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b/docs/dev/_modules/gammapy/catalog/core.html index 31f95aea713..a0c6bbcec28 100644 --- a/docs/dev/_modules/gammapy/catalog/core.html +++ b/docs/dev/_modules/gammapy/catalog/core.html @@ -188,7 +188,7 @@ $("#version_switcher_menu").append(node); // replace dropdown button text with the preferred display name of - // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable. + // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable. // also highlight the dropdown entry for the currently-viewed // version's entry if (entry.version == "dev") { diff --git a/docs/dev/_modules/gammapy/catalog/fermi.html b/docs/dev/_modules/gammapy/catalog/fermi.html index d2757e0cc4d..71f4fa59f60 100644 --- a/docs/dev/_modules/gammapy/catalog/fermi.html +++ b/docs/dev/_modules/gammapy/catalog/fermi.html @@ -188,7 +188,7 @@ $("#version_switcher_menu").append(node); // replace dropdown button text with the preferred display name of - // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable. + // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable. // also highlight the dropdown entry for the currently-viewed // version's entry if (entry.version == "dev") { diff --git a/docs/dev/_modules/gammapy/catalog/gammacat.html b/docs/dev/_modules/gammapy/catalog/gammacat.html index d008dd043ad..c810693e556 100644 --- a/docs/dev/_modules/gammapy/catalog/gammacat.html +++ b/docs/dev/_modules/gammapy/catalog/gammacat.html @@ -188,7 +188,7 @@ $("#version_switcher_menu").append(node); // replace dropdown button text with the preferred display name of - // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable. + // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable. // also highlight the dropdown entry for the currently-viewed // version's entry if (entry.version == "dev") { diff --git a/docs/dev/_modules/gammapy/catalog/hawc.html b/docs/dev/_modules/gammapy/catalog/hawc.html index 8d6eb9f5bbb..22e7dbef371 100644 --- a/docs/dev/_modules/gammapy/catalog/hawc.html +++ b/docs/dev/_modules/gammapy/catalog/hawc.html @@ -188,7 +188,7 @@ $("#version_switcher_menu").append(node); // replace dropdown button text with the preferred display name of - // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable. + // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable. // also highlight the dropdown entry for the currently-viewed // version's entry if (entry.version == "dev") { diff --git a/docs/dev/_modules/gammapy/catalog/hess.html b/docs/dev/_modules/gammapy/catalog/hess.html index 4542a44828b..a248c3e6f1b 100644 --- a/docs/dev/_modules/gammapy/catalog/hess.html +++ b/docs/dev/_modules/gammapy/catalog/hess.html @@ -188,7 +188,7 @@ $("#version_switcher_menu").append(node); // replace dropdown button text with the preferred display name of - // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable. + // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable. // also highlight the dropdown entry for the currently-viewed // version's entry if (entry.version == "dev") { diff --git a/docs/dev/_modules/gammapy/catalog/lhaaso.html b/docs/dev/_modules/gammapy/catalog/lhaaso.html index 8d95b90f684..a6f13620d49 100644 --- a/docs/dev/_modules/gammapy/catalog/lhaaso.html +++ b/docs/dev/_modules/gammapy/catalog/lhaaso.html @@ -188,7 +188,7 @@ $("#version_switcher_menu").append(node); // replace dropdown button text with the preferred display name of - // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable. + // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable. // also highlight the dropdown entry for the currently-viewed // version's entry if (entry.version == "dev") { diff --git a/docs/dev/_modules/gammapy/data/data_store.html b/docs/dev/_modules/gammapy/data/data_store.html index 026f38cf7ad..fa1128f0777 100644 --- a/docs/dev/_modules/gammapy/data/data_store.html +++ b/docs/dev/_modules/gammapy/data/data_store.html @@ -188,7 +188,7 @@ $("#version_switcher_menu").append(node); // replace dropdown button text with the preferred display name of - // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable. + // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable. // also highlight the dropdown entry for the currently-viewed // version's entry if (entry.version == "dev") { diff --git a/docs/dev/_modules/gammapy/data/event_list.html b/docs/dev/_modules/gammapy/data/event_list.html index 24cfdb683fc..2678341c8df 100644 --- a/docs/dev/_modules/gammapy/data/event_list.html +++ b/docs/dev/_modules/gammapy/data/event_list.html @@ -188,7 +188,7 @@ $("#version_switcher_menu").append(node); // replace dropdown button text with the preferred display name of - // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable. + // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable. // also highlight the dropdown entry for the currently-viewed // version's entry if (entry.version == "dev") { diff --git a/docs/dev/_modules/gammapy/data/filters.html b/docs/dev/_modules/gammapy/data/filters.html index 05be66b098c..4e7cf283a17 100644 --- a/docs/dev/_modules/gammapy/data/filters.html +++ b/docs/dev/_modules/gammapy/data/filters.html @@ -188,7 +188,7 @@ $("#version_switcher_menu").append(node); // replace dropdown button text with the preferred display name of - // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable. + // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable. // also highlight the dropdown entry for the currently-viewed // version's entry if (entry.version == "dev") { diff --git a/docs/dev/_modules/gammapy/data/gti.html b/docs/dev/_modules/gammapy/data/gti.html index ff6531c9e38..0006dca4870 100644 --- a/docs/dev/_modules/gammapy/data/gti.html +++ b/docs/dev/_modules/gammapy/data/gti.html @@ -188,7 +188,7 @@ $("#version_switcher_menu").append(node); // replace dropdown button text with the preferred display name of - // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable. + // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable. // also highlight the dropdown entry for the currently-viewed // version's entry if (entry.version == "dev") { diff --git a/docs/dev/_modules/gammapy/data/hdu_index_table.html b/docs/dev/_modules/gammapy/data/hdu_index_table.html index 848589217dd..c69bd2aaad9 100644 --- a/docs/dev/_modules/gammapy/data/hdu_index_table.html +++ b/docs/dev/_modules/gammapy/data/hdu_index_table.html @@ -188,7 +188,7 @@ $("#version_switcher_menu").append(node); // replace dropdown button text with the preferred display name of - // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable. + // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable. // also highlight the dropdown entry for the currently-viewed // version's entry if (entry.version == "dev") { diff --git a/docs/dev/_modules/gammapy/data/obs_table.html b/docs/dev/_modules/gammapy/data/obs_table.html index fc24c44866f..d0e4dbab0f7 100644 --- a/docs/dev/_modules/gammapy/data/obs_table.html +++ b/docs/dev/_modules/gammapy/data/obs_table.html @@ -188,7 +188,7 @@ $("#version_switcher_menu").append(node); // replace dropdown button text with the preferred display name of - // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable. + // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable. // also highlight the dropdown entry for the currently-viewed // version's entry if (entry.version == "dev") { diff --git a/docs/dev/_modules/gammapy/data/observations.html b/docs/dev/_modules/gammapy/data/observations.html index 5b478bc5695..9fe8b962cea 100644 --- a/docs/dev/_modules/gammapy/data/observations.html +++ b/docs/dev/_modules/gammapy/data/observations.html @@ -188,7 +188,7 @@ $("#version_switcher_menu").append(node); // replace dropdown button text with the preferred display name of - // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable. + // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable. // also highlight the dropdown entry for the currently-viewed // version's entry if (entry.version == "dev") { @@ -301,26 +301,30 @@

Source code for gammapy.data.observations

     Parameters
     ----------
     obs_id : int
-        Observation id
+        Observation id.
     obs_info : dict
-        Observation info dict
+        Observation info dict.
     aeff : `~gammapy.irf.EffectiveAreaTable2D`
-        Effective area
+        Effective area.
     edisp : `~gammapy.irf.EnergyDispersion2D`
-        Energy dispersion
+        Energy dispersion.
     psf : `~gammapy.irf.PSF3D`
-        Point spread function
+        Point spread function.
     bkg : `~gammapy.irf.Background3D`
-        Background rate model
+        Background rate model.
     rad_max: `~gammapy.irf.RadMax2D`
         Only for point-like IRFs: RAD_MAX table (energy dependent RAD_MAX)
         For a fixed RAD_MAX, create a RadMax2D with a single bin.
     gti : `~gammapy.data.GTI`
         Table with GTI start and stop time
     events : `~gammapy.data.EventList`
-        Event list
+        Event list.
     obs_filter : `ObservationFilter`
         Observation filter.
+    pointing : `~gammapy.data.FixedPointingInfo`
+        Pointing information.
+    location : `~astropy.coordinates.EarthLocation`
+        Earth location of the observatory.
     """
 
     aeff = LazyFitsData(cache=False)
@@ -456,23 +460,25 @@ 
Source code for gammapy.data.observations
         Parameters
         ----------
         pointing : `~gammapy.data.FixedPointingInfo` or `~astropy.coordinates.SkyCoord`
-            Pointing information
+            Pointing information.
+        location : `~astropy.coordinates.EarthLocation`
+            Earth location of the observatory.
         obs_id : int
-            Observation ID as identifier
+            Observation ID as identifier.
         livetime : ~astropy.units.Quantity`
-            Livetime exposure of the simulated observation
+            Livetime exposure of the simulated observation.
         tstart: `~astropy.time.Time` or `~astropy.units.Quantity`
             Start time of observation as `~astropy.time.Time` or duration
-            relative to `reference_time`
+            relative to `reference_time`.
         tstop: `astropy.time.Time` or `~astropy.units.Quantity`
             Stop time of observation as `~astropy.time.Time` or duration
-            relative to `reference_time`
+            relative to `reference_time`.
         irfs: dict
-            IRFs used for simulating the observation: `bkg`, `aeff`, `psf`, `edisp`, `rad_max`
+            IRFs used for simulating the observation: `bkg`, `aeff`, `psf`, `edisp`, `rad_max`.
         deadtime_fraction : float, optional
-            Deadtime fraction, defaults to 0
+            Deadtime fraction, defaults to 0.
         reference_time : `~astropy.time.Time`
-            the reference time to use in GTI definition
+            the reference time to use in GTI definition.
 
         Returns
         -------
diff --git a/docs/dev/_modules/gammapy/data/pointing.html b/docs/dev/_modules/gammapy/data/pointing.html
index 2e6911ee17e..079880fc56e 100644
--- a/docs/dev/_modules/gammapy/data/pointing.html
+++ b/docs/dev/_modules/gammapy/data/pointing.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/datasets/core.html b/docs/dev/_modules/gammapy/datasets/core.html
index 545fcaa62fa..2454fead70a 100644
--- a/docs/dev/_modules/gammapy/datasets/core.html
+++ b/docs/dev/_modules/gammapy/datasets/core.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/datasets/flux_points.html b/docs/dev/_modules/gammapy/datasets/flux_points.html
index c03b3bfa9b1..e5039f025a5 100644
--- a/docs/dev/_modules/gammapy/datasets/flux_points.html
+++ b/docs/dev/_modules/gammapy/datasets/flux_points.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/datasets/io.html b/docs/dev/_modules/gammapy/datasets/io.html
index c0501d8970d..2771e056187 100644
--- a/docs/dev/_modules/gammapy/datasets/io.html
+++ b/docs/dev/_modules/gammapy/datasets/io.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/datasets/map.html b/docs/dev/_modules/gammapy/datasets/map.html
index 139e2dab544..214f80621aa 100644
--- a/docs/dev/_modules/gammapy/datasets/map.html
+++ b/docs/dev/_modules/gammapy/datasets/map.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
@@ -2556,6 +2556,8 @@ 
Source code for gammapy.datasets.map
         """
         name = make_name(name)
 
+        background = self.counts_off * self.alpha if self.counts_off else None
+
         return MapDataset(
             counts=self.counts,
             exposure=self.exposure,
@@ -2565,7 +2567,7 @@ 
Source code for gammapy.datasets.map
             gti=self.gti,
             mask_fit=self.mask_fit,
             mask_safe=self.mask_safe,
-            background=self.counts_off * self.alpha,
+            background=background,
             meta_table=self.meta_table,
         )

