsst: + script: clouds/clouds.ncl + projection: Robinson + timemean: annualclim + var: ts + + fig_01b: + description: Plot SST map. + variables: + sst: + <<: *var_settings + timerange: '2005/2005' + scripts: + <<: *script_settings diff --git a/esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig02_timeseries.yml b/esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig02_timeseries.yml new file mode 100644 index 0000000000..34cdaa3a40 --- /dev/null +++ b/esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig02_timeseries.yml @@ -0,0 +1,208 @@ +# ESMValTool +--- +documentation: + title: Lauer et al., Geosci. Model Dev., Figure 2. + description: > + Benchmarking: time series. + authors: + - lauer_axel + - bock_lisa + - hassler_birgit + - lindenlaub_lukas + - schlund_manuel + maintainer: + - lauer_axel + references: + - lauer24gmd + projects: + - dlrmabak + + +datasets: + - {dataset: ACCESS-CM2, grid: gn, institute: CSIRO-ARCCSS} + - {dataset: ACCESS-ESM1-5, grid: gn, institute: CSIRO} + - {dataset: AWI-CM-1-1-MR, grid: gn} + - {dataset: AWI-ESM-1-1-LR, grid: gn} + - {dataset: BCC-CSM2-MR, grid: gn} + - {dataset: BCC-ESM1, grid: gn} + - {dataset: CAMS-CSM1-0, grid: gn} + - {dataset: CanESM5, grid: gn} + - {dataset: CanESM5-CanOE, grid: gn, ensemble: r1i1p2f1} + - {dataset: CESM2, grid: gn} + - {dataset: CESM2-FV2, grid: gn, institute: NCAR} + - {dataset: CESM2-WACCM, grid: gn, institute: NCAR} + - {dataset: CESM2-WACCM-FV2, grid: gn, institute: NCAR} + - {dataset: CIESM} + - {dataset: CNRM-CM6-1, ensemble: r1i1p1f2} + - {dataset: CNRM-CM6-1-HR, ensemble: r1i1p1f2} + - {dataset: CNRM-ESM2-1, ensemble: r1i1p1f2} + - {dataset: E3SM-1-0} + - {dataset: E3SM-1-1, institute: E3SM-Project} + - {dataset: EC-Earth3-Veg} + - {dataset: FGOALS-f3-L} + - {dataset: FGOALS-g3, grid: gn} + - {dataset: FIO-ESM-2-0, grid: gn} + - {dataset: GFDL-ESM4, grid: gr1} + - {dataset: GISS-E2-1-G, grid: gn} + - {dataset: GISS-E2-1-H, grid: gn} + - {dataset: HadGEM3-GC31-LL, ensemble: r1i1p1f3, grid: gn} + - {dataset: HadGEM3-GC31-MM, ensemble: r1i1p1f3, grid: gn} + - {dataset: INM-CM4-8, grid: gr1} + - {dataset: INM-CM5-0, grid: gr1} + - {dataset: IPSL-CM6A-LR} + - {dataset: KACE-1-0-G} + - {dataset: MCM-UA-1-0, grid: gn} + - {dataset: MIROC6, grid: gn} + - {dataset: MIROC-ES2L, ensemble: r1i1p1f2, grid: gn} + - {dataset: MPI-ESM-1-2-HAM, grid: gn} + - {dataset: MPI-ESM1-2-HR, grid: gn} + - {dataset: MPI-ESM1-2-LR, grid: gn} + - {dataset: MRI-ESM2-0, grid: gn} + - {dataset: NESM3, grid: gn} + - {dataset: NorESM2-LM, grid: gn, institute: NCC} + - {dataset: NorESM2-MM, grid: gn, institute: NCC} + - {dataset: SAM0-UNICON, grid: gn} + - {dataset: UKESM1-0-LL, ensemble: r1i1p1f2, grid: gn} + - {dataset: EMAC, project: EMAC, benchmark_dataset: true, exp: esmvaltest01, supplementary_variables: [{short_name: areacella, skip: true}]} + +preprocessors: + + pp_tas: + regrid: + target_grid: 2x2 + scheme: linear + anomalies: + period: month + reference: + start_year: 2000 + start_month: 1 + start_day: 1 + end_year: 2009 + end_month: 12 + end_day: 31 + area_statistics: + operator: mean + multi_model_statistics: + span: overlap + statistics: + - operator: percentile + percent: 10 + - operator: percentile + percent: 90 + exclude: [reference_dataset, EMAC] + + pp_tas_metric: + custom_order: true + regrid_time: + calendar: standard + regrid: + target_grid: 2x2 + scheme: linear + anomalies: + period: month + reference: + start_year: 2000 + start_month: 1 + start_day: 1 + end_year: 2009 + end_month: 12 + end_day: 31 + distance_metric: + metric: rmse + coords: [longitude, latitude] + multi_model_statistics: + span: overlap + statistics: + - operator: percentile + percent: 10 + - operator: percentile + percent: 90 + exclude: [reference_dataset, EMAC] + + +diagnostics: + + fig_02a: + description: Plot "classical" time series of global mean anomalies including a reference dataset. + variables: + tas: + timerange: '2000/2009' + preprocessor: pp_tas + project: CMIP6 + mip: Amon + exp: historical + ensemble: r1i1p1f1 + grid: gr + reference_dataset: HadCRUT5 + additional_datasets: + - {dataset: HadCRUT5, project: OBS, type: ground, version: 5.0.1.0-analysis, tier: 2, reference_for_metric: true} + scripts: + allplots: + script: monitor/multi_datasets.py + plot_folder: '{plot_dir}' + group_variables_by: variable_group + plots: + timeseries: + annual_mean_kwargs: False + plot_kwargs: + EMAC: + color: red + label: '{dataset}' + linestyle: '-' + linewidth: 2 + zorder: 4 + HadCRUT5: + color: black + label: '{dataset}' + linestyle: '-' + linewidth: 2 + zorder: 3 + MultiModelPercentile10: + color: gray + label: '{dataset}' + linestyle: '--' + linewidth: 1 + zorder: 2 + MultiModelPercentile90: + color: gray + label: '{dataset}' + linestyle: '--' + linewidth: 1 + zorder: 2 + default: + color: lightgray + label: null + linestyle: '-' + linewidth: 1 + zorder: 1 + + fig_02b: + description: Plot "benchmarking" time series of global means. + variables: + tas: + timerange: '2000/2009' + preprocessor: pp_tas_metric + project: CMIP6 + mip: Amon + exp: historical + ensemble: r1i1p1f1 + grid: gr + reference_dataset: HadCRUT5 + additional_datasets: + - {dataset: HadCRUT5, project: OBS, type: ground, version: 5.0.1.0-analysis, tier: 2, reference_for_metric: true} + scripts: + allplots: + script: monitor/multi_datasets.py + plot_folder: '{plot_dir}' + group_variables_by: variable_group + plots: + benchmarking_timeseries: + plot_kwargs: + annual_mean_kwargs: False + plot_kwargs: + EMAC: + color: red + label: '{dataset}' + linestyle: '-' + linewidth: 1.5 + zorder: 3 diff --git a/esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig03_seascycle.yml b/esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig03_seascycle.yml new file mode 100644 index 0000000000..203ed914b0 --- /dev/null +++ b/esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig03_seascycle.yml @@ -0,0 +1,209 @@ +# ESMValTool +--- +documentation: + title: Lauer et al., Geosci. Model Dev., Figure 3. + description: > + Benchmarking: seasonal cycle. + authors: + - lauer_axel + - bock_lisa + - hassler_birgit + - lindenlaub_lukas + - schlund_manuel + maintainer: + - lauer_axel + references: + - lauer24gmd + projects: + - dlrmabak + + +datasets: + - {dataset: ACCESS-CM2, grid: gn, institute: CSIRO-ARCCSS} + - {dataset: ACCESS-ESM1-5, grid: gn, institute: CSIRO} + - {dataset: AWI-CM-1-1-MR, grid: gn} + - {dataset: AWI-ESM-1-1-LR, grid: gn} + - {dataset: BCC-CSM2-MR, grid: gn} + - {dataset: BCC-ESM1, grid: gn} + - {dataset: CAMS-CSM1-0, grid: gn} + - {dataset: CanESM5, grid: gn} + - {dataset: CanESM5-CanOE, grid: gn, ensemble: r1i1p2f1} + - {dataset: CESM2, grid: gn} + - {dataset: CESM2-FV2, grid: gn, institute: NCAR} + - {dataset: CESM2-WACCM, grid: gn, institute: NCAR} + - {dataset: CESM2-WACCM-FV2, grid: gn, institute: NCAR} + - {dataset: CIESM} + - {dataset: CNRM-CM6-1, ensemble: r1i1p1f2} + - {dataset: CNRM-CM6-1-HR, ensemble: r1i1p1f2} + - {dataset: CNRM-ESM2-1, ensemble: r1i1p1f2} + - {dataset: E3SM-1-0} + - {dataset: E3SM-1-1, institute: E3SM-Project} + - {dataset: EC-Earth3-Veg} + - {dataset: FGOALS-f3-L} + - {dataset: FGOALS-g3, grid: gn} + - {dataset: FIO-ESM-2-0, grid: gn} + - {dataset: GFDL-ESM4, grid: gr1} + - {dataset: GISS-E2-1-G, grid: gn} + - {dataset: GISS-E2-1-H, grid: gn} + - {dataset: HadGEM3-GC31-LL, ensemble: r1i1p1f3, grid: gn} + - {dataset: HadGEM3-GC31-MM, ensemble: r1i1p1f3, grid: gn} + - {dataset: INM-CM4-8, grid: gr1} + - {dataset: INM-CM5-0, grid: gr1} + - {dataset: IPSL-CM6A-LR} + - {dataset: KACE-1-0-G} + - {dataset: MCM-UA-1-0, grid: gn} + - {dataset: MIROC6, grid: gn} + - {dataset: MIROC-ES2L, ensemble: r1i1p1f2, grid: gn} + - {dataset: MPI-ESM-1-2-HAM, grid: gn} + - {dataset: MPI-ESM1-2-HR, grid: gn} + - {dataset: MPI-ESM1-2-LR, grid: gn} + - {dataset: MRI-ESM2-0, grid: gn} + - {dataset: NESM3, grid: gn} + - {dataset: NorESM2-LM, grid: gn, institute: NCC} + - {dataset: NorESM2-MM, grid: gn, institute: NCC} + - {dataset: SAM0-UNICON, grid: gn} + - {dataset: UKESM1-0-LL, ensemble: r1i1p1f2, grid: gn} + - {dataset: EMAC, project: EMAC, benchmark_dataset: true, exp: esmvaltest01, supplementary_variables: [{short_name: areacella, skip: true}], timerange: '2000/2004', alias: 'EMAC (2000-2004)'} + - {dataset: EMAC, project: EMAC, benchmark_dataset: true, exp: esmvaltest01, supplementary_variables: [{short_name: areacella, skip: true}], timerange: '2005/2009', alias: 'EMAC (2005-2009)'} + + +preprocessors: + + pp_tas: + regrid: + target_grid: 2x2 + scheme: linear + climate_statistics: + period: month + area_statistics: + operator: mean + multi_model_statistics: + span: overlap + statistics: + - operator: percentile + percent: 10 + - operator: percentile + percent: 90 + exclude: [reference_dataset, EMAC] + + pp_tas_metric: + custom_order: true + regrid_time: + calendar: standard + regrid: + target_grid: 2x2 + scheme: linear + climate_statistics: + period: month + distance_metric: + metric: rmse + coords: [longitude, latitude] + multi_model_statistics: + span: overlap + statistics: + - operator: percentile + percent: 10 + - operator: percentile + percent: 90 + exclude: [reference_dataset, EMAC] + + +diagnostics: + + fig_03a: + description: Create "classical" seasonal cycle plot including a reference dataset. + variables: + tas: + timerange: '2000/2009' + preprocessor: pp_tas + project: CMIP6 + mip: Amon + exp: historical + ensemble: r1i1p1f1 + grid: gr + reference_dataset: HadCRUT5 + additional_datasets: + - {dataset: HadCRUT5, project: OBS, type: ground, version: 5.0.1.0-analysis, tier: 2, alias: HadCRUT5} + scripts: + allplots: + script: monitor/multi_datasets.py + plot_folder: '{plot_dir}' + group_variables_by: variable_group + facet_used_for_labels: alias + plots: + annual_cycle: + annual_mean_kwargs: False + plot_kwargs: + 'EMAC (2000-2004)': + color: red + label: '{alias}' + linestyle: '-' + linewidth: 2 + zorder: 4 + 'EMAC (2005-2009)': + color: darkblue + label: '{alias}' + linestyle: '-' + linewidth: 2 + zorder: 4 + HadCRUT5: + color: black + label: '{dataset}' + linestyle: '-' + linewidth: 2 + zorder: 3 + MultiModelPercentile10: + color: gray + label: '{dataset}' + linestyle: '--' + linewidth: 1 + zorder: 2 + MultiModelPercentile90: + color: gray + label: '{dataset}' + linestyle: '--' + linewidth: 1 + zorder: 2 + default: + color: lightgray + label: null + linestyle: '-' + linewidth: 1 + zorder: 1 + + fig_03b: + description: Create "benchmarking" seasonal cycle plot. + variables: + tas: + timerange: '2000/2009' + preprocessor: pp_tas_metric + project: CMIP6 + mip: Amon + exp: historical + ensemble: r1i1p1f1 + grid: gr + reference_dataset: HadCRUT5 + additional_datasets: + - {dataset: HadCRUT5, project: OBS, type: ground, version: 5.0.1.0-analysis, tier: 2, reference_for_metric: true} + scripts: + allplots: + script: monitor/multi_datasets.py + plot_folder: '{plot_dir}' + group_variables_by: variable_group + facet_used_for_labels: alias + plots: + benchmarking_annual_cycle: + annual_mean_kwargs: False + plot_kwargs: + 'EMAC (2000-2004)': + color: red + label: '{alias}' + linestyle: '-' + linewidth: 1.5 + zorder: 3 + 'EMAC (2005-2009)': + color: darkblue + label: '{alias}' + linestyle: '-' + linewidth: 1.5 + zorder: 3 diff --git a/esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig04_diurncycle.yml b/esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig04_diurncycle.yml new file mode 100644 index 0000000000..d664a200c3 --- /dev/null +++ b/esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig04_diurncycle.yml @@ -0,0 +1,225 @@ +# ESMValTool +--- +documentation: + title: Lauer et al., Geosci. Model Dev., Figure 4. + description: > + Benchmarking: diurnal cycle. + authors: + - lauer_axel + - bock_lisa + - hassler_birgit + - lindenlaub_lukas + - schlund_manuel + maintainer: + - lauer_axel + references: + - lauer24gmd + projects: + - dlrmabak + + +datasets: + - {dataset: ACCESS-CM2, grid: gn, institute: CSIRO-ARCCSS} + - {dataset: ACCESS-ESM1-5, grid: gn, institute: CSIRO} + - {dataset: AWI-CM-1-1-MR, grid: gn} + - {dataset: AWI-ESM-1-1-LR, grid: gn} + - {dataset: BCC-CSM2-MR, grid: gn} + - {dataset: CNRM-CM6-1, ensemble: r1i1p1f2} + - {dataset: CNRM-ESM2-1, ensemble: r1i1p1f2} + - {dataset: EC-Earth3-Veg} + - {dataset: FGOALS-g3, grid: gn} + - {dataset: GISS-E2-1-G, grid: gn} + - {dataset: HadGEM3-GC31-LL, ensemble: r1i1p1f3, grid: gn} + - {dataset: HadGEM3-GC31-MM, ensemble: r1i1p1f3, grid: gn} + - {dataset: IPSL-CM6A-LR} + - {dataset: KACE-1-0-G} + - {dataset: MIROC6, grid: gn} + - {dataset: MIROC-ES2L, ensemble: r1i1p1f2, grid: gn} + - {dataset: MPI-ESM-1-2-HAM, grid: gn} + - {dataset: MPI-ESM1-2-HR, grid: gn} + - {dataset: MPI-ESM1-2-LR, grid: gn} + - {dataset: MRI-ESM2-0, grid: gn} + - {dataset: NESM3, grid: gn} + - {dataset: SAM0-UNICON, grid: gn} + - {dataset: UKESM1-0-LL, ensemble: r1i1p1f2, grid: gn} + - {dataset: EMAC, project: EMAC, benchmark_dataset: true, exp: esmvaltest01, channel: 3hr, frequency: 3hr, supplementary_variables: [{short_name: areacella, skip: true}, {short_name: sftlf, skip: true}], timerange: '2004/2004', alias: 'EMAC (2004)'} + - {dataset: EMAC, project: EMAC, benchmark_dataset: true, exp: esmvaltest01, channel: 3hr, frequency: 3hr, supplementary_variables: [{short_name: areacella, skip: true}, {short_name: sftlf, skip: true}], timerange: '2005/2005', alias: 'EMAC (2005)'} + +preprocessors: + + pp_diurn_Tropics: + custom_order: true + regrid: + target_grid: 2x2 + scheme: linear + local_solar_time: + extract_region: + start_longitude: 0 + end_longitude: 360 + start_latitude: -30 + end_latitude: 30 + mask_landsea: + mask_out: land + resample_hours: + interval: 3 + offset: 1 + interpolate: linear + area_statistics: + operator: mean + climate_statistics: + period: hourly + convert_units: + units: mm day-1 + multi_model_statistics: + span: overlap + statistics: + - operator: percentile + percent: 10 + - operator: percentile + percent: 90 + exclude: [reference_dataset, EMAC] + + pp_diurn_Tropics_metric: + custom_order: true + regrid: + target_grid: 2x2 + scheme: linear + local_solar_time: + extract_region: + start_longitude: 0 + end_longitude: 360 + start_latitude: -30 + end_latitude: 30 + mask_landsea: + mask_out: land + resample_hours: + interval: 3 + offset: 1 + interpolate: linear + climate_statistics: + period: hourly + convert_units: + units: mm day-1 + distance_metric: + metric: rmse + coords: [longitude, latitude] + multi_model_statistics: + span: overlap + statistics: + - operator: percentile + percent: 10 + - operator: percentile + percent: 90 + exclude: [reference_dataset, EMAC] + + +diagnostics: + + fig_04a: + description: Classical diurnal cycle plot including reference dataset. + variables: + pr_tropics: + project: CMIP6 + timerange: 2004/2005 + preprocessor: pp_diurn_Tropics + short_name: pr + exp: historical + mip: 3hr + ensemble: r1i1p1f1 + grid: gr + reference_dataset: ERA5 + additional_datasets: + - {dataset: ERA5, project: native6, type: reanaly, version: 'v1', frequency: 1hr, + tier: 3, alias: ERA5} + scripts: + allplots: + script: monitor/multi_datasets.py + plot_folder: '{plot_dir}' + plot_filename: '{plot_type}_{real_name}_{mip}' + group_variables_by: variable_group + facet_used_for_labels: alias + plots: + diurnal_cycle: + annual_mean_kwargs: False + legend_kwargs: + loc: upper right + plot_kwargs: + 'EMAC (2004)': + color: red + label: '{alias}' + linestyle: '-' + linewidth: 2 + zorder: 4 + 'EMAC (2005)': + color: darkblue + label: '{alias}' + linestyle: '-' + linewidth: 2 + zorder: 4 + ERA5: + color: black + label: '{dataset}' + linestyle: '-' + linewidth: 2 + zorder: 3 + MultiModelPercentile10: + color: gray + label: '{dataset}' + linestyle: '--' + linewidth: 1 + zorder: 2 + MultiModelPercentile90: + color: gray + label: '{dataset}' + linestyle: '--' + linewidth: 1 + zorder: 2 + default: + color: lightgray + label: null + linestyle: '-' + linewidth: 1 + zorder: 1 + + fig_04b: + description: Create "benchmarking" diurnal cycle plot. + variables: + pr_tropics: + project: CMIP6 + timerange: 2004/2005 + preprocessor: pp_diurn_Tropics_metric + short_name: pr + exp: historical + mip: 3hr + ensemble: r1i1p1f1 + grid: gr + reference_dataset: ERA5 + additional_datasets: + - {dataset: ERA5, project: native6, type: reanaly, version: 'v1', frequency: 1hr, + tier: 3, reference_for_metric: true, alias: ERA5} + scripts: + allplots: + script: monitor/multi_datasets.py + plot_folder: '{plot_dir}' + plot_filename: '{plot_type}_{real_name}_{mip}' + group_variables_by: variable_group + facet_used_for_labels: alias + plots: + benchmarking_diurnal_cycle: + legend_kwargs: + loc: upper right + plot_kwargs: + 'EMAC (2004)': + color: red + label: '{alias}' + linestyle: '-' + linewidth: 2 + zorder: 4 + 'EMAC (2005)': + color: darkblue + label: '{alias}' + linestyle: '-' + linewidth: 2 + zorder: 4 + pyplot_kwargs: + title: '{short_name}' diff --git a/esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig05_maps.yml b/esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig05_maps.yml new file mode 100644 index 0000000000..20309b6a97 --- /dev/null +++ b/esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig05_maps.yml @@ -0,0 +1,127 @@ +# ESMValTool +--- +documentation: + title: Lauer et al., Geosci. Model Dev., Figure 5. + description: > + Benchmarking: map plots. + authors: + - lauer_axel + - bock_lisa + - hassler_birgit + - lindenlaub_lukas + - schlund_manuel + maintainer: + - lauer_axel + references: + - lauer24gmd + projects: + - dlrmabak + + +datasets: + - {dataset: ACCESS-CM2, grid: gn, institute: CSIRO-ARCCSS} + - {dataset: ACCESS-ESM1-5, grid: gn, institute: CSIRO} + - {dataset: AWI-CM-1-1-MR, grid: gn} + - {dataset: AWI-ESM-1-1-LR, grid: gn} + - {dataset: BCC-CSM2-MR, grid: gn} + - {dataset: BCC-ESM1, grid: gn} + - {dataset: CAMS-CSM1-0, grid: gn} + - {dataset: CanESM5, grid: gn} + - {dataset: CanESM5-CanOE, grid: gn, ensemble: r1i1p2f1} + - {dataset: CESM2, grid: gn} + - {dataset: CESM2-FV2, grid: gn, institute: NCAR} + - {dataset: CESM2-WACCM, grid: gn, institute: NCAR} + - {dataset: CESM2-WACCM-FV2, grid: gn, institute: NCAR} + - {dataset: CIESM} + - {dataset: CNRM-CM6-1, ensemble: r1i1p1f2} + - {dataset: CNRM-CM6-1-HR, ensemble: r1i1p1f2} + - {dataset: CNRM-ESM2-1, ensemble: r1i1p1f2} + - {dataset: E3SM-1-0} + - {dataset: E3SM-1-1, institute: E3SM-Project} + - {dataset: EC-Earth3-Veg} + - {dataset: FGOALS-f3-L} + - {dataset: FGOALS-g3, grid: gn} + - {dataset: FIO-ESM-2-0, grid: gn} + - {dataset: GFDL-ESM4, grid: gr1} + - {dataset: GISS-E2-1-G, grid: gn} + - {dataset: GISS-E2-1-H, grid: gn} + - {dataset: HadGEM3-GC31-LL, ensemble: r1i1p1f3, grid: gn} + - {dataset: HadGEM3-GC31-MM, ensemble: r1i1p1f3, grid: gn} + - {dataset: INM-CM4-8, grid: gr1} + - {dataset: INM-CM5-0, grid: gr1} + - {dataset: IPSL-CM6A-LR} + - {dataset: KACE-1-0-G} + - {dataset: MCM-UA-1-0, grid: gn} + - {dataset: MIROC6, grid: gn} + - {dataset: MIROC-ES2L, ensemble: r1i1p1f2, grid: gn} + - {dataset: MPI-ESM-1-2-HAM, grid: gn} + - {dataset: MPI-ESM1-2-HR, grid: gn} + - {dataset: MPI-ESM1-2-LR, grid: gn} + - {dataset: MRI-ESM2-0, grid: gn} + - {dataset: NESM3, grid: gn} + - {dataset: NorESM2-LM, grid: gn, institute: NCC} + - {dataset: NorESM2-MM, grid: gn, institute: NCC} + - {dataset: SAM0-UNICON, grid: gn} + - {dataset: UKESM1-0-LL, ensemble: r1i1p1f2, grid: gn} + - {dataset: EMAC, project: EMAC, benchmark_dataset: true, exp: esmvaltest01, supplementary_variables: [{short_name: areacella, skip: true}]} + + +preprocessors: + + pp_pr: + custom_order: true + regrid_time: + calendar: standard + regrid: + target_grid: 2x2 + scheme: linear + convert_units: + units: mm day-1 + distance_metric: + metric: rmse + coords: [time] + multi_model_statistics: + span: overlap + statistics: + - operator: percentile + percent: 90 + exclude: [reference_dataset, EMAC] + + +diagnostics: + + fig_05a: + description: Plot RMSE map. + variables: + pr: &var_settings + timerange: '2000/2004' + preprocessor: pp_pr + project: CMIP6 + mip: Amon + exp: historical + ensemble: r1i1p1f1 + grid: gr + reference_dataset: GPCP-SG + additional_datasets: + - {dataset: GPCP-SG, project: OBS, type: atmos, version: 2.3, tier: 2, reference_for_metric: true, alias: GPCP-SG} + scripts: &script_settings + allplots: + script: monitor/multi_datasets.py + plot_folder: '{plot_dir}' + group_variables_by: variable_group + plots: + benchmarking_map: + rasterize: False + plot_kwargs: + default: + cmap: 'cool' + levels: [0.0, 0.5, 1.0, 2.0, 3.0, 5.0, 7.5, 10.0] + + fig_05b: + description: Plot RMSE map. + variables: + pr: + <<: *var_settings + timerange: '2005/2009' + scripts: + <<: *script_settings diff --git a/esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig06_zonal.yml b/esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig06_zonal.yml new file mode 100644 index 0000000000..136059771f --- /dev/null +++ b/esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig06_zonal.yml @@ -0,0 +1,135 @@ +# ESMValTool +--- +documentation: + title: Lauer et al., Geosci. Model Dev., Figure 6. + description: > + Benchmarking: zonal mean plots. + authors: + - lauer_axel + - bock_lisa + - hassler_birgit + - lindenlaub_lukas + - schlund_manuel + maintainer: + - lauer_axel + references: + - lauer24gmd + projects: + - dlrmabak + + +datasets: + - {dataset: ACCESS-CM2, grid: gn, institute: CSIRO-ARCCSS} + - {dataset: ACCESS-ESM1-5, grid: gn, institute: CSIRO} + - {dataset: AWI-CM-1-1-MR, grid: gn} + - {dataset: AWI-ESM-1-1-LR, grid: gn} + - {dataset: BCC-CSM2-MR, grid: gn} + - {dataset: BCC-ESM1, grid: gn} + - {dataset: CAMS-CSM1-0, grid: gn} + - {dataset: CanESM5, grid: gn} + - {dataset: CanESM5-CanOE, grid: gn, ensemble: r1i1p2f1} + - {dataset: CESM2, grid: gn} + - {dataset: CESM2-FV2, grid: gn, institute: NCAR} + - {dataset: CESM2-WACCM, grid: gn, institute: NCAR} + - {dataset: CESM2-WACCM-FV2, grid: gn, institute: NCAR} + - {dataset: CIESM} + - {dataset: CNRM-CM6-1, ensemble: r1i1p1f2} + - {dataset: CNRM-CM6-1-HR, ensemble: r1i1p1f2} + - {dataset: CNRM-ESM2-1, ensemble: r1i1p1f2} + - {dataset: E3SM-1-0} + - {dataset: E3SM-1-1, institute: E3SM-Project} + - {dataset: EC-Earth3-Veg} + - {dataset: FGOALS-f3-L} + - {dataset: FGOALS-g3, grid: gn} + - {dataset: GFDL-ESM4, grid: gr1} + - {dataset: GISS-E2-1-G, grid: gn} + - {dataset: GISS-E2-1-H, grid: gn} + - {dataset: HadGEM3-GC31-LL, ensemble: r1i1p1f3, grid: gn} + - {dataset: HadGEM3-GC31-MM, ensemble: r1i1p1f3, grid: gn} + - {dataset: INM-CM4-8, grid: gr1} + - {dataset: INM-CM5-0, grid: gr1} + - {dataset: IPSL-CM6A-LR} + - {dataset: KACE-1-0-G} + - {dataset: MCM-UA-1-0, grid: gn} + - {dataset: MIROC6, grid: gn} + - {dataset: MIROC-ES2L, ensemble: r1i1p1f2, grid: gn} + - {dataset: MPI-ESM-1-2-HAM, grid: gn} + - {dataset: MPI-ESM1-2-HR, grid: gn} + - {dataset: MPI-ESM1-2-LR, grid: gn} + - {dataset: MRI-ESM2-0, grid: gn} + - {dataset: NESM3, grid: gn} + - {dataset: NorESM2-LM, grid: gn, institute: NCC} + - {dataset: NorESM2-MM, grid: gn, institute: NCC} + - {dataset: SAM0-UNICON, grid: gn} + - {dataset: UKESM1-0-LL, ensemble: r1i1p1f2, grid: gn} + - {dataset: EMAC, project: EMAC, benchmark_dataset: true, exp: esmvaltest01, supplementary_variables: [{short_name: areacella, skip: true}]} + + +preprocessors: + pp_ta: + custom_order: true + regrid_time: + calendar: standard + extract_levels: + levels: {cmor_table: CMIP6, coordinate: plev27} + coordinate: air_pressure + scheme: linear + regrid: + target_grid: 2x2 + scheme: linear + mask_below_threshold: + threshold: 0.0 + climate_statistics: + operator: mean + zonal_statistics: + operator: mean + bias: + bias_type: absolute + multi_model_statistics: + span: overlap + statistics: + - operator: percentile + percent: 10 + - operator: percentile + percent: 90 + exclude: [reference_dataset, EMAC] + + +diagnostics: + + fig_06a: + description: Plot zonal mean profile. + variables: + ta: &var_settings + timerange: '2000/2004' + raw_name: [tm1_p39_ave] + preprocessor: pp_ta + project: CMIP6 + mip: Amon + exp: historical + ensemble: r1i1p1f1 + grid: gr + reference_dataset: ERA5 + additional_datasets: + - {dataset: ERA5, project: native6, type: reanaly, version: 'v1', tier: 3, reference_for_metric: true, reference_for_bias: true} + scripts: &script_settings + allplots: + script: monitor/multi_datasets.py + plot_folder: '{plot_dir}' + group_variables_by: variable_group + plots: + benchmarking_zonal: + rasterize: False + plot_kwargs: + default: + cmap: 'bwr' + levels: [-5, -3, -2, -1, 0, 1, 2, 3, 5] + + fig_06b: + description: Plot zonal mean profile. + variables: + ta: + <<: *var_settings + timerange: '2005/2009' + scripts: + <<: *script_settings diff --git a/esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig07ace_boxplots.yml b/esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig07ace_boxplots.yml new file mode 100644 index 0000000000..4b56a3af59 --- /dev/null +++ b/esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig07ace_boxplots.yml @@ -0,0 +1,433 @@ +# ESMValTool +--- +documentation: + title: Lauer et al., Geosci. Model Dev., Figure 7 a,c,e. + description: > + Benchmarking: Box plots. + authors: + - lauer_axel + - bock_lisa + - hassler_birgit + - lindenlaub_lukas + - schlund_manuel + maintainer: + - bock_lisa + references: + - lauer24gmd + projects: + - dlrmabak + + +datasets: + - {dataset: ACCESS-CM2, grid: gn, institute: CSIRO-ARCCSS} + - {dataset: ACCESS-ESM1-5, grid: gn, institute: CSIRO} + - {dataset: AWI-CM-1-1-MR, grid: gn} + - {dataset: AWI-ESM-1-1-LR, grid: gn} + - {dataset: BCC-CSM2-MR, grid: gn} + - {dataset: BCC-ESM1, grid: gn} + - {dataset: CAMS-CSM1-0, grid: gn} + - {dataset: CanESM5, grid: gn} + - {dataset: CanESM5-CanOE, grid: gn, ensemble: r1i1p2f1} + - {dataset: CESM2, grid: gn} + - {dataset: CESM2-FV2, grid: gn, institute: NCAR} + - {dataset: CESM2-WACCM, grid: gn, institute: NCAR} + - {dataset: CESM2-WACCM-FV2, grid: gn, institute: NCAR} + - {dataset: CIESM} + - {dataset: CNRM-CM6-1, ensemble: r1i1p1f2} + - {dataset: CNRM-CM6-1-HR, ensemble: r1i1p1f2} + - {dataset: CNRM-ESM2-1, ensemble: r1i1p1f2} + - {dataset: E3SM-1-0} + - {dataset: E3SM-1-1, institute: E3SM-Project} + - {dataset: EC-Earth3-Veg} + - {dataset: FGOALS-f3-L} + - {dataset: FGOALS-g3, grid: gn} + - {dataset: GFDL-ESM4, grid: gr1} + - {dataset: GISS-E2-1-G, grid: gn} + - {dataset: GISS-E2-1-H, grid: gn} + - {dataset: HadGEM3-GC31-LL, ensemble: r1i1p1f3, grid: gn} + - {dataset: HadGEM3-GC31-MM, ensemble: r1i1p1f3, grid: gn} + - {dataset: INM-CM4-8, grid: gr1} + - {dataset: INM-CM5-0, grid: gr1} + - {dataset: IPSL-CM6A-LR} + - {dataset: KACE-1-0-G} + - {dataset: MIROC-ES2L, ensemble: r1i1p1f2, grid: gn} + - {dataset: MPI-ESM-1-2-HAM, grid: gn} + - {dataset: MPI-ESM1-2-HR, grid: gn} + - {dataset: MPI-ESM1-2-LR, grid: gn} + - {dataset: MRI-ESM2-0, grid: gn} + - {dataset: NESM3, grid: gn} + - {dataset: NorESM2-LM, grid: gn, institute: NCC} + - {dataset: NorESM2-MM, grid: gn, institute: NCC} + - {dataset: SAM0-UNICON, grid: gn} + - {dataset: UKESM1-0-LL, ensemble: r1i1p1f2, grid: gn} + - {dataset: MIROC6, grid: gn} + # Dataset to be benchmarked + - {dataset: EMAC, project: EMAC, benchmark_dataset: true, exp: esmvaltest01, supplementary_variables: [{short_name: areacella, skip: true}, {short_name: sftlf, skip: true}]} + + +VAR_SETTINGS: &var_settings + project: CMIP6 + mip: Amon + exp: historical + ensemble: r1i1p1f1 + grid: gr + timerange: '2000/2004' + + +preprocessors: + + rmse: + custom_order: true + climate_statistics: + operator: mean + regrid: + target_grid: 2x2 + scheme: nearest + distance_metric: + metric: weighted_rmse + coords: [latitude, longitude] + + rmse_pr: + custom_order: true + climate_statistics: + operator: mean + regrid: + target_grid: 2x2 + scheme: nearest + convert_units: + units: mm day-1 + distance_metric: + metric: weighted_rmse + coords: [latitude, longitude] + + rmse_sst: + custom_order: true + climate_statistics: + operator: mean + mask_below_threshold: + threshold: 273.15 + regrid: + target_grid: 2x2 + scheme: nearest + distance_metric: + metric: weighted_rmse + coords: [latitude, longitude] + + rmse_land: + custom_order: true + climate_statistics: + operator: mean + regrid: + target_grid: 2x2 + scheme: nearest + mask_landsea: + mask_out: sea + distance_metric: + metric: weighted_rmse + coords: [latitude, longitude] + + pearsonr: + custom_order: true + climate_statistics: + operator: mean + regrid: + target_grid: 2x2 + scheme: nearest + distance_metric: + metric: weighted_pearsonr + coords: [latitude, longitude] + + pearsonr_pr: + custom_order: true + climate_statistics: + operator: mean + regrid: + target_grid: 2x2 + scheme: nearest + convert_units: + units: mm day-1 + distance_metric: + metric: weighted_pearsonr + coords: [latitude, longitude] + + pearsonr_sst: + custom_order: true + climate_statistics: + operator: mean + mask_below_threshold: + threshold: 273.15 + regrid: + target_grid: 2x2 + scheme: nearest + distance_metric: + metric: weighted_pearsonr + coords: [latitude, longitude] + + pearsonr_land: + custom_order: true + climate_statistics: + operator: mean + regrid: + target_grid: 2x2 + scheme: nearest + mask_landsea: + mask_out: sea + distance_metric: + metric: weighted_pearsonr + coords: [latitude, longitude] + + emd: + custom_order: true + climate_statistics: + operator: mean + regrid: + target_grid: 2x2 + scheme: nearest + distance_metric: + metric: weighted_emd + coords: [latitude, longitude] + + emd_pr: + custom_order: true + climate_statistics: + operator: mean + regrid: + target_grid: 2x2 + scheme: nearest + convert_units: + units: mm day-1 + distance_metric: + metric: weighted_emd + coords: [latitude, longitude] + + emd_sst: + custom_order: true + climate_statistics: + operator: mean + mask_below_threshold: + threshold: 273.15 + regrid: + target_grid: 2x2 + scheme: nearest + distance_metric: + metric: weighted_emd + coords: [latitude, longitude] + + emd_land: + custom_order: true + climate_statistics: + operator: mean + regrid: + target_grid: 