 
diff --git a/docs/dev/_modules/gammapy/datasets/simulate.html b/docs/dev/_modules/gammapy/datasets/simulate.html
index b2574846bd9..0cf3c73ed7b 100644
--- a/docs/dev/_modules/gammapy/datasets/simulate.html
+++ b/docs/dev/_modules/gammapy/datasets/simulate.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/datasets/spectrum.html b/docs/dev/_modules/gammapy/datasets/spectrum.html
index bb74bfd93d4..234b3f72fb9 100644
--- a/docs/dev/_modules/gammapy/datasets/spectrum.html
+++ b/docs/dev/_modules/gammapy/datasets/spectrum.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/estimators/core.html b/docs/dev/_modules/gammapy/estimators/core.html
index 028b36d136f..4e1e8bfd20d 100644
--- a/docs/dev/_modules/gammapy/estimators/core.html
+++ b/docs/dev/_modules/gammapy/estimators/core.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/estimators/map/asmooth.html b/docs/dev/_modules/gammapy/estimators/map/asmooth.html
index 268962a2a85..28fb61b9a1f 100644
--- a/docs/dev/_modules/gammapy/estimators/map/asmooth.html
+++ b/docs/dev/_modules/gammapy/estimators/map/asmooth.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/estimators/map/core.html b/docs/dev/_modules/gammapy/estimators/map/core.html
index e1efe4e62e8..e23c3ce4559 100644
--- a/docs/dev/_modules/gammapy/estimators/map/core.html
+++ b/docs/dev/_modules/gammapy/estimators/map/core.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/estimators/map/excess.html b/docs/dev/_modules/gammapy/estimators/map/excess.html
index cd8e67496a6..e329a4b3de6 100644
--- a/docs/dev/_modules/gammapy/estimators/map/excess.html
+++ b/docs/dev/_modules/gammapy/estimators/map/excess.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/estimators/map/ts.html b/docs/dev/_modules/gammapy/estimators/map/ts.html
index 18b6209f53e..d52a8978960 100644
--- a/docs/dev/_modules/gammapy/estimators/map/ts.html
+++ b/docs/dev/_modules/gammapy/estimators/map/ts.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/estimators/points/core.html b/docs/dev/_modules/gammapy/estimators/points/core.html
index d695b5a62bf..1d6f90f4310 100644
--- a/docs/dev/_modules/gammapy/estimators/points/core.html
+++ b/docs/dev/_modules/gammapy/estimators/points/core.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/estimators/points/lightcurve.html b/docs/dev/_modules/gammapy/estimators/points/lightcurve.html
index 5e86e227250..615b0448ff8 100644
--- a/docs/dev/_modules/gammapy/estimators/points/lightcurve.html
+++ b/docs/dev/_modules/gammapy/estimators/points/lightcurve.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/estimators/points/profile.html b/docs/dev/_modules/gammapy/estimators/points/profile.html
index 794f803bb5d..f91e36e69a2 100644
--- a/docs/dev/_modules/gammapy/estimators/points/profile.html
+++ b/docs/dev/_modules/gammapy/estimators/points/profile.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/estimators/points/sed.html b/docs/dev/_modules/gammapy/estimators/points/sed.html
index 037d0a6b8db..7e53ed8fdab 100644
--- a/docs/dev/_modules/gammapy/estimators/points/sed.html
+++ b/docs/dev/_modules/gammapy/estimators/points/sed.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/estimators/points/sensitivity.html b/docs/dev/_modules/gammapy/estimators/points/sensitivity.html
index e2f8f80d604..4f5c15eba77 100644
--- a/docs/dev/_modules/gammapy/estimators/points/sensitivity.html
+++ b/docs/dev/_modules/gammapy/estimators/points/sensitivity.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/estimators/profile.html b/docs/dev/_modules/gammapy/estimators/profile.html
index 16d87941517..05ed3fb115a 100644
--- a/docs/dev/_modules/gammapy/estimators/profile.html
+++ b/docs/dev/_modules/gammapy/estimators/profile.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/estimators/utils.html b/docs/dev/_modules/gammapy/estimators/utils.html
index c6d1e40bff2..15a062ee1b5 100644
--- a/docs/dev/_modules/gammapy/estimators/utils.html
+++ b/docs/dev/_modules/gammapy/estimators/utils.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/irf/background.html b/docs/dev/_modules/gammapy/irf/background.html
index 736e99503f3..dc7883242bf 100644
--- a/docs/dev/_modules/gammapy/irf/background.html
+++ b/docs/dev/_modules/gammapy/irf/background.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/irf/core.html b/docs/dev/_modules/gammapy/irf/core.html
index f3219fe4b42..773f136cfba 100644
--- a/docs/dev/_modules/gammapy/irf/core.html
+++ b/docs/dev/_modules/gammapy/irf/core.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/irf/edisp/core.html b/docs/dev/_modules/gammapy/irf/edisp/core.html
index 890659f5fd4..7e9cb0ff6e7 100644
--- a/docs/dev/_modules/gammapy/irf/edisp/core.html
+++ b/docs/dev/_modules/gammapy/irf/edisp/core.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/irf/edisp/kernel.html b/docs/dev/_modules/gammapy/irf/edisp/kernel.html
index f4fe813bacd..1ee7c412b40 100644
--- a/docs/dev/_modules/gammapy/irf/edisp/kernel.html
+++ b/docs/dev/_modules/gammapy/irf/edisp/kernel.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/irf/edisp/map.html b/docs/dev/_modules/gammapy/irf/edisp/map.html
index d6592c86e42..21c801d4f45 100644
--- a/docs/dev/_modules/gammapy/irf/edisp/map.html
+++ b/docs/dev/_modules/gammapy/irf/edisp/map.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/irf/effective_area.html b/docs/dev/_modules/gammapy/irf/effective_area.html
index 4459f9f7059..4a2033f7c39 100644
--- a/docs/dev/_modules/gammapy/irf/effective_area.html
+++ b/docs/dev/_modules/gammapy/irf/effective_area.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/irf/io.html b/docs/dev/_modules/gammapy/irf/io.html
index 471d8713d1a..20fb1d7c24f 100644
--- a/docs/dev/_modules/gammapy/irf/io.html
+++ b/docs/dev/_modules/gammapy/irf/io.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/irf/psf/kernel.html b/docs/dev/_modules/gammapy/irf/psf/kernel.html
index 4f1c729508b..7f089ed655d 100644
--- a/docs/dev/_modules/gammapy/irf/psf/kernel.html
+++ b/docs/dev/_modules/gammapy/irf/psf/kernel.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/irf/psf/map.html b/docs/dev/_modules/gammapy/irf/psf/map.html
index 92322209e76..74711125c5b 100644
--- a/docs/dev/_modules/gammapy/irf/psf/map.html
+++ b/docs/dev/_modules/gammapy/irf/psf/map.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/irf/psf/parametric.html b/docs/dev/_modules/gammapy/irf/psf/parametric.html
index 5f7ff44abcc..49404f3cbaf 100644
--- a/docs/dev/_modules/gammapy/irf/psf/parametric.html
+++ b/docs/dev/_modules/gammapy/irf/psf/parametric.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/irf/psf/table.html b/docs/dev/_modules/gammapy/irf/psf/table.html
index 8d89e10bdfc..7a156dfee41 100644
--- a/docs/dev/_modules/gammapy/irf/psf/table.html
+++ b/docs/dev/_modules/gammapy/irf/psf/table.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/irf/rad_max.html b/docs/dev/_modules/gammapy/irf/rad_max.html
index 45e5e97f874..d6c14dba2a8 100644
--- a/docs/dev/_modules/gammapy/irf/rad_max.html
+++ b/docs/dev/_modules/gammapy/irf/rad_max.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/makers/background/fov.html b/docs/dev/_modules/gammapy/makers/background/fov.html
index ba62e819642..57d0e5c082e 100644
--- a/docs/dev/_modules/gammapy/makers/background/fov.html
+++ b/docs/dev/_modules/gammapy/makers/background/fov.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/makers/background/phase.html b/docs/dev/_modules/gammapy/makers/background/phase.html
index d7f1d6f85fd..081bec8196f 100644
--- a/docs/dev/_modules/gammapy/makers/background/phase.html
+++ b/docs/dev/_modules/gammapy/makers/background/phase.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/makers/background/reflected.html b/docs/dev/_modules/gammapy/makers/background/reflected.html
index a2feb8820de..bf9fcefc875 100644
--- a/docs/dev/_modules/gammapy/makers/background/reflected.html
+++ b/docs/dev/_modules/gammapy/makers/background/reflected.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
@@ -790,7 +790,7 @@ 
Source code for gammapy.makers.background.reflected
if geom.is_all_point_sky_regions and len(regions_off) > 0:
             regions_off = self._filter_regions_off_rad_max(
-                regions_off, energy_axis, geom, events, observation.rad_max
+                regions_off, energy_axis, geom, events, rad_max
             )
 
         if len(regions_off) == 0:
@@ -809,7 +809,7 @@ 
Source code for gammapy.makers.background.reflected
if is_point_sky_region:
             counts_off = make_counts_off_rad_max(
                 geom_off=geom_off,
-                rad_max=observation.rad_max,
+                rad_max=rad_max,
                 events=events,
             )
         else:
@@ -833,7 +833,7 @@ 
Source code for gammapy.makers.background.reflected
        Returns
         -------
         dataset_on_off : `SpectrumDatasetOnOff`
-            On off dataset.
+            On-Off dataset.
         """
         counts_off, acceptance_off = self.make_counts_off(dataset, observation)
         acceptance = RegionNDMap.from_geom(geom=dataset.counts.geom, data=1)
diff --git a/docs/dev/_modules/gammapy/makers/background/ring.html b/docs/dev/_modules/gammapy/makers/background/ring.html
index e16fd2fe664..28fe87a5632 100644
--- a/docs/dev/_modules/gammapy/makers/background/ring.html
+++ b/docs/dev/_modules/gammapy/makers/background/ring.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/makers/core.html b/docs/dev/_modules/gammapy/makers/core.html
index 7ddfbaa95d4..5d17b88e0be 100644
--- a/docs/dev/_modules/gammapy/makers/core.html
+++ b/docs/dev/_modules/gammapy/makers/core.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/makers/map.html b/docs/dev/_modules/gammapy/makers/map.html
index bc38e0133b4..1992e4d20dc 100644
--- a/docs/dev/_modules/gammapy/makers/map.html
+++ b/docs/dev/_modules/gammapy/makers/map.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
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             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/makers/reduce.html b/docs/dev/_modules/gammapy/makers/reduce.html
index ad632944721..9d0a063958d 100644
--- a/docs/dev/_modules/gammapy/makers/reduce.html
+++ b/docs/dev/_modules/gammapy/makers/reduce.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/_modules/gammapy/makers/safe.html b/docs/dev/_modules/gammapy/makers/safe.html
index 5111f659344..0dd13dc09a7 100644
--- a/docs/dev/_modules/gammapy/makers/safe.html
+++ b/docs/dev/_modules/gammapy/makers/safe.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/makers/spectrum.html b/docs/dev/_modules/gammapy/makers/spectrum.html
index c015b1d176e..c0ba3e0ed44 100644
--- a/docs/dev/_modules/gammapy/makers/spectrum.html
+++ b/docs/dev/_modules/gammapy/makers/spectrum.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/makers/utils.html b/docs/dev/_modules/gammapy/makers/utils.html
index 5e923fc6d0f..7f645b38e54 100644
--- a/docs/dev/_modules/gammapy/makers/utils.html
+++ b/docs/dev/_modules/gammapy/makers/utils.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/maps/axes.html b/docs/dev/_modules/gammapy/maps/axes.html
index 00d4c7c64d2..7fc2b9c4529 100644
--- a/docs/dev/_modules/gammapy/maps/axes.html
+++ b/docs/dev/_modules/gammapy/maps/axes.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/maps/coord.html b/docs/dev/_modules/gammapy/maps/coord.html
index 63546876b80..9c0f38f3638 100644
--- a/docs/dev/_modules/gammapy/maps/coord.html
+++ b/docs/dev/_modules/gammapy/maps/coord.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/maps/core.html b/docs/dev/_modules/gammapy/maps/core.html
index 3341c225b25..f9ac2f8ecdb 100644
--- a/docs/dev/_modules/gammapy/maps/core.html
+++ b/docs/dev/_modules/gammapy/maps/core.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/maps/geom.html b/docs/dev/_modules/gammapy/maps/geom.html
index 0b156703b5a..592904ad296 100644
--- a/docs/dev/_modules/gammapy/maps/geom.html
+++ b/docs/dev/_modules/gammapy/maps/geom.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/maps/hpx/core.html b/docs/dev/_modules/gammapy/maps/hpx/core.html
index 085811d908c..1d5ea686f6a 100644
--- a/docs/dev/_modules/gammapy/maps/hpx/core.html
+++ b/docs/dev/_modules/gammapy/maps/hpx/core.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/maps/hpx/geom.html b/docs/dev/_modules/gammapy/maps/hpx/geom.html
index 0c226895674..40fc0bd5c40 100644
--- a/docs/dev/_modules/gammapy/maps/hpx/geom.html
+++ b/docs/dev/_modules/gammapy/maps/hpx/geom.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/maps/hpx/ndmap.html b/docs/dev/_modules/gammapy/maps/hpx/ndmap.html
index 1cacd491f16..343dffd4312 100644
--- a/docs/dev/_modules/gammapy/maps/hpx/ndmap.html
+++ b/docs/dev/_modules/gammapy/maps/hpx/ndmap.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/maps/maps.html b/docs/dev/_modules/gammapy/maps/maps.html
index fab48f452d8..dbcf2634b8e 100644
--- a/docs/dev/_modules/gammapy/maps/maps.html
+++ b/docs/dev/_modules/gammapy/maps/maps.html
@@ -188,7 +188,7 @@
 
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--- a/docs/dev/_modules/gammapy/maps/region/geom.html
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diff --git a/docs/dev/_modules/gammapy/visualization/datasets.html b/docs/dev/_modules/gammapy/visualization/datasets.html
index 046a9389789..4db451e350a 100644
--- a/docs/dev/_modules/gammapy/visualization/datasets.html
+++ b/docs/dev/_modules/gammapy/visualization/datasets.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/visualization/heatmap.html b/docs/dev/_modules/gammapy/visualization/heatmap.html
index cd360979048..84cea9c8d3d 100644
--- a/docs/dev/_modules/gammapy/visualization/heatmap.html
+++ b/docs/dev/_modules/gammapy/visualization/heatmap.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/visualization/panel.html b/docs/dev/_modules/gammapy/visualization/panel.html
index 88232da55f2..6554906d663 100644
--- a/docs/dev/_modules/gammapy/visualization/panel.html
+++ b/docs/dev/_modules/gammapy/visualization/panel.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/gammapy/visualization/utils.html b/docs/dev/_modules/gammapy/visualization/utils.html
index 3aa775df641..83bd7bbb96c 100644
--- a/docs/dev/_modules/gammapy/visualization/utils.html
+++ b/docs/dev/_modules/gammapy/visualization/utils.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_modules/index.html b/docs/dev/_modules/index.html
index 914ce173866..7e417c42c81 100644
--- a/docs/dev/_modules/index.html
+++ b/docs/dev/_modules/index.html
@@ -188,7 +188,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/_sources/tutorials/analysis-1d/cta_sensitivity.rst.txt b/docs/dev/_sources/tutorials/analysis-1d/cta_sensitivity.rst.txt
index c71cef656d8..6f097062be2 100644
--- a/docs/dev/_sources/tutorials/analysis-1d/cta_sensitivity.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-1d/cta_sensitivity.rst.txt
@@ -120,7 +120,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev694+gc0f028911 
+            version                : 1.2.dev705+g675ede9a3 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -222,7 +222,7 @@ We extract the 1D IRFs from the full 3D IRFs provided by CTA.
 
     /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/astropy/units/core.py:2097: UnitsWarning: '1/s/MeV/sr' did not parse as fits unit: Numeric factor not supported by FITS If this is meant to be a custom unit, define it with 'u.def_unit'. To have it recognized inside a file reader or other code, enable it with 'u.add_enabled_units'. For details, see https://docs.astropy.org/en/latest/units/combining_and_defining.html
       warnings.warn(msg, UnitsWarning)
-    /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy/data/observations.py:234: GammapyDeprecationWarning: Pointing will be required to be provided as FixedPointingInfo
+    /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy/data/observations.py:240: GammapyDeprecationWarning: Pointing will be required to be provided as FixedPointingInfo
       warnings.warn(
 
 
diff --git a/docs/dev/_sources/tutorials/analysis-1d/extended_source_spectral_analysis.rst.txt b/docs/dev/_sources/tutorials/analysis-1d/extended_source_spectral_analysis.rst.txt
index 4da68cdb0b0..c180898ed92 100644
--- a/docs/dev/_sources/tutorials/analysis-1d/extended_source_spectral_analysis.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-1d/extended_source_spectral_analysis.rst.txt
@@ -163,7 +163,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev694+gc0f028911 
+            version                : 1.2.dev705+g675ede9a3 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
diff --git a/docs/dev/_sources/tutorials/analysis-1d/sed_fitting.rst.txt b/docs/dev/_sources/tutorials/analysis-1d/sed_fitting.rst.txt
index 80abdac8ce4..98bd5c6e732 100644
--- a/docs/dev/_sources/tutorials/analysis-1d/sed_fitting.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-1d/sed_fitting.rst.txt
@@ -163,7 +163,7 @@ attribute:
 
     

     
Table length=5
-    
+    

diff --git a/docs/dev/_sources/tutorials/analysis-1d/sg_execution_times.rst.txt b/docs/dev/_sources/tutorials/analysis-1d/sg_execution_times.rst.txt
index b57f40bc97e..b19777d33de 100644
--- a/docs/dev/_sources/tutorials/analysis-1d/sg_execution_times.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-1d/sg_execution_times.rst.txt
@@ -6,20 +6,20 @@
 
 Computation times
 =================
-**01:18.242** total execution time for **tutorials_analysis-1d** files:
+**00:53.915** total execution time for **tutorials_analysis-1d** files:
 
 +-----------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_analysis-1d_spectral_analysis.py` (``spectral_analysis.py``)                                 | 00:24.966 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_analysis-1d_spectral_analysis.py` (``spectral_analysis.py``)                                 | 00:17.636 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_analysis-1d_spectral_analysis_hli.py` (``spectral_analysis_hli.py``)                         | 00:15.046 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_analysis-1d_spectral_analysis_hli.py` (``spectral_analysis_hli.py``)                         | 00:10.524 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_analysis-1d_spectrum_simulation.py` (``spectrum_simulation.py``)                             | 00:13.504 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_analysis-1d_spectrum_simulation.py` (``spectrum_simulation.py``)                             | 00:08.723 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_analysis-1d_extended_source_spectral_analysis.py` (``extended_source_spectral_analysis.py``) | 00:09.387 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_analysis-1d_extended_source_spectral_analysis.py` (``extended_source_spectral_analysis.py``) | 00:06.613 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_analysis-1d_spectral_analysis_rad_max.py` (``spectral_analysis_rad_max.py``)                 | 00:08.081 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_analysis-1d_spectral_analysis_rad_max.py` (``spectral_analysis_rad_max.py``)                 | 00:05.480 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_analysis-1d_sed_fitting.py` (``sed_fitting.py``)                                             | 00:05.780 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_analysis-1d_sed_fitting.py` (``sed_fitting.py``)                                             | 00:03.943 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_analysis-1d_cta_sensitivity.py` (``cta_sensitivity.py``)                                     | 00:01.478 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_analysis-1d_cta_sensitivity.py` (``cta_sensitivity.py``)                                     | 00:00.995 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/dev/_sources/tutorials/analysis-1d/spectral_analysis.rst.txt b/docs/dev/_sources/tutorials/analysis-1d/spectral_analysis.rst.txt
index 7ac0ddd969e..f83818e8c7e 100644
--- a/docs/dev/_sources/tutorials/analysis-1d/spectral_analysis.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-1d/spectral_analysis.rst.txt
@@ -206,7 +206,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev694+gc0f028911 
+            version                : 1.2.dev705+g675ede9a3 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -847,7 +847,7 @@ Here is a the table of the resulting flux points:
      8.462  6.778 10.564 ...    True 0.200 .. 5.000   28.474 .. 55.783
     11.803 10.564 13.189 ...    True 0.200 .. 5.000   12.285 .. 18.679
     16.465 13.189 20.556 ...    True 0.200 .. 5.000    9.622 .. 17.557
-    25.663 20.556 32.040 ...    True 0.200 .. 5.000     0.866 .. 6.774
+    25.663 20.556 32.040 ...   False 0.200 .. 5.000     0.866 .. 6.774
 
 
 
@@ -1109,7 +1109,7 @@ tutorial.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  24.966 seconds)
+   **Total running time of the script:** ( 0 minutes  17.636 seconds)
 
 
 .. _sphx_glr_download_tutorials_analysis-1d_spectral_analysis.py:
diff --git a/docs/dev/_sources/tutorials/analysis-1d/spectral_analysis_hli.rst.txt b/docs/dev/_sources/tutorials/analysis-1d/spectral_analysis_hli.rst.txt
index c3102f09271..e75c2595d65 100644
--- a/docs/dev/_sources/tutorials/analysis-1d/spectral_analysis_hli.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-1d/spectral_analysis_hli.rst.txt
@@ -151,7 +151,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev694+gc0f028911 
+            version                : 1.2.dev705+g675ede9a3 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -981,12 +981,12 @@ This is how we can write the model back to file again:
             type: PowerLawSpectralModel
             parameters:
             -   name: index
-                value: 2.676836990188792
-                error: 0.10350021860740599
+                value: 2.6768369901788422
+                error: 0.10350021262006437
             -   name: amplitude
-                value: 4.679478012854058e-11
+                value: 4.679478012795579e-11
                 unit: cm-2 s-1 TeV-1
-                error: 4.678684049503813e-12
+                error: 4.678683942000057e-12
             -   name: reference
                 value: 1.0
                 unit: TeV
@@ -1147,7 +1147,7 @@ both methods on a unique plot.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  15.046 seconds)
+   **Total running time of the script:** ( 0 minutes  10.524 seconds)
 
 
 .. _sphx_glr_download_tutorials_analysis-1d_spectral_analysis_hli.py:
diff --git a/docs/dev/_sources/tutorials/analysis-1d/spectral_analysis_rad_max.rst.txt b/docs/dev/_sources/tutorials/analysis-1d/spectral_analysis_rad_max.rst.txt
index 908fc125f2c..8a6219be3fb 100644
--- a/docs/dev/_sources/tutorials/analysis-1d/spectral_analysis_rad_max.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-1d/spectral_analysis_rad_max.rst.txt
@@ -206,7 +206,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev694+gc0f028911 
+            version                : 1.2.dev705+g675ede9a3 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -747,10 +747,10 @@ provide a good distribution of the background.
 
       model     type      name     value    ... max frozen is_norm link
     --------- -------- --------- ---------- ... --- ------ ------- ----
-    simulated spectral amplitude 3.9372e-11 ... nan  False    True     
+    simulated spectral amplitude 3.8166e-11 ... nan  False    True     
     simulated spectral reference 1.0000e+00 ... nan   True   False     
-    simulated spectral     alpha 2.5640e+00 ... nan  False   False     
-    simulated spectral      beta 1.4609e-01 ... nan  False   False     
+    simulated spectral     alpha 2.6744e+00 ... nan  False   False     
+    simulated spectral      beta 1.9611e-01 ... nan  False   False     
 
 
 
diff --git a/docs/dev/_sources/tutorials/analysis-1d/spectrum_simulation.rst.txt b/docs/dev/_sources/tutorials/analysis-1d/spectrum_simulation.rst.txt
index f2889cafc4c..00a8e262ae2 100644
--- a/docs/dev/_sources/tutorials/analysis-1d/spectrum_simulation.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-1d/spectrum_simulation.rst.txt
@@ -143,7 +143,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev694+gc0f028911 
+            version                : 1.2.dev705+g675ede9a3 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -274,7 +274,7 @@ In this simulation, we use the CTA-1DC IRFs shipped with Gammapy.
 
     /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/astropy/units/core.py:2097: UnitsWarning: '1/s/MeV/sr' did not parse as fits unit: Numeric factor not supported by FITS If this is meant to be a custom unit, define it with 'u.def_unit'. To have it recognized inside a file reader or other code, enable it with 'u.add_enabled_units'. For details, see https://docs.astropy.org/en/latest/units/combining_and_defining.html
       warnings.warn(msg, UnitsWarning)
-    /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy/data/observations.py:234: GammapyDeprecationWarning: Pointing will be required to be provided as FixedPointingInfo
+    /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy/data/observations.py:240: GammapyDeprecationWarning: Pointing will be required to be provided as FixedPointingInfo
       warnings.warn(
     Observation
 
@@ -408,14 +408,14 @@ for simulations based on observations of real off counts.
     SpectrumDatasetOnOff
     --------------------
 
-      Name                            : d_gE4uee 
+      Name                            : U_3-ev95 
 
-      Total counts                    : 304 
-      Total background counts         : 21.80
-      Total excess counts             : 282.20
+      Total counts                    : 294 
+      Total background counts         : 22.80
+      Total excess counts             : 271.20
 
-      Predicted counts                : 303.20
-      Predicted background counts     : 21.83
+      Predicted counts                : 303.99
+      Predicted background counts     : 22.62
       Predicted excess counts         : 281.37
 
       Exposure min                    : 2.53e+08 m2 s
@@ -425,7 +425,7 @@ for simulations based on observations of real off counts.
       Number of fit bins              : 9 
 
       Fit statistic type              : wstat
-      Fit statistic value (-2 log(L)) : 3.43
+      Fit statistic value (-2 log(L)) : 7.86
 
       Number of models                : 1 
       Number of parameters            : 3
@@ -443,7 +443,7 @@ for simulations based on observations of real off counts.
           amplitude                     :   2.50e-12   +/- 0.0e+00 1 / (cm2 s TeV)
           reference             (frozen):      1.000       TeV         
   
-        Total counts_off                : 109 
+        Total counts_off                : 114 
       Acceptance                      : 9 
       Acceptance off                  : 45 
 
@@ -609,7 +609,7 @@ very well with the spectrum that we initially injected.
 
  .. code-block:: none
 
-    index: 3.0036925550381217 += 0.08081469527619482
+    index: 3.0036925550401095 += 0.08081469527291649
 
 
 
@@ -628,11 +628,6 @@ Exercises
 
 
 
-.. rst-class:: sphx-glr-timing
-
-   **Total running time of the script:** ( 0 minutes  13.504 seconds)
-
-
 .. _sphx_glr_download_tutorials_analysis-1d_spectrum_simulation.py:
 
 .. only:: html
diff --git a/docs/dev/_sources/tutorials/analysis-2d/detect.rst.txt b/docs/dev/_sources/tutorials/analysis-2d/detect.rst.txt
index 904d9203d5f..67bececd38e 100644
--- a/docs/dev/_sources/tutorials/analysis-2d/detect.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-2d/detect.rst.txt
@@ -124,7 +124,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev694+gc0f028911 
+            version                : 1.2.dev705+g675ede9a3 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -460,7 +460,7 @@ Here’s some suggestions what to do next:
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  29.689 seconds)
+   **Total running time of the script:** ( 0 minutes  18.188 seconds)
 
 
 .. _sphx_glr_download_tutorials_analysis-2d_detect.py:
diff --git a/docs/dev/_sources/tutorials/analysis-2d/modeling_2D.rst.txt b/docs/dev/_sources/tutorials/analysis-2d/modeling_2D.rst.txt
index ead4e7618ad..fc7198aa4a9 100644
--- a/docs/dev/_sources/tutorials/analysis-2d/modeling_2D.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-2d/modeling_2D.rst.txt
@@ -125,7 +125,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev694+gc0f028911 
+            version                : 1.2.dev705+g675ede9a3 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -545,11 +545,6 @@ We will freeze the parameters of the background
 
 
 
-.. rst-class:: sphx-glr-timing
-
-   **Total running time of the script:** ( 0 minutes  10.828 seconds)
-
-
 .. _sphx_glr_download_tutorials_analysis-2d_modeling_2D.py:
 
 .. only:: html
diff --git a/docs/dev/_sources/tutorials/analysis-2d/ring_background.rst.txt b/docs/dev/_sources/tutorials/analysis-2d/ring_background.rst.txt
index 9acedf3e280..fc8563fbdc4 100644
--- a/docs/dev/_sources/tutorials/analysis-2d/ring_background.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-2d/ring_background.rst.txt
@@ -127,7 +127,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev694+gc0f028911 
+            version                : 1.2.dev705+g675ede9a3 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -524,12 +524,12 @@ events in the `on` and `off` regions respectively.
 
       Name                            : stacked 
 
-      Total counts                    : 40051 
-      Total background counts         : 39151.26
-      Total excess counts             : 899.74
+      Total counts                    : 39183 
+      Total background counts         : 38320.57
+      Total excess counts             : 862.43
 
-      Predicted counts                : 39151.62
-      Predicted background counts     : 39151.62
+      Predicted counts                : 38320.92
+      Predicted background counts     : 38320.92
       Predicted excess counts         : nan
 
       Exposure min                    : 1.11e+09 m2 s
@@ -539,15 +539,15 @@ events in the `on` and `off` regions respectively.
       Number of fit bins              : 22500 
 
       Fit statistic type              : wstat
-      Fit statistic value (-2 log(L)) : 26392.57
+      Fit statistic value (-2 log(L)) : 26399.35
 
       Number of models                : 0 
       Number of parameters            : 0
       Number of free parameters       : 0
 
-      Total counts_off                : 88113384 
+      Total counts_off                : 86301192 
       Acceptance                      : 22500 
-      Acceptance off                  : 49447600 
+      Acceptance off                  : 49478072 
 
 
 
@@ -666,7 +666,7 @@ to be a standard normal distribution.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  30.445 seconds)
+   **Total running time of the script:** ( 0 minutes  21.503 seconds)
 
 
 .. _sphx_glr_download_tutorials_analysis-2d_ring_background.py:
diff --git a/docs/dev/_sources/tutorials/analysis-2d/sg_execution_times.rst.txt b/docs/dev/_sources/tutorials/analysis-2d/sg_execution_times.rst.txt
index 1c416071f47..4a17d75ba8e 100644
--- a/docs/dev/_sources/tutorials/analysis-2d/sg_execution_times.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-2d/sg_execution_times.rst.txt
@@ -6,12 +6,12 @@
 
 Computation times
 =================
-**01:10.962** total execution time for **tutorials_analysis-2d** files:
+**00:47.761** total execution time for **tutorials_analysis-2d** files:
 
 +-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_analysis-2d_ring_background.py` (``ring_background.py``) | 00:30.445 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_analysis-2d_ring_background.py` (``ring_background.py``) | 00:21.503 | 0.0 MB |
 +-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_analysis-2d_detect.py` (``detect.py``)                   | 00:29.689 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_analysis-2d_detect.py` (``detect.py``)                   | 00:18.188 | 0.0 MB |
 +-----------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_analysis-2d_modeling_2D.py` (``modeling_2D.py``)         | 00:10.828 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_analysis-2d_modeling_2D.py` (``modeling_2D.py``)         | 00:08.070 | 0.0 MB |
 +-----------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/dev/_sources/tutorials/analysis-3d/analysis_3d.rst.txt b/docs/dev/_sources/tutorials/analysis-3d/analysis_3d.rst.txt
index 87136f6e2eb..1714010c362 100644
--- a/docs/dev/_sources/tutorials/analysis-3d/analysis_3d.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-3d/analysis_3d.rst.txt
@@ -98,7 +98,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev694+gc0f028911 
+            version                : 1.2.dev705+g675ede9a3 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -478,7 +478,7 @@ To plot a smooth counts map
 