2x2 + scheme: nearest + mask_landsea: + mask_out: sea + distance_metric: + metric: weighted_emd + coords: [latitude, longitude] + + +diagnostics: + + fig_07a: + description: Plot boxplots for different variables. + variables: + tas_land: + <<: *var_settings + preprocessor: rmse_land + short_name: tas + additional_datasets: + - {dataset: HadCRUT5, project: OBS, type: ground, + version: 5.0.1.0-analysis, tier: 2, reference_for_metric: true} + lwcre: + <<: *var_settings + preprocessor: rmse + derive: true + force_derivation: true + channel: Amon + additional_datasets: + - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} + pr: + <<: *var_settings + preprocessor: rmse_pr + additional_datasets: + - {dataset: GPCP-SG, project: OBS, type: atmos, version: 2.3, tier: 2, + reference_for_metric: true} + psl: + <<: *var_settings + preprocessor: rmse + additional_datasets: + - {dataset: ERA5, project: native6, type: reanaly, version: v1, + tier: 3, reference_for_metric: true} + rlut: + <<: *var_settings + preprocessor: rmse + additional_datasets: + - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} + rsut: + <<: *var_settings + preprocessor: rmse + additional_datasets: + - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} + swcre: + <<: *var_settings + preprocessor: rmse + derive: true + force_derivation: true + channel: Amon + additional_datasets: + - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} + sst: + <<: *var_settings + preprocessor: rmse_sst + short_name: ts + additional_datasets: + - {dataset: HadISST, project: OBS, type: reanaly, version: 1, tier: 2, reference_for_metric: true} + scripts: + allplots: + script: monitor/multi_datasets.py + plot_folder: '{plot_dir}' + group_variables_by: variable_group + plots: + benchmarking_boxplot: + var_order: ['tas_land', 'sst', 'pr', 'psl', 'rsut', 'rlut', 'swcre', 'lwcre'] + + + fig_07c: + description: Plot boxplots for different variables. + variables: + tas_land: + <<: *var_settings + short_name: tas + preprocessor: pearsonr_land + additional_datasets: + - {dataset: HadCRUT5, project: OBS, type: ground, + version: 5.0.1.0-analysis, tier: 2, reference_for_metric: true} + lwcre: + <<: *var_settings + preprocessor: pearsonr + derive: true + force_derivation: true + channel: Amon + additional_datasets: + - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} + pr: + <<: *var_settings + preprocessor: pearsonr_pr + additional_datasets: + - {dataset: GPCP-SG, project: OBS, type: atmos, version: 2.3, tier: 2, + reference_for_metric: true} + psl: + <<: *var_settings + preprocessor: pearsonr + additional_datasets: + - {dataset: ERA5, project: native6, type: reanaly, version: v1, + tier: 3, reference_for_metric: true} + rlut: + <<: *var_settings + preprocessor: pearsonr + additional_datasets: + - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} + rsut: + <<: *var_settings + preprocessor: pearsonr + additional_datasets: + - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} + swcre: + <<: *var_settings + preprocessor: pearsonr + derive: true + force_derivation: true + channel: Amon + additional_datasets: + - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} + sst: + <<: *var_settings + preprocessor: pearsonr_sst + short_name: ts + additional_datasets: + - {dataset: HadISST, project: OBS, type: reanaly, version: 1, tier: 2, reference_for_metric: true} + scripts: + allplots: + script: monitor/multi_datasets.py + plot_folder: '{plot_dir}' + group_variables_by: variable_group + plots: + benchmarking_boxplot: + var_order: ['tas_land', 'sst', 'pr', 'psl', 'rsut', 'rlut', 'swcre', 'lwcre'] + + + fig_07e: + description: Plot boxplots for different variables. + variables: + tas_land: + <<: *var_settings + preprocessor: emd_land + short_name: tas + additional_datasets: + - {dataset: HadCRUT5, project: OBS, type: ground, + version: 5.0.1.0-analysis, tier: 2, reference_for_metric: true} + lwcre: + <<: *var_settings + preprocessor: emd + derive: true + force_derivation: true + channel: Amon + additional_datasets: + - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} + pr: + <<: *var_settings + preprocessor: emd_pr + additional_datasets: + - {dataset: GPCP-SG, project: OBS, type: atmos, version: 2.3, tier: 2, + reference_for_metric: true} + psl: + <<: *var_settings + preprocessor: emd + additional_datasets: + - {dataset: ERA5, project: native6, type: reanaly, version: v1, + tier: 3, reference_for_metric: true} + rlut: + <<: *var_settings + preprocessor: emd + additional_datasets: + - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} + rsut: + <<: *var_settings + preprocessor: emd + additional_datasets: + - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} + swcre: + <<: *var_settings + preprocessor: emd + derive: true + force_derivation: true + channel: Amon + additional_datasets: + - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} + sst: + <<: *var_settings + preprocessor: emd_sst + short_name: ts + additional_datasets: + - {dataset: HadISST, project: OBS, type: reanaly, version: 1, tier: 2, reference_for_metric: true} + scripts: + allplots: + script: monitor/multi_datasets.py + plot_folder: '{plot_dir}' + group_variables_by: variable_group + plots: + benchmarking_boxplot: + var_order: ['tas_land', 'sst', 'pr', 'psl', 'rsut', 'rlut', 'swcre', 'lwcre'] diff --git a/esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig07bdf_boxplots.yml b/esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig07bdf_boxplots.yml new file mode 100644 index 0000000000..d852166be9 --- /dev/null +++ b/esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig07bdf_boxplots.yml @@ -0,0 +1,433 @@ +# ESMValTool +--- +documentation: + title: Lauer et al., Geosci. Model Dev., Figure 7 b,d,f. + description: > + Benchmarking: Box plots. + authors: + - lauer_axel + - bock_lisa + - hassler_birgit + - lindenlaub_lukas + - schlund_manuel + maintainer: + - bock_lisa + references: + - lauer24gmd + projects: + - dlrmabak + + +datasets: + - {dataset: ACCESS-CM2, grid: gn, institute: CSIRO-ARCCSS} + - {dataset: ACCESS-ESM1-5, grid: gn, institute: CSIRO} + - {dataset: AWI-CM-1-1-MR, grid: gn} + - {dataset: AWI-ESM-1-1-LR, grid: gn} + - {dataset: BCC-CSM2-MR, grid: gn} + - {dataset: BCC-ESM1, grid: gn} + - {dataset: CAMS-CSM1-0, grid: gn} + - {dataset: CanESM5, grid: gn} + - {dataset: CanESM5-CanOE, grid: gn, ensemble: r1i1p2f1} + - {dataset: CESM2, grid: gn} + - {dataset: CESM2-FV2, grid: gn, institute: NCAR} + - {dataset: CESM2-WACCM, grid: gn, institute: NCAR} + - {dataset: CESM2-WACCM-FV2, grid: gn, institute: NCAR} + - {dataset: CIESM} + - {dataset: CNRM-CM6-1, ensemble: r1i1p1f2} + - {dataset: CNRM-CM6-1-HR, ensemble: r1i1p1f2} + - {dataset: CNRM-ESM2-1, ensemble: r1i1p1f2} + - {dataset: E3SM-1-0} + - {dataset: E3SM-1-1, institute: E3SM-Project} + - {dataset: EC-Earth3-Veg} + - {dataset: FGOALS-f3-L} + - {dataset: FGOALS-g3, grid: gn} + - {dataset: GFDL-ESM4, grid: gr1} + - {dataset: GISS-E2-1-G, grid: gn} + - {dataset: GISS-E2-1-H, grid: gn} + - {dataset: HadGEM3-GC31-LL, ensemble: r1i1p1f3, grid: gn} + - {dataset: HadGEM3-GC31-MM, ensemble: r1i1p1f3, grid: gn} + - {dataset: INM-CM4-8, grid: gr1} + - {dataset: INM-CM5-0, grid: gr1} + - {dataset: IPSL-CM6A-LR} + - {dataset: KACE-1-0-G} + - {dataset: MIROC-ES2L, ensemble: r1i1p1f2, grid: gn} + - {dataset: MPI-ESM-1-2-HAM, grid: gn} + - {dataset: MPI-ESM1-2-HR, grid: gn} + - {dataset: MPI-ESM1-2-LR, grid: gn} + - {dataset: MRI-ESM2-0, grid: gn} + - {dataset: NESM3, grid: gn} + - {dataset: NorESM2-LM, grid: gn, institute: NCC} + - {dataset: NorESM2-MM, grid: gn, institute: NCC} + - {dataset: SAM0-UNICON, grid: gn} + - {dataset: UKESM1-0-LL, ensemble: r1i1p1f2, grid: gn} + - {dataset: MIROC6, grid: gn} + # Dataset to be benchmarked + - {dataset: EMAC, project: EMAC, benchmark_dataset: true, exp: esmvaltest01, supplementary_variables: [{short_name: areacella, skip: true}, {short_name: sftlf, skip: true}]} + + +VAR_SETTINGS: &var_settings + project: CMIP6 + mip: Amon + exp: historical + ensemble: r1i1p1f1 + grid: gr + timerange: '2005/2009' + + +preprocessors: + + rmse: + custom_order: true + climate_statistics: + operator: mean + regrid: + target_grid: 2x2 + scheme: nearest + distance_metric: + metric: weighted_rmse + coords: [latitude, longitude] + + rmse_pr: + custom_order: true + climate_statistics: + operator: mean + regrid: + target_grid: 2x2 + scheme: nearest + convert_units: + units: mm day-1 + distance_metric: + metric: weighted_rmse + coords: [latitude, longitude] + + rmse_sst: + custom_order: true + climate_statistics: + operator: mean + mask_below_threshold: + threshold: 273.15 + regrid: + target_grid: 2x2 + scheme: nearest + distance_metric: + metric: weighted_rmse + coords: [latitude, longitude] + + rmse_land: + custom_order: true + climate_statistics: + operator: mean + regrid: + target_grid: 2x2 + scheme: nearest + mask_landsea: + mask_out: sea + distance_metric: + metric: weighted_rmse + coords: [latitude, longitude] + + pearsonr: + custom_order: true + climate_statistics: + operator: mean + regrid: + target_grid: 2x2 + scheme: nearest + distance_metric: + metric: weighted_pearsonr + coords: [latitude, longitude] + + pearsonr_pr: + custom_order: true + climate_statistics: + operator: mean + regrid: + target_grid: 2x2 + scheme: nearest + convert_units: + units: mm day-1 + distance_metric: + metric: weighted_pearsonr + coords: [latitude, longitude] + + pearsonr_sst: + custom_order: true + climate_statistics: + operator: mean + mask_below_threshold: + threshold: 273.15 + regrid: + target_grid: 2x2 + scheme: nearest + distance_metric: + metric: weighted_pearsonr + coords: [latitude, longitude] + + pearsonr_land: + custom_order: true + climate_statistics: + operator: mean + regrid: + target_grid: 2x2 + scheme: nearest + mask_landsea: + mask_out: sea + distance_metric: + metric: weighted_pearsonr + coords: [latitude, longitude] + + emd: + custom_order: true + climate_statistics: + operator: mean + regrid: + target_grid: 2x2 + scheme: nearest + distance_metric: + metric: weighted_emd + coords: [latitude, longitude] + + emd_pr: + custom_order: true + climate_statistics: + operator: mean + regrid: + target_grid: 2x2 + scheme: nearest + convert_units: + units: mm day-1 + distance_metric: + metric: weighted_emd + coords: [latitude, longitude] + + emd_sst: + custom_order: true + climate_statistics: + operator: mean + mask_below_threshold: + threshold: 273.15 + regrid: + target_grid: 2x2 + scheme: nearest + distance_metric: + metric: weighted_emd + coords: [latitude, longitude] + + emd_land: + custom_order: true + climate_statistics: + operator: mean + regrid: + target_grid: 2x2 + scheme: nearest + mask_landsea: + mask_out: sea + distance_metric: + metric: weighted_emd + coords: [latitude, longitude] + + +diagnostics: + + fig_07b: + description: Plot boxplots for different variables. + variables: + tas_land: + <<: *var_settings + preprocessor: rmse_land + short_name: tas + additional_datasets: + - {dataset: HadCRUT5, project: OBS, type: ground, + version: 5.0.1.0-analysis, tier: 2, reference_for_metric: true} + lwcre: + <<: *var_settings + preprocessor: rmse + derive: true + force_derivation: true + channel: Amon + additional_datasets: + - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} + pr: + <<: *var_settings + preprocessor: rmse_pr + additional_datasets: + - {dataset: GPCP-SG, project: OBS, type: atmos, version: 2.3, tier: 2, + reference_for_metric: true} + psl: + <<: *var_settings + preprocessor: rmse + additional_datasets: + - {dataset: ERA5, project: native6, type: reanaly, version: v1, + tier: 3, reference_for_metric: true} + rlut: + <<: *var_settings + preprocessor: rmse + additional_datasets: + - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} + rsut: + <<: *var_settings + preprocessor: rmse + additional_datasets: + - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} + swcre: + <<: *var_settings + preprocessor: rmse + derive: true + force_derivation: true + channel: Amon + additional_datasets: + - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} + sst: + <<: *var_settings + preprocessor: rmse_sst + short_name: ts + additional_datasets: + - {dataset: HadISST, project: OBS, type: reanaly, version: 1, tier: 2, reference_for_metric: true} + scripts: + allplots: + script: monitor/multi_datasets.py + plot_folder: '{plot_dir}' + group_variables_by: variable_group + plots: + benchmarking_boxplot: + var_order: ['tas_land', 'sst', 'pr', 'psl', 'rsut', 'rlut', 'swcre', 'lwcre'] + + + fig_07d: + description: Plot boxplots for different variables. + variables: + tas_land: + <<: *var_settings + short_name: tas + preprocessor: pearsonr_land + additional_datasets: + - {dataset: HadCRUT5, project: OBS, type: ground, + version: 5.0.1.0-analysis, tier: 2, reference_for_metric: true} + lwcre: + <<: *var_settings + preprocessor: pearsonr + derive: true + force_derivation: true + channel: Amon + additional_datasets: + - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} + pr: + <<: *var_settings + preprocessor: pearsonr_pr + additional_datasets: + - {dataset: GPCP-SG, project: OBS, type: atmos, version: 2.3, tier: 2, + reference_for_metric: true} + psl: + <<: *var_settings + preprocessor: pearsonr + additional_datasets: + - {dataset: ERA5, project: native6, type: reanaly, version: v1, + tier: 3, reference_for_metric: true} + rlut: + <<: *var_settings + preprocessor: pearsonr + additional_datasets: + - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} + rsut: + <<: *var_settings + preprocessor: pearsonr + additional_datasets: + - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} + swcre: + <<: *var_settings + preprocessor: pearsonr + derive: true + force_derivation: true + channel: Amon + additional_datasets: + - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} + sst: + <<: *var_settings + preprocessor: pearsonr_sst + short_name: ts + additional_datasets: + - {dataset: HadISST, project: OBS, type: reanaly, version: 1, tier: 2, reference_for_metric: true} + scripts: + allplots: + script: monitor/multi_datasets.py + plot_folder: '{plot_dir}' + group_variables_by: variable_group + plots: + benchmarking_boxplot: + var_order: ['tas_land', 'sst', 'pr', 'psl', 'rsut', 'rlut', 'swcre', 'lwcre'] + + + fig_07f: + description: Plot boxplots for different variables. + variables: + tas_land: + <<: *var_settings + preprocessor: emd_land + short_name: tas + additional_datasets: + - {dataset: HadCRUT5, project: OBS, type: ground, + version: 5.0.1.0-analysis, tier: 2, reference_for_metric: true} + lwcre: + <<: *var_settings + preprocessor: emd + derive: true + force_derivation: true + channel: Amon + additional_datasets: + - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} + pr: + <<: *var_settings + preprocessor: emd_pr + additional_datasets: + - {dataset: GPCP-SG, project: OBS, type: atmos, version: 2.3, tier: 2, + reference_for_metric: true} + psl: + <<: *var_settings + preprocessor: emd + additional_datasets: + - {dataset: ERA5, project: native6, type: reanaly, version: v1, + tier: 3, reference_for_metric: true} + rlut: + <<: *var_settings + preprocessor: emd + additional_datasets: + - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} + rsut: + <<: *var_settings + preprocessor: emd + additional_datasets: + - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} + swcre: + <<: *var_settings + preprocessor: emd + derive: true + force_derivation: true + channel: Amon + additional_datasets: + - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} + sst: + <<: *var_settings + preprocessor: emd_sst + short_name: ts + additional_datasets: + - {dataset: HadISST, project: OBS, type: reanaly, version: 1, tier: 2, reference_for_metric: true} + scripts: + allplots: + script: monitor/multi_datasets.py + plot_folder: '{plot_dir}' + group_variables_by: variable_group + plots: + benchmarking_boxplot: + var_order: ['tas_land', 'sst', 'pr', 'psl', 'rsut', 'rlut', 'swcre', 'lwcre'] diff --git a/esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig08_portrait.yml b/esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig08_portrait.yml new file mode 100644 index 0000000000..a758b3da8e --- /dev/null +++ b/esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig08_portrait.yml @@ -0,0 +1,244 @@ +# ESMValTool +# +--- +documentation: + title: Lauer et al., Geosci. Model Dev., Figure 8. + description: > + Portrait diagram. + authors: + - lauer_axel + - bock_lisa + - hassler_birgit + - lindenlaub_lukas + - schlund_manuel + maintainer: + - lindenlaub_lukas + references: + - eyring21ipcc + - lauer24gmd + projects: + - dlrmabak + + +ref_tag: &ref_tag + reference_for_metric: true + reference_for_bias: true + + +preprocessors: + default: &preproc_default + regrid: + target_grid: 2x2 + scheme: linear + climate_statistics: + operator: mean + period: month + rmse: + <<: *preproc_default + distance_metric: + metric: weighted_rmse + rmse_ocean: + <<: *preproc_default + mask_below_threshold: + threshold: 273.15 + mask_landsea: + mask_out: land + distance_metric: + metric: weighted_rmse + rmse_land: + <<: *preproc_default + mask_landsea: + mask_out: sea + distance_metric: + metric: weighted_rmse + + +VAR_SETTINGS: &var_settings + project: CMIP6 + mip: Amon + exp: historical + ensemble: r1i1p1f1 + grid: gr + timerange: 2000/2009 + + +datasets: + - {alias: ACCESS-CM2, dataset: ACCESS-CM2, grid: gn, institute: CSIRO-ARCCSS} + - {alias: ACCESS-ESM1-5, dataset: ACCESS-ESM1-5, grid: gn, institute: CSIRO} + - {alias: AWI-CM-1-1-MR, dataset: AWI-CM-1-1-MR, grid: gn} + - {alias: AWI-ESM-1-1-LR, dataset: AWI-ESM-1-1-LR, grid: gn} + - {alias: BCC-CSM2-MR, dataset: BCC-CSM2-MR, grid: gn} + - {alias: BCC-ESM1, dataset: BCC-ESM1, grid: gn} + - {alias: CAMS-CSM1-0, dataset: CAMS-CSM1-0, grid: gn} + - {alias: CanESM5, dataset: CanESM5, grid: gn} + - {alias: CanESM5-CanOE, dataset: CanESM5-CanOE, grid: gn, ensemble: r1i1p2f1} + - {alias: CESM2, dataset: CESM2, grid: gn} + - {alias: CESM2-FV2, dataset: CESM2-FV2, grid: gn, institute: NCAR} + - {alias: CESM2-WACCM, dataset: CESM2-WACCM, grid: gn, institute: NCAR} + - {alias: CESM2-WACCM-FV2, dataset: CESM2-WACCM-FV2, grid: gn, institute: NCAR} + - {alias: CIESM, dataset: CIESM} + - {alias: CNRM-CM6-1, dataset: CNRM-CM6-1, ensemble: r1i1p1f2} + - {alias: CNRM-CM6-1-HR, dataset: CNRM-CM6-1-HR, ensemble: r1i1p1f2} + - {alias: CNRM-ESM2-1, dataset: CNRM-ESM2-1, ensemble: r1i1p1f2} + - {alias: E3SM-1-0, dataset: E3SM-1-0} + - {alias: EC-Earth3-Veg, dataset: EC-Earth3-Veg} + - {alias: FGOALS-f3-L, dataset: FGOALS-f3-L} + - {alias: FGOALS-g3, dataset: FGOALS-g3, grid: gn} + - {alias: GFDL-ESM4, dataset: GFDL-ESM4, grid: gr1} + - {alias: GISS-E2-1-G, dataset: GISS-E2-1-G, grid: gn} + - {alias: GISS-E2-1-H, dataset: GISS-E2-1-H, grid: gn} + - {alias: HadGEM3-GC31-LL, dataset: HadGEM3-GC31-LL, ensemble: r1i1p1f3, grid: gn} + - {alias: HadGEM3-GC31-MM, dataset: HadGEM3-GC31-MM, ensemble: r1i1p1f3, grid: gn} + - {alias: INM-CM4-8, dataset: INM-CM4-8, grid: gr1} + - {alias: INM-CM5-0, dataset: INM-CM5-0, grid: gr1} + - {alias: IPSL-CM6A-LR, dataset: IPSL-CM6A-LR} + - {alias: KACE-1-0-G, dataset: KACE-1-0-G} + - {alias: MIROC-ES2L, dataset: MIROC-ES2L, ensemble: r1i1p1f2, grid: gn} + - {alias: MPI-ESM-1-2-HAM, dataset: MPI-ESM-1-2-HAM, grid: gn} + - {alias: MPI-ESM1-2-HR, dataset: MPI-ESM1-2-HR, grid: gn} + - {alias: MPI-ESM1-2-LR, dataset: MPI-ESM1-2-LR, grid: gn} + - {alias: MRI-ESM2-0, dataset: MRI-ESM2-0, grid: gn} + - {alias: NESM3, dataset: NESM3, grid: gn} + - {alias: NorESM2-LM, dataset: NorESM2-LM, grid: gn, institute: NCC} + - {alias: NorESM2-MM, dataset: NorESM2-MM, grid: gn, institute: NCC} + - {alias: SAM0-UNICON, dataset: SAM0-UNICON, grid: gn} + - {alias: UKESM1-0-LL, dataset: UKESM1-0-LL, ensemble: r1i1p1f2, grid: gn} + - {dataset: EMAC, project: EMAC, exp: esmvaltest01, supplementary_variables: [{short_name: sftlf, skip: true}, {short_name: areacella, skip: true}], timerange: 2000/2004, alias: EMAC (2000-2004)} + - {dataset: EMAC, project: EMAC, exp: esmvaltest01, supplementary_variables: [{short_name: sftlf, skip: true}, {short_name: areacella, skip: true}], timerange: 2005/2009, alias: EMAC (2005-2009)} + +ERA5_REF: &era5_ref + split: Ref1 + additional_datasets: + - {dataset: ERA5, project: native6, type: reanaly, version: v1, tier: 3, <<: *ref_tag} + +diagnostics: + fig_08: + variables: + tas: + <<: *var_settings + variable: tas_land + preprocessor: rmse_land + <<: *era5_ref + tas_2: + <<: *var_settings + short_name: tas + preprocessor: rmse_land + split: Ref2 + variable: tas_land + additional_datasets: + - {dataset: HadCRUT5, project: OBS, type: ground, + version: 5.0.1.0-analysis, tier: 2, <<: *ref_tag} + lwcre: + <<: *var_settings + preprocessor: rmse + variable: lwcre + derive: true + force_derivation: true + channel: Amon + split: Ref1 + additional_datasets: + - {dataset: ISCCP-FH, project: OBS, type: sat, version: v0, + tier: 2, start_year: 2000, end_year: 2009, <<: *ref_tag} + lwcre_2: + <<: *var_settings + preprocessor: rmse + short_name: lwcre + variable: lwcre + derive: true + force_derivation: true + split: Ref2 + channel: Amon + additional_datasets: + - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + tier: 2, start_year: 2001, end_year: 2009, <<: *ref_tag} + pr: &var_rmse + variable: pr + <<: *var_settings + preprocessor: rmse + <<: *era5_ref + pr_2: + variable: pr + short_name: pr + <<: *var_rmse + split: Ref2 + additional_datasets: + - {dataset: GPCP-SG, project: OBS, type: atmos, version: 2.3, tier: 2, + <<: *ref_tag} + psl: + variable: psl + <<: *var_rmse + <<: *era5_ref + rlut: + variable: rlut + <<: *var_rmse + <<: *era5_ref + rlut_2: + variable: rlut + short_name: rlut + <<: *var_rmse + split: Ref2 + additional_datasets: + - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + tier: 2, start_year: 2001, end_year: 2009, <<: *ref_tag} + rsut: + <<: *var_rmse + variable: rsut + additional_datasets: + - {dataset: ISCCP-FH, project: OBS, type: sat, version: v0, + tier: 2, start_year: 2000, end_year: 2009, <<: *ref_tag} + rsut_2: + variable: rsut + short_name: rsut + <<: *var_rmse + split: Ref2 + additional_datasets: + - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + tier: 2, start_year: 2001, end_year: 2009, <<: *ref_tag} + swcre: + variable: swcre + <<: *var_rmse + derive: true + force_derivation: true + channel: Amon + additional_datasets: + - {dataset: ISCCP-FH, project: OBS, type: sat, version: v0, + tier: 2, start_year: 2000, end_year: 2009, <<: *ref_tag} + swcre_2: + variable: swcre + short_name: swcre + <<: *var_rmse + channel: Amon + derive: true + force_derivation: true + split: Ref2 + additional_datasets: + - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + tier: 2, start_year: 2001, end_year: 2009, <<: *ref_tag} + ts: + variable: sst + <<: *var_rmse + <<: *era5_ref + preprocessor: rmse_ocean + ts_2: + variable: sst + short_name: ts + <<: *var_rmse + split: Ref2 + preprocessor: rmse_ocean + additional_datasets: + - {dataset: HadISST, project: OBS, type: reanaly, version: 1, tier: 2, <<: *ref_tag} + scripts: + portrait: + script: perfmetrics/portrait_plot.py + x_by: alias + y_by: variable # use extra_facet since group and short_name don't work + group_by: project + normalize: "centered_median" + default_split: ERA5 + nan_color: null + plot_kwargs: + vmin: -0.3 + vmax: +0.3 + cbar_kwargs: + label: Relative RMSE + extend: both diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_annual_cycle.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_annual_cycle.yml index 32d6b3aaeb..baef06d2a4 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_annual_cycle.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_annual_cycle.yml @@ -8,7 +8,7 @@ documentation: - lauer_axel - bock_lisa - hassler_birgit - - ruhe_lukas + - lindenlaub_lukas - schlund_manuel maintainer: - lauer_axel diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_boxplots.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_boxplots.yml index 8d044ff783..272dd14c25 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_boxplots.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_boxplots.yml @@ -13,7 +13,7 @@ documentation: - lauer_axel - bock_lisa - hassler_birgit - - ruhe_lukas + - lindenlaub_lukas - schlund_manuel maintainer: diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml index 7f5cc8cfe3..9780612dc3 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml @@ -8,7 +8,7 @@ documentation: - lauer_axel - bock_lisa - hassler_birgit - - ruhe_lukas + - lindenlaub_lukas - schlund_manuel maintainer: - lauer_axel @@ -63,7 +63,7 @@ preprocessors: resample_hours: interval: 3 offset: 1 - interpolate: true + interpolate: linear area_statistics: operator: mean climate_statistics: @@ -95,7 +95,7 @@ preprocessors: resample_hours: interval: 3 offset: 1 - interpolate: true + interpolate: linear climate_statistics: period: hourly convert_units: diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_maps.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_maps.yml index 10ef7d0242..55b4da726f 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_maps.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_maps.yml @@ -8,7 +8,7 @@ documentation: - lauer_axel - bock_lisa - hassler_birgit - - ruhe_lukas + - lindenlaub_lukas - schlund_manuel maintainer: - lauer_axel diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_timeseries.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_timeseries.yml index 5417deada4..099850c42b 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_timeseries.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_timeseries.yml @@ -8,7 +8,7 @@ documentation: - lauer_axel - bock_lisa - hassler_birgit - - ruhe_lukas + - lindenlaub_lukas - schlund_manuel maintainer: - lauer_axel diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_zonal.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_zonal.yml index b82e603094..62e222be7f 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_zonal.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_zonal.yml @@ -8,7 +8,7 @@ documentation: - lauer_axel - bock_lisa - hassler_birgit - - ruhe_lukas + - lindenlaub_lukas - schlund_manuel maintainer: - lauer_axel From 53c1451979ff30030fe1124deb01cceab458632b Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Mon, 20 Jan 2025 13:08:19 +0100 Subject: [PATCH 65/95] renamed reference lauer24gmd to lauer25gmd --- doc/sphinx/source/recipes/recipe_benchmarking.rst | 2 +- ...uer24gmd_fig01_sst.yml => recipe_lauer25gmd_fig01_sst.yml} | 2 +- ..._timeseries.yml => recipe_lauer25gmd_fig02_timeseries.yml} | 2 +- ...03_seascycle.yml => recipe_lauer25gmd_fig03_seascycle.yml} | 2 +- ..._diurncycle.yml => recipe_lauer25gmd_fig04_diurncycle.yml} | 2 +- ...r24gmd_fig05_maps.yml => recipe_lauer25gmd_fig05_maps.yml} | 2 +- ...4gmd_fig06_zonal.yml => recipe_lauer25gmd_fig06_zonal.yml} | 2 +- ...e_boxplots.yml => recipe_lauer25gmd_fig07ace_boxplots.yml} | 2 +- ...f_boxplots.yml => recipe_lauer25gmd_fig07bdf_boxplots.yml} | 2 +- ...ig08_portrait.yml => recipe_lauer25gmd_fig08_portrait.yml} | 2 +- .../recipe_model_benchmarking_annual_cycle.yml | 2 +- .../model_evaluation/recipe_model_benchmarking_boxplots.yml | 2 +- .../recipe_model_benchmarking_diurnal_cycle.yml | 2 +- .../model_evaluation/recipe_model_benchmarking_maps.yml | 2 +- .../model_evaluation/recipe_model_benchmarking_timeseries.yml | 2 +- .../model_evaluation/recipe_model_benchmarking_zonal.yml | 2 +- .../references/{lauer24gmd.bibtex => lauer25gmd.bibtex} | 4 ++-- 17 files changed, 18 insertions(+), 18 deletions(-) rename esmvaltool/recipes/model_evaluation/{recipe_lauer24gmd_fig01_sst.yml => recipe_lauer25gmd_fig01_sst.yml} (98%) rename esmvaltool/recipes/model_evaluation/{recipe_lauer24gmd_fig02_timeseries.yml => recipe_lauer25gmd_fig02_timeseries.yml} (99%) rename esmvaltool/recipes/model_evaluation/{recipe_lauer24gmd_fig03_seascycle.yml => recipe_lauer25gmd_fig03_seascycle.yml} (99%) rename esmvaltool/recipes/model_evaluation/{recipe_lauer24gmd_fig04_diurncycle.yml => recipe_lauer25gmd_fig04_diurncycle.yml} (99%) rename esmvaltool/recipes/model_evaluation/{recipe_lauer24gmd_fig05_maps.yml => recipe_lauer25gmd_fig05_maps.yml} (99%) rename esmvaltool/recipes/model_evaluation/{recipe_lauer24gmd_fig06_zonal.yml => recipe_lauer25gmd_fig06_zonal.yml} (99%) rename esmvaltool/recipes/model_evaluation/{recipe_lauer24gmd_fig07ace_boxplots.yml => recipe_lauer25gmd_fig07ace_boxplots.yml} (99%) rename esmvaltool/recipes/model_evaluation/{recipe_lauer24gmd_fig07bdf_boxplots.yml => recipe_lauer25gmd_fig07bdf_boxplots.yml} (99%) rename esmvaltool/recipes/model_evaluation/{recipe_lauer24gmd_fig08_portrait.yml => recipe_lauer25gmd_fig08_portrait.yml} (99%) rename esmvaltool/references/{lauer24gmd.bibtex => lauer25gmd.bibtex} (91%) diff --git a/doc/sphinx/source/recipes/recipe_benchmarking.rst b/doc/sphinx/source/recipes/recipe_benchmarking.rst index 4ae0ca9907..b001d95370 100644 --- a/doc/sphinx/source/recipes/recipe_benchmarking.rst +++ b/doc/sphinx/source/recipes/recipe_benchmarking.rst @@ -8,7 +8,7 @@ Overview These recipes and diagnostics are based on :ref:`recipe_monitor `: that allow plotting arbitrary preprocessor output, i.e., arbitrary variables from arbitrary datasets. An extension of these diagnostics is used to benchmark a model simulation with other datasets (e.g. CMIP6). The benchmarking features are described in `Lauer et al.`_:. -.. _`Lauer et al.`: A. Lauer, Bock, L., Hassler, B., Jöckel, P., Ruhe, L., and Schlund, M.: Monitoring and benchmarking Earth System Model simulations with ESMValTool v2.12.0, Geosci. Model Dev. (submitted). +.. _`Lauer et al.`: A. Lauer, Bock, L., Hassler, B., Jöckel, P., Ruhe, L., and Schlund, M.: Monitoring and benchmarking Earth System Model simulations with ESMValTool v2.12.0, Geosci. Model Dev., 2025. Available recipes and diagnostics --------------------------------- diff --git a/esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig01_sst.yml b/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig01_sst.yml similarity index 98% rename from esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig01_sst.yml rename to esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig01_sst.yml index 613e8fa044..3652390d35 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig01_sst.