  .. code-block:: none
 
-    
    
    interactive(children=(SelectionSlider(continuous_update=False, description='Select energy:', layout=Layout(width='50%'), options=('100 GeV - 158 GeV', '158 GeV - 251 GeV', '251 GeV - 398 GeV', '398 GeV - 631 GeV', '631 GeV - 1.00 TeV', '1.00 TeV - 1.58 TeV', '1.58 TeV - 2.51 TeV', '2.51 TeV - 3.98 TeV', '3.98 TeV - 6.31 TeV', '6.31 TeV - 10.0 TeV'), style=SliderStyle(description_width='initial'), value='100 GeV - 158 GeV'), RadioButtons(description='Select stretch:', index=1, options=('linear', 'sqrt', 'log'), style=DescriptionStyle(description_width='initial'), value='sqrt'), Output()), _dom_classes=('widget-interact',))
+    
    
    interactive(children=(SelectionSlider(continuous_update=False, description='Select energy:', layout=Layout(width='50%'), options=('100 GeV - 158 GeV', '158 GeV - 251 GeV', '251 GeV - 398 GeV', '398 GeV - 631 GeV', '631 GeV - 1.00 TeV', '1.00 TeV - 1.58 TeV', '1.58 TeV - 2.51 TeV', '2.51 TeV - 3.98 TeV', '3.98 TeV - 6.31 TeV', '6.31 TeV - 10.00 TeV'), style=SliderStyle(description_width='initial'), value='100 GeV - 158 GeV'), RadioButtons(description='Select stretch:', index=1, options=('linear', 'sqrt', 'log'), style=DescriptionStyle(description_width='initial'), value='sqrt'), Output()), _dom_classes=('widget-interact',))
 
 
 
@@ -509,7 +509,7 @@ And the background map
 
  .. code-block:: none
 
-    
    
    interactive(children=(SelectionSlider(continuous_update=False, description='Select energy:', layout=Layout(width='50%'), options=('100 GeV - 158 GeV', '158 GeV - 251 GeV', '251 GeV - 398 GeV', '398 GeV - 631 GeV', '631 GeV - 1.00 TeV', '1.00 TeV - 1.58 TeV', '1.58 TeV - 2.51 TeV', '2.51 TeV - 3.98 TeV', '3.98 TeV - 6.31 TeV', '6.31 TeV - 10.0 TeV'), style=SliderStyle(description_width='initial'), value='100 GeV - 158 GeV'), RadioButtons(description='Select stretch:', index=1, options=('linear', 'sqrt', 'log'), style=DescriptionStyle(description_width='initial'), value='sqrt'), Output()), _dom_classes=('widget-interact',))
+    
    
    interactive(children=(SelectionSlider(continuous_update=False, description='Select energy:', layout=Layout(width='50%'), options=('100 GeV - 158 GeV', '158 GeV - 251 GeV', '251 GeV - 398 GeV', '398 GeV - 631 GeV', '631 GeV - 1.00 TeV', '1.00 TeV - 1.58 TeV', '1.58 TeV - 2.51 TeV', '2.51 TeV - 3.98 TeV', '3.98 TeV - 6.31 TeV', '6.31 TeV - 10.00 TeV'), style=SliderStyle(description_width='initial'), value='100 GeV - 158 GeV'), RadioButtons(description='Select stretch:', index=1, options=('linear', 'sqrt', 'log'), style=DescriptionStyle(description_width='initial'), value='sqrt'), Output()), _dom_classes=('widget-interact',))
 
 
 
@@ -702,7 +702,7 @@ We can access the results dictionary to see if the fit converged:
             method     : migrad
             success    : True
             message    : Optimization terminated successfully.
-            nfev       : 184
+            nfev       : 191
             total stat : 180458.06
 
     CovarianceResult
@@ -739,13 +739,13 @@ Check best-fit parameters and error estimates:
 
        model      type      name      value    ...    max    frozen is_norm link
     ----------- -------- --------- ----------- ... --------- ------ ------- ----
-      gc-source spectral     index  2.4143e+00 ...       nan  False   False     
-      gc-source spectral amplitude  2.6631e-12 ...       nan  False    True     
+      gc-source spectral     index  2.4142e+00 ...       nan  False   False     
+      gc-source spectral amplitude  2.6639e-12 ...       nan  False    True     
       gc-source spectral reference  1.0000e+00 ...       nan   True   False     
-      gc-source spectral   lambda_ -1.3375e-02 ...       nan  False   False     
+      gc-source spectral   lambda_ -1.3272e-02 ...       nan  False   False     
       gc-source spectral     alpha  1.0000e+00 ...       nan   True   False     
-      gc-source  spatial     lon_0 -4.8062e-02 ...       nan  False   False     
-      gc-source  spatial     lat_0 -5.2606e-02 ... 9.000e+01  False   False     
+      gc-source  spatial     lon_0 -4.8059e-02 ...       nan  False   False     
+      gc-source  spatial     lat_0 -5.2602e-02 ... 9.000e+01  False   False     
     stacked-bkg spectral      norm  1.3481e+00 ...       nan  False    True     
     stacked-bkg spectral      tilt  0.0000e+00 ...       nan   True   False     
     stacked-bkg spectral reference  1.0000e+00 ...       nan   True   False     
@@ -847,7 +847,7 @@ A more accurate way to inspect spatial residuals is the following:
 
 
 .. image-sg:: /tutorials/analysis-3d/images/sphx_glr_analysis_3d_008.png
-   :alt: Energy 100 GeV - 1.00 TeV, Energy 1.00 TeV - 10.0 TeV
+   :alt: Energy 100 GeV - 1.00 TeV, Energy 1.00 TeV - 10.00 TeV
    :srcset: /tutorials/analysis-3d/images/sphx_glr_analysis_3d_008.png
    :class: sphx-glr-single-img
 
@@ -951,21 +951,21 @@ Data reduction
     Dataset 0: 
 
       Type       : MapDataset
-      Name       : UFKfB9uK
+      Name       : LpAm40zN
       Instrument : CTA
       Models     : 
 
     Dataset 1: 
 
       Type       : MapDataset
-      Name       : rkrfGnxF
+      Name       : -RvKm0m5
       Instrument : CTA
       Models     : 
 
     Dataset 2: 
 
       Type       : MapDataset
-      Name       : 58DzpWoh
+      Name       : 7iwlUe8r
       Instrument : CTA
       Models     : 
 
@@ -998,7 +998,7 @@ You can access each one by name or by index, eg:
     MapDataset
     ----------
 
-      Name                            : UFKfB9uK 
+      Name                            : LpAm40zN 
 
       Total counts                    : 40481 
       Total background counts         : 36014.51
@@ -1066,9 +1066,9 @@ map, omit the region argument.
       name   counts       excess      ... n_fit_bins stat_type stat_sum
                                       ...                              
     -------- ------ ----------------- ... ---------- --------- --------
-    UFKfB9uK  40481       4466.484375 ...     693940      cash      nan
-    rkrfGnxF  40525 4510.505523195905 ...     693940      cash      nan
-    58DzpWoh  40235 4220.480554966147 ...     693940      cash      nan
+    LpAm40zN  40481       4466.484375 ...     693940      cash      nan
+    -RvKm0m5  40525 4510.505523195905 ...     693940      cash      nan
+    7iwlUe8r  40235 4220.480554966147 ...     693940      cash      nan
     Models
 
     Component 0: SkyModel
@@ -1089,8 +1089,8 @@ map, omit the region argument.
 
     Component 1: FoVBackgroundModel
 
-      Name                      : UFKfB9uK-bkg
-      Datasets names            : ['UFKfB9uK']
+      Name                      : LpAm40zN-bkg
+      Datasets names            : ['LpAm40zN']
       Spectral model type       : PowerLawNormSpectralModel
       Parameters:
         norm                          :      1.000   +/-    0.00             
@@ -1099,8 +1099,8 @@ map, omit the region argument.
 
     Component 2: FoVBackgroundModel
 
-      Name                      : rkrfGnxF-bkg
-      Datasets names            : ['rkrfGnxF']
+      Name                      : -RvKm0m5-bkg
+      Datasets names            : ['-RvKm0m5']
       Spectral model type       : PowerLawNormSpectralModel
       Parameters:
         norm                          :      1.000   +/-    0.00             
@@ -1109,8 +1109,8 @@ map, omit the region argument.
 
     Component 3: FoVBackgroundModel
 
-      Name                      : 58DzpWoh-bkg
-      Datasets names            : ['58DzpWoh']
+      Name                      : 7iwlUe8r-bkg
+      Datasets names            : ['7iwlUe8r']
       Spectral model type       : PowerLawNormSpectralModel
       Parameters:
         norm                          :      1.000   +/-    0.00             
@@ -1170,7 +1170,7 @@ We can access the results dictionary to see if the fit converged:
             method     : migrad
             success    : True
             message    : Optimization terminated successfully.
-            nfev       : 220
+            nfev       : 188
             total stat : 748259.16
 
     CovarianceResult
@@ -1216,7 +1216,7 @@ Check best-fit parameters and error estimates:
       Temporal model type       : 
       Parameters:
         index                         :      2.272   +/-    0.08             
-        amplitude                     :   2.84e-12   +/- 3.1e-13 1 / (cm2 s TeV)
+        amplitude                     :   2.84e-12   +/- 3.2e-13 1 / (cm2 s TeV)
         reference             (frozen):      1.000       TeV         
         lambda_                       :      0.039   +/-    0.05 1 / TeV     
         alpha                 (frozen):      1.000                   
@@ -1225,8 +1225,8 @@ Check best-fit parameters and error estimates:
 
     Component 1: FoVBackgroundModel
 
-      Name                      : UFKfB9uK-bkg
-      Datasets names            : ['UFKfB9uK']
+      Name                      : LpAm40zN-bkg
+      Datasets names            : ['LpAm40zN']
       Spectral model type       : PowerLawNormSpectralModel
       Parameters:
         norm                          :      1.118   +/-    0.01             
@@ -1235,8 +1235,8 @@ Check best-fit parameters and error estimates:
 
     Component 2: FoVBackgroundModel
 
-      Name                      : rkrfGnxF-bkg
-      Datasets names            : ['rkrfGnxF']
+      Name                      : -RvKm0m5-bkg
+      Datasets names            : ['-RvKm0m5']
       Spectral model type       : PowerLawNormSpectralModel
       Parameters:
         norm                          :      1.119   +/-    0.01             
@@ -1245,8 +1245,8 @@ Check best-fit parameters and error estimates:
 
     Component 3: FoVBackgroundModel
 
-      Name                      : 58DzpWoh-bkg
-      Datasets names            : ['58DzpWoh']
+      Name                      : 7iwlUe8r-bkg
+      Datasets names            : ['7iwlUe8r']
       Spectral model type       : PowerLawNormSpectralModel
       Parameters:
         norm                          :      1.111   +/-    0.01             
@@ -1375,7 +1375,7 @@ Exercises
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 1 minutes  5.549 seconds)
+   **Total running time of the script:** ( 0 minutes  48.333 seconds)
 
 
 .. _sphx_glr_download_tutorials_analysis-3d_analysis_3d.py:
diff --git a/docs/dev/_sources/tutorials/analysis-3d/analysis_mwl.rst.txt b/docs/dev/_sources/tutorials/analysis-3d/analysis_mwl.rst.txt
index 7282915f5ab..9846d9d8568 100644
--- a/docs/dev/_sources/tutorials/analysis-3d/analysis_mwl.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-3d/analysis_mwl.rst.txt
@@ -123,7 +123,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev694+gc0f028911 
+            version                : 1.2.dev705+g675ede9a3 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
diff --git a/docs/dev/_sources/tutorials/analysis-3d/cta_data_analysis.rst.txt b/docs/dev/_sources/tutorials/analysis-3d/cta_data_analysis.rst.txt
index 475d37be4e7..d145263e104 100644
--- a/docs/dev/_sources/tutorials/analysis-3d/cta_data_analysis.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-3d/cta_data_analysis.rst.txt
@@ -121,7 +121,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev694+gc0f028911 
+            version                : 1.2.dev705+g675ede9a3 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -811,15 +811,15 @@ profile to compute the flux and flux error.
 
     

     
Table length=5
-    

     
e_refe_mine_maxdndednde_errpdnde_errndnde_ulsqrt_tsis_ul

     
GeVGeVGeV1 / (cm2 GeV s)1 / (cm2 GeV s)1 / (cm2 GeV s)1 / (cm2 GeV s)

     
float64float64float64float64float64float64float64float32bool

+    

-    
-    
-    
-    
-    
+    
+    
+    
+    
+    

     
e_refe_mine_maxdndednde_errtssqrt_tsnprednpred_excessstatcountssuccess

     
TeVTeVTeV1 / (cm2 s TeV)1 / (cm2 s TeV)

     
float64float64float64float64float64float64float64float64[1]float32[1]float64float64[1]bool
1.3750.9462.0001.447e-121.783e-13152.51312.350105.7752244878226383.8989213.412106.0True
2.6992.0003.6413.563e-134.835e-14150.65412.27473.0251191219844263.132472.24573.0True
5.2953.6417.7007.332e-141.138e-14121.57011.02653.98359208475904647.4558750.62454.0True
11.1987.70016.2846.353e-152.154e-1521.7894.66813.18842983819716610.6604475.74413.0True
21.97116.28429.6451.109e-156.938e-166.2502.5004.14531053887243.1979892.8994.0True
1.3750.9462.0001.447e-121.783e-13152.51312.350105.7752244874736883.8989213.412106.0True
2.6992.0003.6413.563e-134.835e-14150.65412.27473.0251191214878963.132472.24573.0True
5.2953.6417.7007.332e-141.138e-14121.57011.02653.9835920848837647.4558750.62454.0True
11.1987.70016.2846.353e-152.154e-1521.7894.66813.18842983819364910.6604475.74413.0True
21.97116.28429.6451.109e-156.938e-166.2502.5004.1453105388128773.1979892.8994.0True

     

     

     

@@ -905,7 +905,7 @@ What next?
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  30.625 seconds)
+   **Total running time of the script:** ( 0 minutes  20.471 seconds)
 
 
 .. _sphx_glr_download_tutorials_analysis-3d_cta_data_analysis.py:
diff --git a/docs/dev/_sources/tutorials/analysis-3d/event_sampling.rst.txt b/docs/dev/_sources/tutorials/analysis-3d/event_sampling.rst.txt
index 106705da657..079829d8a1e 100644
--- a/docs/dev/_sources/tutorials/analysis-3d/event_sampling.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-3d/event_sampling.rst.txt
@@ -175,7 +175,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev694+gc0f028911 
+            version                : 1.2.dev705+g675ede9a3 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -691,8 +691,8 @@ Let’s fit the data and look at the results:
             method     : migrad
             success    : True
             message    : Optimization terminated successfully.
-            nfev       : 100
-            total stat : 76404.78
+            nfev       : 102
+            total stat : 76404.71
 
     CovarianceResult
 
@@ -1188,7 +1188,7 @@ Exercises
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 1 minutes  4.940 seconds)
+   **Total running time of the script:** ( 0 minutes  51.799 seconds)
 
 
 .. _sphx_glr_download_tutorials_analysis-3d_event_sampling.py:
diff --git a/docs/dev/_sources/tutorials/analysis-3d/event_sampling_nrg_depend_models.rst.txt b/docs/dev/_sources/tutorials/analysis-3d/event_sampling_nrg_depend_models.rst.txt
index c2612d0b97e..30a16d43792 100644
--- a/docs/dev/_sources/tutorials/analysis-3d/event_sampling_nrg_depend_models.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-3d/event_sampling_nrg_depend_models.rst.txt
@@ -125,7 +125,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev694+gc0f028911 
+            version                : 1.2.dev705+g675ede9a3 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -492,7 +492,7 @@ is passed to the dataset.
 
  .. code-block:: none
 
-    /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy/data/observations.py:234: GammapyDeprecationWarning: Pointing will be required to be provided as FixedPointingInfo
+    /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy/data/observations.py:240: GammapyDeprecationWarning: Pointing will be required to be provided as FixedPointingInfo
       warnings.warn(
 
 
diff --git a/docs/dev/_sources/tutorials/analysis-3d/flux_profiles.rst.txt b/docs/dev/_sources/tutorials/analysis-3d/flux_profiles.rst.txt
index e676de22498..7617465d298 100644
--- a/docs/dev/_sources/tutorials/analysis-3d/flux_profiles.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-3d/flux_profiles.rst.txt
@@ -132,7 +132,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev694+gc0f028911 
+            version                : 1.2.dev705+g675ede9a3 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -375,7 +375,7 @@ We can see the full configuration by printing the estimator object:
     --------------------
 
       energy_edges           : [  10. 2000.] GeV
-      fit                    : 
+      fit                    : 
       n_jobs                 : None
       n_sigma                : 1
       n_sigma_ul             : 2
@@ -608,11 +608,11 @@ using:
      0.5882352941176467 0.9803921568627443 0.7843137254901955 ...  163.0    True
      0.9803921568627443 1.3725490196078436  1.176470588235294 ...  448.0    True
      1.3725490196078436  1.764705882352942 1.5686274509803928 ...  599.0    True
-      1.764705882352942   2.15686274509804  1.960784313725491 ...  354.0    True
-       2.15686274509804  2.549019607843138 2.3529411764705888 ...  367.0    True
-      2.549019607843138  2.941176470588236  2.745098039215687 ...  339.0    True
-      2.941176470588236 3.3333333333333344  3.137254901960785 ...  531.0    True
-     3.3333333333333344  3.725490196078432  3.529411764705883 ...  458.0    True
+      1.764705882352942 2.1568627450980404 1.9607843137254912 ...  354.0    True
+     2.1568627450980404  2.549019607843138  2.352941176470589 ...  367.0    True
+      2.549019607843138 2.9411764705882364  2.745098039215687 ...  339.0    True
+     2.9411764705882364  3.333333333333335 3.1372549019607856 ...  531.0    True
+      3.333333333333335 3.7254901960784315  3.529411764705883 ...  458.0    True
                     ...                ...                ... ...    ...     ...
      15.882352941176466 16.274509803921596  16.07843137254903 ...  321.0    True
      16.274509803921596 16.666666666666696 16.470588235294144 ...  421.0    True
@@ -620,9 +620,9 @@ using:
      17.058823529411775   17.4509803921569 17.254901960784338 ...  374.0    True
        17.4509803921569 17.843137254902004 17.647058823529452 ...  370.0    True
      17.843137254902004 18.235294117647083 18.039215686274545 ...  410.0    True
-     18.235294117647083 18.627450980392158  18.43137254901962 ...  336.0    True
-     18.627450980392158  19.01960784313726  18.82352941176471 ...  172.0    True
-      19.01960784313726  19.41176470588239 19.215686274509824 ...    0.0   False
+     18.235294117647083  18.62745098039216  18.43137254901962 ...  336.0    True
+      18.62745098039216 19.019607843137262  18.82352941176471 ...  172.0    True
+     19.019607843137262  19.41176470588239 19.215686274509828 ...    0.0   False
       19.41176470588239 19.803921568627494 19.607843137254942 ...    0.0   False
     Length = 51 rows
 
@@ -800,7 +800,7 @@ And now plot the points together with the likelihood profiles:
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  34.514 seconds)
+   **Total running time of the script:** ( 0 minutes  24.081 seconds)
 
 
 .. _sphx_glr_download_tutorials_analysis-3d_flux_profiles.py:
diff --git a/docs/dev/_sources/tutorials/analysis-3d/sg_execution_times.rst.txt b/docs/dev/_sources/tutorials/analysis-3d/sg_execution_times.rst.txt
index 459096f6f93..956fcd8123c 100644
--- a/docs/dev/_sources/tutorials/analysis-3d/sg_execution_times.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-3d/sg_execution_times.rst.txt
@@ -6,20 +6,20 @@
 
 Computation times
 =================
-**03:52.657** total execution time for **tutorials_analysis-3d** files:
+**02:52.324** total execution time for **tutorials_analysis-3d** files:
 
 +---------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_analysis-3d_analysis_3d.py` (``analysis_3d.py``)                                           | 01:05.549 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_analysis-3d_event_sampling.py` (``event_sampling.py``)                                     | 00:51.799 | 0.0 MB |
 +---------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_analysis-3d_event_sampling.py` (``event_sampling.py``)                                     | 01:04.940 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_analysis-3d_analysis_3d.py` (``analysis_3d.py``)                                           | 00:48.333 | 0.0 MB |
 +---------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_analysis-3d_flux_profiles.py` (``flux_profiles.py``)                                       | 00:34.514 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_analysis-3d_flux_profiles.py` (``flux_profiles.py``)                                       | 00:24.081 | 0.0 MB |
 +---------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_analysis-3d_cta_data_analysis.py` (``cta_data_analysis.py``)                               | 00:30.625 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_analysis-3d_cta_data_analysis.py` (``cta_data_analysis.py``)                               | 00:20.471 | 0.0 MB |
 +---------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_analysis-3d_simulate_3d.py` (``simulate_3d.py``)                                           | 00:21.198 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_analysis-3d_simulate_3d.py` (``simulate_3d.py``)                                           | 00:16.788 | 0.0 MB |
 +---------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_analysis-3d_analysis_mwl.py` (``analysis_mwl.py``)                                         | 00:09.330 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_analysis-3d_analysis_mwl.py` (``analysis_mwl.py``)                                         | 00:06.164 | 0.0 MB |
 +---------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_analysis-3d_event_sampling_nrg_depend_models.py` (``event_sampling_nrg_depend_models.py``) | 00:06.501 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_analysis-3d_event_sampling_nrg_depend_models.py` (``event_sampling_nrg_depend_models.py``) | 00:04.687 | 0.0 MB |
 +---------------------------------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/dev/_sources/tutorials/analysis-3d/simulate_3d.rst.txt b/docs/dev/_sources/tutorials/analysis-3d/simulate_3d.rst.txt
index 443b7f6cad6..2fb2d7a6bf6 100644
--- a/docs/dev/_sources/tutorials/analysis-3d/simulate_3d.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-3d/simulate_3d.rst.txt
@@ -256,7 +256,7 @@ the `selection` of the maps that you want to produce
 
  .. code-block:: none
 
-    /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy/data/observations.py:234: GammapyDeprecationWarning: Pointing will be required to be provided as FixedPointingInfo
+    /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy/data/observations.py:240: GammapyDeprecationWarning: Pointing will be required to be provided as FixedPointingInfo
       warnings.warn(
     Observation
 
@@ -300,9 +300,9 @@ the `selection` of the maps that you want to produce
 
       Name                            : dataset-simu 
 
-      Total counts                    : 169960 
+      Total counts                    : 169991 
       Total background counts         : 161250.95
-      Total excess counts             : 8709.05
+      Total excess counts             : 8740.05
 
       Predicted counts                : 169871.61
       Predicted background counts     : 161250.95
@@ -315,7 +315,7 @@ the `selection` of the maps that you want to produce
       Number of fit bins              : 804492 
 
       Fit statistic type              : cash
-      Fit statistic value (-2 log(L)) : 560941.57
+      Fit statistic value (-2 log(L)) : 563337.52
 
       Number of models                : 2 
       Number of parameters            : 11
@@ -384,7 +384,7 @@ tutorial.
 
  .. code-block:: none
 
-    
    
    interactive(children=(SelectionSlider(continuous_update=False, description='Select energy:', layout=Layout(width='50%'), options=('100 GeV - 167 GeV', '167 GeV - 278 GeV', '278 GeV - 464 GeV', '464 GeV - 774 GeV', '774 GeV - 1.29 TeV', '1.29 TeV - 2.15 TeV', '2.15 TeV - 3.59 TeV', '3.59 TeV - 5.99 TeV', '5.99 TeV - 10.0 TeV'), style=SliderStyle(description_width='initial'), value='100 GeV - 167 GeV'), RadioButtons(description='Select stretch:', options=('linear', 'sqrt', 'log'), style=DescriptionStyle(description_width='initial'), value='linear'), Output()), _dom_classes=('widget-interact',))
+    
    
    interactive(children=(SelectionSlider(continuous_update=False, description='Select energy:', layout=Layout(width='50%'), options=('100 GeV - 167 GeV', '167 GeV - 278 GeV', '278 GeV - 464 GeV', '464 GeV - 774 GeV', '774 GeV - 1.29 TeV', '1.29 TeV - 2.15 TeV', '2.15 TeV - 3.59 TeV', '3.59 TeV - 5.99 TeV', '5.99 TeV - 10.00 TeV'), style=SliderStyle(description_width='initial'), value='100 GeV - 167 GeV'), RadioButtons(description='Select stretch:', options=('linear', 'sqrt', 'log'), style=DescriptionStyle(description_width='initial'), value='linear'), Output()), _dom_classes=('widget-interact',))
 
 
 
@@ -534,12 +534,12 @@ Compare the injected and fitted models:
       Spatial  model type       : GaussianSpatialModel
       Temporal model type       : 
       Parameters:
-        index                         :      3.005   +/-    0.02             
-        amplitude                     :   1.00e-11   +/- 3.3e-13 1 / (cm2 s TeV)
+        index                         :      3.003   +/-    0.02             
+        amplitude                     :   9.82e-12   +/- 3.2e-13 1 / (cm2 s TeV)
         reference             (frozen):      1.000       TeV         
-        lon_0                         :      0.197   +/-    0.01 deg         
-        lat_0                         :      0.107   +/-    0.01 deg         
-        sigma                         :      0.302   +/-    0.00 deg         
+        lon_0                         :      0.195   +/-    0.01 deg         
+        lat_0                         :      0.104   +/-    0.01 deg         
+        sigma                         :      0.297   +/-    0.00 deg         
         e                     (frozen):      0.000                   
         phi                   (frozen):      0.000       deg         
 
@@ -569,12 +569,12 @@ Get the errors on the fitted parameters from the parameter table
 
       type      name     value         unit      ...    max    frozen is_norm link
     -------- --------- ---------- -------------- ... --------- ------ ------- ----
-    spectral     index 3.0051e+00                ...       nan  False   False     
-    spectral amplitude 1.0013e-11 cm-2 s-1 TeV-1 ...       nan  False    True     
+    spectral     index 3.0030e+00                ...       nan  False   False     
+    spectral amplitude 9.8219e-12 cm-2 s-1 TeV-1 ...       nan  False    True     
     spectral reference 1.0000e+00            TeV ...       nan   True   False     
-     spatial     lon_0 1.9734e-01            deg ...       nan  False   False     
-     spatial     lat_0 1.0742e-01            deg ... 9.000e+01  False   False     
-     spatial     sigma 3.0168e-01            deg ...       nan  False   False     
+     spatial     lon_0 1.9502e-01            deg ...       nan  False   False     
+     spatial     lat_0 1.0360e-01            deg ... 9.000e+01  False   False     
+     spatial     sigma 2.9686e-01            deg ...       nan  False   False     
      spatial         e 0.0000e+00                ... 1.000e+00   True   False     
      spatial       phi 0.0000e+00            deg ...       nan   True   False     
     spectral      norm 1.0000e+00                ...       nan   True    True     
@@ -587,7 +587,7 @@ Get the errors on the fitted parameters from the parameter table
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  21.198 seconds)
+   **Total running time of the script:** ( 0 minutes  16.788 seconds)
 
 
 .. _sphx_glr_download_tutorials_analysis-3d_simulate_3d.py:
diff --git a/docs/dev/_sources/tutorials/analysis-time/light_curve.rst.txt b/docs/dev/_sources/tutorials/analysis-time/light_curve.rst.txt
index dd683f3ba08..08d96ab533c 100644
--- a/docs/dev/_sources/tutorials/analysis-time/light_curve.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-time/light_curve.rst.txt
@@ -132,7 +132,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev694+gc0f028911 
+            version                : 1.2.dev705+g675ede9a3 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -422,13 +422,13 @@ The LightCurve object contains a table which we can explore.
 
  .. code-block:: none
 
-         time_min           time_max     ...        flux_err       
-                                         ...      1 / (cm2 s)      
-    ------------------ ----------------- ... ----------------------
-     53343.92234009259 53343.94186555556 ...  2.120583411386905e-12
-     53343.95421509259 53343.97369425926 ... 2.1406685899542013e-12
-     53345.96198129629 53345.98149518518 ...  2.789371547331029e-12
-    53347.913196574074 53347.93271046296 ...   2.91417246114111e-12
+         time_min           time_max     ...        flux_err      
+                                         ...      1 / (cm2 s)     
+    ------------------ ----------------- ... ---------------------
+     53343.92234009259 53343.94186555556 ... 2.120583411501185e-12
+     53343.95421509259 53343.97369425926 ... 2.140668561207703e-12
+     53345.96198129629 53345.98149518518 ... 2.789371543900028e-12
+    53347.913196574074 53347.93271046296 ... 2.914172434229432e-12
 
 
 
@@ -631,10 +631,10 @@ Extracting the light curve
          time_min           time_max           e_ref        ...    counts   success
                                                 TeV         ...                    
     ------------------ ----------------- ------------------ ... ----------- -------
-     53343.92234009259 53343.94186555556 3.4517490659800822 ... 81.0 .. nan    True
-     53343.95421509259 53343.97369425926 3.4517490659800822 ... nan .. 71.0    True
-     53345.96198129629 53345.98149518518 3.4517490659800822 ...  nan .. nan    True
-    53347.913196574074 53347.93271046296 3.4517490659800822 ...  nan .. nan    True
+     53343.92234009259 53343.94186555556 3.4517490659800814 ...  nan .. nan    True
+     53343.95421509259 53343.97369425926 3.4517490659800814 ... nan .. 71.0    True
+     53345.96198129629 53345.98149518518 3.4517490659800814 ... 51.0 .. nan    True
+    53347.913196574074 53347.93271046296 3.4517490659800814 ...  nan .. nan    True
 
 
 
@@ -764,7 +764,7 @@ tutorial. which shows the extraction of the lightcurve of an AGN flare.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  16.697 seconds)
+   **Total running time of the script:** ( 0 minutes  11.797 seconds)
 