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig01_sst.yml @@ -12,7 +12,7 @@ documentation: maintainer: - lauer_axel references: - - lauer24gmd + - lauer25gmd projects: - dlrmabak diff --git a/esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig02_timeseries.yml b/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig02_timeseries.yml similarity index 99% rename from esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig02_timeseries.yml rename to esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig02_timeseries.yml index 34cdaa3a40..60bfd7eae6 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig02_timeseries.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig02_timeseries.yml @@ -13,7 +13,7 @@ documentation: maintainer: - lauer_axel references: - - lauer24gmd + - lauer25gmd projects: - dlrmabak diff --git a/esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig03_seascycle.yml b/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig03_seascycle.yml similarity index 99% rename from esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig03_seascycle.yml rename to esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig03_seascycle.yml index 203ed914b0..bd9694c863 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig03_seascycle.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig03_seascycle.yml @@ -13,7 +13,7 @@ documentation: maintainer: - lauer_axel references: - - lauer24gmd + - lauer25gmd projects: - dlrmabak diff --git a/esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig04_diurncycle.yml b/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig04_diurncycle.yml similarity index 99% rename from esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig04_diurncycle.yml rename to esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig04_diurncycle.yml index d664a200c3..2781f3eb20 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig04_diurncycle.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig04_diurncycle.yml @@ -13,7 +13,7 @@ documentation: maintainer: - lauer_axel references: - - lauer24gmd + - lauer25gmd projects: - dlrmabak diff --git a/esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig05_maps.yml b/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig05_maps.yml similarity index 99% rename from esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig05_maps.yml rename to esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig05_maps.yml index 20309b6a97..56771183f4 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig05_maps.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig05_maps.yml @@ -13,7 +13,7 @@ documentation: maintainer: - lauer_axel references: - - lauer24gmd + - lauer25gmd projects: - dlrmabak diff --git a/esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig06_zonal.yml b/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig06_zonal.yml similarity index 99% rename from esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig06_zonal.yml rename to esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig06_zonal.yml index 136059771f..d55d6f043d 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig06_zonal.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig06_zonal.yml @@ -13,7 +13,7 @@ documentation: maintainer: - lauer_axel references: - - lauer24gmd + - lauer25gmd projects: - dlrmabak diff --git a/esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig07ace_boxplots.yml b/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig07ace_boxplots.yml similarity index 99% rename from esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig07ace_boxplots.yml rename to esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig07ace_boxplots.yml index 4b56a3af59..a622c4fa88 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig07ace_boxplots.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig07ace_boxplots.yml @@ -13,7 +13,7 @@ documentation: maintainer: - bock_lisa references: - - lauer24gmd + - lauer25gmd projects: - dlrmabak diff --git a/esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig07bdf_boxplots.yml b/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig07bdf_boxplots.yml similarity index 99% rename from esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig07bdf_boxplots.yml rename to esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig07bdf_boxplots.yml index d852166be9..c9a5dad1ea 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig07bdf_boxplots.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig07bdf_boxplots.yml @@ -13,7 +13,7 @@ documentation: maintainer: - bock_lisa references: - - lauer24gmd + - lauer25gmd projects: - dlrmabak diff --git a/esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig08_portrait.yml b/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig08_portrait.yml similarity index 99% rename from esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig08_portrait.yml rename to esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig08_portrait.yml index a758b3da8e..d133c25b2d 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_lauer24gmd_fig08_portrait.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig08_portrait.yml @@ -15,7 +15,7 @@ documentation: - lindenlaub_lukas references: - eyring21ipcc - - lauer24gmd + - lauer25gmd projects: - dlrmabak diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_annual_cycle.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_annual_cycle.yml index baef06d2a4..2ac0f93191 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_annual_cycle.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_annual_cycle.yml @@ -13,7 +13,7 @@ documentation: maintainer: - lauer_axel references: - - lauer24gmd + - lauer25gmd projects: - dlrmabak diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_boxplots.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_boxplots.yml index 272dd14c25..8d887e5d68 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_boxplots.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_boxplots.yml @@ -20,7 +20,7 @@ documentation: - bock_lisa references: - - lauer24gmd + - lauer25gmd projects: - dlrmabak diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml index 9780612dc3..4fbbbb6b69 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_diurnal_cycle.yml @@ -13,7 +13,7 @@ documentation: maintainer: - lauer_axel references: - - lauer24gmd + - lauer25gmd projects: - dlrmabak diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_maps.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_maps.yml index 55b4da726f..bb747852b7 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_maps.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_maps.yml @@ -13,7 +13,7 @@ documentation: maintainer: - lauer_axel references: - - lauer24gmd + - lauer25gmd projects: - dlrmabak diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_timeseries.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_timeseries.yml index 099850c42b..5452178739 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_timeseries.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_timeseries.yml @@ -13,7 +13,7 @@ documentation: maintainer: - lauer_axel references: - - lauer24gmd + - lauer25gmd projects: - dlrmabak diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_zonal.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_zonal.yml index 62e222be7f..1b22e51a05 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_zonal.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_zonal.yml @@ -13,7 +13,7 @@ documentation: maintainer: - lauer_axel references: - - lauer24gmd + - lauer25gmd projects: - dlrmabak diff --git a/esmvaltool/references/lauer24gmd.bibtex b/esmvaltool/references/lauer25gmd.bibtex similarity index 91% rename from esmvaltool/references/lauer24gmd.bibtex rename to esmvaltool/references/lauer25gmd.bibtex index bbf1c28f50..dee78f9e4b 100644 --- a/esmvaltool/references/lauer24gmd.bibtex +++ b/esmvaltool/references/lauer25gmd.bibtex @@ -1,7 +1,7 @@ -@article{lauer24gmd, +@article{lauer25gmd, doi = {}, url = {}, - year = , + year = 2025, publisher = {European Geosciences Union}, address = {Göttingen Germany}, volume = {}, From e39e12a734f6b40e9e3bdc144f7d2ca6726779d5 Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Mon, 20 Jan 2025 14:52:51 +0100 Subject: [PATCH 66/95] updated docu recipe_benchmarking.rst --- doc/sphinx/source/recipes/recipe_benchmarking.rst | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/doc/sphinx/source/recipes/recipe_benchmarking.rst b/doc/sphinx/source/recipes/recipe_benchmarking.rst index b001d95370..b1fdcca409 100644 --- a/doc/sphinx/source/recipes/recipe_benchmarking.rst +++ b/doc/sphinx/source/recipes/recipe_benchmarking.rst @@ -92,7 +92,7 @@ References ---------- * Lauer, A., L. Bock, B. Hassler, P. Jöckel, L. Ruhe, and M. Schlund: Monitoring and benchmarking Earth System Model simulations with ESMValTool v2.12.0, Geosci. Model Dev., xx, xxxx-xxxx, - doi: xxx, 202x. + doi: xxx, 2025. Example plots ------------- @@ -137,4 +137,4 @@ Area-weighted RMSE of the annual mean diurnal cycle (year 2000) of precipitation :align: center :width: 10cm -5-year annual mean bias (2000-2004) of the zonally averaged temperature in K from a historical simulation of MIROC6 compared with ERA5 reanalysis data. The stippled areas mask grid cells where the absolute BIAS (${\abs{BIAS}}$) is smaller than the maximum of the absolute 10% (${\abs{p10}}$) and the absolute 90% (${\abs{p90}}$) percentiles from an ensemble of CMIP6 models, i.e. ${\abs{BIAS} \geq max( \abs{p10}, \abs{p90})}$. Created with recipe_model_benchmarking_zonal.yml. +5-year annual mean bias (2000-2004) of the zonally averaged temperature in K from a historical simulation of MIROC6 compared with ERA5 reanalysis data. The stippled areas mask grid cells where the absolute BIAS (:math:`\abs{BIAS}`) is smaller than the maximum of the absolute 10% (:math:`\abs{p10}`) and the absolute 90% (:math:`\abs{p90}`) percentiles from an ensemble of CMIP6 models, i.e. :math:`\abs{BIAS} \geq max( \abs{p10}, \abs{p90})`. Created with recipe_model_benchmarking_zonal.yml. From 2cb194ced3acfff47b16520325811581a2d74bba Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Mon, 20 Jan 2025 16:26:04 +0100 Subject: [PATCH 67/95] added more docu to multi_datasets.py --- .../source/recipes/recipe_benchmarking.rst | 84 +++++++++---------- .../diag_scripts/monitor/multi_datasets.py | 37 +++++++- 2 files changed, 78 insertions(+), 43 deletions(-) diff --git a/doc/sphinx/source/recipes/recipe_benchmarking.rst b/doc/sphinx/source/recipes/recipe_benchmarking.rst index b1fdcca409..b9a8b89d3d 100644 --- a/doc/sphinx/source/recipes/recipe_benchmarking.rst +++ b/doc/sphinx/source/recipes/recipe_benchmarking.rst @@ -40,48 +40,48 @@ See :ref:`multi_datasets.py` .. code-block:: yaml scripts: - allplots: - script: monitor/multi_datasets.py - plot_folder: '{plot_dir}' - plot_filename: '{plot_type}_{real_name}_{mip}' - group_variables_by: variable_group - facet_used_for_labels: alias - plots: - diurnal_cycle: - annual_mean_kwargs: False - legend_kwargs: - loc: upper right - plot_kwargs: - 'MIROC6': - color: red - label: '{alias}' - linestyle: '-' - linewidth: 2 - zorder: 4 - ERA5: - color: black - label: '{dataset}' - linestyle: '-' - linewidth: 2 - zorder: 3 - MultiModelPercentile10: - color: gray - label: '{dataset}' - linestyle: '--' - linewidth: 1 - zorder: 2 - MultiModelPercentile90: - color: gray - label: '{dataset}' - linestyle: '--' - linewidth: 1 - zorder: 2 - default: - color: lightgray - label: null - linestyle: '-' - linewidth: 1 - zorder: 1 + allplots: + script: monitor/multi_datasets.py + plot_folder: '{plot_dir}' + plot_filename: '{plot_type}_{real_name}_{mip}' + group_variables_by: variable_group + facet_used_for_labels: alias + plots: + diurnal_cycle: + annual_mean_kwargs: False + legend_kwargs: + loc: upper right + plot_kwargs: + 'MIROC6': + color: red + label: '{alias}' + linestyle: '-' + linewidth: 2 + zorder: 4 + ERA5: + color: black + label: '{dataset}' + linestyle: '-' + linewidth: 2 + zorder: 3 + MultiModelPercentile10: + color: gray + label: '{dataset}' + linestyle: '--' + linewidth: 1 + zorder: 2 + MultiModelPercentile90: + color: gray + label: '{dataset}' + linestyle: '--' + linewidth: 1 + zorder: 2 + default: + color: lightgray + label: null + linestyle: '-' + linewidth: 1 + zorder: 1 Variables --------- diff --git a/esmvaltool/diag_scripts/monitor/multi_datasets.py b/esmvaltool/diag_scripts/monitor/multi_datasets.py index f436fa7bff..6d47ad35da 100644 --- a/esmvaltool/diag_scripts/monitor/multi_datasets.py +++ b/esmvaltool/diag_scripts/monitor/multi_datasets.py @@ -71,7 +71,7 @@ Benchmarking plots - annual cycles (``benchmarking_annual_cycle``) - box plots (``benchmarking_boxplot``) - - diurnal cycles (``benchmarking_annual_cycle``) + - diurnal cycles (``benchmarking_diurnal_cycle``) - maps (``benchmarking_map``) - time series (``benchmarking_timeseries``) - zonal mean profiles (plot type ``benchmarking_zonal``) @@ -617,21 +617,56 @@ Configuration options for plot type ``benchmarking_annual_cycle`` ----------------------------------------------------------------- +Same as for plot type ``annual_cycle``. Configuration options for plot type ``benchmarking_boxplot`` ------------------------------------------------------------ +plot_kwargs: dict, optional + Optional keyword arguments for the plot function defined by ``plot_func``. + Dictionary keys are elements identified by ``facet_used_for_labels`` or + ``default``, e.g., ``CMIP6`` if ``facet_used_for_labels: project`` or + ``historical`` if ``facet_used_for_labels: exp``. Dictionary values are + dictionaries used as keyword arguments for the plot function defined by + ``plot_func``. String arguments can include facets in curly brackets which + will be derived from the corresponding dataset, e.g., ``{project}``, + ``{short_name}``, ``{exp}``. Examples: ``default: {levels: 2}, CMIP6: + {vmin: 200, vmax: 250}``. +pyplot_kwargs: dict, optional + Optional calls to functions of :mod:`matplotlib.pyplot`. Dictionary keys + are functions of :mod:`matplotlib.pyplot`. Dictionary values are used as + argument(s) for these functions (if values are dictionaries, these are + interpreted as keyword arguments; otherwise a single argument is assumed). + String arguments can include facets in curly brackets which will be derived + from the corresponding dataset, e.g., ``{project}``, ``{short_name}``, + ``{exp}``. Examples: ``title: 'Awesome Plot of {long_name}'``, ``xlabel: + '{short_name}'``, ``xlim: [0, 5]``. +var_order: str (list), optional + Optional list of strings containing variable names to define the order of + the variables plotted. +label: str, optional + Facet_used_for_labels. +fontsize: int, optional (default: 10) + Fontsize used for ticks, labels and titles. For the latter, use the given + fontsize plus 2. Does not affect suptitles. If not given, use default + matplotlib values. For a more fine-grained definition of fontsizes, use the + option ``matplotlib_rc_params`` (see above). Configuration options for plot type ``benchmarking_diurnal_cycle`` ------------------------------------------------------------------ +Same as for plot type ``diurnal_cycle``. Configuration options for plot type ``benchmarking_map`` -------------------------------------------------------- +Same as for plot type ``map``. Configuration options for plot type ``benchmarking_timeseries`` --------------------------------------------------------------- +Same as for plot type ``timeseries``. Configuration options for plot type ``benchmarking_zonal`` ---------------------------------------------------------- +Same as for plot type ``zonal_mean_profile``. + .. hint:: From bce0f86e23312d928896919854dd49b9346b2840 Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Tue, 21 Jan 2025 09:46:29 +0100 Subject: [PATCH 68/95] fixed some docu issues --- .../source/recipes/recipe_benchmarking.rst | 51 ++++++++++++++++--- doc/sphinx/source/recipes/recipe_monitor.rst | 30 ++++++----- .../diag_scripts/monitor/multi_datasets.py | 30 ++++++++--- 3 files changed, 81 insertions(+), 30 deletions(-) diff --git a/doc/sphinx/source/recipes/recipe_benchmarking.rst b/doc/sphinx/source/recipes/recipe_benchmarking.rst index b9a8b89d3d..33e3576cff 100644 --- a/doc/sphinx/source/recipes/recipe_benchmarking.rst +++ b/doc/sphinx/source/recipes/recipe_benchmarking.rst @@ -91,8 +91,8 @@ Any, but the variables' number of dimensions should match the ones expected by e References ---------- -* Lauer, A., L. Bock, B. Hassler, P. Jöckel, L. Ruhe, and M. Schlund: Monitoring and benchmarking Earth System Model simulations with ESMValTool v2.12.0, Geosci. Model Dev., xx, xxxx-xxxx, - doi: xxx, 2025. +* Lauer, A., L. Bock, B. Hassler, P. Jöckel, L. Ruhe, and M. Schlund: Monitoring and benchmarking Earth + System Model simulations with ESMValTool v2.12.0, Geosci. Model Dev., xx, xxxx-xxxx, doi: xxx, 2025. Example plots ------------- @@ -102,39 +102,74 @@ Example plots :align: center :width: 16cm -(Left) Multi-year global mean (2000-2004) of the seasonal cycle of near-surface temperature in K from a simulation of MIROC6 and the reference dataset HadCRUT5 (black). The thin gray lines show individual CMIP6 models used for comparison, the dashed gray lines show the 10% and 90% percentiles of these CMIP6 models. (Right) same as (left) but for area-weighted RMSE of near-surface temperature. The light blue shading shows the range of the 10% to 90% percentiles of RMSE values from the ensemble of CMIP6 models used for comparison. Created with recipe_model_benchmarking_annual_cycle.yml. + (Left) Multi-year global mean (2000-2004) of the seasonal cycle of near-surface temperature + in K from a simulation of MIROC6 and the reference dataset HadCRUT5 (black). The thin gray + lines show individual CMIP6 models used for comparison, the dashed gray lines show the 10% + and 90% percentiles of these CMIP6 models. (Right) same as (left) but for area-weighted RMSE + of near-surface temperature. The light blue shading shows the range of the 10% to 90% + percentiles of RMSE values from the ensemble of CMIP6 models used for comparison. Created + with recipe_model_benchmarking_annual_cycle.yml. .. _fig_benchmarking_boxplots: .. figure:: /recipes/figures/benchmarking/boxplots.png :align: center :width: 16cm -(Left) Global area-weighted RMSE (smaller=better), (middle) weighted Pearson’s correlation coefficient (higher=better) and (right) weighted Earth mover’s distance (smaller=better) of the geographical pattern of 5-year means of different variables from a simulation of MIROC6 (red cross) in comparison to the CMIP6 ensemble (boxplot). Reference datasets for calculating the three metrics are: near-surface temperature (tas): HadCRUT5, surface temperature (ts): HadISST, precipitation (pr): GPCP-SG, air pressure at sea level (psl): ERA5, shortwave (rsut) longwave (rlut) radiative fluxes at TOA and shortwave (swcre) and longwave (lwcre) cloud radiative effects: CERES-EBAF. Each box indicates the range from the first quartile to the third quartile, the vertical lines show the median, and the whiskers the minimum and maximum values, excluding the outliers. Outliers are defined as being outside 1.5 times the interquartile range. Created with recipe_model_benchmarking_boxplots.yml. + (Left) Global area-weighted RMSE (smaller=better), (middle) weighted Pearson’s correlation + coefficient (higher=better) and (right) weighted Earth mover’s distance (smaller=better) of + the geographical pattern of 5-year means of different variables from a simulation of MIROC6 + (red cross) in comparison to the CMIP6 ensemble (boxplot). Reference datasets for calculating + the three metrics are: near-surface temperature (tas): HadCRUT5, surface temperature (ts): + HadISST, precipitation (pr): GPCP-SG, air pressure at sea level (psl): ERA5, shortwave (rsut) + longwave (rlut) radiative fluxes at TOA and shortwave (swcre) and longwave (lwcre) cloud + radiative effects: CERES-EBAF. Each box indicates the range from the first quartile to the + third quartile, the vertical lines show the median, and the whiskers the minimum and maximum + values, excluding the outliers. Outliers are defined as being outside 1.5 times the + interquartile range. Created with recipe_model_benchmarking_boxplots.yml. .. _fig_benchmarking_diurn_cycle: .. figure:: /recipes/figures/benchmarking/diurnal_cycle.png :align: center :width: 10cm -Area-weighted RMSE of the annual mean diurnal cycle (year 2000) of precipitation averaged over the tropical ocean (ocean grid cells in the latitude belt 30°S to 30°N) from a simulation of MIROC6 averaged compared with ERA5 data (black). The light blue shading shows the range of the 10% to 90% percentiles of RMSE values from the ensemble of CMIP6 models used for comparison. Created with recipe_benchmarking_diurnal_cycle.yml. + Area-weighted RMSE of the annual mean diurnal cycle (year 2000) of precipitation averaged over + the tropical ocean (ocean grid cells in the latitude belt 30°S to 30°N) from a simulation of + MIROC6 averaged compared with ERA5 data (black). The light blue shading shows the range of the + 10% to 90% percentiles of RMSE values from the ensemble of CMIP6 models used for comparison. + Created with recipe_benchmarking_diurnal_cycle.yml. .. _fig_benchmarking_map: .. figure:: /recipes/figures/benchmarking/map.png :align: center :width: 10cm -5-year annual mean (2000-2004) area-weighted RMSE of the precipitation rate in mm day-1 from a simulation of MIROC6 compared with GPCP-SG data. The stippled areas mask grid cells where the RMSE is smaller than the 90% percentile of RMSE values from an ensemble of CMIP6 models. Created with recipe_model_benchmarking_maps.yml + 5-year annual mean (2000-2004) area-weighted RMSE of the precipitation rate in mm day-1 from a + simulation of MIROC6 compared with GPCP-SG data. The stippled areas mask grid cells where the + RMSE is smaller than the 90% percentile of RMSE values from an ensemble of CMIP6 models. + Created with recipe_model_benchmarking_maps.yml .. _fig_benchmarking_timeseries: .. figure:: /recipes/figures/benchmarking/timeseries.png :align: center :width: 16cm -(Left) Time series from 2000 through 2014 of global average monthly mean temperature anomalies (reference period 2000-2009) of the near-surface temperature in K from a simulation of MIROC6 (red) and the reference dataset HadCRUT5 (black). The thin gray lines show individual CMIP6 models used for comparison, the dashed gray lines show the 10% and 90% percentiles of these CMIP6 models. (Right) same as (left) but for area-weighted RMSE of the near-surface air temperature. The light blue shading shows the range of the 10% to 90% percentiles of RMSE values from the ensemble of CMIP6 models used for comparison. Created with recipe_model_benchmarking_timeseries.yml. + (Left) Time series from 2000 through 2014 of global average monthly mean temperature anomalies + (reference period 2000-2009) of the near-surface temperature in K from a simulation of MIROC6 + (red) and the reference dataset HadCRUT5 (black). The thin gray lines show individual CMIP6 + models used for comparison, the dashed gray lines show the 10% and 90% percentiles of these + CMIP6 models. (Right) same as (left) but for area-weighted RMSE of the near-surface air + temperature. The light blue shading shows the range of the 10% to 90% percentiles of RMSE + values from the ensemble of CMIP6 models used for comparison. Created with + recipe_model_benchmarking_timeseries.yml. .. _fig_benchmarking_zonal: .. figure:: /recipes/figures/benchmarking/zonal.png :align: center :width: 10cm -5-year annual mean bias (2000-2004) of the zonally averaged temperature in K from a historical simulation of MIROC6 compared with ERA5 reanalysis data. The stippled areas mask grid cells where the absolute BIAS (:math:`\abs{BIAS}`) is smaller than the maximum of the absolute 10% (:math:`\abs{p10}`) and the absolute 90% (:math:`\abs{p90}`) percentiles from an ensemble of CMIP6 models, i.e. :math:`\abs{BIAS} \geq max( \abs{p10}, \abs{p90})`. Created with recipe_model_benchmarking_zonal.yml. + 5-year annual mean bias (2000-2004) of the zonally averaged temperature in K from a historical + simulation of MIROC6 compared with ERA5 reanalysis data. The stippled areas mask grid cells + where the absolute BIAS (:math:`|BIAS|`) is smaller than the maximum of the absolute 10% + (:math:`|p10|`) and the absolute 90% (:math:`|p90|`) percentiles from an ensemble of CMIP6 + models, i.e. :math:`|BIAS| \geq max( |p10|, |p90|)`. Created with + recipe_model_benchmarking_zonal.yml. diff --git a/doc/sphinx/source/recipes/recipe_monitor.rst b/doc/sphinx/source/recipes/recipe_monitor.rst index 7a6a229f02..277f77f279 100644 --- a/doc/sphinx/source/recipes/recipe_monitor.rst +++ b/doc/sphinx/source/recipes/recipe_monitor.rst @@ -145,100 +145,102 @@ Example plots :align: center :width: 14cm -Global climatology of tas. + Global climatology of tas. .. _fig_seasonclimglobal: .. figure:: /recipes/figures/monitor/seasonclim.png :align: center :width: 14cm -Seasonal climatology of pr, with a custom colorbar. + Seasonal climatology of pr, with a custom colorbar. .. _fig_monthlyclimglobal: .. figure:: /recipes/figures/monitor/monclim.png :align: center :width: 14cm -Monthly climatology of sivol, only for March and September. + Monthly climatology of sivol, only for March and September. .. _fig_timeseries: .. figure:: /recipes/figures/monitor/timeseries.png :align: center :width: 14cm -Timeseries of Niño 3.4 index, computed directly with the preprocessor. + Timeseries of Niño 3.4 index, computed directly with the preprocessor. .. _fig_annual_cycle: .. figure:: /recipes/figures/monitor/annualcycle.png :align: center :width: 14cm -Annual cycle of tas. + Annual cycle of tas. .. _fig_timeseries_with_ref: .. figure:: /recipes/figures/monitor/timeseries_with_ref.png :align: center :width: 14cm -Timeseries of tas including a reference dataset. + Timeseries of tas including a reference dataset. .. _fig_annual_cycle_with_ref: .. figure:: /recipes/figures/monitor/annualcycle_with_ref.png :align: center :width: 14cm -Annual cycle of tas including a reference dataset. + Annual cycle of tas including a reference dataset. .. _fig_diurnal_cycle: .. figure:: /recipes/figures/monitor/diurnalcycle_pr_tropics_EC-Earth3_3hr_historical_r1i1p1f1.png :align: center :width: 14cm + Diurnal cycle of precipitation in the Tropics from EC-Earth3. + .. _fig_diurnal_cycle_with_ref: .. figure:: /recipes/figures/monitor/diurnal_cycle_clt_tropics_3hr.png :align: center :width: 14cm -Diurnal cycle of clt including a reference dataset. + Diurnal cycle of clt including a reference dataset. .. _fig_map_with_ref: .. figure:: /recipes/figures/monitor/map_with_ref.png :align: center :width: 14cm -Global climatology of tas including a reference dataset. + Global climatology of tas including a reference dataset. .. _fig_zonal_mean_profile_with_ref: .. figure:: /recipes/figures/monitor/zonalmean_profile_with_ref.png :align: center :width: 14cm -Zonal mean profile of ta including a reference dataset. + Zonal mean profile of ta including a reference dataset. .. _fig_1d_profile_with_ref: .. figure:: /recipes/figures/monitor/1d_profile_with_ref.png :align: center :width: 14cm -1D profile of ta including a reference dataset. + 1D profile of ta including a reference dataset. .. _fig_variable_vs_lat_with_ref: .. figure:: /recipes/figures/monitor/variable_vs_lat_with_ref.png :align: center :width: 14cm -Zonal mean pr including a reference dataset. + Zonal mean pr including a reference dataset. .. _fig_hovmoeller_z_vs_time_with_ref: .. figure:: /recipes/figures/monitor/hovmoeller_z_vs_time_with_ref.png :align: center :width: 14cm -Hovmoeller plot (pressure vs. time) of ta including a reference dataset. + Hovmoeller plot (pressure vs. time) of ta including a reference dataset. .. _fig_hovmoeller_time_vs_lat_with_ref: .. figure:: /recipes/figures/monitor/hovmoeller_time_vs_lat_with_ref.png :align: center :width: 14cm -Hovmoeller plot (time vs. latitude) of tas including a reference dataset + Hovmoeller plot (time vs. latitude) of tas including a reference dataset diff --git a/esmvaltool/diag_scripts/monitor/multi_datasets.py b/esmvaltool/diag_scripts/monitor/multi_datasets.py index 6d47ad35da..b427987402 100644 --- a/esmvaltool/diag_scripts/monitor/multi_datasets.py +++ b/esmvaltool/diag_scripts/monitor/multi_datasets.py @@ -67,14 +67,28 @@ :func:`esmvalcore.preprocessor.regrid_time` and :func:`esmvalcore.preprocessor.regrid` for this). Input data needs to be 2D with dimensions `time`, `latitude`/`longitude`. - - Benchmarking plots - - annual cycles (``benchmarking_annual_cycle``) - - box plots (``benchmarking_boxplot``) - - diurnal cycles (``benchmarking_diurnal_cycle``) - - maps (``benchmarking_map``) - - time series (``benchmarking_timeseries``) - - zonal mean profiles (plot type ``benchmarking_zonal``) + - Benchmarking plot annual cycles (``benchmarking_annual_cycle``) + Same as plot type ``annual_cycle`` but including the range of metric + results from an ensemble of models as shading. + - Benchmarking box plots (``benchmarking_boxplot``) + Box plots showing the metric results for given variables from a given + model and the range from the first quartile to the third quartile, the + median, and minimum and maximum values (excluding the outliers) from + an ensemble of models for comparison. + - Benchmarking plot diurnal cycles (``benchmarking_diurnal_cycle``) + Same as plot type ``diurnal_cycle`` but including range of metric results + from an ensemble of models as shading. + - Benchmarking map plots (``benchmarking_map``) + Same as plot type ``map`` but with stippled areas masking grid cells + where the selected metric is smaller than the 90% percentile of corresponding + values from an ensemble of models used for comparison. + - Benchmarking plot time series (``benchmarking_timeseries``) + Same as plot type ``timeseries`` but including the range of metric + results from an ensemble of models as shading. + - Benchmarking plot zonal mean profiles (plot type ``benchmarking_zonal``) + Same as plot type ``zonal_mean_profile`` but with stippled areas masking + grid cells where the selected metric is smaller than the 90% percentile + of corresponding values from an ensemble of models used for comparison. Author ------ From b003117240fa3e04e7f45eb0d2a5b625d8537a4d Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Tue, 21 Jan 2025 10:01:12 +0100 Subject: [PATCH 69/95] Update doc/sphinx/source/recipes/recipe_benchmarking.rst Co-authored-by: Manuel Schlund <32543114+schlunma@users.noreply.github.com> --- doc/sphinx/source/recipes/recipe_benchmarking.