 
 .. _sphx_glr_download_tutorials_analysis-time_light_curve.py:
diff --git a/docs/dev/_sources/tutorials/analysis-time/light_curve_flare.rst.txt b/docs/dev/_sources/tutorials/analysis-time/light_curve_flare.rst.txt
index 97c85fe0fc5..712f0a9ee81 100644
--- a/docs/dev/_sources/tutorials/analysis-time/light_curve_flare.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-time/light_curve_flare.rst.txt
@@ -147,7 +147,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev694+gc0f028911 
+            version                : 1.2.dev705+g675ede9a3 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -572,7 +572,7 @@ Finally we plot the result for the 1D lightcurve:
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 1 minutes  18.210 seconds)
+   **Total running time of the script:** ( 0 minutes  55.625 seconds)
 
 
 .. _sphx_glr_download_tutorials_analysis-time_light_curve_flare.py:
diff --git a/docs/dev/_sources/tutorials/analysis-time/light_curve_simulation.rst.txt b/docs/dev/_sources/tutorials/analysis-time/light_curve_simulation.rst.txt
index dc551fd0183..809ab7b0031 100644
--- a/docs/dev/_sources/tutorials/analysis-time/light_curve_simulation.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-time/light_curve_simulation.rst.txt
@@ -181,7 +181,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev694+gc0f028911 
+            version                : 1.2.dev705+g675ede9a3 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -402,25 +402,25 @@ Now perform the simulations
 
  .. code-block:: none
 
-    /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy/data/observations.py:234: GammapyDeprecationWarning: Pointing will be required to be provided as FixedPointingInfo
+    /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy/data/observations.py:240: GammapyDeprecationWarning: Pointing will be required to be provided as FixedPointingInfo
       warnings.warn(
-    /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy/data/observations.py:234: GammapyDeprecationWarning: Pointing will be required to be provided as FixedPointingInfo
+    /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy/data/observations.py:240: GammapyDeprecationWarning: Pointing will be required to be provided as FixedPointingInfo
       warnings.warn(
-    /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy/data/observations.py:234: GammapyDeprecationWarning: Pointing will be required to be provided as FixedPointingInfo
+    /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy/data/observations.py:240: GammapyDeprecationWarning: Pointing will be required to be provided as FixedPointingInfo
       warnings.warn(
-    /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy/data/observations.py:234: GammapyDeprecationWarning: Pointing will be required to be provided as FixedPointingInfo
+    /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy/data/observations.py:240: GammapyDeprecationWarning: Pointing will be required to be provided as FixedPointingInfo
       warnings.warn(
-    /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy/data/observations.py:234: GammapyDeprecationWarning: Pointing will be required to be provided as FixedPointingInfo
+    /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy/data/observations.py:240: GammapyDeprecationWarning: Pointing will be required to be provided as FixedPointingInfo
       warnings.warn(
-    /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy/data/observations.py:234: GammapyDeprecationWarning: Pointing will be required to be provided as FixedPointingInfo
+    /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy/data/observations.py:240: GammapyDeprecationWarning: Pointing will be required to be provided as FixedPointingInfo
       warnings.warn(
-    /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy/data/observations.py:234: GammapyDeprecationWarning: Pointing will be required to be provided as FixedPointingInfo
+    /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy/data/observations.py:240: GammapyDeprecationWarning: Pointing will be required to be provided as FixedPointingInfo
       warnings.warn(
-    /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy/data/observations.py:234: GammapyDeprecationWarning: Pointing will be required to be provided as FixedPointingInfo
+    /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy/data/observations.py:240: GammapyDeprecationWarning: Pointing will be required to be provided as FixedPointingInfo
       warnings.warn(
-    /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy/data/observations.py:234: GammapyDeprecationWarning: Pointing will be required to be provided as FixedPointingInfo
+    /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy/data/observations.py:240: GammapyDeprecationWarning: Pointing will be required to be provided as FixedPointingInfo
       warnings.warn(
-    /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy/data/observations.py:234: GammapyDeprecationWarning: Pointing will be required to be provided as FixedPointingInfo
+    /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy/data/observations.py:240: GammapyDeprecationWarning: Pointing will be required to be provided as FixedPointingInfo
       warnings.warn(
 
 
@@ -451,16 +451,16 @@ quick look into our datasets.
        name   counts       excess       ... n_fit_bins stat_type       stat_sum     
                                         ...                                         
     --------- ------ ------------------ ... ---------- --------- -------------------
-    dataset-0    826  805.6812133789062 ...          9      cash                 nan
-    dataset-1    321 311.76419591747674 ...          9      cash -1962.5346148038996
-    dataset-2    306  296.3947637541758 ...          9      cash -1883.4532540270002
-    dataset-3    328  313.2227134679628 ...          9      cash -1984.7338012435202
-    dataset-4    200 185.22271346796282 ...          9      cash -1030.8170746721437
-    dataset-5    190 171.52839183495354 ...          9      cash   -973.647828820857
-    dataset-6     32  17.22271346796283 ...          9      cash  -38.94702346522873
-    dataset-7     45  25.78952750835169 ...          9      cash  -89.12920134074652
-    dataset-8     33 17.114416978060046 ...          9      cash  -50.61687738645122
-    dataset-9     36 18.636688324856333 ...          9      cash  -63.23717182624184
+    dataset-0    803  782.6812133789062 ...          9      cash                 nan
+    dataset-1    329 319.76419591747674 ...          9      cash -2085.6352819707936
+    dataset-2    297  287.3947637541758 ...          9      cash -1784.7748819317892
+    dataset-3    298  283.2227134679628 ...          9      cash -1780.5936907631005
+    dataset-4    171 156.22271346796282 ...          9      cash  -878.2843540199524
+    dataset-5    188 169.52839183495354 ...          9      cash  -945.7205427397759
+    dataset-6     44 29.222713467962826 ...          9      cash  -95.57047091886238
+    dataset-7     54  34.78952750835169 ...          9      cash  -167.0648797870288
+    dataset-8     31 15.114416978060044 ...          9      cash  -35.50823940387346
+    dataset-9     35 17.636688324856333 ...          9      cash  -51.86568147087545
 
 
 
@@ -756,10 +756,10 @@ Do a joint fit
       result = super().__array_ufunc__(function, method, *arrays, **kwargs)
       type      name     value         unit      ... max frozen is_norm link
     -------- --------- ---------- -------------- ... --- ------ ------- ----
-    spectral     index 2.9576e+00                ... nan  False   False     
-    spectral amplitude 1.0125e-11 cm-2 s-1 TeV-1 ... nan  False    True     
+    spectral     index 3.0302e+00                ... nan  False   False     
+    spectral amplitude 9.4573e-12 cm-2 s-1 TeV-1 ... nan  False    True     
     spectral reference 1.0000e+00            TeV ... nan   True   False     
-    temporal        t0 5.9520e+00              h ... nan  False   False     
+    temporal        t0 6.1047e+00              h ... nan  False   False     
     temporal     t_ref 5.8909e+04              d ... nan   True   False     
 
 
@@ -786,7 +786,7 @@ Exercises
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  40.485 seconds)
+   **Total running time of the script:** ( 0 minutes  28.299 seconds)
 
 
 .. _sphx_glr_download_tutorials_analysis-time_light_curve_simulation.py:
diff --git a/docs/dev/_sources/tutorials/analysis-time/pulsar_analysis.rst.txt b/docs/dev/_sources/tutorials/analysis-time/pulsar_analysis.rst.txt
index b07c9637ca9..27265f48281 100644
--- a/docs/dev/_sources/tutorials/analysis-time/pulsar_analysis.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-time/pulsar_analysis.rst.txt
@@ -120,7 +120,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev694+gc0f028911 
+            version                : 1.2.dev705+g675ede9a3 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -513,8 +513,8 @@ Another thing that we want to do is to compute a Li&Ma test between the on-phase
  .. code-block:: none
 
     Number of excess counts: 44.00000000000003
-    TS: 15.211770556360534
-    Significance: 3.9002269877996247
+    TS: 15.211770556359625
+    Significance: 3.900226987799508
 
 
 
@@ -898,11 +898,6 @@ on the 9 observations, the spectral analysis is much better agreement
 between the input model and the gammapy fit.
 
 
-.. rst-class:: sphx-glr-timing
-
-   **Total running time of the script:** ( 0 minutes  11.608 seconds)
-
-
 .. _sphx_glr_download_tutorials_analysis-time_pulsar_analysis.py:
 
 .. only:: html
diff --git a/docs/dev/_sources/tutorials/analysis-time/sg_execution_times.rst.txt b/docs/dev/_sources/tutorials/analysis-time/sg_execution_times.rst.txt
index 34ee16ecc1c..c007e244792 100644
--- a/docs/dev/_sources/tutorials/analysis-time/sg_execution_times.rst.txt
+++ b/docs/dev/_sources/tutorials/analysis-time/sg_execution_times.rst.txt
@@ -6,14 +6,14 @@
 
 Computation times
 =================
-**02:27.000** total execution time for **tutorials_analysis-time** files:
+**01:44.055** total execution time for **tutorials_analysis-time** files:
 
 +---------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_analysis-time_light_curve_flare.py` (``light_curve_flare.py``)           | 01:18.210 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_analysis-time_light_curve_flare.py` (``light_curve_flare.py``)           | 00:55.625 | 0.0 MB |
 +---------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_analysis-time_light_curve_simulation.py` (``light_curve_simulation.py``) | 00:40.485 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_analysis-time_light_curve_simulation.py` (``light_curve_simulation.py``) | 00:28.299 | 0.0 MB |
 +---------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_analysis-time_light_curve.py` (``light_curve.py``)                       | 00:16.697 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_analysis-time_light_curve.py` (``light_curve.py``)                       | 00:11.797 | 0.0 MB |
 +---------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_analysis-time_pulsar_analysis.py` (``pulsar_analysis.py``)               | 00:11.608 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_analysis-time_pulsar_analysis.py` (``pulsar_analysis.py``)               | 00:08.334 | 0.0 MB |
 +---------------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/dev/_sources/tutorials/api/astro_dark_matter.rst.txt b/docs/dev/_sources/tutorials/api/astro_dark_matter.rst.txt
index 1c686a95db8..93d3934b998 100644
--- a/docs/dev/_sources/tutorials/api/astro_dark_matter.rst.txt
+++ b/docs/dev/_sources/tutorials/api/astro_dark_matter.rst.txt
@@ -106,7 +106,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev694+gc0f028911 
+            version                : 1.2.dev705+g675ede9a3 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -478,7 +478,7 @@ Finally flux maps for decay can be produced like this:
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  57.958 seconds)
+   **Total running time of the script:** ( 0 minutes  28.669 seconds)
 
 
 .. _sphx_glr_download_tutorials_api_astro_dark_matter.py:
diff --git a/docs/dev/_sources/tutorials/api/catalog.rst.txt b/docs/dev/_sources/tutorials/api/catalog.rst.txt
index eccf91f8939..94847f9f570 100644
--- a/docs/dev/_sources/tutorials/api/catalog.rst.txt
+++ b/docs/dev/_sources/tutorials/api/catalog.rst.txt
@@ -118,7 +118,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev694+gc0f028911 
+            version                : 1.2.dev705+g675ede9a3 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -1430,14 +1430,14 @@ The flux points are available via the `~gammapy.catalog.SourceCatalogObject.flux
           e_ref              e_min              e_max        ...  sqrt_ts  is_ul
            MeV                MeV                MeV         ...                
     ------------------ ------------------ ------------------ ... --------- -----
-     70.71067811865478  49.99999999999999 100.00000000000004 ... 3.1173775 False
-    173.20508075688775 100.00000000000004 299.99999999999994 ... 25.332525 False
-      547.722557505166 299.99999999999994  999.9999999999998 ...  97.62258 False
-    1732.0508075688763  999.9999999999998 2999.9999999999977 ... 141.84529 False
-     5477.225575051666 2999.9999999999977  10000.00000000001 ... 135.62503 False
-     17320.50807568877  10000.00000000001 30000.000000000007 ... 97.068245 False
-    54772.255750516626 30000.000000000007 100000.00000000001 ...  62.05227 False
-     316227.7660168382 100000.00000000001  999999.9999999995 ... 31.402712 False
+     70.71067811865471  49.99999999999999  99.99999999999994 ... 3.1173775 False
+     173.2050807568876  99.99999999999994 299.99999999999994 ... 25.332525 False
+     547.7225575051659 299.99999999999994  999.9999999999999 ...  97.62258 False
+    1732.0508075688763  999.9999999999999 2999.9999999999977 ... 141.84529 False
+     5477.225575051656 2999.9999999999977   9999.99999999999 ... 135.62503 False
+    17320.508075688766   9999.99999999999  30000.00000000001 ... 97.068245 False
+    54772.255750516626  30000.00000000001 100000.00000000003 ...  62.05227 False
+    316227.76601683814 100000.00000000003  999999.9999999995 ... 31.402712 False
 
 
 
@@ -1785,11 +1785,6 @@ can learn about them using `help()`
 
 
 
-.. rst-class:: sphx-glr-timing
-
-   **Total running time of the script:** ( 0 minutes  10.106 seconds)
-
-
 .. _sphx_glr_download_tutorials_api_catalog.py:
 
 .. only:: html
diff --git a/docs/dev/_sources/tutorials/api/datasets.rst.txt b/docs/dev/_sources/tutorials/api/datasets.rst.txt
index 101571a3421..7634c73c106 100644
--- a/docs/dev/_sources/tutorials/api/datasets.rst.txt
+++ b/docs/dev/_sources/tutorials/api/datasets.rst.txt
@@ -103,7 +103,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev694+gc0f028911 
+            version                : 1.2.dev705+g675ede9a3 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -297,7 +297,7 @@ To see the geometry of each map, we can use:
 
  .. code-block:: none
 
-    {'geom': , 'geom_exposure': , 'geom_psf': , 'geom_edisp': }
+    {'geom': , 'geom_exposure': , 'geom_psf': , 'geom_edisp': }
 
 
 
@@ -791,7 +791,7 @@ have the same `~gammapy.maps.Map.geom` as the `~gammapy.datasets.MapDataset.coun
 
 
 .. image-sg:: /tutorials/api/images/sphx_glr_datasets_007.png
-   :alt: Energy 100 GeV - 158 GeV, Energy 158 GeV - 251 GeV, Energy 251 GeV - 398 GeV, Energy 398 GeV - 631 GeV, Energy 631 GeV - 1.00 TeV, Energy 1.00 TeV - 1.58 TeV, Energy 1.58 TeV - 2.51 TeV, Energy 2.51 TeV - 3.98 TeV, Energy 3.98 TeV - 6.31 TeV, Energy 6.31 TeV - 10.0 TeV
+   :alt: Energy 100 GeV - 158 GeV, Energy 158 GeV - 251 GeV, Energy 251 GeV - 398 GeV, Energy 398 GeV - 631 GeV, Energy 631 GeV - 1.00 TeV, Energy 1.00 TeV - 1.58 TeV, Energy 1.58 TeV - 2.51 TeV, Energy 2.51 TeV - 3.98 TeV, Energy 3.98 TeV - 6.31 TeV, Energy 6.31 TeV - 10.00 TeV
    :srcset: /tutorials/api/images/sphx_glr_datasets_007.png
    :class: sphx-glr-single-img
 
@@ -826,7 +826,7 @@ In addition it is possible to define a custom `~gammapy.datasets.MapDataset.mask
 
 
 .. image-sg:: /tutorials/api/images/sphx_glr_datasets_008.png
-   :alt: Energy 100 GeV - 158 GeV, Energy 158 GeV - 251 GeV, Energy 251 GeV - 398 GeV, Energy 398 GeV - 631 GeV, Energy 631 GeV - 1.00 TeV, Energy 1.00 TeV - 1.58 TeV, Energy 1.58 TeV - 2.51 TeV, Energy 2.51 TeV - 3.98 TeV, Energy 3.98 TeV - 6.31 TeV, Energy 6.31 TeV - 10.0 TeV
+   :alt: Energy 100 GeV - 158 GeV, Energy 158 GeV - 251 GeV, Energy 251 GeV - 398 GeV, Energy 398 GeV - 631 GeV, Energy 631 GeV - 1.00 TeV, Energy 1.00 TeV - 1.58 TeV, Energy 1.58 TeV - 2.51 TeV, Energy 2.51 TeV - 3.98 TeV, Energy 3.98 TeV - 6.31 TeV, Energy 6.31 TeV - 10.00 TeV
    :srcset: /tutorials/api/images/sphx_glr_datasets_008.png
    :class: sphx-glr-single-img
 
@@ -1020,7 +1020,7 @@ And the same down-sampling process is possible along the energy axis:
 
 
 .. image-sg:: /tutorials/api/images/sphx_glr_datasets_014.png
-   :alt: Energy 100 GeV - 1.00 TeV, Energy 1.00 TeV - 10.0 TeV
+   :alt: Energy 100 GeV - 1.00 TeV, Energy 1.00 TeV - 10.00 TeV
    :srcset: /tutorials/api/images/sphx_glr_datasets_014.png
    :class: sphx-glr-single-img
 
@@ -1152,7 +1152,7 @@ energy binning using:
 
 
 .. image-sg:: /tutorials/api/images/sphx_glr_datasets_015.png
-   :alt: Energy 100 GeV - 251 GeV, Energy 251 GeV - 1.00 TeV, Energy 1.00 TeV - 2.51 TeV, Energy 2.51 TeV - 10.0 TeV
+   :alt: Energy 100 GeV - 251 GeV, Energy 251 GeV - 1.00 TeV, Energy 1.00 TeV - 2.51 TeV, Energy 2.51 TeV - 10.00 TeV
    :srcset: /tutorials/api/images/sphx_glr_datasets_015.png
    :class: sphx-glr-single-img
 
@@ -1818,7 +1818,7 @@ Or slice all datasets by a given energy range:
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  24.470 seconds)
+   **Total running time of the script:** ( 0 minutes  15.922 seconds)
 
 
 .. _sphx_glr_download_tutorials_api_datasets.py:
diff --git a/docs/dev/_sources/tutorials/api/fitting.rst.txt b/docs/dev/_sources/tutorials/api/fitting.rst.txt
index 4201929e0ad..b02f21df972 100644
--- a/docs/dev/_sources/tutorials/api/fitting.rst.txt
+++ b/docs/dev/_sources/tutorials/api/fitting.rst.txt
@@ -107,7 +107,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev694+gc0f028911 
+            version                : 1.2.dev705+g675ede9a3 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -466,7 +466,7 @@ to check the convergence
     │                                Migrad                                   │
     ├──────────────────────────────────┬──────────────────────────────────────┤
     │ FCN = 30.35                      │              Nfcn = 37               │
-    │ EDM = 3.42e-08 (Goal: 2e-06)     │            time = 0.1 sec            │
+    │ EDM = 3.42e-08 (Goal: 2e-06)     │                                      │
     ├──────────────────────────────────┼──────────────────────────────────────┤
     │          Valid Minimum           │   Below EDM threshold (goal x 10)    │
     ├──────────────────────────────────┼──────────────────────────────────────┤
@@ -516,28 +516,28 @@ properly
 
         total_stat     crab.spectral.amplitude ...  crab.spectral.beta
     ------------------ ----------------------- ... -------------------
-    30.349530550405035  3.8122425483643125e-11 ...  0.2264827111476982
-    30.349724940685938  3.8157971601581226e-11 ...  0.2264827111476982
-     30.34971209244579   3.808687936570502e-11 ...  0.2264827111476982
-     30.34953932636892   3.812951371538087e-11 ...  0.2264827111476982
-    30.349536723056637  3.8115337251905373e-11 ...  0.2264827111476982
-     30.35052105086856  3.8122425483643125e-11 ...  0.2264827111476982
-    30.350556388466543  3.8122425483643125e-11 ...  0.2264827111476982
-     30.34953910575007  3.8122425483643125e-11 ...  0.2264827111476982
-    30.349542158419318  3.8122425483643125e-11 ...  0.2264827111476982
-     30.35030398537787  3.8122425483643125e-11 ...  0.2278975306934438
+    30.349530550391602   3.812242557070182e-11 ... 0.22648271617458565
+    30.349724605711856  3.8157940469070564e-11 ... 0.22648271617458565
+    30.349711767330827   3.808691067233308e-11 ... 0.22648271617458565
+    30.349539326460118  3.8129513802456945e-11 ... 0.22648271617458565
+      30.3495367229388  3.8115337338946694e-11 ... 0.22648271617458565
+    30.350509499943833   3.812242557070182e-11 ... 0.22648271617458565
+    30.350544574975956   3.812242557070182e-11 ... 0.22648271617458565
+    30.349538997874497   3.812242557070182e-11 ... 0.22648271617458565
+    30.349542032624818   3.812242557070182e-11 ... 0.22648271617458565
+    30.350295698171635   3.812242557070182e-11 ...  0.2278900025370629
                    ...                     ... ...                 ...
-    30.349537804239922  3.8122169596532167e-11 ... 0.22662622801631419
-     30.34953807814367  3.8122169596532167e-11 ... 0.22635140877790516
-     30.34953077463306   3.812358724314062e-11 ... 0.22648881839710966
-     30.34953075819191   3.812075194992371e-11 ... 0.22648881839710966
-    30.349530807529028  3.8122169596532167e-11 ... 0.22648881839710966
-    30.349530725254468  3.8122169596532167e-11 ... 0.22648881839710966
-     30.34953073943366  3.8122169596532167e-11 ...  0.2265163003209506
-     30.34953079334042  3.8122169596532167e-11 ... 0.22646133647326874
-    30.349535814693404  3.8129257829574434e-11 ... 0.22648881839710966
-    30.349537158300407  3.8129257829574434e-11 ... 0.22662622801631419
-    30.349559366703698  3.8122169596532167e-11 ... 0.22662622801631419
+    30.349537804307335  3.8122169660679106e-11 ...  0.2266262324806286
+     30.34953807805802  3.8122169660679106e-11 ... 0.22635141324224514
+     30.34953077464553  3.8123587307280255e-11 ... 0.22648882286143687
+    30.349530758161407  3.8120752014077956e-11 ... 0.22648882286143687
+     30.34953080752037  3.8122169660679106e-11 ... 0.22648882286143687
+    30.349530725245106  3.8122169660679106e-11 ... 0.22648882286143687
+     30.34953073943991  3.8122169660679106e-11 ...  0.2265163047852752
+    30.349530793316045  3.8122169660679106e-11 ...  0.2264613409375985
+    30.349535814793757   3.812925789368485e-11 ... 0.22648882286143687
+    30.349537158475616   3.812925789368485e-11 ...  0.2266262324806286
+    30.349559366772695  3.8122169660679106e-11 ...  0.2266262324806286
     Length = 37 rows
 
 
@@ -652,10 +652,10 @@ You can access it directly with:
 
  .. code-block:: none
 
-    [[ 1.25743553e-23  0.00000000e+00  4.54676837e-13 -1.17016482e-13]
+    [[ 1.25743552e-23  0.00000000e+00  4.54676840e-13 -1.17016488e-13]
      [ 0.00000000e+00  0.00000000e+00  0.00000000e+00  0.00000000e+00]
-     [ 4.54676837e-13  0.00000000e+00  6.89492144e-02 -3.31139074e-02]
-     [-1.17016482e-13  0.00000000e+00 -3.31139074e-02  1.95024543e-02]]
+     [ 4.54676840e-13  0.00000000e+00  6.89492164e-02 -3.31139089e-02]
+     [-1.17016488e-13  0.00000000e+00 -3.31139089e-02  1.95024553e-02]]
 
 
 
@@ -694,7 +694,7 @@ And you can plot the total parameter correlation as well:
 
  .. code-block:: none
 
-    0.2625818241224747
+    0.2625818280340766
 
 
 
@@ -1111,7 +1111,7 @@ in.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  20.716 seconds)
+   **Total running time of the script:** ( 0 minutes  13.744 seconds)
 
 
 .. _sphx_glr_download_tutorials_api_fitting.py:
diff --git a/docs/dev/_sources/tutorials/api/makers.rst.txt b/docs/dev/_sources/tutorials/api/makers.rst.txt
index 460b27efa47..d1adb90d7bb 100644
--- a/docs/dev/_sources/tutorials/api/makers.rst.txt
+++ b/docs/dev/_sources/tutorials/api/makers.rst.txt
@@ -97,7 +97,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev694+gc0f028911 
+            version                : 1.2.dev705+g675ede9a3 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -173,7 +173,7 @@ object. This is illustrated in the following example:
     MapDataset
     ----------
 
-      Name                            : 7jsi2qlT 
+      Name                            : 7M1jfGq6 
 
       Total counts                    : 0 
       Total background counts         : 0.00
@@ -344,7 +344,7 @@ observational data using the `~gammapy.makers.MapDatasetMaker`:
     MapDataset
     ----------
 
-      Name                            : s1k8otP1 
+      Name                            : 2RUGLJE1 
 
       Total counts                    : 2016 
       Total background counts         : 1866.72
@@ -596,7 +596,7 @@ dataset per observation is stacked into a larger map.
     MapDataset
     ----------
 
-      Name                            : TpIDJ6bw 
+      Name                            : 2COPpFct 
 
       Total counts                    : 7972 
       Total background counts         : 7555.42
@@ -671,30 +671,30 @@ allow to use multiple processes on run.
     Dataset 0: 
 
       Type       : MapDataset
-      Name       : oVdaO7P4
+      Name       : aDLubhVt
       Instrument : HESS
-      Models     : ['oVdaO7P4-bkg']
+      Models     : ['aDLubhVt-bkg']
 
     Dataset 1: 
 
       Type       : MapDataset
-      Name       : 28z3q4A3
+      Name       : ienm2MwO
       Instrument : HESS
-      Models     : ['28z3q4A3-bkg']
+      Models     : ['ienm2MwO-bkg']
 
     Dataset 2: 
 
       Type       : MapDataset
-      Name       : nW0Ui0bS
+      Name       : 4ajb7hsa
       Instrument : HESS
-      Models     : ['nW0Ui0bS-bkg']
+      Models     : ['4ajb7hsa-bkg']
 
     Dataset 3: 
 
       Type       : MapDataset
-      Name       : ssPciTck
+      Name       : Bl9mKiAq
       Instrument : HESS
-      Models     : ['ssPciTck-bkg']
+      Models     : ['Bl9mKiAq-bkg']
 
 
 
@@ -799,7 +799,7 @@ Here is an example of data reduction loop to create
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  27.932 seconds)
+   **Total running time of the script:** ( 0 minutes  20.768 seconds)
 
 
 .. _sphx_glr_download_tutorials_api_makers.py:
diff --git a/docs/dev/_sources/tutorials/api/maps.rst.txt b/docs/dev/_sources/tutorials/api/maps.rst.txt
index 407cc018b13..28e8fa651f6 100644
--- a/docs/dev/_sources/tutorials/api/maps.rst.txt
+++ b/docs/dev/_sources/tutorials/api/maps.rst.txt
@@ -120,7 +120,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev694+gc0f028911 
+            version                : 1.2.dev705+g675ede9a3 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -1047,27 +1047,27 @@ show the information:
     CHANNEL       ENERGY             E_MIN        ... TIME TIME_MIN TIME_MAX
                    TeV                TeV         ...  h      h        h    
     ------- ------------------ ------------------ ... ---- -------- --------
-          0  1.778279410038923                1.0 ...  0.5      0.0      1.0
-          1  5.623413251903492 3.1622776601683795 ...  0.5      0.0      1.0
-          2  17.78279410038923 10.000000000000002 ...  0.5      0.0      1.0
-          3 56.234132519034915  31.62277660168379 ...  0.5      0.0      1.0
-          4  1.778279410038923                1.0 ...  1.5      1.0      2.0
-          5  5.623413251903492 3.1622776601683795 ...  1.5      1.0      2.0
-          6  17.78279410038923 10.000000000000002 ...  1.5      1.0      2.0
-          7 56.234132519034915  31.62277660168379 ...  1.5      1.0      2.0
-          8  1.778279410038923                1.0 ...  2.5      2.0      3.0
-          9  5.623413251903492 3.1622776601683795 ...  2.5      2.0      3.0
+          0 1.7782794100389228                1.0 ...  0.5      0.0      1.0
+          1   5.62341325190349  3.162277660168379 ...  0.5      0.0      1.0
+          2  17.78279410038922  9.999999999999998 ...  0.5      0.0      1.0
+          3 56.234132519034866 31.622776601683793 ...  0.5      0.0      1.0
+          4 1.7782794100389228                1.0 ...  1.5      1.0      2.0
+          5   5.62341325190349  3.162277660168379 ...  1.5      1.0      2.0
+          6  17.78279410038922  9.999999999999998 ...  1.5      1.0      2.0
+          7 56.234132519034866 31.622776601683793 ...  1.5      1.0      2.0
+          8 1.7782794100389228                1.0 ...  2.5      2.0      3.0
+          9   5.62341325190349  3.162277660168379 ...  2.5      2.0      3.0
         ...                ...                ... ...  ...      ...      ...
-         86  17.78279410038923 10.000000000000002 ... 21.5     21.0     22.0
-         87 56.234132519034915  31.62277660168379 ... 21.5     21.0     22.0
-         88  1.778279410038923                1.0 ... 22.5     22.0     23.0
-         89  5.623413251903492 3.1622776601683795 ... 22.5     22.0     23.0
-         90  17.78279410038923 10.000000000000002 ... 22.5     22.0     23.0
-         91 56.234132519034915  31.62277660168379 ... 22.5     22.0     23.0
-         92  1.778279410038923                1.0 ... 23.5     23.0     24.0
-         93  5.623413251903492 3.1622776601683795 ... 23.5     23.0     24.0
-         94  17.78279410038923 10.000000000000002 ... 23.5     23.0     24.0
-         95 56.234132519034915  31.62277660168379 ... 23.5     23.0     24.0
+         86  17.78279410038922  9.999999999999998 ... 21.5     21.0     22.0
+         87 56.234132519034866 31.622776601683793 ... 21.5     21.0     22.0
+         88 1.7782794100389228                1.0 ... 22.5     22.0     23.0
+         89   5.62341325190349  3.162277660168379 ... 22.5     22.0     23.0
+         90  17.78279410038922  9.999999999999998 ... 22.5     22.0     23.0
+         91 56.234132519034866 31.622776601683793 ... 22.5     22.0     23.0
+         92 1.7782794100389228                1.0 ... 23.5     23.0     24.0
+         93   5.62341325190349  3.162277660168379 ... 23.5     23.0     24.0
+         94  17.78279410038922  9.999999999999998 ... 23.5     23.0     24.0
+         95 56.234132519034866 31.622776601683793 ... 23.5     23.0     24.0
     Length = 96 rows
 