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/sphinx/source/recipes/recipe_benchmarking.rst b/doc/sphinx/source/recipes/recipe_benchmarking.rst index 33e3576cff..a58fe1f4c4 100644 --- a/doc/sphinx/source/recipes/recipe_benchmarking.rst +++ b/doc/sphinx/source/recipes/recipe_benchmarking.rst @@ -6,7 +6,7 @@ Model Benchmarking Overview -------- -These recipes and diagnostics are based on :ref:`recipe_monitor `: that allow plotting arbitrary preprocessor output, i.e., arbitrary variables from arbitrary datasets. An extension of these diagnostics is used to benchmark a model simulation with other datasets (e.g. CMIP6). The benchmarking features are described in `Lauer et al.`_:. +These recipes and diagnostics are based on :ref:`recipe_monitor `: that allow plotting arbitrary preprocessor output, i.e., arbitrary variables from arbitrary datasets. An extension of these diagnostics is used to benchmark a model simulation with other datasets (e.g. CMIP6). The benchmarking features are described in `Lauer et al.`_. .. _`Lauer et al.`: A. Lauer, Bock, L., Hassler, B., Jöckel, P., Ruhe, L., and Schlund, M.: Monitoring and benchmarking Earth System Model simulations with ESMValTool v2.12.0, Geosci. Model Dev., 2025. From 150011b45a96b9341c0e7a55e70dfcc80b8c68f8 Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Tue, 21 Jan 2025 10:14:01 +0100 Subject: [PATCH 70/95] Update esmvaltool/diag_scripts/monitor/multi_datasets.py Co-authored-by: Manuel Schlund <32543114+schlunma@users.noreply.github.com> --- esmvaltool/diag_scripts/monitor/multi_datasets.py | 1 - 1 file changed, 1 deletion(-) diff --git a/esmvaltool/diag_scripts/monitor/multi_datasets.py b/esmvaltool/diag_scripts/monitor/multi_datasets.py index b427987402..d70acb3a8f 100644 --- a/esmvaltool/diag_scripts/monitor/multi_datasets.py +++ b/esmvaltool/diag_scripts/monitor/multi_datasets.py @@ -335,7 +335,6 @@ matplotlib values. For a more fine-grained definition of fontsizes, use the option ``matplotlib_rc_params`` (see above). log_y: bool, optional (default: True) - variables = var_order Use logarithmic Y-axis. plot_func: str, optional (default: 'contourf') Plot function used to plot the profiles. Must be a function of From b1c8985ef64dbff0a736ab143a56dcce4efc71b8 Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Tue, 21 Jan 2025 10:20:48 +0100 Subject: [PATCH 71/95] removed unused default settings --- esmvaltool/diag_scripts/monitor/multi_datasets.py | 5 ----- 1 file changed, 5 deletions(-) diff --git a/esmvaltool/diag_scripts/monitor/multi_datasets.py b/esmvaltool/diag_scripts/monitor/multi_datasets.py index b427987402..6914e57443 100644 --- a/esmvaltool/diag_scripts/monitor/multi_datasets.py +++ b/esmvaltool/diag_scripts/monitor/multi_datasets.py @@ -745,14 +745,9 @@ def __init__(self, config): # Get default settings self.cfg = deepcopy(self.cfg) - self.cfg.setdefault('add_ancillary_variables', False) - self.cfg.setdefault('add_aux_coords', False) - self.cfg.setdefault('add_cell_measures', False) self.cfg.setdefault('facet_used_for_labels', 'dataset') - self.cfg.setdefault('facets_as_columns', []) self.cfg.setdefault('figure_kwargs', {'constrained_layout': True}) self.cfg.setdefault('group_variables_by', 'short_name') - self.cfg.setdefault('groupby_facet', 'short_name') self.cfg.setdefault('matplotlib_rc_params', {}) self.cfg.setdefault('savefig_kwargs', { 'bbox_inches': 'tight', From 146b0d0168951636e224540e89e2518a73031019 Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Tue, 21 Jan 2025 10:31:31 +0100 Subject: [PATCH 72/95] removed commented out code from multi_datasets.py --- .../diag_scripts/monitor/multi_datasets.py | 24 ------------------- 1 file changed, 24 deletions(-) diff --git a/esmvaltool/diag_scripts/monitor/multi_datasets.py b/esmvaltool/diag_scripts/monitor/multi_datasets.py index eaba27b9b7..28b40b0521 100644 --- a/esmvaltool/diag_scripts/monitor/multi_datasets.py +++ b/esmvaltool/diag_scripts/monitor/multi_datasets.py @@ -2113,7 +2113,6 @@ def _plot_benchmarking_map(self, plot_func, dataset, percentile_dataset, # Make sure that the data has the correct dimensions cube = dataset['cube'] - # dim_coords_dat = self._check_cube_dimensions(cube, plot_type) # Create plot with desired settings with mpl.rc_context(self._get_custom_mpl_rc_params(plot_type)): @@ -2143,9 +2142,6 @@ def _plot_benchmarking_map(self, plot_func, dataset, percentile_dataset, hatching.set_linewidth(0.) axes.coastlines() - # gridline_kwargs = self._get_gridline_kwargs(plot_type) - # if gridline_kwargs is not False: - # axes.gridlines(**gridline_kwargs) # Setup colorbar fontsize = self.plots[plot_type]['fontsize'] @@ -2194,7 +2190,6 @@ def _plot_benchmarking_boxplot(self, df, cubes, variables, datasets): plot_boxplot = sns.boxplot(data=df[df['Variable'] == var]) plot_boxplot.set(xticklabels=[]) - # plot_map = plot_func(cube, **plot_kwargs) plt.scatter(0, cubes[i].data, marker='x', s=200, linewidths=2, color="red", zorder=3) @@ -2203,9 +2198,6 @@ def _plot_benchmarking_boxplot(self, df, cubes, variables, datasets): if cubes[i].units != 1: plt.ylabel(cubes[i].units) - # Setup fontsize - # fontsize = self.plots[plot_type]['fontsize'] - # Customize plot self._process_pyplot_kwargs(plot_type, datasets[i]) @@ -2253,9 +2245,6 @@ def _plot_benchmarking_zonal(self, plot_func, dataset, percentile_dataset, hatching.set_edgecolor('black') hatching.set_linewidth(0.) - # Print statistics if desired - # self._add_stats(plot_type, axes, dim_coords_dat, dataset) - # Setup colorbar fontsize = self.plots[plot_type]['fontsize'] colorbar = fig.colorbar(plot_benchmarking_zonal, ax=axes, @@ -2422,7 +2411,6 @@ def _get_benchmark_datasets(self, datasets): def _get_benchmark_group(self, datasets): """Get datasets for benchmarking.""" - # variable = datasets[0][self.cfg['group_variables_by']] benchmark_datasets = [d for d in datasets if not (d.get('benchmark_dataset', False) or d.get('reference_for_metric', False))] @@ -3128,9 +3116,6 @@ def create_benchmarking_boxplot(self): # Provenance tracking caption = ( "Boxplot." - # f"Boxplot of {dataset['long_name']} of dataset " - # f"{dataset['dataset']} (project {dataset['project']}) " - # f"from {dataset['start_year']} to {dataset['end_year']}." ) provenance_record = { 'ancestors': ancestors, @@ -3371,8 +3356,6 @@ def create_benchmarking_zonal_plot(self, datasets): if not datasets: raise ValueError(f"No input data to plot '{plot_type}' given") - # Get reference dataset - # ref_dataset = self._get_benchmarking_reference(datasets) # Get dataset to be benchmarked plot_datasets = self._get_benchmark_datasets(datasets) # Get percentiles from multi-model statistics @@ -3408,13 +3391,6 @@ def create_benchmarking_zonal_plot(self, datasets): f"{dataset['dataset']} (project {dataset['project']}) from " f"{dataset['start_year']} to {dataset['end_year']}." ) - # ancestors.append(ref_dataset['filename']) - - # If statistics are shown add a brief description to the caption - # if self.plots[plot_type]['show_stats']: - # caption += ( - # " The number in the top left corner corresponds to the " - # "spatial mean (weighted by grid cell areas).") # Save plot plt.savefig(plot_path, **self.cfg['savefig_kwargs']) From 295cb9aad9f6ad853740692ab19b5998f984534b Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Tue, 21 Jan 2025 10:41:29 +0100 Subject: [PATCH 73/95] fixed some flake8 issues in multi_datasets.py --- esmvaltool/diag_scripts/monitor/multi_datasets.py | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/esmvaltool/diag_scripts/monitor/multi_datasets.py b/esmvaltool/diag_scripts/monitor/multi_datasets.py index 28b40b0521..faeac3b43b 100644 --- a/esmvaltool/diag_scripts/monitor/multi_datasets.py +++ b/esmvaltool/diag_scripts/monitor/multi_datasets.py @@ -69,19 +69,19 @@ needs to be 2D with dimensions `time`, `latitude`/`longitude`. - Benchmarking plot annual cycles (``benchmarking_annual_cycle``) Same as plot type ``annual_cycle`` but including the range of metric - results from an ensemble of models as shading. + results from an ensemble of models as shading. - Benchmarking box plots (``benchmarking_boxplot``) Box plots showing the metric results for given variables from a given model and the range from the first quartile to the third quartile, the median, and minimum and maximum values (excluding the outliers) from - an ensemble of models for comparison. + an ensemble of models for comparison. - Benchmarking plot diurnal cycles (``benchmarking_diurnal_cycle``) Same as plot type ``diurnal_cycle`` but including range of metric results from an ensemble of models as shading. - Benchmarking map plots (``benchmarking_map``) Same as plot type ``map`` but with stippled areas masking grid cells - where the selected metric is smaller than the 90% percentile of corresponding - values from an ensemble of models used for comparison. + where the selected metric is smaller than the 90% percentile of + corresponding values from an ensemble of models used for comparison. - Benchmarking plot time series (``benchmarking_timeseries``) Same as plot type ``timeseries`` but including the range of metric results from an ensemble of models as shading. @@ -655,7 +655,7 @@ '{short_name}'``, ``xlim: [0, 5]``. var_order: str (list), optional Optional list of strings containing variable names to define the order of - the variables plotted. + the variables plotted. label: str, optional Facet_used_for_labels. fontsize: int, optional (default: 10) From 0d5fcefc64f5cd91e36c240535fe0234aac53794 Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Tue, 21 Jan 2025 11:29:17 +0100 Subject: [PATCH 74/95] adjusted path to diag script for portrait diagram to match PR #3551 --- .../model_evaluation/recipe_lauer25gmd_fig08_portrait.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig08_portrait.yml b/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig08_portrait.yml index d133c25b2d..1369442229 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig08_portrait.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig08_portrait.yml @@ -229,7 +229,7 @@ diagnostics: - {dataset: HadISST, project: OBS, type: reanaly, version: 1, tier: 2, <<: *ref_tag} scripts: portrait: - script: perfmetrics/portrait_plot.py + script: portrait_plot.py x_by: alias y_by: variable # use extra_facet since group and short_name don't work group_by: project From 4a817e8e5daee85be0cd07c058ecf2372e4e67b9 Mon Sep 17 00:00:00 2001 From: Manuel Schlund Date: Wed, 22 Jan 2025 10:24:44 +0100 Subject: [PATCH 75/95] Remove unused options from benchmarking maps and zonal plots --- .../diag_scripts/monitor/multi_datasets.py | 128 +++++++++++++----- 1 file changed, 97 insertions(+), 31 deletions(-) diff --git a/esmvaltool/diag_scripts/monitor/multi_datasets.py b/esmvaltool/diag_scripts/monitor/multi_datasets.py index faeac3b43b..fd0b2b042b 100644 --- a/esmvaltool/diag_scripts/monitor/multi_datasets.py +++ b/esmvaltool/diag_scripts/monitor/multi_datasets.py @@ -670,7 +670,56 @@ Configuration options for plot type ``benchmarking_map`` -------------------------------------------------------- -Same as for plot type ``map``. +cbar_label: str, optional (default: '{short_name} [{units}]') + Colorbar label. Can include facets in curly brackets which will be derived + from the corresponding dataset, e.g., ``{project}``, ``{short_name}``, + ``{exp}``. +cbar_kwargs: dict, optional + Optional keyword arguments for :func:`matplotlib.pyplot.colorbar`. By + default, uses ``orientation: horizontal, aspect: 30``. +fontsize: int, optional (default: None) + Fontsize used for ticks, labels and titles. For the latter, use the given + fontsize plus 2. Does not affect suptitles. If not given, use default + matplotlib values. For a more fine-grained definition of fontsizes, use the + option ``matplotlib_rc_params`` (see above). +plot_func: str, optional (default: 'contourf') + Plot function used to plot the maps. Must be a function of :mod:`iris.plot` + that supports plotting of 2D cubes with coordinates latitude and longitude. +plot_kwargs: dict, optional + Optional keyword arguments for the plot function defined by ``plot_func``. + Dictionary keys are elements identified by ``facet_used_for_labels`` or + ``default``, e.g., ``CMIP6`` if ``facet_used_for_labels: project`` or + ``historical`` if ``facet_used_for_labels: exp``. Dictionary values are + dictionaries used as keyword arguments for the plot function defined by + ``plot_func``. String arguments can include facets in curly brackets which + will be derived from the corresponding dataset, e.g., ``{project}``, + ``{short_name}``, ``{exp}``. Examples: ``default: {levels: 2}, CMIP6: + {vmin: 200, vmax: 250}``. In addition to the normalization_ options + supported by the plot function, the option ``norm: centered`` can be + specified. In this case, the keywords ``vcenter`` and ``halfrange`` should + be used instead of ``vmin`` or ``vmax`` (see + :class:`~matplotlib.colors.CenteredNorm`). +projection: str, optional (default: 'Robinson') + Projection used for the map plot. Needs to be a valid projection class of + :mod:`cartopy.crs`. Keyword arguments can be specified using the option + ``projection_kwargs``. +projection_kwargs: dict, optional + Optional keyword arguments for the projection given by ``projection``. For + the default projection ``Robinson``, the default keyword arguments + ``central_longitude: 10`` are used. +pyplot_kwargs: dict, optional + Optional calls to functions of :mod:`matplotlib.pyplot`. Dictionary keys + are functions of :mod:`matplotlib.pyplot`. Dictionary values are used as + argument(s) for these functions (if values are dictionaries, these are + interpreted as keyword arguments; otherwise a single argument is assumed). + String arguments can include facets in curly brackets which will be derived + from the corresponding dataset, e.g., ``{project}``, ``{short_name}``, + ``{exp}``. Examples: ``title: 'Awesome Plot of {long_name}'``, ``xlabel: + '{short_name}'``, ``xlim: [0, 5]``. +rasterize: bool, optional (default: True) + If ``True``, use rasterization_ for map plots to produce smaller files. + This is only relevant for vector graphics (e.g., ``output_file_type: + pdf,svg,ps``). Configuration options for plot type ``benchmarking_timeseries`` --------------------------------------------------------------- @@ -678,7 +727,53 @@ Configuration options for plot type ``benchmarking_zonal`` ---------------------------------------------------------- -Same as for plot type ``zonal_mean_profile``. +cbar_label: str, optional (default: '{short_name} [{units}]') + Colorbar label. Can include facets in curly brackets which will be derived + from the corresponding dataset, e.g., ``{project}``, ``{short_name}``, + ``{exp}``. +cbar_kwargs: dict, optional + Optional keyword arguments for :func:`matplotlib.pyplot.colorbar`. By + default, uses ``orientation: vertical``. +fontsize: int, optional (default: None) + Fontsize used for ticks, labels and titles. For the latter, use the given + fontsize plus 2. Does not affect suptitles. If not given, use default + matplotlib values. For a more fine-grained definition of fontsizes, use the + option ``matplotlib_rc_params`` (see above). +log_y: bool, optional (default: True) + Use logarithmic Y-axis. +plot_func: str, optional (default: 'contourf') + Plot function used to plot the profiles. Must be a function of + :mod:`iris.plot` that supports plotting of 2D cubes with coordinates + latitude and altitude/air_pressure. +plot_kwargs: dict, optional + Optional keyword arguments for the plot function defined by ``plot_func``. + Dictionary keys are elements identified by ``facet_used_for_labels`` or + ``default``, e.g., ``CMIP6`` if ``facet_used_for_labels: project`` or + ``historical`` if ``facet_used_for_labels: exp``. Dictionary values are + dictionaries used as keyword arguments for the plot function defined by + ``plot_func``. String arguments can include facets in curly brackets which + will be derived from the corresponding dataset, e.g., ``{project}``, + ``{short_name}``, ``{exp}``. Examples: ``default: {levels: 2}, CMIP6: + {vmin: 200, vmax: 250}``. In addition to the normalization_ options + supported by the plot function, the option ``norm: centered`` can be + specified. In this case, the keywords ``vcenter`` and ``halfrange`` should + be used instead of ``vmin`` or ``vmax`` (see + :class:`~matplotlib.colors.CenteredNorm`). +pyplot_kwargs: dict, optional + Optional calls to functions of :mod:`matplotlib.pyplot`. Dictionary keys + are functions of :mod:`matplotlib.pyplot`. Dictionary values are used as + argument(s) for these functions (if values are dictionaries, these are + interpreted as keyword arguments; otherwise a single argument is assumed). + String arguments can include facets in curly brackets which will be derived + from the corresponding dataset, e.g., ``{project}``, ``{short_name}``, + ``{exp}``. Examples: ``title: 'Awesome Plot of {long_name}'``, ``xlabel: + '{short_name}'``, ``xlim: [0, 5]``. +rasterize: bool, optional (default: True) + If ``True``, use rasterization_ for profile plots to produce smaller files. + This is only relevant for vector graphics (e.g., ``output_file_type: + pdf,svg,ps``). +show_y_minor_ticklabels: bool, optional (default: False) + Show tick labels for the minor ticks on the Y axis. .. hint:: @@ -890,15 +985,10 @@ def __init__(self, config): elif plot_type == 'benchmarking_map': self.plots[plot_type].setdefault( 'cbar_label', '{short_name} [{units}]') - self.plots[plot_type].setdefault( - 'cbar_label_bias', '{short_name} [{units}]') self.plots[plot_type].setdefault( 'cbar_kwargs', {'orientation': 'horizontal', 'aspect': 30} ) - self.plots[plot_type].setdefault('cbar_kwargs_bias', {}) - self.plots[plot_type].setdefault('common_cbar', False) self.plots[plot_type].setdefault('fontsize', 10) - self.plots[plot_type].setdefault('gridline_kwargs', {}) self.plots[plot_type].setdefault('plot_func', 'contourf') self.plots[plot_type].setdefault('plot_kwargs', {}) if 'projection' not in self.plots[plot_type]: @@ -910,9 +1000,6 @@ def __init__(self, config): self.plots[plot_type].setdefault('projection_kwargs', {}) self.plots[plot_type].setdefault('pyplot_kwargs', {}) self.plots[plot_type].setdefault('rasterize', True) - self.plots[plot_type].setdefault('show_stats', True) - self.plots[plot_type].setdefault('x_pos_stats_avg', 0.0) - self.plots[plot_type].setdefault('x_pos_stats_bias', 0.92) elif plot_type == 'zonal_mean_profile': self.plots[plot_type].setdefault( @@ -937,7 +1024,6 @@ def __init__(self, config): ) self.plots[plot_type].setdefault('pyplot_kwargs', {}) self.plots[plot_type].setdefault('rasterize', True) - self.plots[plot_type].setdefault('show_stats', True) self.plots[plot_type].setdefault( 'show_y_minor_ticklabels', False ) @@ -947,32 +1033,18 @@ def __init__(self, config): elif plot_type == 'benchmarking_zonal': self.plots[plot_type].setdefault( 'cbar_label', '{short_name} [{units}]') - self.plots[plot_type].setdefault( - 'cbar_label_bias', 'Δ{short_name} [{units}]') self.plots[plot_type].setdefault( 'cbar_kwargs', {'orientation': 'vertical'} ) - self.plots[plot_type].setdefault('cbar_kwargs_bias', {}) - self.plots[plot_type].setdefault('common_cbar', False) self.plots[plot_type].setdefault('fontsize', 10) self.plots[plot_type].setdefault('log_y', True) self.plots[plot_type].setdefault('plot_func', 'contourf') self.plots[plot_type].setdefault('plot_kwargs', {}) - self.plots[plot_type].setdefault('plot_kwargs_bias', {}) - self.plots[plot_type]['plot_kwargs_bias'].setdefault( - 'cmap', 'bwr' - ) - self.plots[plot_type]['plot_kwargs_bias'].setdefault( - 'norm', 'centered' - ) self.plots[plot_type].setdefault('pyplot_kwargs', {}) self.plots[plot_type].setdefault('rasterize', True) - self.plots[plot_type].setdefault('show_stats', True) self.plots[plot_type].setdefault( 'show_y_minor_ticklabels', False ) - self.plots[plot_type].setdefault('x_pos_stats_avg', 0.01) - self.plots[plot_type].setdefault('x_pos_stats_bias', 0.7) elif plot_type == '1d_profile': self.plots[plot_type].setdefault('aspect_ratio', 1.5) @@ -3244,12 +3316,6 @@ def create_benchmarking_map_plot(self, datasets): ) ancestors.append(ref_dataset['filename']) - # If statistics are shown add a brief description to the caption - if self.plots[plot_type]['show_stats']: - caption += ( - " The number in the top left corner corresponds to the " - "spatial mean (weighted by grid cell areas).") - # Save plot plt.savefig(plot_path, **self.cfg['savefig_kwargs']) logger.info("Wrote %s", plot_path) From da473dad8137825566709a8735de5b3c55676e5b Mon Sep 17 00:00:00 2001 From: Manuel Schlund Date: Wed, 22 Jan 2025 10:32:22 +0100 Subject: [PATCH 76/95] Allow datasets w/o timerange for benchmarking diags (see #3528) --- .../diag_scripts/monitor/multi_datasets.py | 18 ++++++------------ 1 file changed, 6 insertions(+), 12 deletions(-) diff --git a/esmvaltool/diag_scripts/monitor/multi_datasets.py b/esmvaltool/diag_scripts/monitor/multi_datasets.py index fd0b2b042b..7335459fb8 100644 --- a/esmvaltool/diag_scripts/monitor/multi_datasets.py +++ b/esmvaltool/diag_scripts/monitor/multi_datasets.py @@ -2225,8 +2225,7 @@ def _plot_benchmarking_map(self, plot_func, dataset, percentile_dataset, # Customize plot axes.set_title(self._get_label(dataset)) - fig.suptitle(f"{dataset['long_name']} ({dataset['start_year']}-" - f"{dataset['end_year']})") + fig.suptitle(dataset['long_name']) self._process_pyplot_kwargs(plot_type, dataset) # Rasterization @@ -2249,9 +2248,7 @@ def _plot_benchmarking_boxplot(self, df, cubes, variables, datasets): with mpl.rc_context(self._get_custom_mpl_rc_params(plot_type)): fig = plt.figure(**self.cfg['figure_kwargs']) metric = cubes[0].long_name.partition("of")[0] - fig.suptitle(f"{metric}of {self._get_label(datasets[0])}" - f" ({datasets[0]['start_year']} - " - f"{datasets[0]['end_year']})") + fig.suptitle(f"{metric}of {self._get_label(datasets[0])}") sns.set_style('darkgrid') @@ -2327,8 +2324,7 @@ def _plot_benchmarking_zonal(self, plot_func, dataset, percentile_dataset, # Customize plot axes.set_title(self._get_label(dataset)) - fig.suptitle(f"{dataset['long_name']} ({dataset['start_year']}-" - f"{dataset['end_year']})") + fig.suptitle(dataset['long_name']) axes.set_xlabel('latitude [°N]') z_coord = cube.coord(axis='Z') axes.set_ylabel(f'{z_coord.long_name} [{z_coord.units}]') @@ -2515,7 +2511,7 @@ def _get_benchmark_mask(self, cube, percentile_dataset, metric): def _get_benchmark_metric(self, datasets): """Get benchmarking metric.""" - short_name = datasets[0].get('short_name') + short_name = datasets[0].get('short_name', '') if 'rmse' in short_name: metric = 'rmse' elif 'pearsonr' in short_name: @@ -3311,8 +3307,7 @@ def create_benchmarking_map_plot(self, datasets): ) caption = ( f"Map plot of {dataset['long_name']} of dataset " - f"{dataset['dataset']} (project {dataset['project']}) " - f"from {dataset['start_year']} to {dataset['end_year']}." + f"{dataset['alias']}." ) ancestors.append(ref_dataset['filename']) @@ -3454,8 +3449,7 @@ def create_benchmarking_zonal_plot(self, datasets): caption = ( f"Zonal mean profile of {dataset['long_name']} of dataset " - f"{dataset['dataset']} (project {dataset['project']}) from " - f"{dataset['start_year']} to {dataset['end_year']}." + f"{dataset['alias']}." ) # Save plot From 5f6c3e9585364b25c7016805de4c650fc631208f Mon Sep 17 00:00:00 2001 From: Manuel Schlund Date: Wed, 22 Jan 2025 10:50:45 +0100 Subject: [PATCH 77/95] Fix contourf plots (see #3797 and #3789) --- .../diag_scripts/monitor/multi_datasets.py | 34 ++++++++++++++----- 1 file changed, 25 insertions(+), 9 deletions(-) diff --git a/esmvaltool/diag_scripts/monitor/multi_datasets.py b/esmvaltool/diag_scripts/monitor/multi_datasets.py index 7335459fb8..aaaa2de544 100644 --- a/esmvaltool/diag_scripts/monitor/multi_datasets.py +++ b/esmvaltool/diag_scripts/monitor/multi_datasets.py @@ -653,7 +653,7 @@ from the corresponding dataset, e.g., ``{project}``, ``{short_name}``, ``{exp}``. Examples: ``title: 'Awesome Plot of {long_name}'``, ``xlabel: '{short_name}'``, ``xlim: [0, 5]``. -var_order: str (list), optional +var_order: list of str, optional Optional list of strings containing variable names to define the order of the variables plotted. label: str, optional @@ -2194,20 +2194,36 @@ def _plot_benchmarking_map(self, plot_func, dataset, percentile_dataset, plot_kwargs = self._get_plot_kwargs(plot_type, dataset) plot_kwargs['axes'] = axes plot_kwargs['extend'] = "both" - plot_map = plot_func(cube, **plot_kwargs) # apply stippling (dots) to all grid cells that do not exceed # the upper percentile given by 'percentile_dataset[]' - mask_cube = self._get_benchmark_mask(cube, percentile_dataset, metric) + hatching_plot_kwargs = { + 'colors': 'none', + 'levels': [.5, 1.5], + 'hatches': ['......'], + } - hatching = plot_func( - mask_cube, - colors='none', - levels=[.5, 1.5], - hatches=['......'], - ) + if plot_func is iris.plot.contourf: + # see https://github.com/SciTools/cartopy/issues/2457 + # and https://github.com/SciTools/cartopy/issues/2468 + plot_kwargs['transform_first'] = True + hatching_plot_kwargs['transform_first'] = True + npx = da if cube.has_lazy_data() else np + cube_to_plot = cube.copy( + npx.ma.filled(cube.core_data(), np.nan) + ) + mask_cube_to_plot = mask_cube.copy( + npx.ma.filled(mask_cube.core_data(), np.nan) + ) + else: + cube_to_plot = cube + mask_cube_to_plot = mask_cube + + # Plot + plot_map = plot_func(cube_to_plot, **plot_kwargs) + hatching = plot_func(mask_cube_to_plot, **hatching_plot_kwargs) # set color for stippling to 'black' (default = 'white') hatching.set_edgecolor('black') From e6471524c73ea6edffb9815b0020c75e7cc6a57a Mon Sep 17 00:00:00 2001 From: Manuel Schlund Date: Wed, 22 Jan 2025 11:12:31 +0100 Subject: [PATCH 78/95] More flexible font sizes (see #3844) --- .../diag_scripts/monitor/multi_datasets.py | 23 ++++++++----------- 1 file changed, 10 insertions(+), 13 deletions(-) diff --git a/esmvaltool/diag_scripts/monitor/multi_datasets.py b/esmvaltool/diag_scripts/monitor/multi_datasets.py index aaaa2de544..9e0cc7a9e7 100644 --- a/esmvaltool/diag_scripts/monitor/multi_datasets.py +++ b/esmvaltool/diag_scripts/monitor/multi_datasets.py @@ -656,13 +656,6 @@ var_order: list of str, optional Optional list of strings containing variable names to define the order of the variables plotted. -label: str, optional - Facet_used_for_labels. -fontsize: int, optional (default: 10) - Fontsize used for ticks, labels and titles. For the latter, use the given - fontsize plus 2. Does not affect suptitles. If not given, use default - matplotlib values. For a more fine-grained definition of fontsizes, use the - option ``matplotlib_rc_params`` (see above). Configuration options for plot type ``benchmarking_diurnal_cycle`` ------------------------------------------------------------------ @@ -945,8 +938,6 @@ def __init__(self, config): self.plots[plot_type].setdefault('plot_kwargs', {}) self.plots[plot_type].setdefault('pyplot_kwargs', {}) self.plots[plot_type].setdefault('var_order', None) - self.plots[plot_type].setdefault('label', []) - self.plots[plot_type].setdefault('fontsize', 10) elif plot_type == 'map': self.plots[plot_type].setdefault( @@ -988,7 +979,7 @@ def __init__(self, config): self.plots[plot_type].setdefault( 'cbar_kwargs', {'orientation': 'horizontal', 'aspect': 30} ) - self.plots[plot_type].setdefault('fontsize', 10) + self.plots[plot_type].setdefault('fontsize', None) self.plots[plot_type].setdefault('plot_func', 'contourf') self.plots[plot_type].setdefault('plot_kwargs', {}) if 'projection' not in self.plots[plot_type]: @@ -1036,7 +1027,7 @@ def __init__(self, config): self.plots[plot_type].setdefault( 'cbar_kwargs', {'orientation': 'vertical'} ) - self.plots[plot_type].setdefault('fontsize', 10) + self.plots[plot_type].setdefault('fontsize', None) self.plots[plot_type].setdefault('log_y', True) self.plots[plot_type].setdefault('plot_func', 'contourf') self.plots[plot_type].setdefault('plot_kwargs', {}) @@ -2232,7 +2223,10 @@ def _plot_benchmarking_map(self, plot_func, dataset, percentile_dataset, axes.coastlines() # Setup colorbar - fontsize = self.plots[plot_type]['fontsize'] + fontsize = ( + self.plots[plot_type]['fontsize'] or + mpl.rcParams['axes.labelsize'] + ) colorbar = fig.colorbar(plot_map, ax=axes, **self._get_cbar_kwargs(plot_type)) colorbar.set_label(self._get_cbar_label(plot_type, dataset), @@ -2331,7 +2325,10 @@ def _plot_benchmarking_zonal(self, plot_func, dataset, percentile_dataset, hatching.set_linewidth(0.) # Setup colorbar - fontsize = self.plots[plot_type]['fontsize'] + fontsize = ( + self.plots[plot_type]['fontsize'] or + mpl.rcParams['axes.labelsize'] + ) colorbar = fig.colorbar(plot_benchmarking_zonal, ax=axes, **self._get_cbar_kwargs(plot_type)) colorbar.set_label(self._get_cbar_label(plot_type, dataset), From 2e9ef36795b807d98d0dd8ff0724926059b442d1 Mon Sep 17 00:00:00 2001 From: Manuel Schlund Date: Wed, 22 Jan 2025 11:29:03 +0100 Subject: [PATCH 79/95] Make sure that boxplots are actually created --- esmvaltool/diag_scripts/monitor/multi_datasets.py | 7 +++++++ .../recipe_model_benchmarking_annual_cycle.yml | 2 -- 2 files changed, 7 insertions(+), 2 deletions(-) diff --git a/esmvaltool/diag_scripts/monitor/multi_datasets.py b/esmvaltool/diag_scripts/monitor/multi_datasets.py index 9e0cc7a9e7..74187bab1d 100644 --- a/esmvaltool/diag_scripts/monitor/multi_datasets.py +++ b/esmvaltool/diag_scripts/monitor/multi_datasets.py @@ -634,6 +634,11 @@ Configuration options for plot type ``benchmarking_boxplot`` ------------------------------------------------------------ +fontsize: int, optional (default: None) + Fontsize used for ticks, labels and titles. For the latter, use the given + fontsize plus 2. Does not affect suptitles. If not given, use default + matplotlib values. For a more fine-grained definition of fontsizes, use the + option ``matplotlib_rc_params`` (see above). plot_kwargs: dict, optional Optional keyword arguments for the plot function defined by ``plot_func``. Dictionary keys are elements identified by ``facet_used_for_labels`` or @@ -935,6 +940,7 @@ def __init__(self, config): self.plots[plot_type].setdefault('pyplot_kwargs', {}) elif plot_type == 'benchmarking_boxplot': + self.plots[plot_type].setdefault('fontsize', None) self.plots[plot_type].setdefault('plot_kwargs', {}) self.plots[plot_type].setdefault('pyplot_kwargs', {}) self.plots[plot_type].setdefault('var_order', None) @@ -3814,6 +3820,7 @@ def create_hovmoeller_time_vs_lat_or_lon_plot(self, datasets): def compute(self): """Plot preprocessed data.""" with mpl.rc_context(self.cfg['matplotlib_rc_params']): + self.create_benchmarking_boxplot() for (var_key, datasets) in self.grouped_input_data.items(): logger.info("Processing variable %s", var_key) self.create_timeseries_plot(datasets) diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_annual_cycle.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_annual_cycle.yml index 2ac0f93191..6b3e6c9f2a 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_annual_cycle.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_annual_cycle.yml @@ -186,8 +186,6 @@ diagnostics: facet_used_for_labels: alias plots: benchmarking_annual_cycle: - plot_kwargs: - annual_mean_kwargs: False plot_kwargs: 'MIROC6': color: red From 378c313ae9b3aea590765576594fc1a18b358b94 Mon Sep 17 00:00:00 2001 From: Manuel Schlund Date: Wed, 22 Jan 2025 11:30:01 +0100 Subject: [PATCH 80/95] Properly format figure captions for model evaluation recipe doc --- .../source/recipes/recipe_model_evaluation.rst | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/doc/sphinx/source/recipes/recipe_model_evaluation.rst b/doc/sphinx/source/recipes/recipe_model_evaluation.rst index 074683467c..f7d7c8e2c4 100644 --- a/doc/sphinx/source/recipes/recipe_model_evaluation.rst +++ b/doc/sphinx/source/recipes/recipe_model_evaluation.rst @@ -67,39 +67,39 @@ Example plots :align: center :width: 14cm -Global climatology of 2m near-surface air temperature. + Global climatology of 2m near-surface air temperature. .. _fig_2: .. figure:: /recipes/figures/model_evaluation/map_swcre_MPI-ESM1-2-HR_Amon.jpg :align: center :width: 14cm -Global climatology of the shortwave cloud radiative effect (SWCRE). + Global climatology of the shortwave cloud radiative effect (SWCRE). .. _fig_3: .. figure:: /recipes/figures/model_evaluation/timeseries_rtnt_ambiguous_dataset_Amon.jpg :align: center :width: 14cm -Time series of the global mean top-of-the-atmosphere net radiative flux. + Time series of the global mean top-of-the-atmosphere net radiative flux. .. _fig_4: .. figure:: /recipes/figures/model_evaluation/variable_vs_lat_pr_Amon.jpg :align: center :width: 14cm -Zonal mean precipitation. + Zonal mean precipitation. .. _fig_5: .. figure:: /recipes/figures/model_evaluation/annual_cycle_clt_southerocean_Amon.jpg :align: center :width: 14cm -Annual cycle of Southern Ocean total cloud cover. + Annual cycle of Southern Ocean total cloud cover. .. _fig_6: .. figure:: /recipes/figures/model_evaluation/diurnal_cycle_clt_sepacific_3hr.png :align: center :width: 14cm -Diurnal cycle of Southeast Pacific total cloud cover. + Diurnal cycle of Southeast Pacific total cloud cover. From 6c166a98b1e207bedd21154308aadd2d5fcf980a Mon Sep 17 00:00:00 2001 From: Manuel Schlund Date: Wed, 22 Jan 2025 11:31:29 +0100 Subject: [PATCH 81/95] Delete superfluous ':' --- doc/sphinx/source/recipes/recipe_benchmarking.rst | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/doc/sphinx/source/recipes/recipe_benchmarking.rst b/doc/sphinx/source/recipes/recipe_benchmarking.rst index a58fe1f4c4..25dd181535 100644 --- a/doc/sphinx/source/recipes/recipe_benchmarking.rst +++ b/doc/sphinx/source/recipes/recipe_benchmarking.rst @@ -6,7 +6,7 @@ Model Benchmarking Overview -------- -These recipes and diagnostics are based on :ref:`recipe_monitor `: that allow plotting arbitrary preprocessor output, i.e., arbitrary variables from arbitrary datasets. An extension of these diagnostics is used to benchmark a model simulation with other datasets (e.g. CMIP6). The benchmarking features are described in `Lauer et al.`_. +These recipes and diagnostics are based on :ref:`recipe_monitor ` that allow plotting arbitrary preprocessor output, i.e., arbitrary variables from arbitrary datasets. An extension of these diagnostics is used to benchmark a model simulation with other datasets (e.g. CMIP6). The benchmarking features are described in `Lauer et al.`_. .. _`Lauer et al.`: A. Lauer, Bock, L., Hassler, B., Jöckel, P., Ruhe, L., and Schlund, M.: Monitoring and benchmarking Earth System Model simulations with ESMValTool v2.12.0, Geosci. Model Dev., 2025. @@ -32,7 +32,7 @@ Diagnostics are stored in `diag_scripts/monitor/` Recipe settings ~~~~~~~~~~~~~~~ -See :ref:`multi_datasets.py`: for a list of all possible configuration options that can be specified in the recipe. +See :ref:`multi_datasets.py` for a list of all possible configuration options that can be specified in the recipe. .. note:: Please note that exactly one dataset (the dataset to be benchmarked) needs to specify the facet ``benchmark_dataset: True`` in the dataset entry of the recipe. For line plots (i.e. annual cycle, seasonal cycle, diurnal cycle, time series), it is recommended, to specify a particular line color and line style in the ``scripts`` section of the recipe for the dataset to be benchmarked (``benchmark_dataset: True``) so that this dataset is easy to identify in the plot. In the example below, MIROC6 is the dataset to be benchmarked and ERA5 is used as a reference dataset. From 5ff0d45dce2a1299c508c997b576667d65e7ec2c Mon Sep 17 00:00:00 2001 From: Manuel Schlund Date: Wed, 22 Jan 2025 11:32:00 +0100 Subject: [PATCH 82/95] Use YAML syntax for YAML code --- doc/sphinx/source/recipes/recipe_benchmarking.rst | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/doc/sphinx/source/recipes/recipe_benchmarking.rst b/doc/sphinx/source/recipes/recipe_benchmarking.rst index 25dd181535..be06791de0 100644 --- a/doc/sphinx/source/recipes/recipe_benchmarking.rst +++ b/doc/sphinx/source/recipes/recipe_benchmarking.rst @@ -35,7 +35,7 @@ Recipe settings See :ref:`multi_datasets.py` for a list of all possible configuration options that can be specified in the recipe. .. note:: - Please note that exactly one dataset (the dataset to be benchmarked) needs to specify the facet ``benchmark_dataset: True`` in the dataset entry of the recipe. For line plots (i.e. annual cycle, seasonal cycle, diurnal cycle, time series), it is recommended, to specify a particular line color and line style in the ``scripts`` section of the recipe for the dataset to be benchmarked (``benchmark_dataset: True``) so that this dataset is easy to identify in the plot. In the example below, MIROC6 is the dataset to be benchmarked and ERA5 is used as a reference dataset. + Please note that exactly one dataset (the dataset to be benchmarked) needs to specify the facet ``benchmark_dataset: true`` in the dataset entry of the recipe. For line plots (i.e. annual cycle, seasonal cycle, diurnal cycle, time series), it is recommended, to specify a particular line color and line style in the ``scripts`` section of the recipe for the dataset to be benchmarked (``benchmark_dataset: true``) so that this dataset is easy to identify in the plot. In the example below, MIROC6 is the dataset to be benchmarked and ERA5 is used as a reference dataset. .. code-block:: yaml @@ -48,7 +48,7 @@ See :ref:`multi_datasets.py` facet_used_for_labels: alias plots: diurnal_cycle: - annual_mean_kwargs: False + annual_mean_kwargs: false legend_kwargs: loc: upper right plot_kwargs: From baa209680847d9ab68796c1ba5c754ff7809eb01 Mon Sep 17 00:00:00 2001 From: Manuel Schlund Date: Wed, 22 Jan 2025 11:35:56 +0100 Subject: [PATCH 83/95] Minor doc changes --- esmvaltool/diag_scripts/monitor/multi_datasets.py | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/esmvaltool/diag_scripts/monitor/multi_datasets.py b/esmvaltool/diag_scripts/monitor/multi_datasets.py index 74187bab1d..1589944d61 100644 --- a/esmvaltool/diag_scripts/monitor/multi_datasets.py +++ b/esmvaltool/diag_scripts/monitor/multi_datasets.py @@ -67,25 +67,25 @@ :func:`esmvalcore.preprocessor.regrid_time` and :func:`esmvalcore.preprocessor.regrid` for this). Input data needs to be 2D with dimensions `time`, `latitude`/`longitude`. - - Benchmarking plot annual cycles (``benchmarking_annual_cycle``) + - Benchmarking plot annual cycles (``benchmarking_annual_cycle``): Same as plot type ``annual_cycle`` but including the range of metric results from an ensemble of models as shading. - - Benchmarking box plots (``benchmarking_boxplot``) + - Benchmarking box plots (``benchmarking_boxplot``): Box plots showing the metric results for given variables from a given model and the range from the first quartile to the third quartile, the median, and minimum and maximum values (excluding the outliers) from an ensemble of models for comparison. - - Benchmarking plot diurnal cycles (``benchmarking_diurnal_cycle``) + - Benchmarking plot diurnal cycles (``benchmarking_diurnal_cycle``): Same as plot type ``diurnal_cycle`` but including range of metric results from an ensemble of models as shading. - - Benchmarking map plots (``benchmarking_map``) + - Benchmarking map plots (``benchmarking_map``): Same as plot type ``map`` but with stippled areas masking grid cells where the selected metric is smaller than the 90% percentile of corresponding values from an ensemble of models used for comparison. - - Benchmarking plot time series (``benchmarking_timeseries``) + - Benchmarking plot time series (``benchmarking_timeseries``): Same as plot type ``timeseries`` but including the range of metric results from an ensemble of models as shading. - - Benchmarking plot zonal mean profiles (plot type ``benchmarking_zonal``) + - Benchmarking plot zonal mean profiles (plot type ``benchmarking_zonal``): Same as plot type ``zonal_mean_profile`` but with stippled areas masking grid cells where the selected metric is smaller than the 90% percentile of corresponding values from an ensemble of models used for comparison. @@ -2390,7 +2390,7 @@ def _check_cube_dimensions(cube, plot_type): """Check that cube has correct dimensional variables.""" expected_dimensions_dict = { 'annual_cycle': (['month_number'],), - 'benchmarking_boxplot': (['']), + 'benchmarking_boxplot': ([''],), 'diurnal_cycle': (['hour'],), 'map': (['latitude', 'longitude'],), 'benchmarking_annual_cycle': (['month_number'],), From 2c44d279c1905b8d2eb18e104a09646183cc7e90 Mon Sep 17 00:00:00 2001 From: Manuel Schlund Date: Wed, 22 Jan 2025 12:19:17 +0100 Subject: [PATCH 84/95] Re-add default show_stats for zonal mean plot --- esmvaltool/diag_scripts/monitor/multi_datasets.py | 1 + 1 file changed, 1 insertion(+) diff --git a/esmvaltool/diag_scripts/monitor/multi_datasets.py b/esmvaltool/diag_scripts/monitor/multi_datasets.py index 1589944d61..438cf06549 100644 --- a/esmvaltool/diag_scripts/monitor/multi_datasets.py +++ b/esmvaltool/diag_scripts/monitor/multi_datasets.py @@ -1021,6 +1021,7 @@ def __init__(self, config): ) self.plots[plot_type].setdefault('pyplot_kwargs', {}) self.plots[plot_type].setdefault('rasterize', True) + self.plots[plot_type].setdefault('show_stats', True) self.plots[plot_type].setdefault( 'show_y_minor_ticklabels', False ) From 51f9d1b16b2d1d89414e25db1cc3e4daaca85e5d Mon Sep 17 00:00:00 2001 From: Manuel Schlund Date: Wed, 22 Jan 2025 12:33:28 +0100 Subject: [PATCH 85/95] Do not use ERA5 in monitor recipe so it can be run with bot --- esmvaltool/recipes/monitor/recipe_monitor_with_refs.yml | 4 ---- 1 file changed, 4 deletions(-) diff --git a/esmvaltool/recipes/monitor/recipe_monitor_with_refs.yml b/esmvaltool/recipes/monitor/recipe_monitor_with_refs.yml index d6333f62eb..b5c7d093d1 100644 --- a/esmvaltool/recipes/monitor/recipe_monitor_with_refs.yml +++ b/esmvaltool/recipes/monitor/recipe_monitor_with_refs.yml @@ -287,8 +287,6 @@ diagnostics: short_name: clt mip: 3hr timerange: '20060101/20060201' - additional_datasets: - - {dataset: ERA5, project: native6, type: reanaly, version: 'v1', frequency: 1hr, tier: 3} scripts: allplots: script: monitor/multi_datasets.py @@ -304,7 +302,5 @@ diagnostics: color: C0 MPI-ESM1-2-LR: color: C1 - ERA5: - color: black pyplot_kwargs: title: '{short_name}' From 2550c05d4b643b3ddec2ce74708075d6051acf87 Mon Sep 17 00:00:00 2001 From: Manuel Schlund Date: Wed, 22 Jan 2025 17:39:32 +0100 Subject: [PATCH 86/95] Fix doc build --- doc/sphinx/source/recipes/recipe_model_evaluation.rst | 6 ------ doc/sphinx/source/recipes/recipe_thermodyn_diagtool.rst | 4 +--- 2 files changed, 1 insertion(+), 9 deletions(-) diff --git a/doc/sphinx/source/recipes/recipe_model_evaluation.rst b/doc/sphinx/source/recipes/recipe_model_evaluation.rst index f7d7c8e2c4..0e8b8ec095 100644 --- a/doc/sphinx/source/recipes/recipe_model_evaluation.rst +++ b/doc/sphinx/source/recipes/recipe_model_evaluation.rst @@ -62,42 +62,36 @@ section). Example plots ------------- -.. _fig_1: .. figure:: /recipes/figures/model_evaluation/map_tas_MPI-ESM1-2-HR_Amon.jpg :align: center :width: 14cm Global climatology of 2m near-surface air temperature. -.. _fig_2: .. figure:: /recipes/figures/model_evaluation/map_swcre_MPI-ESM1-2-HR_Amon.jpg :align: center :width: 14cm Global climatology of the shortwave cloud radiative effect (SWCRE). -.. _fig_3: .. figure:: /recipes/figures/model_evaluation/timeseries_rtnt_ambiguous_dataset_Amon.jpg :align: center :width: 14cm Time series of the global mean top-of-the-atmosphere net radiative flux. -.. _fig_4: .. figure:: /recipes/figures/model_evaluation/variable_vs_lat_pr_Amon.jpg :align: center :width: 14cm Zonal mean precipitation. -.. _fig_5: .. figure:: /recipes/figures/model_evaluation/annual_cycle_clt_southerocean_Amon.jpg :align: center :width: 14cm Annual cycle of Southern Ocean total cloud cover. -.. _fig_6: .. figure:: /recipes/figures/model_evaluation/diurnal_cycle_clt_sepacific_3hr.png :align: center :width: 14cm diff --git a/doc/sphinx/source/recipes/recipe_thermodyn_diagtool.rst b/doc/sphinx/source/recipes/recipe_thermodyn_diagtool.rst index 6d64a7b589..5ee51dfb9c 100644 --- a/doc/sphinx/source/recipes/recipe_thermodyn_diagtool.rst +++ b/doc/sphinx/source/recipes/recipe_thermodyn_diagtool.rst @@ -27,7 +27,7 @@ in pressure levels, the daily fields of 2D near-surface temperature and horizont required to perform a vertical interpolation, substituting data in pressure levels where surface pressure is lower than the respective level and fields are not stored as an output of the analysed model. -The material entropy production is computed by using the indirect or the direct method (or both). The former +The material entropy production is computed by using the indirect or the direct method (or both). The former method relies on the convergence of radiative heat in the atmosphere (cfr. Lucarini et al., 2011; Pascale et al., 2011), the latter on all viscous and non-viscous dissipative processes occurring in the atmosphere (namely the sensible heat fluxes, the hydrological cycle with its components and the kinetic energy dissipation). @@ -139,12 +139,10 @@ References Example plots ------------- -.. _fig_1: .. figure:: /recipes/figures/thermodyn_diagtool/meridional_transp.png :align: left :width: 14cm -.. _fig_2: .. figure:: /recipes/figures/thermodyn_diagtool/CanESM2_wmb_transp.png :align: right :width: 14cm From 6414a7f69d5e4ecb23480cc19159f56c9343985a Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Thu, 23 Jan 2025 09:51:33 +0100 Subject: [PATCH 87/95] changed reference lauer25gmd to preprint version until article is published --- doc/sphinx/source/recipes/recipe_benchmarking.rst | 4 ++-- esmvaltool/references/lauer25gmd.bibtex | 14 +++++++------- 2 files changed, 9 insertions(+), 9 deletions(-) diff --git a/doc/sphinx/source/recipes/recipe_benchmarking.rst b/doc/sphinx/source/recipes/recipe_benchmarking.rst index be06791de0..5eb74815e6 100644 --- a/doc/sphinx/source/recipes/recipe_benchmarking.rst +++ b/doc/sphinx/source/recipes/recipe_benchmarking.rst @@ -8,7 +8,7 @@ Overview These recipes and diagnostics are based on :ref:`recipe_monitor ` that allow plotting arbitrary preprocessor output, i.e., arbitrary variables from arbitrary datasets. An extension of these diagnostics is used to benchmark a model simulation with other datasets (e.g. CMIP6). The benchmarking features are described in `Lauer et al.`_. -.. _`Lauer et al.`: A. Lauer, Bock, L., Hassler, B., Jöckel, P., Ruhe, L., and Schlund, M.: Monitoring and benchmarking Earth System Model simulations with ESMValTool v2.12.0, Geosci. Model Dev., 2025. +.. _`Lauer et al.`: A. Lauer, Bock, L., Hassler, B., Jöckel, P., Ruhe, L., and Schlund, M.: Monitoring and benchmarking Earth System Model simulations with ESMValTool v2.12.0, EGUsphere [preprint], https://doi.org/10.5194/egusphere-2024-1518, 2024. Available recipes and diagnostics --------------------------------- @@ -92,7 +92,7 @@ References ---------- * Lauer, A., L. Bock, B. Hassler, P. Jöckel, L. Ruhe, and M. Schlund: Monitoring and benchmarking Earth - System Model simulations with ESMValTool v2.12.0, Geosci. Model Dev., xx, xxxx-xxxx, doi: xxx, 2025. + System Model simulations with ESMValTool v2.12.0, EGUsphere [preprint], https://doi.org/10.5194/egusphere-2024-1518, 2024. Example plots ------------- diff --git a/esmvaltool/references/lauer25gmd.bibtex b/esmvaltool/references/lauer25gmd.bibtex index dee78f9e4b..69332ddfe5 100644 --- a/esmvaltool/references/lauer25gmd.bibtex +++ b/esmvaltool/references/lauer25gmd.bibtex @@ -1,13 +1,13 @@ @article{lauer25gmd, - doi = {}, - url = {}, - year = 2025, + doi = {10.5194/egusphere-2024-1518}, + url = {https://egusphere.copernicus.org/preprints/2024/egusphere-2024-1518/}, + year = {2024}, publisher = {European Geosciences Union}, address = {Göttingen Germany}, - volume = {}, + volume = {2024}, number = {}, - pages = {}, - author = {Axel Lauer and Lisa Bock and Birgit Hassler and Patrick Jöckel and Lukas Ruhe and Manuel Schlund}, + pages = {1--35}, + author = {Lauer, A. and Bock, L. and Hassler, B. and J\"ockel, P. and Ruhe, L. and Schlund, M.}, title = {Monitoring and benchmarking Earth System Model simulations with ESMValTool v2.12.0}, - journal = {Geoscientific Model Development} + journal = {EGUsphere} } From d58b02a258acf6f1125ffbe79d7996281f096ec1 Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Thu, 23 Jan 2025 09:57:12 +0100 Subject: [PATCH 88/95] update docs --- doc/sphinx/source/recipes/recipe_benchmarking.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/sphinx/source/recipes/recipe_benchmarking.rst b/doc/sphinx/source/recipes/recipe_benchmarking.rst index 5eb74815e6..c6b795df3d 100644 --- a/doc/sphinx/source/recipes/recipe_benchmarking.rst +++ b/doc/sphinx/source/recipes/recipe_benchmarking.rst @@ -8,7 +8,7 @@ Overview These recipes and diagnostics are based on :ref:`recipe_monitor ` that allow plotting arbitrary preprocessor output, i.e., arbitrary variables from arbitrary datasets. An extension of these diagnostics is used to benchmark a model simulation with other datasets (e.g. CMIP6). The benchmarking features are described in `Lauer et al.`_. -.. _`Lauer et al.`: A. Lauer, Bock, L., Hassler, B., Jöckel, P., Ruhe, L., and Schlund, M.: Monitoring and benchmarking Earth System Model simulations with ESMValTool v2.12.0, EGUsphere [preprint], https://doi.org/10.5194/egusphere-2024-1518, 2024. +.. _`Lauer et al.`: https://doi.org/10.5194/egusphere-2024-1518 Available recipes and diagnostics --------------------------------- From 0240bbb11ec58fc8203dcf1ad93885ad640f456a Mon Sep 17 00:00:00 2001 From: Manuel Schlund Date: Thu, 23 Jan 2025 10:10:03 +0100 Subject: [PATCH 89/95] Make portrait plot work --- .../recipe_lauer25gmd_fig08_portrait.yml | 60 ++++++++++--------- 1 file changed, 33 insertions(+), 27 deletions(-) diff --git a/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig08_portrait.yml b/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig08_portrait.yml index 1369442229..7aae8710a0 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig08_portrait.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig08_portrait.yml @@ -106,10 +106,6 @@ datasets: - {dataset: EMAC, project: EMAC, exp: esmvaltest01, supplementary_variables: [{short_name: sftlf, skip: true}, {short_name: areacella, skip: true}], timerange: 2000/2004, alias: EMAC (2000-2004)} - {dataset: EMAC, project: EMAC, exp: esmvaltest01, supplementary_variables: [{short_name: sftlf, skip: true}, {short_name: areacella, skip: true}], timerange: 2005/2009, alias: EMAC (2005-2009)} -ERA5_REF: &era5_ref - split: Ref1 - additional_datasets: - - {dataset: ERA5, project: native6, type: reanaly, version: v1, tier: 3, <<: *ref_tag} diagnostics: fig_08: @@ -118,20 +114,22 @@ diagnostics: <<: *var_settings variable: tas_land preprocessor: rmse_land - <<: *era5_ref + split: Ref1 + additional_datasets: + - {dataset: ERA5, project: native6, type: reanaly, version: v1, tier: 3, <<: *ref_tag} tas_2: <<: *var_settings short_name: tas + variable: tas_land preprocessor: rmse_land split: Ref2 - variable: tas_land additional_datasets: - {dataset: HadCRUT5, project: OBS, type: ground, version: 5.0.1.0-analysis, tier: 2, <<: *ref_tag} lwcre: <<: *var_settings - preprocessor: rmse variable: lwcre + preprocessor: rmse derive: true force_derivation: true channel: Amon @@ -152,30 +150,36 @@ diagnostics: - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, tier: 2, start_year: 2001, end_year: 2009, <<: *ref_tag} pr: &var_rmse - variable: pr <<: *var_settings + variable: pr preprocessor: rmse - <<: *era5_ref + split: Ref1 + additional_datasets: + - {dataset: ERA5, project: native6, type: reanaly, version: v1, tier: 3, <<: *ref_tag} pr_2: - variable: pr - short_name: pr <<: *var_rmse + short_name: pr + variable: pr split: Ref2 additional_datasets: - {dataset: GPCP-SG, project: OBS, type: atmos, version: 2.3, tier: 2, <<: *ref_tag} psl: - variable: psl <<: *var_rmse - <<: *era5_ref + variable: psl + split: Ref1 + additional_datasets: + - {dataset: ERA5, project: native6, type: reanaly, version: v1, tier: 3, <<: *ref_tag} rlut: - variable: rlut <<: *var_rmse - <<: *era5_ref - rlut_2: variable: rlut - short_name: rlut + split: Ref1 + additional_datasets: + - {dataset: ERA5, project: native6, type: reanaly, version: v1, tier: 3, <<: *ref_tag} + rlut_2: <<: *var_rmse + short_name: rlut + variable: rlut split: Ref2 additional_datasets: - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, @@ -187,16 +191,16 @@ diagnostics: - {dataset: ISCCP-FH, project: OBS, type: sat, version: v0, tier: 2, start_year: 2000, end_year: 2009, <<: *ref_tag} rsut_2: - variable: rsut - short_name: rsut <<: *var_rmse + short_name: rsut + variable: rsut split: Ref2 additional_datasets: - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, tier: 2, start_year: 2001, end_year: 2009, <<: *ref_tag} swcre: - variable: swcre <<: *var_rmse + variable: swcre derive: true force_derivation: true channel: Amon @@ -204,9 +208,9 @@ diagnostics: - {dataset: ISCCP-FH, project: OBS, type: sat, version: v0, tier: 2, start_year: 2000, end_year: 2009, <<: *ref_tag} swcre_2: - variable: swcre - short_name: swcre <<: *var_rmse + short_name: swcre + variable: swcre channel: Amon derive: true force_derivation: true @@ -215,14 +219,16 @@ diagnostics: - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, tier: 2, start_year: 2001, end_year: 2009, <<: *ref_tag} ts: - variable: sst <<: *var_rmse - <<: *era5_ref + variable: sst + split: Ref1 + additional_datasets: + - {dataset: ERA5, project: native6, type: reanaly, version: v1, tier: 3, <<: *ref_tag} preprocessor: rmse_ocean ts_2: - variable: sst - short_name: ts <<: *var_rmse + short_name: ts + variable: sst split: Ref2 preprocessor: rmse_ocean additional_datasets: @@ -234,7 +240,7 @@ diagnostics: y_by: variable # use extra_facet since group and short_name don't work group_by: project normalize: "centered_median" - default_split: ERA5 + default_split: Ref1 nan_color: null plot_kwargs: vmin: -0.3 From 664417eba8e2384453a2ab491ac4e308b9f5cabe Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Thu, 23 Jan 2025 10:23:26 +0100 Subject: [PATCH 90/95] added info on benchmark_dataset: true to multi_datasets.py --- doc/sphinx/source/recipes/recipe_benchmarking.rst | 2 +- esmvaltool/diag_scripts/monitor/multi_datasets.py | 9 +++++++++ 2 files changed, 10 insertions(+), 1 deletion(-) diff --git a/doc/sphinx/source/recipes/recipe_benchmarking.rst b/doc/sphinx/source/recipes/recipe_benchmarking.rst index c6b795df3d..d6328cd0d5 100644 --- a/doc/sphinx/source/recipes/recipe_benchmarking.rst +++ b/doc/sphinx/source/recipes/recipe_benchmarking.rst @@ -35,7 +35,7 @@ Recipe settings See :ref:`multi_datasets.py` for a list of all possible configuration options that can be specified in the recipe. .. note:: - Please note that exactly one dataset (the dataset to be benchmarked) needs to specify the facet ``benchmark_dataset: true`` in the dataset entry of the recipe. For line plots (i.e. annual cycle, seasonal cycle, diurnal cycle, time series), it is recommended, to specify a particular line color and line style in the ``scripts`` section of the recipe for the dataset to be benchmarked (``benchmark_dataset: true``) so that this dataset is easy to identify in the plot. In the example below, MIROC6 is the dataset to be benchmarked and ERA5 is used as a reference dataset. + Please note that exactly one dataset (the dataset to be benchmarked) needs to specify the facet ``benchmark_dataset: true`` in the dataset entry of the recipe. For line plots (i.e. annual cycle, diurnal cycle, time series), it is recommended, to specify a particular line color and line style in the ``scripts`` section of the recipe for the dataset to be benchmarked (``benchmark_dataset: true``) so that this dataset is easy to identify in the plot. In the example below, MIROC6 is the dataset to be benchmarked and ERA5 is used as a reference dataset. .. code-block:: yaml diff --git a/esmvaltool/diag_scripts/monitor/multi_datasets.py b/esmvaltool/diag_scripts/monitor/multi_datasets.py index 438cf06549..4ca7a1098f 100644 --- a/esmvaltool/diag_scripts/monitor/multi_datasets.py +++ b/esmvaltool/diag_scripts/monitor/multi_datasets.py @@ -10,6 +10,15 @@ facet ``reference_for_monitor_diags: true`` in the definition of the dataset in the recipe. Note that at most one reference dataset per variable is supported. +Please note that all benchmarking plot types (i.e. all plot types starting +with ``benchmarking_``) require exactly one dataset (the dataset to be benchmarked) +to have the facet ``benchmark_dataset: true`` in the dataset entry of the recipe. +For benchmarking line plots (i.e. ``benchmarking_annual_cycle``, +``benchmarking_diurnal_cycle``, ``benchmarking_timeseries``), it is recommended +to specify a particular line color and line style in the ``scripts`` section of +the recipe for the dataset to be benchmarked (``benchmark_dataset: true``) so that +this dataset is easy to identify in the plot. + Currently supported plot types (use the option ``plots`` to specify them): - Time series (plot type ``timeseries``): for each variable separately, all datasets are plotted in one single figure. Input data needs to be 1D with From d230fd0c55e392bc0b8814165de43ea9c669c131 Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Mon, 27 Jan 2025 09:51:47 +0100 Subject: [PATCH 91/95] remove recipe_lauer25gmd_fig*.yml, now available at 10.5281/zenodo.11198444 --- .../recipe_lauer25gmd_fig01_sst.yml | 58 --- .../recipe_lauer25gmd_fig02_timeseries.yml | 208 --------- .../recipe_lauer25gmd_fig03_seascycle.yml | 209 --------- .../recipe_lauer25gmd_fig04_diurncycle.yml | 225 --------- .../recipe_lauer25gmd_fig05_maps.yml | 127 ----- .../recipe_lauer25gmd_fig06_zonal.yml | 135 ------ .../recipe_lauer25gmd_fig07ace_boxplots.yml | 433 ------------------ .../recipe_lauer25gmd_fig07bdf_boxplots.yml | 433 ------------------ .../recipe_lauer25gmd_fig08_portrait.yml | 250 ---------- 9 files changed, 2078 deletions(-) delete mode 100644 esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig01_sst.yml delete mode 100644 esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig02_timeseries.yml delete mode 100644 esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig03_seascycle.yml delete mode 100644 esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig04_diurncycle.yml delete mode 100644 esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig05_maps.yml delete mode 100644 esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig06_zonal.yml delete mode 100644 esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig07ace_boxplots.yml delete mode 100644 esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig07bdf_boxplots.yml delete mode 100644 esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig08_portrait.yml diff --git a/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig01_sst.yml b/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig01_sst.yml deleted file mode 100644 index 3652390d35..0000000000 --- a/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig01_sst.yml +++ /dev/null @@ -1,58 +0,0 @@ -# ESMValTool ---- -documentation: - title: Lauer et al., Geosci. Model Dev., Figure 1. - description: > - Map plots for SST. - authors: - - bock_lisa - - hassler_birgit - - lindenlaub_lukas - - schlund_manuel - maintainer: - - lauer_axel - references: - - lauer25gmd - projects: - - dlrmabak - - -datasets: - - {dataset: EMAC, project: EMAC, benchmark_dataset: true, exp: esmvaltest01, supplementary_variables: [{short_name: areacella, skip: true}, {short_name: sftlf, skip: true}]} - - -preprocessors: - - pp: - mask_landsea: - mask_out: land - mask_below_threshold: - threshold: 273.15 - - -diagnostics: - - fig_01a: - description: Plot SST map. - variables: - sst: &var_settings - timerange: '2004/2004' - preprocessor: pp - mip: Amon - short_name: ts - ensemble: r1i1p1f1 - scripts: &script_settings - avgsst: - script: clouds/clouds.ncl - projection: Robinson - timemean: annualclim - var: ts - - fig_01b: - description: Plot SST map. - variables: - sst: - <<: *var_settings - timerange: '2005/2005' - scripts: - <<: *script_settings diff --git a/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig02_timeseries.yml b/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig02_timeseries.yml deleted file mode 100644 index 60bfd7eae6..0000000000 --- a/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig02_timeseries.yml +++ /dev/null @@ -1,208 +0,0 @@ -# ESMValTool ---- -documentation: - title: Lauer et al., Geosci. Model Dev., Figure 2. - description: > - Benchmarking: time series. - authors: - - lauer_axel - - bock_lisa - - hassler_birgit - - lindenlaub_lukas - - schlund_manuel - maintainer: - - lauer_axel - references: - - lauer25gmd - projects: - - dlrmabak - - -datasets: - - {dataset: ACCESS-CM2, grid: gn, institute: CSIRO-ARCCSS} - - {dataset: ACCESS-ESM1-5, grid: gn, institute: CSIRO} - - {dataset: AWI-CM-1-1-MR, grid: gn} - - {dataset: AWI-ESM-1-1-LR, grid: gn} - - {dataset: BCC-CSM2-MR, grid: gn} - - {dataset: BCC-ESM1, grid: gn} - - {dataset: CAMS-CSM1-0, grid: gn} - - {dataset: CanESM5, grid: gn} - - {dataset: CanESM5-CanOE, grid: gn, ensemble: r1i1p2f1} - - {dataset: CESM2, grid: gn} - - {dataset: CESM2-FV2, grid: gn, institute: NCAR} - - {dataset: CESM2-WACCM, grid: gn, institute: NCAR} - - {dataset: CESM2-WACCM-FV2, grid: gn, institute: NCAR} - - {dataset: CIESM} - - {dataset: CNRM-CM6-1, ensemble: r1i1p1f2} - - {dataset: CNRM-CM6-1-HR, ensemble: r1i1p1f2} - - {dataset: CNRM-ESM2-1, ensemble: r1i1p1f2} - - {dataset: E3SM-1-0} - - {dataset: E3SM-1-1, institute: E3SM-Project} - - {dataset: EC-Earth3-Veg} - - {dataset: FGOALS-f3-L} - - {dataset: FGOALS-g3, grid: gn} - - {dataset: FIO-ESM-2-0, grid: gn} - - {dataset: GFDL-ESM4, grid: gr1} - - {dataset: GISS-E2-1-G, grid: gn} - - {dataset: GISS-E2-1-H, grid: gn} - - {dataset: HadGEM3-GC31-LL, ensemble: r1i1p1f3, grid: gn} - - {dataset: HadGEM3-GC31-MM, ensemble: r1i1p1f3, grid: gn} - - {dataset: INM-CM4-8, grid: gr1} - - {dataset: INM-CM5-0, grid: gr1} - - {dataset: IPSL-CM6A-LR} - - {dataset: KACE-1-0-G} - - {dataset: MCM-UA-1-0, grid: gn} - - {dataset: MIROC6, grid: gn} - - {dataset: MIROC-ES2L, ensemble: r1i1p1f2, grid: gn} - - {dataset: MPI-ESM-1-2-HAM, grid: gn} - - {dataset: MPI-ESM1-2-HR, grid: gn} - - {dataset: MPI-ESM1-2-LR, grid: gn} - - {dataset: MRI-ESM2-0, grid: gn} - - {dataset: NESM3, grid: gn} - - {dataset: NorESM2-LM, grid: gn, institute: NCC} - - {dataset: NorESM2-MM, grid: gn, institute: NCC} - - {dataset: SAM0-UNICON, grid: gn} - - {dataset: UKESM1-0-LL, ensemble: r1i1p1f2, grid: gn} - - {dataset: EMAC, project: EMAC, benchmark_dataset: true, exp: esmvaltest01, supplementary_variables: [{short_name: areacella, skip: true}]} - -preprocessors: - - pp_tas: - regrid: - target_grid: 2x2 - scheme: linear - anomalies: - period: month - reference: - start_year: 2000 - start_month: 1 - start_day: 1 - end_year: 2009 - end_month: 12 - end_day: 31 - area_statistics: - operator: mean - multi_model_statistics: - span: overlap - statistics: - - operator: percentile - percent: 10 - - operator: percentile - percent: 90 - exclude: [reference_dataset, EMAC] - - pp_tas_metric: - custom_order: true - regrid_time: - calendar: standard - regrid: - target_grid: 2x2 - scheme: linear - anomalies: - period: month - reference: - start_year: 2000 - start_month: 1 - start_day: 1 - end_year: 2009 - end_month: 12 - end_day: 31 - distance_metric: - metric: rmse - coords: [longitude, latitude] - multi_model_statistics: - span: overlap - statistics: - - operator: percentile - percent: 10 - - operator: percentile - percent: 90 - exclude: [reference_dataset, EMAC] - - -diagnostics: - - fig_02a: - description: Plot "classical" time series of global mean anomalies including a reference dataset. - variables: - tas: - timerange: '2000/2009' - preprocessor: pp_tas - project: CMIP6 - mip: Amon - exp: historical - ensemble: r1i1p1f1 - grid: gr - reference_dataset: HadCRUT5 - additional_datasets: - - {dataset: HadCRUT5, project: OBS, type: ground, version: 5.0.1.0-analysis, tier: 2, reference_for_metric: true} - scripts: - allplots: - script: monitor/multi_datasets.py - plot_folder: '{plot_dir}' - group_variables_by: variable_group - plots: - timeseries: - annual_mean_kwargs: False - plot_kwargs: - EMAC: - color: red - label: '{dataset}' - linestyle: '-' - linewidth: 2 - zorder: 4 - HadCRUT5: - color: black - label: '{dataset}' - linestyle: '-' - linewidth: 2 - zorder: 3 - MultiModelPercentile10: - color: gray - label: '{dataset}' - linestyle: '--' - linewidth: 1 - zorder: 2 - MultiModelPercentile90: - color: gray - label: '{dataset}' - linestyle: '--' - linewidth: 1 - zorder: 2 - default: - color: lightgray - label: null - linestyle: '-' - linewidth: 1 - zorder: 1 - - fig_02b: - description: Plot "benchmarking" time series of global means. - variables: - tas: - timerange: '2000/2009' - preprocessor: pp_tas_metric - project: CMIP6 - mip: Amon - exp: historical - ensemble: r1i1p1f1 - grid: gr - reference_dataset: HadCRUT5 - additional_datasets: - - {dataset: HadCRUT5, project: OBS, type: ground, version: 5.0.1.0-analysis, tier: 2, reference_for_metric: true} - scripts: - allplots: - script: monitor/multi_datasets.py - plot_folder: '{plot_dir}' - group_variables_by: variable_group - plots: - benchmarking_timeseries: - plot_kwargs: - annual_mean_kwargs: False - plot_kwargs: - EMAC: - color: red - label: '{dataset}' - linestyle: '-' - linewidth: 1.5 - zorder: 3 diff --git a/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig03_seascycle.yml b/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig03_seascycle.yml deleted file mode 100644 index bd9694c863..0000000000 --- a/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig03_seascycle.yml +++ /dev/null @@ -1,209 +0,0 @@ -# ESMValTool ---- -documentation: - title: Lauer et al., Geosci. Model Dev., Figure 3. - description: > - Benchmarking: seasonal cycle. - authors: - - lauer_axel - - bock_lisa - - hassler_birgit - - lindenlaub_lukas - - schlund_manuel - maintainer: - - lauer_axel - references: - - lauer25gmd - projects: - - dlrmabak - - -datasets: - - {dataset: ACCESS-CM2, grid: gn, institute: CSIRO-ARCCSS} - - {dataset: ACCESS-ESM1-5, grid: gn, institute: CSIRO} - - {dataset: AWI-CM-1-1-MR, grid: gn} - - {dataset: AWI-ESM-1-1-LR, grid: gn} - - {dataset: BCC-CSM2-MR, grid: gn} - - {dataset: BCC-ESM1, grid: gn} - - {dataset: CAMS-CSM1-0, grid: gn} - - {dataset: CanESM5, grid: gn} - - {dataset: CanESM5-CanOE, grid: gn, ensemble: r1i1p2f1} - - {dataset: CESM2, grid: gn} - - {dataset: CESM2-FV2, grid: gn, institute: NCAR} - - {dataset: CESM2-WACCM, grid: gn, institute: NCAR} - - {dataset: CESM2-WACCM-FV2, grid: gn, institute: NCAR} - - {dataset: CIESM} - - {dataset: CNRM-CM6-1, ensemble: r1i1p1f2} - - {dataset: CNRM-CM6-1-HR, ensemble: r1i1p1f2} - - {dataset: CNRM-ESM2-1, ensemble: r1i1p1f2} - - {dataset: E3SM-1-0} - - {dataset: E3SM-1-1, institute: E3SM-Project} - - {dataset: EC-Earth3-Veg} - - {dataset: FGOALS-f3-L} - - {dataset: FGOALS-g3, grid: gn} - - {dataset: FIO-ESM-2-0, grid: gn} - - {dataset: GFDL-ESM4, grid: gr1} - - {dataset: GISS-E2-1-G, grid: gn} - - {dataset: GISS-E2-1-H, grid: gn} - - {dataset: HadGEM3-GC31-LL, ensemble: r1i1p1f3, grid: gn} - - {dataset: HadGEM3-GC31-MM, ensemble: r1i1p1f3, grid: gn} - - {dataset: INM-CM4-8, grid: gr1} - - {dataset: INM-CM5-0, grid: gr1} - - {dataset: IPSL-CM6A-LR} - - {dataset: KACE-1-0-G} - - {dataset: MCM-UA-1-0, grid: gn} - - {dataset: MIROC6, grid: gn} - - {dataset: MIROC-ES2L, ensemble: r1i1p1f2, grid: gn} - - {dataset: MPI-ESM-1-2-HAM, grid: gn} - - {dataset: MPI-ESM1-2-HR, grid: gn} - - {dataset: MPI-ESM1-2-LR, grid: gn} - - {dataset: MRI-ESM2-0, grid: gn} - - {dataset: NESM3, grid: gn} - - {dataset: NorESM2-LM, grid: gn, institute: NCC} - - {dataset: NorESM2-MM, grid: gn, institute: NCC} - - {dataset: SAM0-UNICON, grid: gn} - - {dataset: UKESM1-0-LL, ensemble: r1i1p1f2, grid: gn} - - {dataset: EMAC, project: EMAC, benchmark_dataset: true, exp: esmvaltest01, supplementary_variables: [{short_name: areacella, skip: true}], timerange: '2000/2004', alias: 'EMAC (2000-2004)'} - - {dataset: EMAC, project: EMAC, benchmark_dataset: true, exp: esmvaltest01, supplementary_variables: [{short_name: areacella, skip: true}], timerange: '2005/2009', alias: 'EMAC (2005-2009)'} - - -preprocessors: - - pp_tas: - regrid: - target_grid: 2x2 - scheme: linear - climate_statistics: - period: month - area_statistics: - operator: mean - multi_model_statistics: - span: overlap - statistics: - - operator: percentile - percent: 10 - - operator: percentile - percent: 90 - exclude: [reference_dataset, EMAC] - - pp_tas_metric: - custom_order: true - regrid_time: - calendar: standard - regrid: - target_grid: 2x2 - scheme: linear - climate_statistics: - period: month - distance_metric: - metric: rmse - coords: [longitude, latitude] - multi_model_statistics: - span: overlap - statistics: - - operator: percentile - percent: 10 - - operator: percentile - percent: 90 - exclude: [reference_dataset, EMAC] - - -diagnostics: - - fig_03a: - description: Create "classical" seasonal cycle plot including a reference dataset. - variables: - tas: - timerange: '2000/2009' - preprocessor: pp_tas - project: CMIP6 - mip: Amon - exp: historical - ensemble: r1i1p1f1 - grid: gr - reference_dataset: HadCRUT5 - additional_datasets: - - {dataset: HadCRUT5, project: OBS, type: ground, version: 5.0.1.0-analysis, tier: 2, alias: HadCRUT5} - scripts: - allplots: - script: monitor/multi_datasets.py - plot_folder: '{plot_dir}' - group_variables_by: variable_group - facet_used_for_labels: alias - plots: - annual_cycle: - annual_mean_kwargs: False - plot_kwargs: - 'EMAC (2000-2004)': - color: red - label: '{alias}' - linestyle: '-' - linewidth: 2 - zorder: 4 - 'EMAC (2005-2009)': - color: darkblue - label: '{alias}' - linestyle: '-' - linewidth: 2 - zorder: 4 - HadCRUT5: - color: black - label: '{dataset}' - linestyle: '-' - linewidth: 2 - zorder: 3 - MultiModelPercentile10: - color: gray - label: '{dataset}' - linestyle: '--' - linewidth: 1 - zorder: 2 - MultiModelPercentile90: - color: gray - label: '{dataset}' - linestyle: '--' - linewidth: 1 - zorder: 2 - default: - color: lightgray - label: null - linestyle: '-' - linewidth: 1 - zorder: 1 - - fig_03b: - description: Create "benchmarking" seasonal cycle plot. - variables: - tas: - timerange: '2000/2009' - preprocessor: pp_tas_metric - project: CMIP6 - mip: Amon - exp: historical - ensemble: r1i1p1f1 - grid: gr - reference_dataset: HadCRUT5 - additional_datasets: - - {dataset: HadCRUT5, project: OBS, type: ground, version: 5.0.1.0-analysis, tier: 2, reference_for_metric: true} - scripts: - allplots: - script: monitor/multi_datasets.py - plot_folder: '{plot_dir}' - group_variables_by: variable_group - facet_used_for_labels: alias - plots: - benchmarking_annual_cycle: - annual_mean_kwargs: False - plot_kwargs: - 'EMAC (2000-2004)': - color: red - label: '{alias}' - linestyle: '-' - linewidth: 1.5 - zorder: 3 - 'EMAC (2005-2009)': - color: darkblue - label: '{alias}' - linestyle: '-' - linewidth: 1.5 - zorder: 3 diff --git a/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig04_diurncycle.yml b/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig04_diurncycle.yml deleted file mode 100644 index 2781f3eb20..0000000000 --- a/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig04_diurncycle.yml +++ /dev/null @@ -1,225 +0,0 @@ -# ESMValTool ---- -documentation: - title: Lauer et al., Geosci. Model Dev., Figure 4. - description: > - Benchmarking: diurnal cycle. - authors: - - lauer_axel - - bock_lisa - - hassler_birgit - - lindenlaub_lukas - - schlund_manuel - maintainer: - - lauer_axel - references: - - lauer25gmd - projects: - - dlrmabak - - -datasets: - - {dataset: ACCESS-CM2, grid: gn, institute: CSIRO-ARCCSS} - - {dataset: ACCESS-ESM1-5, grid: gn, institute: CSIRO} - - {dataset: AWI-CM-1-1-MR, grid: gn} - - {dataset: AWI-ESM-1-1-LR, grid: gn} - - {dataset: BCC-CSM2-MR, grid: gn} - - {dataset: CNRM-CM6-1, ensemble: r1i1p1f2} - - {dataset: CNRM-ESM2-1, ensemble: r1i1p1f2} - - {dataset: EC-Earth3-Veg} - - {dataset: FGOALS-g3, grid: gn} - - {dataset: GISS-E2-1-G, grid: gn} - - {dataset: HadGEM3-GC31-LL, ensemble: r1i1p1f3, grid: gn} - - {dataset: HadGEM3-GC31-MM, ensemble: r1i1p1f3, grid: gn} - - {dataset: IPSL-CM6A-LR} - - {dataset: KACE-1-0-G} - - {dataset: MIROC6, grid: gn} - - {dataset: MIROC-ES2L, ensemble: r1i1p1f2, grid: gn} - - {dataset: MPI-ESM-1-2-HAM, grid: gn} - - {dataset: MPI-ESM1-2-HR, grid: gn} - - {dataset: MPI-ESM1-2-LR, grid: gn} - - {dataset: MRI-ESM2-0, grid: gn} - - {dataset: NESM3, grid: gn} - - {dataset: SAM0-UNICON, grid: gn} - - {dataset: UKESM1-0-LL, ensemble: r1i1p1f2, grid: gn} - - {dataset: EMAC, project: EMAC, benchmark_dataset: true, exp: esmvaltest01, channel: 3hr, frequency: 3hr, supplementary_variables: [{short_name: areacella, skip: true}, {short_name: sftlf, skip: true}], timerange: '2004/2004', alias: 'EMAC (2004)'} - - {dataset: EMAC, project: EMAC, benchmark_dataset: true, exp: esmvaltest01, channel: 3hr, frequency: 3hr, supplementary_variables: [{short_name: areacella, skip: true}, {short_name: sftlf, skip: true}], timerange: '2005/2005', alias: 'EMAC (2005)'} - -preprocessors: - - pp_diurn_Tropics: - custom_order: true - regrid: - target_grid: 2x2 - scheme: linear - local_solar_time: - extract_region: - start_longitude: 0 - end_longitude: 360 - start_latitude: -30 - end_latitude: 30 - mask_landsea: - mask_out: land - resample_hours: - interval: 3 - offset: 1 - interpolate: linear - area_statistics: - operator: mean - climate_statistics: - period: hourly - convert_units: - units: mm day-1 - multi_model_statistics: - span: overlap - statistics: - - operator: percentile - percent: 10 - - operator: percentile - percent: 90 - exclude: [reference_dataset, EMAC] - - pp_diurn_Tropics_metric: - custom_order: true - regrid: - target_grid: 2x2 - scheme: linear - local_solar_time: - extract_region: - start_longitude: 0 - end_longitude: 360 - start_latitude: -30 - end_latitude: 30 - mask_landsea: - mask_out: land - resample_hours: - interval: 3 - offset: 1 - interpolate: linear - climate_statistics: - period: hourly - convert_units: - units: mm day-1 - distance_metric: - metric: rmse - coords: [longitude, latitude] - multi_model_statistics: - span: overlap - statistics: - - operator: percentile - percent: 10 - - operator: percentile - percent: 90 - exclude: [reference_dataset, EMAC] - - -diagnostics: - - fig_04a: - description: Classical diurnal cycle plot including reference dataset. - variables: - pr_tropics: - project: CMIP6 - timerange: 2004/2005 - preprocessor: pp_diurn_Tropics - short_name: pr - exp: historical - mip: 3hr - ensemble: r1i1p1f1 - grid: gr - reference_dataset: ERA5 - additional_datasets: - - {dataset: ERA5, project: native6, type: reanaly, version: 'v1', frequency: 1hr, - tier: 3, alias: ERA5} - scripts: - allplots: - script: monitor/multi_datasets.py - plot_folder: '{plot_dir}' - plot_filename: '{plot_type}_{real_name}_{mip}' - group_variables_by: variable_group - facet_used_for_labels: alias - plots: - diurnal_cycle: - annual_mean_kwargs: False - legend_kwargs: - loc: upper right - plot_kwargs: - 'EMAC (2004)': - color: red - label: '{alias}' - linestyle: '-' - linewidth: 2 - zorder: 4 - 'EMAC (2005)': - color: darkblue - label: '{alias}' - linestyle: '-' - linewidth: 2 - zorder: 4 - ERA5: - color: black - label: '{dataset}' - linestyle: '-' - linewidth: 2 - zorder: 3 - MultiModelPercentile10: - color: gray - label: '{dataset}' - linestyle: '--' - linewidth: 1 - zorder: 2 - MultiModelPercentile90: - color: gray - label: '{dataset}' - linestyle: '--' - linewidth: 1 - zorder: 2 - default: - color: lightgray - label: null - linestyle: '-' - linewidth: 1 - zorder: 1 - - fig_04b: - description: Create "benchmarking" diurnal cycle plot. - variables: - pr_tropics: - project: CMIP6 - timerange: 2004/2005 - preprocessor: pp_diurn_Tropics_metric - short_name: pr - exp: historical - mip: 3hr - ensemble: r1i1p1f1 - grid: gr - reference_dataset: ERA5 - additional_datasets: - - {dataset: ERA5, project: native6, type: reanaly, version: 'v1', frequency: 1hr, - tier: 3, reference_for_metric: true, alias: ERA5} - scripts: - allplots: - script: monitor/multi_datasets.py - plot_folder: '{plot_dir}' - plot_filename: '{plot_type}_{real_name}_{mip}' - group_variables_by: variable_group - facet_used_for_labels: alias - plots: - benchmarking_diurnal_cycle: - legend_kwargs: - loc: upper right - plot_kwargs: - 'EMAC (2004)': - color: red - label: '{alias}' - linestyle: '-' - linewidth: 2 - zorder: 4 - 'EMAC (2005)': - color: darkblue - label: '{alias}' - linestyle: '-' - linewidth: 2 - zorder: 4 - pyplot_kwargs: - title: '{short_name}' diff --git a/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig05_maps.yml b/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig05_maps.yml deleted file mode 100644 index 56771183f4..0000000000 --- a/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig05_maps.yml +++ /dev/null @@ -1,127 +0,0 @@ -# ESMValTool ---- -documentation: - title: Lauer et al., Geosci. Model Dev., Figure 5. - description: > - Benchmarking: map plots. - authors: - - lauer_axel - - bock_lisa - - hassler_birgit - - lindenlaub_lukas - - schlund_manuel - maintainer: - - lauer_axel - references: - - lauer25gmd - projects: - - dlrmabak - - -datasets: - - {dataset: ACCESS-CM2, grid: gn, institute: CSIRO-ARCCSS} - - {dataset: ACCESS-ESM1-5, grid: gn, institute: CSIRO} - - {dataset: AWI-CM-1-1-MR, grid: gn} - - {dataset: AWI-ESM-1-1-LR, grid: gn} - - {dataset: BCC-CSM2-MR, grid: gn} - - {dataset: BCC-ESM1, grid: gn} - - {dataset: CAMS-CSM1-0, grid: gn} - - {dataset: CanESM5, grid: gn} - - {dataset: CanESM5-CanOE, grid: gn, ensemble: r1i1p2f1} - - {dataset: CESM2, grid: gn} - - {dataset: CESM2-FV2, grid: gn, institute: NCAR} - - {dataset: CESM2-WACCM, grid: gn, institute: NCAR} - - {dataset: CESM2-WACCM-FV2, grid: gn, institute: NCAR} - - {dataset: CIESM} - - {dataset: CNRM-CM6-1, ensemble: r1i1p1f2} - - {dataset: CNRM-CM6-1-HR, ensemble: r1i1p1f2} - - {dataset: CNRM-ESM2-1, ensemble: r1i1p1f2} - - {dataset: E3SM-1-0} - - {dataset: E3SM-1-1, institute: E3SM-Project} - - {dataset: EC-Earth3-Veg} - - {dataset: FGOALS-f3-L} - - {dataset: FGOALS-g3, grid: gn} - - {dataset: FIO-ESM-2-0, grid: gn} - - {dataset: GFDL-ESM4, grid: gr1} - - {dataset: GISS-E2-1-G, grid: gn} - - {dataset: GISS-E2-1-H, grid: gn} - - {dataset: HadGEM3-GC31-LL, ensemble: r1i1p1f3, grid: gn} - - {dataset: HadGEM3-GC31-MM, ensemble: r1i1p1f3, grid: gn} - - {dataset: INM-CM4-8, grid: gr1} - - {dataset: INM-CM5-0, grid: gr1} - - {dataset: IPSL-CM6A-LR} - - {dataset: KACE-1-0-G} - - {dataset: MCM-UA-1-0, grid: gn} - - {dataset: MIROC6, grid: gn} - - {dataset: MIROC-ES2L, ensemble: r1i1p1f2, grid: gn} - - {dataset: MPI-ESM-1-2-HAM, grid: gn} - - {dataset: MPI-ESM1-2-HR, grid: gn} - - {dataset: MPI-ESM1-2-LR, grid: gn} - - {dataset: MRI-ESM2-0, grid: gn} - - {dataset: NESM3, grid: gn} - - {dataset: NorESM2-LM, grid: gn, institute: NCC} - - {dataset: NorESM2-MM, grid: gn, institute: NCC} - - {dataset: SAM0-UNICON, grid: gn} - - {dataset: UKESM1-0-LL, ensemble: r1i1p1f2, grid: gn} - - {dataset: EMAC, project: EMAC, benchmark_dataset: true, exp: esmvaltest01, supplementary_variables: [{short_name: areacella, skip: true}]} - - -preprocessors: - - pp_pr: - custom_order: true - regrid_time: - calendar: standard - regrid: - target_grid: 2x2 - scheme: linear - convert_units: - units: mm day-1 - distance_metric: - metric: rmse - coords: [time] - multi_model_statistics: - span: overlap - statistics: - - operator: percentile - percent: 90 - exclude: [reference_dataset, EMAC] - - -diagnostics: - - fig_05a: - description: Plot RMSE map. - variables: - pr: &var_settings - timerange: '2000/2004' - preprocessor: pp_pr - project: CMIP6 - mip: Amon - exp: historical - ensemble: r1i1p1f1 - grid: gr - reference_dataset: GPCP-SG - additional_datasets: - - {dataset: GPCP-SG, project: OBS, type: atmos, version: 2.3, tier: 2, reference_for_metric: true, alias: GPCP-SG} - scripts: &script_settings - allplots: - script: monitor/multi_datasets.py - plot_folder: '{plot_dir}' - group_variables_by: variable_group - plots: - benchmarking_map: - rasterize: False - plot_kwargs: - default: - cmap: 'cool' - levels: [0.0, 0.5, 1.0, 2.0, 3.0, 5.0, 7.5, 10.0] - - fig_05b: - description: Plot RMSE map. - variables: - pr: - <<: *var_settings - timerange: '2005/2009' - scripts: - <<: *script_settings diff --git a/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig06_zonal.yml b/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig06_zonal.yml deleted file mode 100644 index d55d6f043d..0000000000 --- a/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig06_zonal.yml +++ /dev/null @@ -1,135 +0,0 @@ -# ESMValTool ---- -documentation: - title: Lauer et al., Geosci. Model Dev., Figure 6. - description: > - Benchmarking: zonal mean plots. - authors: - - lauer_axel - - bock_lisa - - hassler_birgit - - lindenlaub_lukas - - schlund_manuel - maintainer: - - lauer_axel - references: - - lauer25gmd - projects: - - dlrmabak - - -datasets: - - {dataset: ACCESS-CM2, grid: gn, institute: CSIRO-ARCCSS} - - {dataset: ACCESS-ESM1-5, grid: gn, institute: CSIRO} - - {dataset: AWI-CM-1-1-MR, grid: gn} - - {dataset: AWI-ESM-1-1-LR, grid: gn} - - {dataset: BCC-CSM2-MR, grid: gn} - - {dataset: BCC-ESM1, grid: gn} - - {dataset: CAMS-CSM1-0, grid: gn} - - {dataset: CanESM5, grid: gn} - - {dataset: CanESM5-CanOE, grid: gn, ensemble: r1i1p2f1} - - {dataset: CESM2, grid: gn} - - {dataset: CESM2-FV2, grid: gn, institute: NCAR} - - {dataset: CESM2-WACCM, grid: gn, institute: NCAR} - - {dataset: CESM2-WACCM-FV2, grid: gn, institute: NCAR} - - {dataset: CIESM} - - {dataset: CNRM-CM6-1, ensemble: r1i1p1f2} - - {dataset: CNRM-CM6-1-HR, ensemble: r1i1p1f2} - - {dataset: CNRM-ESM2-1, ensemble: r1i1p1f2} - - {dataset: E3SM-1-0} - - {dataset: E3SM-1-1, institute: E3SM-Project} - - {dataset: EC-Earth3-Veg} - - {dataset: FGOALS-f3-L} - - {dataset: FGOALS-g3, grid: gn} - - {dataset: GFDL-ESM4, grid: gr1} - - {dataset: GISS-E2-1-G, grid: gn} - - {dataset: GISS-E2-1-H, grid: gn} - - {dataset: HadGEM3-GC31-LL, ensemble: r1i1p1f3, grid: gn} - - {dataset: HadGEM3-GC31-MM, ensemble: r1i1p1f3, grid: gn} - - {dataset: INM-CM4-8, grid: gr1} - - {dataset: INM-CM5-0, grid: gr1} - - {dataset: IPSL-CM6A-LR} - - {dataset: KACE-1-0-G} - - {dataset: MCM-UA-1-0, grid: gn} - - {dataset: MIROC6, grid: gn} - - {dataset: MIROC-ES2L, ensemble: r1i1p1f2, grid: gn} - - {dataset: MPI-ESM-1-2-HAM, grid: gn} - - {dataset: MPI-ESM1-2-HR, grid: gn} - - {dataset: MPI-ESM1-2-LR, grid: gn} - - {dataset: MRI-ESM2-0, grid: gn} - - {dataset: NESM3, grid: gn} - - {dataset: NorESM2-LM, grid: gn, institute: NCC} - - {dataset: NorESM2-MM, grid: gn, institute: NCC} - - {dataset: SAM0-UNICON, grid: gn} - - {dataset: UKESM1-0-LL, ensemble: r1i1p1f2, grid: gn} - - {dataset: EMAC, project: EMAC, benchmark_dataset: true, exp: esmvaltest01, supplementary_variables: [{short_name: areacella, skip: true}]} - - -preprocessors: - pp_ta: - custom_order: true - regrid_time: - calendar: standard - extract_levels: - levels: {cmor_table: CMIP6, coordinate: plev27} - coordinate: air_pressure - scheme: linear - regrid: - target_grid: 2x2 - scheme: linear - mask_below_threshold: - threshold: 0.0 - climate_statistics: - operator: mean - zonal_statistics: - operator: mean - bias: - bias_type: absolute - multi_model_statistics: - span: overlap - statistics: - - operator: percentile - percent: 10 - - operator: percentile - percent: 90 - exclude: [reference_dataset, EMAC] - - -diagnostics: - - fig_06a: - description: Plot zonal mean profile. - variables: - ta: &var_settings - timerange: '2000/2004' - raw_name: [tm1_p39_ave] - preprocessor: pp_ta - project: CMIP6 - mip: Amon - exp: historical - ensemble: r1i1p1f1 - grid: gr - reference_dataset: ERA5 - additional_datasets: - - {dataset: ERA5, project: native6, type: reanaly, version: 'v1', tier: 3, reference_for_metric: true, reference_for_bias: true} - scripts: &script_settings - allplots: - script: monitor/multi_datasets.py - plot_folder: '{plot_dir}' - group_variables_by: variable_group - plots: - benchmarking_zonal: - rasterize: False - plot_kwargs: - default: - cmap: 'bwr' - levels: [-5, -3, -2, -1, 0, 1, 2, 3, 5] - - fig_06b: - description: Plot zonal mean profile. - variables: - ta: - <<: *var_settings - timerange: '2005/2009' - scripts: - <<: *script_settings diff --git a/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig07ace_boxplots.yml b/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig07ace_boxplots.yml deleted file mode 100644 index a622c4fa88..0000000000 --- a/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig07ace_boxplots.yml +++ /dev/null @@ -1,433 +0,0 @@ -# ESMValTool ---- -documentation: - title: Lauer et al., Geosci. Model Dev., Figure 7 a,c,e. - description: > - Benchmarking: Box plots. - authors: - - lauer_axel - - bock_lisa - - hassler_birgit - - lindenlaub_lukas - - schlund_manuel - maintainer: - - bock_lisa - references: - - lauer25gmd - projects: - - dlrmabak - - -datasets: - - {dataset: ACCESS-CM2, grid: gn, institute: CSIRO-ARCCSS} - - {dataset: ACCESS-ESM1-5, grid: gn, institute: CSIRO} - - {dataset: AWI-CM-1-1-MR, grid: gn} - - {dataset: AWI-ESM-1-1-LR, grid: gn} - - {dataset: BCC-CSM2-MR, grid: gn} - - {dataset: BCC-ESM1, grid: gn} - - {dataset: CAMS-CSM1-0, grid: gn} - - {dataset: CanESM5, grid: gn} - - {dataset: CanESM5-CanOE, grid: gn, ensemble: r1i1p2f1} - - {dataset: CESM2, grid: gn} - - {dataset: CESM2-FV2, grid: gn, institute: NCAR} - - {dataset: CESM2-WACCM, grid: gn, institute: NCAR} - - {dataset: CESM2-WACCM-FV2, grid: gn, institute: NCAR} - - {dataset: CIESM} - - {dataset: CNRM-CM6-1, ensemble: r1i1p1f2} - - {dataset: CNRM-CM6-1-HR, ensemble: r1i1p1f2} - - {dataset: CNRM-ESM2-1, ensemble: r1i1p1f2} - - {dataset: E3SM-1-0} - - {dataset: E3SM-1-1, institute: E3SM-Project} - - {dataset: EC-Earth3-Veg} - - {dataset: FGOALS-f3-L} - - {dataset: FGOALS-g3, grid: gn} - - {dataset: GFDL-ESM4, grid: gr1} - - {dataset: GISS-E2-1-G, grid: gn} - - {dataset: GISS-E2-1-H, grid: gn} - - {dataset: HadGEM3-GC31-LL, ensemble: r1i1p1f3, grid: gn} - - {dataset: HadGEM3-GC31-MM, ensemble: r1i1p1f3, grid: gn} - - {dataset: INM-CM4-8, grid: gr1} - - {dataset: INM-CM5-0, grid: gr1} - - {dataset: IPSL-CM6A-LR} - - {dataset: KACE-1-0-G} - - {dataset: MIROC-ES2L, ensemble: r1i1p1f2, grid: gn} - - {dataset: MPI-ESM-1-2-HAM, grid: gn} - - {dataset: MPI-ESM1-2-HR, grid: gn} - - {dataset: MPI-ESM1-2-LR, grid: gn} - - {dataset: MRI-ESM2-0, grid: gn} - - {dataset: NESM3, grid: gn} - - {dataset: NorESM2-LM, grid: gn, institute: NCC} - - {dataset: NorESM2-MM, grid: gn, institute: NCC} - - {dataset: SAM0-UNICON, grid: gn} - - {dataset: UKESM1-0-LL, ensemble: r1i1p1f2, grid: gn} - - {dataset: MIROC6, grid: gn} - # Dataset to be benchmarked - - {dataset: EMAC, project: EMAC, benchmark_dataset: true, exp: esmvaltest01, supplementary_variables: [{short_name: areacella, skip: true}, {short_name: sftlf, skip: true}]} - - -VAR_SETTINGS: &var_settings - project: CMIP6 - mip: Amon - exp: historical - ensemble: r1i1p1f1 - grid: gr - timerange: '2000/2004' - - -preprocessors: - - rmse: - custom_order: true - climate_statistics: - operator: mean - regrid: - target_grid: 2x2 - scheme: nearest - distance_metric: - metric: weighted_rmse - coords: [latitude, longitude] - - rmse_pr: - custom_order: true - climate_statistics: - operator: mean - regrid: - target_grid: 2x2 - scheme: nearest - convert_units: - units: mm day-1 - distance_metric: - metric: weighted_rmse - coords: [latitude, longitude] - - rmse_sst: - custom_order: true - climate_statistics: - operator: mean - mask_below_threshold: - threshold: 273.15 - regrid: - target_grid: 2x2 - scheme: nearest - distance_metric: - metric: weighted_rmse - coords: [latitude, longitude] - - rmse_land: - custom_order: true - climate_statistics: - operator: mean - regrid: - target_grid: 2x2 - scheme: nearest - mask_landsea: - mask_out: sea - distance_metric: - metric: weighted_rmse - coords: [latitude, longitude] - - pearsonr: - custom_order: true - climate_statistics: - operator: mean - regrid: - target_grid: 2x2 - scheme: nearest - distance_metric: - metric: weighted_pearsonr - coords: [latitude, longitude] - - pearsonr_pr: - custom_order: true - climate_statistics: - operator: mean - regrid: - target_grid: 2x2 - scheme: nearest - convert_units: - units: mm day-1 - distance_metric: - metric: weighted_pearsonr - coords: [latitude, longitude] - - pearsonr_sst: - custom_order: true - climate_statistics: - operator: mean - mask_below_threshold: - threshold: 273.15 - regrid: - target_grid: 2x2 - scheme: nearest - distance_metric: - metric: weighted_pearsonr - coords: [latitude, longitude] - - pearsonr_land: - custom_order: true - climate_statistics: - operator: mean - regrid: - target_grid: 2x2 - scheme: nearest - mask_landsea: - mask_out: sea - distance_metric: - metric: weighted_pearsonr - coords: [latitude, longitude] - - emd: - custom_order: true - climate_statistics: - operator: mean - regrid: - target_grid: 2x2 - scheme: nearest - distance_metric: - metric: weighted_emd - coords: [latitude, longitude] - - emd_pr: - custom_order: true - climate_statistics: - operator: mean - regrid: - target_grid: 2x2 - scheme: nearest - convert_units: - units: mm day-1 - distance_metric: - metric: weighted_emd - coords: [latitude, longitude] - - emd_sst: - custom_order: true - climate_statistics: - operator: mean - mask_below_threshold: - threshold: 273.15 - regrid: - target_grid: 2x2 - scheme: nearest - distance_metric: - metric: weighted_emd - coords: [latitude, longitude] - - emd_land: - custom_order: true - climate_statistics: - operator: mean - regrid: - target_grid: 2x2 - scheme: nearest - mask_landsea: - mask_out: sea - distance_metric: - metric: weighted_emd - coords: [latitude, longitude] - - -diagnostics: - - fig_07a: - description: Plot boxplots for different variables. - variables: - tas_land: - <<: *var_settings - preprocessor: rmse_land - short_name: tas - additional_datasets: - - {dataset: HadCRUT5, project: OBS, type: ground, - version: 5.0.1.0-analysis, tier: 2, reference_for_metric: true} - lwcre: - <<: *var_settings - preprocessor: rmse - derive: true - force_derivation: true - channel: Amon - additional_datasets: - - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, - tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} - pr: - <<: *var_settings - preprocessor: rmse_pr - additional_datasets: - - {dataset: GPCP-SG, project: OBS, type: atmos, version: 2.3, tier: 2, - reference_for_metric: true} - psl: - <<: *var_settings - preprocessor: rmse - additional_datasets: - - {dataset: ERA5, project: native6, type: reanaly, version: v1, - tier: 3, reference_for_metric: true} - rlut: - <<: *var_settings - preprocessor: rmse - additional_datasets: - - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, - tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} - rsut: - <<: *var_settings - preprocessor: rmse - additional_datasets: - - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, - tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} - swcre: - <<: *var_settings - preprocessor: rmse - derive: true - force_derivation: true - channel: Amon - additional_datasets: - - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, - tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} - sst: - <<: *var_settings - preprocessor: rmse_sst - short_name: ts - additional_datasets: - - {dataset: HadISST, project: OBS, type: reanaly, version: 1, tier: 2, reference_for_metric: true} - scripts: - allplots: - script: monitor/multi_datasets.py - plot_folder: '{plot_dir}' - group_variables_by: variable_group - plots: - benchmarking_boxplot: - var_order: ['tas_land', 'sst', 'pr', 'psl', 'rsut', 'rlut', 'swcre', 'lwcre'] - - - fig_07c: - description: Plot boxplots for different variables. - variables: - tas_land: - <<: *var_settings - short_name: tas - preprocessor: pearsonr_land - additional_datasets: - - {dataset: HadCRUT5, project: OBS, type: ground, - version: 5.0.1.0-analysis, tier: 2, reference_for_metric: true} - lwcre: - <<: *var_settings - preprocessor: pearsonr - derive: true - force_derivation: true - channel: Amon - additional_datasets: - - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, - tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} - pr: - <<: *var_settings - preprocessor: pearsonr_pr - additional_datasets: - - {dataset: GPCP-SG, project: OBS, type: atmos, version: 2.3, tier: 2, - reference_for_metric: true} - psl: - <<: *var_settings - preprocessor: pearsonr - additional_datasets: - - {dataset: ERA5, project: native6, type: reanaly, version: v1, - tier: 3, reference_for_metric: true} - rlut: - <<: *var_settings - preprocessor: pearsonr - additional_datasets: - - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, - tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} - rsut: - <<: *var_settings - preprocessor: pearsonr - additional_datasets: - - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, - tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} - swcre: - <<: *var_settings - preprocessor: pearsonr - derive: true - force_derivation: true - channel: Amon - additional_datasets: - - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, - tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} - sst: - <<: *var_settings - preprocessor: pearsonr_sst - short_name: ts - additional_datasets: - - {dataset: HadISST, project: OBS, type: reanaly, version: 1, tier: 2, reference_for_metric: true} - scripts: - allplots: - script: monitor/multi_datasets.py - plot_folder: '{plot_dir}' - group_variables_by: variable_group - plots: - benchmarking_boxplot: - var_order: ['tas_land', 'sst', 'pr', 'psl', 'rsut', 'rlut', 'swcre', 'lwcre'] - - - fig_07e: - description: Plot boxplots for different variables. - variables: - tas_land: - <<: *var_settings - preprocessor: emd_land - short_name: tas - additional_datasets: - - {dataset: HadCRUT5, project: OBS, type: ground, - version: 5.0.1.0-analysis, tier: 2, reference_for_metric: true} - lwcre: - <<: *var_settings - preprocessor: emd - derive: true - force_derivation: true - channel: Amon - additional_datasets: - - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, - tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} - pr: - <<: *var_settings - preprocessor: emd_pr - additional_datasets: - - {dataset: GPCP-SG, project: OBS, type: atmos, version: 2.3, tier: 2, - reference_for_metric: true} - psl: - <<: *var_settings - preprocessor: emd - additional_datasets: - - {dataset: ERA5, project: native6, type: reanaly, version: v1, - tier: 3, reference_for_metric: true} - rlut: - <<: *var_settings - preprocessor: emd - additional_datasets: - - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, - tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} - rsut: - <<: *var_settings - preprocessor: emd - additional_datasets: - - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, - tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} - swcre: - <<: *var_settings - preprocessor: emd - derive: true - force_derivation: true - channel: Amon - additional_datasets: - - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, - tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} - sst: - <<: *var_settings - preprocessor: emd_sst - short_name: ts - additional_datasets: - - {dataset: HadISST, project: OBS, type: reanaly, version: 1, tier: 2, reference_for_metric: true} - scripts: - allplots: - script: monitor/multi_datasets.py - plot_folder: '{plot_dir}' - group_variables_by: variable_group - plots: - benchmarking_boxplot: - var_order: ['tas_land', 'sst', 'pr', 'psl', 'rsut', 'rlut', 'swcre', 'lwcre'] diff --git a/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig07bdf_boxplots.yml b/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig07bdf_boxplots.yml deleted file mode 100644 index c9a5dad1ea..0000000000 --- a/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig07bdf_boxplots.yml +++ /dev/null @@ -1,433 +0,0 @@ -# ESMValTool ---- -documentation: - title: Lauer et al., Geosci. Model Dev., Figure 7 b,d,f. - description: > - Benchmarking: Box plots. - authors: - - lauer_axel - - bock_lisa - - hassler_birgit - - lindenlaub_lukas - - schlund_manuel - maintainer: - - bock_lisa - references: - - lauer25gmd - projects: - - dlrmabak - - -datasets: - - {dataset: ACCESS-CM2, grid: gn, institute: CSIRO-ARCCSS} - - {dataset: ACCESS-ESM1-5, grid: gn, institute: CSIRO} - - {dataset: AWI-CM-1-1-MR, grid: gn} - - {dataset: AWI-ESM-1-1-LR, grid: gn} - - {dataset: BCC-CSM2-MR, grid: gn} - - {dataset: BCC-ESM1, grid: gn} - - {dataset: CAMS-CSM1-0, grid: gn} - - {dataset: CanESM5, grid: gn} - - {dataset: CanESM5-CanOE, grid: gn, ensemble: r1i1p2f1} - - {dataset: CESM2, grid: gn} - - {dataset: CESM2-FV2, grid: gn, institute: NCAR} - - {dataset: CESM2-WACCM, grid: gn, institute: NCAR} - - {dataset: CESM2-WACCM-FV2, grid: gn, institute: NCAR} - - {dataset: CIESM} - - {dataset: CNRM-CM6-1, ensemble: r1i1p1f2} - - {dataset: CNRM-CM6-1-HR, ensemble: r1i1p1f2} - - {dataset: CNRM-ESM2-1, ensemble: r1i1p1f2} - - {dataset: E3SM-1-0} - - {dataset: E3SM-1-1, institute: E3SM-Project} - - {dataset: EC-Earth3-Veg} - - {dataset: FGOALS-f3-L} - - {dataset: FGOALS-g3, grid: gn} - - {dataset: GFDL-ESM4, grid: gr1} - - {dataset: GISS-E2-1-G, grid: gn} - - {dataset: GISS-E2-1-H, grid: gn} - - {dataset: HadGEM3-GC31-LL, ensemble: r1i1p1f3, grid: gn} - - {dataset: HadGEM3-GC31-MM, ensemble: r1i1p1f3, grid: gn} - - {dataset: INM-CM4-8, grid: gr1} - - {dataset: INM-CM5-0, grid: gr1} - - {dataset: IPSL-CM6A-LR} - - {dataset: KACE-1-0-G} - - {dataset: MIROC-ES2L, ensemble: r1i1p1f2, grid: gn} - - {dataset: MPI-ESM-1-2-HAM, grid: gn} - - {dataset: MPI-ESM1-2-HR, grid: gn} - - {dataset: MPI-ESM1-2-LR, grid: gn} - - {dataset: MRI-ESM2-0, grid: gn} - - {dataset: NESM3, grid: gn} - - {dataset: NorESM2-LM, grid: gn, institute: NCC} - - {dataset: NorESM2-MM, grid: gn, institute: NCC} - - {dataset: SAM0-UNICON, grid: gn} - - {dataset: UKESM1-0-LL, ensemble: r1i1p1f2, grid: gn} - - {dataset: MIROC6, grid: gn} - # Dataset to be benchmarked - - {dataset: EMAC, project: EMAC, benchmark_dataset: true, exp: esmvaltest01, supplementary_variables: [{short_name: areacella, skip: true}, {short_name: sftlf, skip: true}]} - - -VAR_SETTINGS: &var_settings - project: CMIP6 - mip: Amon - exp: historical - ensemble: r1i1p1f1 - grid: gr - timerange: '2005/2009' - - -preprocessors: - - rmse: - custom_order: true - climate_statistics: - operator: mean - regrid: - target_grid: 2x2 - scheme: nearest - distance_metric: - metric: weighted_rmse - coords: [latitude, longitude] - - rmse_pr: - custom_order: true - climate_statistics: - operator: mean - regrid: - target_grid: 2x2 - scheme: nearest - convert_units: - units: mm day-1 - distance_metric: - metric: weighted_rmse - coords: [latitude, longitude] - - rmse_sst: - custom_order: true - climate_statistics: - operator: mean - mask_below_threshold: - threshold: 273.15 - regrid: - target_grid: 2x2 - scheme: nearest - distance_metric: - metric: weighted_rmse - coords: [latitude, longitude] - - rmse_land: - custom_order: true - climate_statistics: - operator: mean - regrid: - target_grid: 2x2 - scheme: nearest - mask_landsea: - mask_out: sea - distance_metric: - metric: weighted_rmse - coords: [latitude, longitude] - - pearsonr: - custom_order: true - climate_statistics: - operator: mean - regrid: - target_grid: 2x2 - scheme: nearest - distance_metric: - metric: weighted_pearsonr - coords: [latitude, longitude] - - pearsonr_pr: - custom_order: true - climate_statistics: - operator: mean - regrid: - target_grid: 2x2 - scheme: nearest - convert_units: - units: mm day-1 - distance_metric: - metric: weighted_pearsonr - coords: [latitude, longitude] - - pearsonr_sst: - custom_order: true - climate_statistics: - operator: mean - mask_below_threshold: - threshold: 273.15 - regrid: - target_grid: 2x2 - scheme: nearest - distance_metric: - metric: weighted_pearsonr - coords: [latitude, longitude] - - pearsonr_land: - custom_order: true - climate_statistics: - operator: mean - regrid: - target_grid: 2x2 - scheme: nearest - mask_landsea: - mask_out: sea - distance_metric: - metric: weighted_pearsonr - coords: [latitude, longitude] - - emd: - custom_order: true - climate_statistics: - operator: mean - regrid: - target_grid: 2x2 - scheme: nearest - distance_metric: - metric: weighted_emd - coords: [latitude, longitude] - - emd_pr: - custom_order: true - climate_statistics: - operator: mean - regrid: - target_grid: 2x2 - scheme: nearest - convert_units: - units: mm day-1 - distance_metric: - metric: weighted_emd - coords: [latitude, longitude] - - emd_sst: - custom_order: true - climate_statistics: - operator: mean - mask_below_threshold: - threshold: 273.15 - regrid: - target_grid: 2x2 - scheme: nearest - distance_metric: - metric: weighted_emd - coords: [latitude, longitude] - - emd_land: - custom_order: true - climate_statistics: - operator: mean - regrid: - target_grid: 2x2 - scheme: nearest - mask_landsea: - mask_out: sea - distance_metric: - metric: weighted_emd - coords: [latitude, longitude] - - -diagnostics: - - fig_07b: - description: Plot boxplots for different variables. - variables: - tas_land: - <<: *var_settings - preprocessor: rmse_land - short_name: tas - additional_datasets: - - {dataset: HadCRUT5, project: OBS, type: ground, - version: 5.0.1.0-analysis, tier: 2, reference_for_metric: true} - lwcre: - <<: *var_settings - preprocessor: rmse - derive: true - force_derivation: true - channel: Amon - additional_datasets: - - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, - tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} - pr: - <<: *var_settings - preprocessor: rmse_pr - additional_datasets: - - {dataset: GPCP-SG, project: OBS, type: atmos, version: 2.3, tier: 2, - reference_for_metric: true} - psl: - <<: *var_settings - preprocessor: rmse - additional_datasets: - - {dataset: ERA5, project: native6, type: reanaly, version: v1, - tier: 3, reference_for_metric: true} - rlut: - <<: *var_settings - preprocessor: rmse - additional_datasets: - - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, - tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} - rsut: - <<: *var_settings - preprocessor: rmse - additional_datasets: - - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, - tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} - swcre: - <<: *var_settings - preprocessor: rmse - derive: true - force_derivation: true - channel: Amon - additional_datasets: - - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, - tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} - sst: - <<: *var_settings - preprocessor: rmse_sst - short_name: ts - additional_datasets: - - {dataset: HadISST, project: OBS, type: reanaly, version: 1, tier: 2, reference_for_metric: true} - scripts: - allplots: - script: monitor/multi_datasets.py - plot_folder: '{plot_dir}' - group_variables_by: variable_group - plots: - benchmarking_boxplot: - var_order: ['tas_land', 'sst', 'pr', 'psl', 'rsut', 'rlut', 'swcre', 'lwcre'] - - - fig_07d: - description: Plot boxplots for different variables. - variables: - tas_land: - <<: *var_settings - short_name: tas - preprocessor: pearsonr_land - additional_datasets: - - {dataset: HadCRUT5, project: OBS, type: ground, - version: 5.0.1.0-analysis, tier: 2, reference_for_metric: true} - lwcre: - <<: *var_settings - preprocessor: pearsonr - derive: true - force_derivation: true - channel: Amon - additional_datasets: - - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, - tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} - pr: - <<: *var_settings - preprocessor: pearsonr_pr - additional_datasets: - - {dataset: GPCP-SG, project: OBS, type: atmos, version: 2.3, tier: 2, - reference_for_metric: true} - psl: - <<: *var_settings - preprocessor: pearsonr - additional_datasets: - - {dataset: ERA5, project: native6, type: reanaly, version: v1, - tier: 3, reference_for_metric: true} - rlut: - <<: *var_settings - preprocessor: pearsonr - additional_datasets: - - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, - tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} - rsut: - <<: *var_settings - preprocessor: pearsonr - additional_datasets: - - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, - tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} - swcre: - <<: *var_settings - preprocessor: pearsonr - derive: true - force_derivation: true - channel: Amon - additional_datasets: - - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, - tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} - sst: - <<: *var_settings - preprocessor: pearsonr_sst - short_name: ts - additional_datasets: - - {dataset: HadISST, project: OBS, type: reanaly, version: 1, tier: 2, reference_for_metric: true} - scripts: - allplots: - script: monitor/multi_datasets.py - plot_folder: '{plot_dir}' - group_variables_by: variable_group - plots: - benchmarking_boxplot: - var_order: ['tas_land', 'sst', 'pr', 'psl', 'rsut', 'rlut', 'swcre', 'lwcre'] - - - fig_07f: - description: Plot boxplots for different variables. - variables: - tas_land: - <<: *var_settings - preprocessor: emd_land - short_name: tas - additional_datasets: - - {dataset: HadCRUT5, project: OBS, type: ground, - version: 5.0.1.0-analysis, tier: 2, reference_for_metric: true} - lwcre: - <<: *var_settings - preprocessor: emd - derive: true - force_derivation: true - channel: Amon - additional_datasets: - - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, - tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} - pr: - <<: *var_settings - preprocessor: emd_pr - additional_datasets: - - {dataset: GPCP-SG, project: OBS, type: atmos, version: 2.3, tier: 2, - reference_for_metric: true} - psl: - <<: *var_settings - preprocessor: emd - additional_datasets: - - {dataset: ERA5, project: native6, type: reanaly, version: v1, - tier: 3, reference_for_metric: true} - rlut: - <<: *var_settings - preprocessor: emd - additional_datasets: - - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, - tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} - rsut: - <<: *var_settings - preprocessor: emd - additional_datasets: - - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, - tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} - swcre: - <<: *var_settings - preprocessor: emd - derive: true - force_derivation: true - channel: Amon - additional_datasets: - - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, - tier: 2, start_year: 2001, end_year: 2020, reference_for_metric: true} - sst: - <<: *var_settings - preprocessor: emd_sst - short_name: ts - additional_datasets: - - {dataset: HadISST, project: OBS, type: reanaly, version: 1, tier: 2, reference_for_metric: true} - scripts: - allplots: - script: monitor/multi_datasets.py - plot_folder: '{plot_dir}' - group_variables_by: variable_group - plots: - benchmarking_boxplot: - var_order: ['tas_land', 'sst', 'pr', 'psl', 'rsut', 'rlut', 'swcre', 'lwcre'] diff --git a/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig08_portrait.yml b/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig08_portrait.yml deleted file mode 100644 index 7aae8710a0..0000000000 --- a/esmvaltool/recipes/model_evaluation/recipe_lauer25gmd_fig08_portrait.yml +++ /dev/null @@ -1,250 +0,0 @@ -# ESMValTool -# ---- -documentation: - title: Lauer et al., Geosci. Model Dev., Figure 8. - description: > - Portrait diagram. - authors: - - lauer_axel - - bock_lisa - - hassler_birgit - - lindenlaub_lukas - - schlund_manuel - maintainer: - - lindenlaub_lukas - references: - - eyring21ipcc - - lauer25gmd - projects: - - dlrmabak - - -ref_tag: &ref_tag - reference_for_metric: true - reference_for_bias: true - - -preprocessors: - default: &preproc_default - regrid: - target_grid: 2x2 - scheme: linear - climate_statistics: - operator: mean - period: month - rmse: - <<: *preproc_default - distance_metric: - metric: weighted_rmse - rmse_ocean: - <<: *preproc_default - mask_below_threshold: - threshold: 273.15 - mask_landsea: - mask_out: land - distance_metric: - metric: weighted_rmse - rmse_land: - <<: *preproc_default - mask_landsea: - mask_out: sea - distance_metric: - metric: weighted_rmse - - -VAR_SETTINGS: &var_settings - project: CMIP6 - mip: Amon - exp: historical - ensemble: r1i1p1f1 - grid: gr - timerange: 2000/2009 - - -datasets: - - {alias: ACCESS-CM2, dataset: ACCESS-CM2, grid: gn, institute: CSIRO-ARCCSS} - - {alias: ACCESS-ESM1-5, dataset: ACCESS-ESM1-5, grid: gn, institute: CSIRO} - - {alias: AWI-CM-1-1-MR, dataset: AWI-CM-1-1-MR, grid: gn} - - {alias: AWI-ESM-1-1-LR, dataset: AWI-ESM-1-1-LR, grid: gn} - - {alias: BCC-CSM2-MR, dataset: BCC-CSM2-MR, grid: gn} - - {alias: BCC-ESM1, dataset: BCC-ESM1, grid: gn} - - {alias: CAMS-CSM1-0, dataset: CAMS-CSM1-0, grid: gn} - - {alias: CanESM5, dataset: CanESM5, grid: gn} - - {alias: CanESM5-CanOE, dataset: CanESM5-CanOE, grid: gn, ensemble: r1i1p2f1} - - {alias: CESM2, dataset: CESM2, grid: gn} - - {alias: CESM2-FV2, dataset: CESM2-FV2, grid: gn, institute: NCAR} - - {alias: CESM2-WACCM, dataset: CESM2-WACCM, grid: gn, institute: NCAR} - - {alias: CESM2-WACCM-FV2, dataset: CESM2-WACCM-FV2, grid: gn, institute: NCAR} - - {alias: CIESM, dataset: CIESM} - - {alias: CNRM-CM6-1, dataset: CNRM-CM6-1, ensemble: r1i1p1f2} - - {alias: CNRM-CM6-1-HR, dataset: CNRM-CM6-1-HR, ensemble: r1i1p1f2} - - {alias: CNRM-ESM2-1, dataset: CNRM-ESM2-1, ensemble: r1i1p1f2} - - {alias: E3SM-1-0, dataset: E3SM-1-0} - - {alias: EC-Earth3-Veg, dataset: EC-Earth3-Veg} - - {alias: FGOALS-f3-L, dataset: FGOALS-f3-L} - - {alias: FGOALS-g3, dataset: FGOALS-g3, grid: gn} - - {alias: GFDL-ESM4, dataset: GFDL-ESM4, grid: gr1} - - {alias: GISS-E2-1-G, dataset: GISS-E2-1-G, grid: gn} - - {alias: GISS-E2-1-H, dataset: GISS-E2-1-H, grid: gn} - - {alias: HadGEM3-GC31-LL, dataset: HadGEM3-GC31-LL, ensemble: r1i1p1f3, grid: gn} - - {alias: HadGEM3-GC31-MM, dataset: HadGEM3-GC31-MM, ensemble: r1i1p1f3, grid: gn} - - {alias: INM-CM4-8, dataset: INM-CM4-8, grid: gr1} - - {alias: INM-CM5-0, dataset: INM-CM5-0, grid: gr1} - - {alias: IPSL-CM6A-LR, dataset: IPSL-CM6A-LR} - - {alias: KACE-1-0-G, dataset: KACE-1-0-G} - - {alias: MIROC-ES2L, dataset: MIROC-ES2L, ensemble: r1i1p1f2, grid: gn} - - {alias: MPI-ESM-1-2-HAM, dataset: MPI-ESM-1-2-HAM, grid: gn} - - {alias: MPI-ESM1-2-HR, dataset: MPI-ESM1-2-HR, grid: gn} - - {alias: MPI-ESM1-2-LR, dataset: MPI-ESM1-2-LR, grid: gn} - - {alias: MRI-ESM2-0, dataset: MRI-ESM2-0, grid: gn} - - {alias: NESM3, dataset: NESM3, grid: gn} - - {alias: NorESM2-LM, dataset: NorESM2-LM, grid: gn, institute: NCC} - - {alias: NorESM2-MM, dataset: NorESM2-MM, grid: gn, institute: NCC} - - {alias: SAM0-UNICON, dataset: SAM0-UNICON, grid: gn} - - {alias: UKESM1-0-LL, dataset: UKESM1-0-LL, ensemble: r1i1p1f2, grid: gn} - - {dataset: EMAC, project: EMAC, exp: esmvaltest01, supplementary_variables: [{short_name: sftlf, skip: true}, {short_name: areacella, skip: true}], timerange: 2000/2004, alias: EMAC (2000-2004)} - - {dataset: EMAC, project: EMAC, exp: esmvaltest01, supplementary_variables: [{short_name: sftlf, skip: true}, {short_name: areacella, skip: true}], timerange: 2005/2009, alias: EMAC (2005-2009)} - - -diagnostics: - fig_08: - variables: - tas: - <<: *var_settings - variable: tas_land - preprocessor: rmse_land - split: Ref1 - additional_datasets: - - {dataset: ERA5, project: native6, type: reanaly, version: v1, tier: 3, <<: *ref_tag} - tas_2: - <<: *var_settings - short_name: tas - variable: tas_land - preprocessor: rmse_land - split: Ref2 - additional_datasets: - - {dataset: HadCRUT5, project: OBS, type: ground, - version: 5.0.1.0-analysis, tier: 2, <<: *ref_tag} - lwcre: - <<: *var_settings - variable: lwcre - preprocessor: rmse - derive: true - force_derivation: true - channel: Amon - split: Ref1 - additional_datasets: - - {dataset: ISCCP-FH, project: OBS, type: sat, version: v0, - tier: 2, start_year: 2000, end_year: 2009, <<: *ref_tag} - lwcre_2: - <<: *var_settings - preprocessor: rmse - short_name: lwcre - variable: lwcre - derive: true - force_derivation: true - split: Ref2 - channel: Amon - additional_datasets: - - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, - tier: 2, start_year: 2001, end_year: 2009, <<: *ref_tag} - pr: &var_rmse - <<: *var_settings - variable: pr - preprocessor: rmse - split: Ref1 - additional_datasets: - - {dataset: ERA5, project: native6, type: reanaly, version: v1, tier: 3, <<: *ref_tag} - pr_2: - <<: *var_rmse - short_name: pr - variable: pr - split: Ref2 - additional_datasets: - - {dataset: GPCP-SG, project: OBS, type: atmos, version: 2.3, tier: 2, - <<: *ref_tag} - psl: - <<: *var_rmse - variable: psl - split: Ref1 - additional_datasets: - - {dataset: ERA5, project: native6, type: reanaly, version: v1, tier: 3, <<: *ref_tag} - rlut: - <<: *var_rmse - variable: rlut - split: Ref1 - additional_datasets: - - {dataset: ERA5, project: native6, type: reanaly, version: v1, tier: 3, <<: *ref_tag} - rlut_2: - <<: *var_rmse - short_name: rlut - variable: rlut - split: Ref2 - additional_datasets: - - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, - tier: 2, start_year: 2001, end_year: 2009, <<: *ref_tag} - rsut: - <<: *var_rmse - variable: rsut - additional_datasets: - - {dataset: ISCCP-FH, project: OBS, type: sat, version: v0, - tier: 2, start_year: 2000, end_year: 2009, <<: *ref_tag} - rsut_2: - <<: *var_rmse - short_name: rsut - variable: rsut - split: Ref2 - additional_datasets: - - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, - tier: 2, start_year: 2001, end_year: 2009, <<: *ref_tag} - swcre: - <<: *var_rmse - variable: swcre - derive: true - force_derivation: true - channel: Amon - additional_datasets: - - {dataset: ISCCP-FH, project: OBS, type: sat, version: v0, - tier: 2, start_year: 2000, end_year: 2009, <<: *ref_tag} - swcre_2: - <<: *var_rmse - short_name: swcre - variable: swcre - channel: Amon - derive: true - force_derivation: true - split: Ref2 - additional_datasets: - - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, - tier: 2, start_year: 2001, end_year: 2009, <<: *ref_tag} - ts: - <<: *var_rmse - variable: sst - split: Ref1 - additional_datasets: - - {dataset: ERA5, project: native6, type: reanaly, version: v1, tier: 3, <<: *ref_tag} - preprocessor: rmse_ocean - ts_2: - <<: *var_rmse - short_name: ts - variable: sst - split: Ref2 - preprocessor: rmse_ocean - additional_datasets: - - {dataset: HadISST, project: OBS, type: reanaly, version: 1, tier: 2, <<: *ref_tag} - scripts: - portrait: - script: portrait_plot.py - x_by: alias - y_by: variable # use extra_facet since group and short_name don't work - group_by: project - normalize: "centered_median" - default_split: Ref1 - nan_color: null - plot_kwargs: - vmin: -0.3 - vmax: +0.3 - cbar_kwargs: - label: Relative RMSE - extend: both From bfa5873568ae93a7300b2fffbabf069f395f2624 Mon Sep 17 00:00:00 2001 From: Manuel Schlund Date: Mon, 27 Jan 2025 15:09:01 +0100 Subject: [PATCH 92/95] Fix flake8 issues --- esmvaltool/diag_scripts/monitor/multi_datasets.py | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/esmvaltool/diag_scripts/monitor/multi_datasets.py b/esmvaltool/diag_scripts/monitor/multi_datasets.py index 4ca7a1098f..851f1e7906 100644 --- a/esmvaltool/diag_scripts/monitor/multi_datasets.py +++ b/esmvaltool/diag_scripts/monitor/multi_datasets.py @@ -10,14 +10,14 @@ facet ``reference_for_monitor_diags: true`` in the definition of the dataset in the recipe. Note that at most one reference dataset per variable is supported. -Please note that all benchmarking plot types (i.e. all plot types starting -with ``benchmarking_``) require exactly one dataset (the dataset to be benchmarked) -to have the facet ``benchmark_dataset: true`` in the dataset entry of the recipe. -For benchmarking line plots (i.e. ``benchmarking_annual_cycle``, +Please note that all benchmarking plot types (i.e. all plot types starting with +``benchmarking_``) require exactly one dataset (the dataset to be benchmarked) +to have the facet ``benchmark_dataset: true`` in the dataset entry of the +recipe. For benchmarking line plots (i.e. ``benchmarking_annual_cycle``, ``benchmarking_diurnal_cycle``, ``benchmarking_timeseries``), it is recommended to specify a particular line color and line style in the ``scripts`` section of -the recipe for the dataset to be benchmarked (``benchmark_dataset: true``) so that -this dataset is easy to identify in the plot. +the recipe for the dataset to be benchmarked (``benchmark_dataset: true``) so +that this dataset is easy to identify in the plot. Currently supported plot types (use the option ``plots`` to specify them): - Time series (plot type ``timeseries``): for each variable separately, all From 0d862a2e1f77ead437e8cb78c17579f9b5be107e Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Mon, 27 Jan 2025 15:15:04 +0100 Subject: [PATCH 93/95] removed EMAC from recipes --- .../recipe_model_benchmarking_timeseries.yml | 4 +- .../recipe_model_evaluation_portraits.yml | 535 ++++++++++++++++++ 2 files changed, 537 insertions(+), 2 deletions(-) create mode 100644 esmvaltool/recipes/model_evaluation/recipe_model_evaluation_portraits.yml diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_timeseries.yml b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_timeseries.yml index 5452178739..c07882305c 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_timeseries.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_benchmarking_timeseries.yml @@ -89,7 +89,7 @@ preprocessors: percent: 10 - operator: percentile percent: 90 - exclude: [reference_dataset, EMAC] + exclude: [reference_dataset, MIROC6] pp_tas_metric: custom_order: true @@ -117,7 +117,7 @@ preprocessors: percent: 10 - operator: percentile percent: 90 - exclude: [reference_dataset, EMAC] + exclude: [reference_dataset, MIROC6] diagnostics: diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_evaluation_portraits.yml b/esmvaltool/recipes/model_evaluation/recipe_model_evaluation_portraits.yml new file mode 100644 index 0000000000..f70a7377a7 --- /dev/null +++ b/esmvaltool/recipes/model_evaluation/recipe_model_evaluation_portraits.yml @@ -0,0 +1,535 @@ +# ESMValTool +# +--- +documentation: + title: Performance metrics plots. + description: > + Compare performance of model simulations to a reference dataset. + authors: + - lindenlaub_lukas + maintainer: + - lindenlaub_lukas + references: + - eyring21ipcc + + +ref_tag: &ref_tag + reference_for_metric: true + reference_for_bias: true + + +preprocessors: + default: &preproc_default + regrid: + target_grid: 2x2 + scheme: linear + climate_statistics: + operator: mean + period: month + rmse: + <<: *preproc_default + distance_metric: + metric: weighted_rmse + pearsonr: + <<: *preproc_default + distance_metric: + metric: weighted_pearsonr + emd: + <<: *preproc_default + distance_metric: + metric: weighted_emd + rmse_ocean: + <<: *preproc_default + mask_below_threshold: + threshold: 273.15 + mask_landsea: + mask_out: land + distance_metric: + metric: weighted_rmse + pearsonr_ocean: + <<: *preproc_default + mask_below_threshold: + threshold: 273.15 + mask_landsea: + mask_out: land + distance_metric: + metric: weighted_pearsonr + emd_ocean: + <<: *preproc_default + mask_below_threshold: + threshold: 273.15 + mask_landsea: + mask_out: land + distance_metric: + metric: weighted_emd + rmse_land: + <<: *preproc_default + mask_landsea: + mask_out: sea + distance_metric: + metric: weighted_rmse + pearsonr_land: + <<: *preproc_default + mask_landsea: + mask_out: sea + distance_metric: + metric: weighted_pearsonr + emd_land: + <<: *preproc_default + mask_landsea: + mask_out: sea + distance_metric: + metric: weighted_emd + + +VAR_SETTINGS: &var_settings + project: CMIP6 + mip: Amon + exp: historical + ensemble: r1i1p1f1 + grid: gr + # supplementary_variables: [{short_name: sftlf, skip: true}, {short_name: areacella, skip: true}] + timerange: 2000/2009 + + +datasets: + - {alias: ACCESS-CM2, dataset: ACCESS-CM2, grid: gn, institute: CSIRO-ARCCSS} + - {alias: ACCESS-ESM1-5, dataset: ACCESS-ESM1-5, grid: gn, institute: CSIRO} + - {alias: AWI-CM-1-1-MR, dataset: AWI-CM-1-1-MR, grid: gn} + - {alias: AWI-ESM-1-1-LR, dataset: AWI-ESM-1-1-LR, grid: gn} + - {alias: BCC-CSM2-MR, dataset: BCC-CSM2-MR, grid: gn} + - {alias: BCC-ESM1, dataset: BCC-ESM1, grid: gn} + - {alias: CAMS-CSM1-0, dataset: CAMS-CSM1-0, grid: gn} + - {alias: CanESM5, dataset: CanESM5, grid: gn} + - {alias: CanESM5-CanOE, dataset: CanESM5-CanOE, grid: gn, ensemble: r1i1p2f1} + - {alias: CESM2, dataset: CESM2, grid: gn} + - {alias: CESM2-FV2, dataset: CESM2-FV2, grid: gn, institute: NCAR} + - {alias: CESM2-WACCM, dataset: CESM2-WACCM, grid: gn, institute: NCAR} + - {alias: CESM2-WACCM-FV2, dataset: CESM2-WACCM-FV2, grid: gn, institute: NCAR} + - {alias: CIESM, dataset: CIESM} + - {alias: CNRM-CM6-1, dataset: CNRM-CM6-1, ensemble: r1i1p1f2} + - {alias: CNRM-CM6-1-HR, dataset: CNRM-CM6-1-HR, ensemble: r1i1p1f2} + - {alias: CNRM-ESM2-1, dataset: CNRM-ESM2-1, ensemble: r1i1p1f2} + - {alias: E3SM-1-0, dataset: E3SM-1-0} + # - {alias: E3SM-1-1, dataset: E3SM-1-1, institute: E3SM-Project} + - {alias: EC-Earth3-Veg, dataset: EC-Earth3-Veg} + - {alias: FGOALS-f3-L, dataset: FGOALS-f3-L} + - {alias: FGOALS-g3, dataset: FGOALS-g3, grid: gn} + - {alias: GFDL-ESM4, dataset: GFDL-ESM4, grid: gr1} + - {alias: GISS-E2-1-G, dataset: GISS-E2-1-G, grid: gn} + - {alias: GISS-E2-1-H, dataset: GISS-E2-1-H, grid: gn} + - {alias: HadGEM3-GC31-LL, dataset: HadGEM3-GC31-LL, ensemble: r1i1p1f3, grid: gn} + - {alias: HadGEM3-GC31-MM, dataset: HadGEM3-GC31-MM, ensemble: r1i1p1f3, grid: gn} + - {alias: INM-CM4-8, dataset: INM-CM4-8, grid: gr1} + - {alias: INM-CM5-0, dataset: INM-CM5-0, grid: gr1} + - {alias: IPSL-CM6A-LR, dataset: IPSL-CM6A-LR} + - {alias: KACE-1-0-G, dataset: KACE-1-0-G} + - {alias: MIROC-ES2L, dataset: MIROC-ES2L, ensemble: r1i1p1f2, grid: gn} + - {alias: MPI-ESM-1-2-HAM, dataset: MPI-ESM-1-2-HAM, grid: gn} + - {alias: MPI-ESM1-2-HR, dataset: MPI-ESM1-2-HR, grid: gn} + - {alias: MPI-ESM1-2-LR, dataset: MPI-ESM1-2-LR, grid: gn} + - {alias: MRI-ESM2-0, dataset: MRI-ESM2-0, grid: gn} + - {alias: NESM3, dataset: NESM3, grid: gn} + - {alias: NorESM2-LM, dataset: NorESM2-LM, grid: gn, institute: NCC} + - {alias: NorESM2-MM, dataset: NorESM2-MM, grid: gn, institute: NCC} + - {alias: SAM0-UNICON, dataset: SAM0-UNICON, grid: gn} + - {alias: UKESM1-0-LL, dataset: UKESM1-0-LL, ensemble: r1i1p1f2, grid: gn} + +ERA5_REF: &era5_ref + split: Ref1 + additional_datasets: + - {dataset: ERA5, project: native6, type: reanaly, version: v1, tier: 3, <<: *ref_tag} + +diagnostics: + perfmetrics_rmse: # seasonal normalized rmse + variables: + tas: + <<: *var_settings + variable: tas_land + preprocessor: rmse_land + <<: *era5_ref + tas_2: + <<: *var_settings + short_name: tas + preprocessor: rmse_land + split: Ref2 + variable: tas_land + additional_datasets: + - {dataset: HadCRUT5, project: OBS, type: ground, + version: 5.0.1.0-analysis, tier: 2, <<: *ref_tag} + lwcre: + <<: *var_settings + preprocessor: rmse + variable: lwcre + derive: true + force_derivation: true + channel: Amon + split: Ref1 + additional_datasets: + - {dataset: ISCCP-FH, project: OBS, type: sat, version: v0, + tier: 2, start_year: 2000, end_year: 2009, <<: *ref_tag} + lwcre_2: + <<: *var_settings + preprocessor: rmse + short_name: lwcre + variable: lwcre + derive: true + force_derivation: true + split: Ref2 + channel: Amon + additional_datasets: + - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + tier: 2, start_year: 2001, end_year: 2009, <<: *ref_tag} + pr: &var_rmse + variable: pr + <<: *var_settings + preprocessor: rmse + <<: *era5_ref + pr_2: + variable: pr + short_name: pr + <<: *var_rmse + split: Ref2 + additional_datasets: + - {dataset: GPCP-SG, project: OBS, type: atmos, version: 2.3, tier: 2, + <<: *ref_tag} + psl: + variable: psl + <<: *var_rmse + <<: *era5_ref + rlut: + variable: rlut + <<: *var_rmse + <<: *era5_ref + rlut_2: + variable: rlut + short_name: rlut + <<: *var_rmse + split: Ref2 + additional_datasets: + - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + tier: 2, start_year: 2001, end_year: 2009, <<: *ref_tag} + rsut: + <<: *var_rmse + variable: rsut + additional_datasets: + - {dataset: ISCCP-FH, project: OBS, type: sat, version: v0, + tier: 2, start_year: 2000, end_year: 2009, <<: *ref_tag} + rsut_2: + variable: rsut + short_name: rsut + <<: *var_rmse + split: Ref2 + additional_datasets: + - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + tier: 2, start_year: 2001, end_year: 2009, <<: *ref_tag} + swcre: + variable: swcre + <<: *var_rmse + derive: true + force_derivation: true + channel: Amon + additional_datasets: + - {dataset: ISCCP-FH, project: OBS, type: sat, version: v0, + tier: 2, start_year: 2000, end_year: 2009, <<: *ref_tag} + swcre_2: + variable: swcre + short_name: swcre + <<: *var_rmse + channel: Amon + derive: true + force_derivation: true + split: Ref2 + additional_datasets: + - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + tier: 2, start_year: 2001, end_year: 2009, <<: *ref_tag} + ts: + variable: sst + <<: *var_rmse + <<: *era5_ref + preprocessor: rmse_ocean + ts_2: + variable: sst + short_name: ts + <<: *var_rmse + split: Ref2 + preprocessor: rmse_ocean + additional_datasets: + - {dataset: HadISST, project: OBS, type: reanaly, version: 1, tier: 2, <<: *ref_tag} + scripts: + portrait: + script: portrait_plot.py + x_by: alias + y_by: variable # use extra_facet since group and short_name don't work + group_by: project + normalize: "centered_median" + default_split: ERA5 + nan_color: null + plot_kwargs: + vmin: -0.3 + vmax: +0.3 + cbar_kwargs: + label: Relative RMSE + extend: both + + # perfmetrics_emd: # seasonal normalized emd + # variables: + # tas: + # <<: *var_settings + # variable: tas_land + # preprocessor: emd_land + # <<: *era5_ref + # tas_2: + # <<: *var_settings + # variable: tas_land + # preprocessor: emd_land + # short_name: tas + # split: Ref2 + # additional_datasets: + # - {dataset: HadCRUT5, project: OBS, type: ground, + # version: 5.0.1.0-analysis, tier: 2, <<: *ref_tag} + # lwcre: + # <<: *var_settings + # preprocessor: emd + # variable: lwcre + # derive: true + # force_derivation: true + # channel: Amon + # split: Ref1 + # additional_datasets: + # - {dataset: ISCCP-FH, project: OBS, type: sat, version: v0, + # tier: 2, start_year: 2000, end_year: 2009, <<: *ref_tag} + # lwcre_2: + # <<: *var_settings + # preprocessor: emd + # short_name: lwcre + # variable: lwcre + # derive: true + # force_derivation: true + # split: Ref2 + # channel: Amon + # additional_datasets: + # - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + # tier: 2, start_year: 2001, end_year: 2009, <<: *ref_tag} + # pr: &var_emd + # variable: pr + # <<: *var_settings + # preprocessor: emd + # <<: *era5_ref + # pr_2: + # variable: pr + # short_name: pr + # <<: *var_emd + # split: Ref2 + # additional_datasets: + # - {dataset: GPCP-SG, project: OBS, type: atmos, version: 2.3, tier: 2, + # <<: *ref_tag} + # psl: + # variable: psl + # <<: *var_emd + # <<: *era5_ref + # rlut: + # variable: rlut + # <<: *var_emd + # <<: *era5_ref + # rlut_2: + # variable: rlut + # short_name: rlut + # <<: *var_emd + # split: Ref2 + # additional_datasets: + # - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + # tier: 2, start_year: 2001, end_year: 2009, <<: *ref_tag} + # rsut: + # <<: *var_emd + # variable: rsut + # additional_datasets: + # - {dataset: ISCCP-FH, project: OBS, type: sat, version: v0, + # tier: 2, start_year: 2000, end_year: 2009, <<: *ref_tag} + # rsut_2: + # variable: rsut + # short_name: rsut + # <<: *var_emd + # split: Ref2 + # additional_datasets: + # - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + # tier: 2, start_year: 2001, end_year: 2009, <<: *ref_tag} + # swcre: + # variable: swcre + # <<: *var_emd + # derive: true + # force_derivation: true + # channel: Amon + # additional_datasets: + # - {dataset: ISCCP-FH, project: OBS, type: sat, version: v0, + # tier: 2, start_year: 2000, end_year: 2009, <<: *ref_tag} + # swcre_2: + # variable: swcre + # short_name: swcre + # channel: Amon + # <<: *var_emd + # derive: true + # force_derivation: true + # split: Ref2 + # additional_datasets: + # - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + # tier: 2, start_year: 2001, end_year: 2009, <<: *ref_tag} + # ts: + # variable: sst + # <<: *var_emd + # <<: *era5_ref + # preprocessor: emd_ocean + # ts_2: + # variable: sst + # short_name: ts + # <<: *var_emd + # split: Ref2 + # preprocessor: emd_ocean + # additional_datasets: + # - {dataset: HadISST, project: OBS, type: reanaly, version: 1, tier: 2, <<: *ref_tag} + # scripts: + # portrait: + # script: portrait_plot.py + # x_by: alias + # y_by: variable # use extra_facet since group and short_name don't work + # group_by: project + # normalize: "centered_median" + # default_split: ERA5 + # nan_color: null + # plot_kwargs: + # vmin: -0.3 + # vmax: +0.3 + # cbar_kwargs: + # label: Relative EMD + # extend: both + + # perfmetrics_pearsonr: # seasonal normalized pearsonr + # variables: + # tas: + # <<: *var_settings + # variable: tas_land + # preprocessor: pearsonr_land + # <<: *era5_ref + # tas_2: + # <<: *var_settings + # short_name: tas + # preprocessor: pearsonr_land + # split: Ref2 + # variable: tas_land + # additional_datasets: + # - {dataset: HadCRUT5, project: OBS, type: ground, + # version: 5.0.1.0-analysis, tier: 2, <<: *ref_tag} + # lwcre: + # <<: *var_settings + # variable: lwcre + # preprocessor: pearsonr + # derive: true + # force_derivation: true + # channel: Amon + # split: Ref1 + # additional_datasets: + # - {dataset: ISCCP-FH, project: OBS, type: sat, version: v0, + # tier: 2, start_year: 2000, end_year: 2009, <<: *ref_tag} + # lwcre_2: + # <<: *var_settings + # preprocessor: pearsonr + # short_name: lwcre + # variable: lwcre + # derive: true + # force_derivation: true + # channel: Amon + # split: Ref2 + # additional_datasets: + # - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + # tier: 2, start_year: 2001, end_year: 2009, <<: *ref_tag} + # pr: &var_pearsonr + # variable: pr + # <<: *var_settings + # preprocessor: pearsonr + # <<: *era5_ref + # pr_2: + # variable: pr + # short_name: pr + # <<: *var_pearsonr + # split: Ref2 + # additional_datasets: + # - {dataset: GPCP-SG, project: OBS, type: atmos, version: 2.3, tier: 2, + # <<: *ref_tag} + # psl: + # variable: psl + # <<: *var_pearsonr + # <<: *era5_ref + # rlut: + # variable: rlut + # <<: *var_pearsonr + # <<: *era5_ref + # rlut_2: + # variable: rlut + # short_name: rlut + # <<: *var_pearsonr + # split: Ref2 + # additional_datasets: + # - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + # tier: 2, start_year: 2001, end_year: 2009, <<: *ref_tag} + # rsut: + # <<: *var_pearsonr + # variable: rsut + # additional_datasets: + # - {dataset: ISCCP-FH, project: OBS, type: sat, version: v0, + # tier: 2, start_year: 2000, end_year: 2009, <<: *ref_tag} + # rsut_2: + # variable: rsut + # short_name: rsut + # <<: *var_pearsonr + # split: Ref2 + # additional_datasets: + # - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + # tier: 2, start_year: 2001, end_year: 2009, <<: *ref_tag} + # swcre: + # variable: swcre + # <<: *var_pearsonr + # derive: true + # force_derivation: true + # channel: Amon + # additional_datasets: + # - {dataset: ISCCP-FH, project: OBS, type: sat, version: v0, + # tier: 2, start_year: 2000, end_year: 2009, <<: *ref_tag} + # swcre_2: + # variable: swcre + # short_name: swcre + # <<: *var_pearsonr + # derive: true + # force_derivation: true + # channel: Amon + # split: Ref2 + # additional_datasets: + # - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, + # tier: 2, start_year: 2001, end_year: 2009, <<: *ref_tag} + # ts: + # variable: sst + # <<: *var_pearsonr + # <<: *era5_ref + # preprocessor: pearsonr_ocean + # ts_2: + # variable: sst + # short_name: ts + # <<: *var_pearsonr + # split: Ref2 + # preprocessor: pearsonr_ocean + # additional_datasets: + # - {dataset: HadISST, project: OBS, type: reanaly, version: 1, tier: 2, <<: *ref_tag} + # scripts: + # portrait: + # script: perfmetrics/portrait_plot.py + # x_by: alias + # y_by: variable # use extra_facet since group and short_name don't work + # group_by: project + # normalize: null + # default_split: ERA5 + # nan_color: null + # plot_kwargs: + # vmin: -1.0 + # vmax: +1.0 + # cbar_kwargs: + # label: Pearson's r + # extend: both From 8417240be061549c1909373bd97ed3e4406a1699 Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Tue, 28 Jan 2025 12:56:27 +0100 Subject: [PATCH 94/95] removed commented out lines in recipe_model_evaluation_portraits.yml --- .../recipe_model_evaluation_portraits.yml | 263 ------------------ 1 file changed, 263 deletions(-) diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_evaluation_portraits.yml b/esmvaltool/recipes/model_evaluation/recipe_model_evaluation_portraits.yml index f70a7377a7..a8f829da41 100644 --- a/esmvaltool/recipes/model_evaluation/recipe_model_evaluation_portraits.yml +++ b/esmvaltool/recipes/model_evaluation/recipe_model_evaluation_portraits.yml @@ -88,7 +88,6 @@ VAR_SETTINGS: &var_settings exp: historical ensemble: r1i1p1f1 grid: gr - # supplementary_variables: [{short_name: sftlf, skip: true}, {short_name: areacella, skip: true}] timerange: 2000/2009 @@ -271,265 +270,3 @@ diagnostics: cbar_kwargs: label: Relative RMSE extend: both - - # perfmetrics_emd: # seasonal normalized emd - # variables: - # tas: - # <<: *var_settings - # variable: tas_land - # preprocessor: emd_land - # <<: *era5_ref - # tas_2: - # <<: *var_settings - # variable: tas_land - # preprocessor: emd_land - # short_name: tas - # split: Ref2 - # additional_datasets: - # - {dataset: HadCRUT5, project: OBS, type: ground, - # version: 5.0.1.0-analysis, tier: 2, <<: *ref_tag} - # lwcre: - # <<: *var_settings - # preprocessor: emd - # variable: lwcre - # derive: true - # force_derivation: true - # channel: Amon - # split: Ref1 - # additional_datasets: - # - {dataset: ISCCP-FH, project: OBS, type: sat, version: v0, - # tier: 2, start_year: 2000, end_year: 2009, <<: *ref_tag} - # lwcre_2: - # <<: *var_settings - # preprocessor: emd - # short_name: lwcre - # variable: lwcre - # derive: true - # force_derivation: true - # split: Ref2 - # channel: Amon - # additional_datasets: - # - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, - # tier: 2, start_year: 2001, end_year: 2009, <<: *ref_tag} - # pr: &var_emd - # variable: pr - # <<: *var_settings - # preprocessor: emd - # <<: *era5_ref - # pr_2: - # variable: pr - # short_name: pr - # <<: *var_emd - # split: Ref2 - # additional_datasets: - # - {dataset: GPCP-SG, project: OBS, type: atmos, version: 2.3, tier: 2, - # <<: *ref_tag} - # psl: - # variable: psl - # <<: *var_emd - # <<: *era5_ref - # rlut: - # variable: rlut - # <<: *var_emd - # <<: *era5_ref - # rlut_2: - # variable: rlut - # short_name: rlut - # <<: *var_emd - # split: Ref2 - # additional_datasets: - # - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, - # tier: 2, start_year: 2001, end_year: 2009, <<: *ref_tag} - # rsut: - # <<: *var_emd - # variable: rsut - # additional_datasets: - # - {dataset: ISCCP-FH, project: OBS, type: sat, version: v0, - # tier: 2, start_year: 2000, end_year: 2009, <<: *ref_tag} - # rsut_2: - # variable: rsut - # short_name: rsut - # <<: *var_emd - # split: Ref2 - # additional_datasets: - # - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, - # tier: 2, start_year: 2001, end_year: 2009, <<: *ref_tag} - # swcre: - # variable: swcre - # <<: *var_emd - # derive: true - # force_derivation: true - # channel: Amon - # additional_datasets: - # - {dataset: ISCCP-FH, project: OBS, type: sat, version: v0, - # tier: 2, start_year: 2000, end_year: 2009, <<: *ref_tag} - # swcre_2: - # variable: swcre - # short_name: swcre - # channel: Amon - # <<: *var_emd - # derive: true - # force_derivation: true - # split: Ref2 - # additional_datasets: - # - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, - # tier: 2, start_year: 2001, end_year: 2009, <<: *ref_tag} - # ts: - # variable: sst - # <<: *var_emd - # <<: *era5_ref - # preprocessor: emd_ocean - # ts_2: - # variable: sst - # short_name: ts - # <<: *var_emd - # split: Ref2 - # preprocessor: emd_ocean - # additional_datasets: - # - {dataset: HadISST, project: OBS, type: reanaly, version: 1, tier: 2, <<: *ref_tag} - # scripts: - # portrait: - # script: portrait_plot.py - # x_by: alias - # y_by: variable # use extra_facet since group and short_name don't work - # group_by: project - # normalize: "centered_median" - # default_split: ERA5 - # nan_color: null - # plot_kwargs: - # vmin: -0.3 - # vmax: +0.3 - # cbar_kwargs: - # label: Relative EMD - # extend: both - - # perfmetrics_pearsonr: # seasonal normalized pearsonr - # variables: - # tas: - # <<: *var_settings - # variable: tas_land - # preprocessor: pearsonr_land - # <<: *era5_ref - # tas_2: - # <<: *var_settings - # short_name: tas - # preprocessor: pearsonr_land - # split: Ref2 - # variable: tas_land - # additional_datasets: - # - {dataset: HadCRUT5, project: OBS, type: ground, - # version: 5.0.1.0-analysis, tier: 2, <<: *ref_tag} - # lwcre: - # <<: *var_settings - # variable: lwcre - # preprocessor: pearsonr - # derive: true - # force_derivation: true - # channel: Amon - # split: Ref1 - # additional_datasets: - # - {dataset: ISCCP-FH, project: OBS, type: sat, version: v0, - # tier: 2, start_year: 2000, end_year: 2009, <<: *ref_tag} - # lwcre_2: - # <<: *var_settings - # preprocessor: pearsonr - # short_name: lwcre - # variable: lwcre - # derive: true - # force_derivation: true - # channel: Amon - # split: Ref2 - # additional_datasets: - # - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, - # tier: 2, start_year: 2001, end_year: 2009, <<: *ref_tag} - # pr: &var_pearsonr - # variable: pr - # <<: *var_settings - # preprocessor: pearsonr - # <<: *era5_ref - # pr_2: - # variable: pr - # short_name: pr - # <<: *var_pearsonr - # split: Ref2 - # additional_datasets: - # - {dataset: GPCP-SG, project: OBS, type: atmos, version: 2.3, tier: 2, - # <<: *ref_tag} - # psl: - # variable: psl - # <<: *var_pearsonr - # <<: *era5_ref - # rlut: - # variable: rlut - # <<: *var_pearsonr - # <<: *era5_ref - # rlut_2: - # variable: rlut - # short_name: rlut - # <<: *var_pearsonr - # split: Ref2 - # additional_datasets: - # - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, - # tier: 2, start_year: 2001, end_year: 2009, <<: *ref_tag} - # rsut: - # <<: *var_pearsonr - # variable: rsut - # additional_datasets: - # - {dataset: ISCCP-FH, project: OBS, type: sat, version: v0, - # tier: 2, start_year: 2000, end_year: 2009, <<: *ref_tag} - # rsut_2: - # variable: rsut - # short_name: rsut - # <<: *var_pearsonr - # split: Ref2 - # additional_datasets: - # - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, - # tier: 2, start_year: 2001, end_year: 2009, <<: *ref_tag} - # swcre: - # variable: swcre - # <<: *var_pearsonr - # derive: true - # force_derivation: true - # channel: Amon - # additional_datasets: - # - {dataset: ISCCP-FH, project: OBS, type: sat, version: v0, - # tier: 2, start_year: 2000, end_year: 2009, <<: *ref_tag} - # swcre_2: - # variable: swcre - # short_name: swcre - # <<: *var_pearsonr - # derive: true - # force_derivation: true - # channel: Amon - # split: Ref2 - # additional_datasets: - # - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, - # tier: 2, start_year: 2001, end_year: 2009, <<: *ref_tag} - # ts: - # variable: sst - # <<: *var_pearsonr - # <<: *era5_ref - # preprocessor: pearsonr_ocean - # ts_2: - # variable: sst - # short_name: ts - # <<: *var_pearsonr - # split: Ref2 - # preprocessor: pearsonr_ocean - # additional_datasets: - # - {dataset: HadISST, project: OBS, type: reanaly, version: 1, tier: 2, <<: *ref_tag} - # scripts: - # portrait: - # script: perfmetrics/portrait_plot.py - # x_by: alias - # y_by: variable # use extra_facet since group and short_name don't work - # group_by: project - # normalize: null - # default_split: ERA5 - # nan_color: null - # plot_kwargs: - # vmin: -1.0 - # vmax: +1.0 - # cbar_kwargs: - # label: Pearson's r - # extend: both From a221dcbf75c658877c7e3cd2b08120cedd19ed4c Mon Sep 17 00:00:00 2001 From: Axel Lauer Date: Tue, 28 Jan 2025 14:15:21 +0100 Subject: [PATCH 95/95] removed recipe_model_evaluation_portraits.yml from this PR to avoid duplication --- .../recipe_model_evaluation_portraits.yml | 272 ------------------ 1 file changed, 272 deletions(-) delete mode 100644 esmvaltool/recipes/model_evaluation/recipe_model_evaluation_portraits.yml diff --git a/esmvaltool/recipes/model_evaluation/recipe_model_evaluation_portraits.yml b/esmvaltool/recipes/model_evaluation/recipe_model_evaluation_portraits.yml deleted file mode 100644 index a8f829da41..0000000000 --- a/esmvaltool/recipes/model_evaluation/recipe_model_evaluation_portraits.yml +++ /dev/null @@ -1,272 +0,0 @@ -# ESMValTool -# ---- -documentation: - title: Performance metrics plots. - description: > - Compare performance of model simulations to a reference dataset. - authors: - - lindenlaub_lukas - maintainer: - - lindenlaub_lukas - references: - - eyring21ipcc - - -ref_tag: &ref_tag - reference_for_metric: true - reference_for_bias: true - - -preprocessors: - default: &preproc_default - regrid: - target_grid: 2x2 - scheme: linear - climate_statistics: - operator: mean - period: month - rmse: - <<: *preproc_default - distance_metric: - metric: weighted_rmse - pearsonr: - <<: *preproc_default - distance_metric: - metric: weighted_pearsonr - emd: - <<: *preproc_default - distance_metric: - metric: weighted_emd - rmse_ocean: - <<: *preproc_default - mask_below_threshold: - threshold: 273.15 - mask_landsea: - mask_out: land - distance_metric: - metric: weighted_rmse - pearsonr_ocean: - <<: *preproc_default - mask_below_threshold: - threshold: 273.15 - mask_landsea: - mask_out: land - distance_metric: - metric: weighted_pearsonr - emd_ocean: - <<: *preproc_default - mask_below_threshold: - threshold: 273.15 - mask_landsea: - mask_out: land - distance_metric: - metric: weighted_emd - rmse_land: - <<: *preproc_default - mask_landsea: - mask_out: sea - distance_metric: - metric: weighted_rmse - pearsonr_land: - <<: *preproc_default - mask_landsea: - mask_out: sea - distance_metric: - metric: weighted_pearsonr - emd_land: - <<: *preproc_default - mask_landsea: - mask_out: sea - distance_metric: - metric: weighted_emd - - -VAR_SETTINGS: &var_settings - project: CMIP6 - mip: Amon - exp: historical - ensemble: r1i1p1f1 - grid: gr - timerange: 2000/2009 - - -datasets: - - {alias: ACCESS-CM2, dataset: ACCESS-CM2, grid: gn, institute: CSIRO-ARCCSS} - - {alias: ACCESS-ESM1-5, dataset: ACCESS-ESM1-5, grid: gn, institute: CSIRO} - - {alias: AWI-CM-1-1-MR, dataset: AWI-CM-1-1-MR, grid: gn} - - {alias: AWI-ESM-1-1-LR, dataset: AWI-ESM-1-1-LR, grid: gn} - - {alias: BCC-CSM2-MR, dataset: BCC-CSM2-MR, grid: gn} - - {alias: BCC-ESM1, dataset: BCC-ESM1, grid: gn} - - {alias: CAMS-CSM1-0, dataset: CAMS-CSM1-0, grid: gn} - - {alias: CanESM5, dataset: CanESM5, grid: gn} - - {alias: CanESM5-CanOE, dataset: CanESM5-CanOE, grid: gn, ensemble: r1i1p2f1} - - {alias: CESM2, dataset: CESM2, grid: gn} - - {alias: CESM2-FV2, dataset: CESM2-FV2, grid: gn, institute: NCAR} - - {alias: CESM2-WACCM, dataset: CESM2-WACCM, grid: gn, institute: NCAR} - - {alias: CESM2-WACCM-FV2, dataset: CESM2-WACCM-FV2, grid: gn, institute: NCAR} - - {alias: CIESM, dataset: CIESM} - - {alias: CNRM-CM6-1, dataset: CNRM-CM6-1, ensemble: r1i1p1f2} - - {alias: CNRM-CM6-1-HR, dataset: CNRM-CM6-1-HR, ensemble: r1i1p1f2} - - {alias: CNRM-ESM2-1, dataset: CNRM-ESM2-1, ensemble: r1i1p1f2} - - {alias: E3SM-1-0, dataset: E3SM-1-0} - # - {alias: E3SM-1-1, dataset: E3SM-1-1, institute: E3SM-Project} - - {alias: EC-Earth3-Veg, dataset: EC-Earth3-Veg} - - {alias: FGOALS-f3-L, dataset: FGOALS-f3-L} - - {alias: FGOALS-g3, dataset: FGOALS-g3, grid: gn} - - {alias: GFDL-ESM4, dataset: GFDL-ESM4, grid: gr1} - - {alias: GISS-E2-1-G, dataset: GISS-E2-1-G, grid: gn} - - {alias: GISS-E2-1-H, dataset: GISS-E2-1-H, grid: gn} - - {alias: HadGEM3-GC31-LL, dataset: HadGEM3-GC31-LL, ensemble: r1i1p1f3, grid: gn} - - {alias: HadGEM3-GC31-MM, dataset: HadGEM3-GC31-MM, ensemble: r1i1p1f3, grid: gn} - - {alias: INM-CM4-8, dataset: INM-CM4-8, grid: gr1} - - {alias: INM-CM5-0, dataset: INM-CM5-0, grid: gr1} - - {alias: IPSL-CM6A-LR, dataset: IPSL-CM6A-LR} - - {alias: KACE-1-0-G, dataset: KACE-1-0-G} - - {alias: MIROC-ES2L, dataset: MIROC-ES2L, ensemble: r1i1p1f2, grid: gn} - - {alias: MPI-ESM-1-2-HAM, dataset: MPI-ESM-1-2-HAM, grid: gn} - - {alias: MPI-ESM1-2-HR, dataset: MPI-ESM1-2-HR, grid: gn} - - {alias: MPI-ESM1-2-LR, dataset: MPI-ESM1-2-LR, grid: gn} - - {alias: MRI-ESM2-0, dataset: MRI-ESM2-0, grid: gn} - - {alias: NESM3, dataset: NESM3, grid: gn} - - {alias: NorESM2-LM, dataset: NorESM2-LM, grid: gn, institute: NCC} - - {alias: NorESM2-MM, dataset: NorESM2-MM, grid: gn, institute: NCC} - - {alias: SAM0-UNICON, dataset: SAM0-UNICON, grid: gn} - - {alias: UKESM1-0-LL, dataset: UKESM1-0-LL, ensemble: r1i1p1f2, grid: gn} - -ERA5_REF: &era5_ref - split: Ref1 - additional_datasets: - - {dataset: ERA5, project: native6, type: reanaly, version: v1, tier: 3, <<: *ref_tag} - -diagnostics: - perfmetrics_rmse: # seasonal normalized rmse - variables: - tas: - <<: *var_settings - variable: tas_land - preprocessor: rmse_land - <<: *era5_ref - tas_2: - <<: *var_settings - short_name: tas - preprocessor: rmse_land - split: Ref2 - variable: tas_land - additional_datasets: - - {dataset: HadCRUT5, project: OBS, type: ground, - version: 5.0.1.0-analysis, tier: 2, <<: *ref_tag} - lwcre: - <<: *var_settings - preprocessor: rmse - variable: lwcre - derive: true - force_derivation: true - channel: Amon - split: Ref1 - additional_datasets: - - {dataset: ISCCP-FH, project: OBS, type: sat, version: v0, - tier: 2, start_year: 2000, end_year: 2009, <<: *ref_tag} - lwcre_2: - <<: *var_settings - preprocessor: rmse - short_name: lwcre - variable: lwcre - derive: true - force_derivation: true - split: Ref2 - channel: Amon - additional_datasets: - - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, - tier: 2, start_year: 2001, end_year: 2009, <<: *ref_tag} - pr: &var_rmse - variable: pr - <<: *var_settings - preprocessor: rmse - <<: *era5_ref - pr_2: - variable: pr - short_name: pr - <<: *var_rmse - split: Ref2 - additional_datasets: - - {dataset: GPCP-SG, project: OBS, type: atmos, version: 2.3, tier: 2, - <<: *ref_tag} - psl: - variable: psl - <<: *var_rmse - <<: *era5_ref - rlut: - variable: rlut - <<: *var_rmse - <<: *era5_ref - rlut_2: - variable: rlut - short_name: rlut - <<: *var_rmse - split: Ref2 - additional_datasets: - - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, - tier: 2, start_year: 2001, end_year: 2009, <<: *ref_tag} - rsut: - <<: *var_rmse - variable: rsut - additional_datasets: - - {dataset: ISCCP-FH, project: OBS, type: sat, version: v0, - tier: 2, start_year: 2000, end_year: 2009, <<: *ref_tag} - rsut_2: - variable: rsut - short_name: rsut - <<: *var_rmse - split: Ref2 - additional_datasets: - - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, - tier: 2, start_year: 2001, end_year: 2009, <<: *ref_tag} - swcre: - variable: swcre - <<: *var_rmse - derive: true - force_derivation: true - channel: Amon - additional_datasets: - - {dataset: ISCCP-FH, project: OBS, type: sat, version: v0, - tier: 2, start_year: 2000, end_year: 2009, <<: *ref_tag} - swcre_2: - variable: swcre - short_name: swcre - <<: *var_rmse - channel: Amon - derive: true - force_derivation: true - split: Ref2 - additional_datasets: - - {dataset: CERES-EBAF, project: OBS, type: sat, version: Ed4.2, - tier: 2, start_year: 2001, end_year: 2009, <<: *ref_tag} - ts: - variable: sst - <<: *var_rmse - <<: *era5_ref - preprocessor: rmse_ocean - ts_2: - variable: sst - short_name: ts - <<: *var_rmse - split: Ref2 - preprocessor: rmse_ocean - additional_datasets: - - {dataset: HadISST, project: OBS, type: reanaly, version: 1, tier: 2, <<: *ref_tag} - scripts: - portrait: - script: portrait_plot.py - x_by: alias - y_by: variable # use extra_facet since group and short_name don't work - group_by: project - normalize: "centered_median" - default_split: ERA5 - nan_color: null - plot_kwargs: - vmin: -0.3 - vmax: +0.3 - cbar_kwargs: - label: Relative RMSE - extend: both

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