 
@@ -2153,7 +2153,7 @@ are not the same, we can make them consistent using the `vmin` and
 
 
 .. image-sg:: /tutorials/api/images/sphx_glr_maps_005.png
-   :alt: Energy 10.0 GeV - 15.6 GeV, Energy 15.6 GeV - 24.2 GeV, Energy 24.2 GeV - 37.6 GeV, Energy 37.6 GeV - 58.5 GeV, Energy 58.5 GeV - 90.9 GeV, Energy 90.9 GeV - 141 GeV, Energy 141 GeV - 220 GeV, Energy 220 GeV - 342 GeV, Energy 342 GeV - 532 GeV, Energy 532 GeV - 827 GeV, Energy 827 GeV - 1.29 TeV, Energy 1.29 TeV - 2.00 TeV
+   :alt: Energy 10.00 GeV - 15.6 GeV, Energy 15.6 GeV - 24.2 GeV, Energy 24.2 GeV - 37.6 GeV, Energy 37.6 GeV - 58.5 GeV, Energy 58.5 GeV - 90.9 GeV, Energy 90.9 GeV - 141 GeV, Energy 141 GeV - 220 GeV, Energy 220 GeV - 342 GeV, Energy 342 GeV - 532 GeV, Energy 532 GeV - 827 GeV, Energy 827 GeV - 1.29 TeV, Energy 1.29 TeV - 2.00 TeV
    :srcset: /tutorials/api/images/sphx_glr_maps_005.png
    :class: sphx-glr-single-img
 
diff --git a/docs/dev/_sources/tutorials/api/mask_maps.rst.txt b/docs/dev/_sources/tutorials/api/mask_maps.rst.txt
index e07e95f08a6..efdb3507c58 100644
--- a/docs/dev/_sources/tutorials/api/mask_maps.rst.txt
+++ b/docs/dev/_sources/tutorials/api/mask_maps.rst.txt
@@ -161,7 +161,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev694+gc0f028911 
+            version                : 1.2.dev705+g675ede9a3 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -250,7 +250,7 @@ a `mask_fit` it is equal to the safe energy range.
 
  .. code-block:: none
 
-    Fit range : (, )
+    Fit range : (, )
 
 
 
@@ -307,7 +307,7 @@ edges closest to requested range provide the actual fit range.
 
  .. code-block:: none
 
-    Fit range : (, )
+    Fit range : (, )
 
 
 
diff --git a/docs/dev/_sources/tutorials/api/model_management.rst.txt b/docs/dev/_sources/tutorials/api/model_management.rst.txt
index 4355ae732fd..6810d26310d 100644
--- a/docs/dev/_sources/tutorials/api/model_management.rst.txt
+++ b/docs/dev/_sources/tutorials/api/model_management.rst.txt
@@ -134,7 +134,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev694+gc0f028911 
+            version                : 1.2.dev705+g675ede9a3 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -1565,11 +1565,6 @@ associated models, ie, with yaml and fits files. eg:
 
 
 
-.. rst-class:: sphx-glr-timing
-
-   **Total running time of the script:** ( 0 minutes  15.560 seconds)
-
-
 .. _sphx_glr_download_tutorials_api_model_management.py:
 
 .. only:: html
diff --git a/docs/dev/_sources/tutorials/api/models.rst.txt b/docs/dev/_sources/tutorials/api/models.rst.txt
index 9625aa6f232..c5d036a58e1 100644
--- a/docs/dev/_sources/tutorials/api/models.rst.txt
+++ b/docs/dev/_sources/tutorials/api/models.rst.txt
@@ -95,7 +95,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev694+gc0f028911 
+            version                : 1.2.dev705+g675ede9a3 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -339,7 +339,7 @@ energy flux in a given energy range:
  .. code-block:: none
 
     2.108034597491956e-12 1 / (cm2 s)
-    4.982075849517389e-12 TeV / (cm2 s)
+    4.982075849517391e-12 TeV / (cm2 s)
 
 
 
@@ -1209,7 +1209,7 @@ generated:
 
  .. code-block:: none
 
-    AYoHvjz3
+    kdRCbvzJ
 
 
 
@@ -1403,7 +1403,7 @@ existing FITS file:
 
     SkyModel
 
-      Name                      : NwL7UH2w
+      Name                      : FWI4kcNV
       Datasets names            : None
       Spectral model type       : PowerLawNormSpectralModel
       Spatial  model type       : TemplateSpatialModel
@@ -1539,7 +1539,7 @@ multiple model components, Gammapy has a `Models` class:
 
     Component 1: SkyModel
 
-      Name                      : NwL7UH2w
+      Name                      : FWI4kcNV
       Datasets names            : None
       Spectral model type       : PowerLawNormSpectralModel
       Spatial  model type       : TemplateSpatialModel
@@ -1623,7 +1623,7 @@ To see which models are available you can use the ``.names`` attribute:
 
  .. code-block:: none
 
-    ['my-source', 'NwL7UH2w']
+    ['my-source', 'FWI4kcNV']
 
 
 
@@ -1723,7 +1723,7 @@ format:
                 value: 2.0
                 unit: d
             scale: utc
-    -   name: NwL7UH2w
+    -   name: FWI4kcNV
         type: SkyModel
         spectral:
             type: PowerLawNormSpectralModel
@@ -1860,8 +1860,8 @@ amplitudes:
 
  .. code-block:: none
 
-    Parameter(name='index', value=2.3, factor=2.3, scale=1.0, unit=Unit(dimensionless), min=1.0, max=5.0, frozen=False, id=0x7f659bd22940)
-    Parameter(name='index', value=2.3, factor=2.3, scale=1.0, unit=Unit(dimensionless), min=1.0, max=5.0, frozen=False, id=0x7f659bd22940)
+    Parameter(name='index', value=2.3, factor=2.3, scale=1.0, unit=Unit(dimensionless), min=1.0, max=5.0, frozen=False, id=0x7f40b26a55e0)
+    Parameter(name='index', value=2.3, factor=2.3, scale=1.0, unit=Unit(dimensionless), min=1.0, max=5.0, frozen=False, id=0x7f40b26a55e0)
 
 
 
@@ -1900,7 +1900,7 @@ In the YAML files the shared parameter is flagged by the additional
                 value: 2.3
                 min: 1.0
                 max: 5.0
-                link: index@aUMPA7Oz
+                link: index@VJNb1bVd
             -   name: amplitude
                 value: 2.7e-12
                 unit: cm-2 s-1 TeV-1
@@ -1916,7 +1916,7 @@ In the YAML files the shared parameter is flagged by the additional
                 value: 2.3
                 min: 1.0
                 max: 5.0
-                link: index@aUMPA7Oz
+                link: index@VJNb1bVd
             -   name: amplitude
                 value: 1.0e-12
                 unit: cm-2 s-1 TeV-1
@@ -2049,7 +2049,7 @@ This model can now be used as any other spectral model in Gammapy:
     spectral reference 1.0000e+00            TeV ... nan   True   False     
     spectral      mean 3.0000e+00            TeV ... nan  False   False     
     spectral     width 1.0000e-01            TeV ... nan   True   False     
-    1.1442739329466746e-12 1 / (cm2 s)
+    1.1442739329466718e-12 1 / (cm2 s)
 
 
 
@@ -2238,7 +2238,7 @@ To visualise it, we evaluate it on a 3D geom.
 
 
 .. image-sg:: /tutorials/api/images/sphx_glr_models_009.png
-   :alt: Energy_true 100 GeV - 464 GeV, Energy_true 464 GeV - 2.15 TeV, Energy_true 2.15 TeV - 10.0 TeV
+   :alt: Energy_true 100 GeV - 464 GeV, Energy_true 464 GeV - 2.15 TeV, Energy_true 2.15 TeV - 10.00 TeV
    :srcset: /tutorials/api/images/sphx_glr_models_009.png
    :class: sphx-glr-single-img
 
diff --git a/docs/dev/_sources/tutorials/api/sg_execution_times.rst.txt b/docs/dev/_sources/tutorials/api/sg_execution_times.rst.txt
index ad1cdb5d636..899a6f0e3ce 100644
--- a/docs/dev/_sources/tutorials/api/sg_execution_times.rst.txt
+++ b/docs/dev/_sources/tutorials/api/sg_execution_times.rst.txt
@@ -6,24 +6,24 @@
 
 Computation times
 =================
-**02:49.139** total execution time for **tutorials_api** files:
+**01:45.188** total execution time for **tutorials_api** files:
 
 +-------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_api_astro_dark_matter.py` (``astro_dark_matter.py``) | 00:57.958 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_api_astro_dark_matter.py` (``astro_dark_matter.py``) | 00:28.669 | 0.0 MB |
 +-------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_api_makers.py` (``makers.py``)                       | 00:27.932 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_api_makers.py` (``makers.py``)                       | 00:20.768 | 0.0 MB |
 +-------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_api_datasets.py` (``datasets.py``)                   | 00:24.470 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_api_datasets.py` (``datasets.py``)                   | 00:15.922 | 0.0 MB |
 +-------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_api_fitting.py` (``fitting.py``)                     | 00:20.716 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_api_fitting.py` (``fitting.py``)                     | 00:13.744 | 0.0 MB |
 +-------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_api_model_management.py` (``model_management.py``)   | 00:15.560 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_api_model_management.py` (``model_management.py``)   | 00:09.823 | 0.0 MB |
 +-------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_api_catalog.py` (``catalog.py``)                     | 00:10.106 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_api_catalog.py` (``catalog.py``)                     | 00:07.475 | 0.0 MB |
 +-------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_api_models.py` (``models.py``)                       | 00:04.801 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_api_models.py` (``models.py``)                       | 00:03.233 | 0.0 MB |
 +-------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_api_maps.py` (``maps.py``)                           | 00:04.286 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_api_maps.py` (``maps.py``)                           | 00:03.072 | 0.0 MB |
 +-------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_api_mask_maps.py` (``mask_maps.py``)                 | 00:03.311 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_api_mask_maps.py` (``mask_maps.py``)                 | 00:02.481 | 0.0 MB |
 +-------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/dev/_sources/tutorials/data/cta.rst.txt b/docs/dev/_sources/tutorials/data/cta.rst.txt
index 5eb1940d7d6..ec9dd0defc5 100644
--- a/docs/dev/_sources/tutorials/data/cta.rst.txt
+++ b/docs/dev/_sources/tutorials/data/cta.rst.txt
@@ -131,7 +131,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev694+gc0f028911 
+            version                : 1.2.dev705+g675ede9a3 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -523,7 +523,7 @@ Notes:
 
     /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/astropy/units/core.py:2097: UnitsWarning: '1/s/MeV/sr' did not parse as fits unit: Numeric factor not supported by FITS If this is meant to be a custom unit, define it with 'u.def_unit'. To have it recognized inside a file reader or other code, enable it with 'u.add_enabled_units'. For details, see https://docs.astropy.org/en/latest/units/combining_and_defining.html
       warnings.warn(msg, UnitsWarning)
-    {'aeff': , 'psf': , 'edisp': , 'bkg': }
+    {'aeff': , 'psf': , 'edisp': , 'bkg': }
 
 
 
diff --git a/docs/dev/_sources/tutorials/data/fermi_lat.rst.txt b/docs/dev/_sources/tutorials/data/fermi_lat.rst.txt
index a138f25fb8c..69a5f8f36ff 100644
--- a/docs/dev/_sources/tutorials/data/fermi_lat.rst.txt
+++ b/docs/dev/_sources/tutorials/data/fermi_lat.rst.txt
@@ -140,7 +140,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev694+gc0f028911 
+            version                : 1.2.dev705+g675ede9a3 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -1107,11 +1107,6 @@ welcome!
 
 
 
-.. rst-class:: sphx-glr-timing
-
-   **Total running time of the script:** ( 0 minutes  11.857 seconds)
-
-
 .. _sphx_glr_download_tutorials_data_fermi_lat.py:
 
 .. only:: html
diff --git a/docs/dev/_sources/tutorials/data/hawc.rst.txt b/docs/dev/_sources/tutorials/data/hawc.rst.txt
index 54498b2d8f0..5f6efe04af1 100644
--- a/docs/dev/_sources/tutorials/data/hawc.rst.txt
+++ b/docs/dev/_sources/tutorials/data/hawc.rst.txt
@@ -111,7 +111,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev694+gc0f028911 
+            version                : 1.2.dev705+g675ede9a3 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -573,7 +573,7 @@ And make significance maps to check that the Crab is visible
 
 
 .. image-sg:: /tutorials/data/images/sphx_glr_hawc_007.png
-   :alt: Energy 1.00 TeV - 1.78 TeV, Energy 1.78 TeV - 3.16 TeV, Energy 3.16 TeV - 5.62 TeV, Energy 5.62 TeV - 10.0 TeV, Energy 10.0 TeV - 17.8 TeV, Energy 17.8 TeV - 31.6 TeV, Energy 31.6 TeV - 56.2 TeV, Energy 56.2 TeV - 100 TeV, Energy 100 TeV - 177 TeV, Energy 177 TeV - 316 TeV
+   :alt: Energy 1.00 TeV - 1.78 TeV, Energy 1.78 TeV - 3.16 TeV, Energy 3.16 TeV - 5.62 TeV, Energy 5.62 TeV - 10.00 TeV, Energy 10.00 TeV - 17.8 TeV, Energy 17.8 TeV - 31.6 TeV, Energy 31.6 TeV - 56.2 TeV, Energy 56.2 TeV - 100.0 TeV, Energy 100.0 TeV - 177 TeV, Energy 177 TeV - 316 TeV
    :srcset: /tutorials/data/images/sphx_glr_hawc_007.png
    :class: sphx-glr-single-img
 
@@ -631,11 +631,6 @@ can be used from this step.
 
 
 
-.. rst-class:: sphx-glr-timing
-
-   **Total running time of the script:** ( 0 minutes  13.023 seconds)
-
-
 .. _sphx_glr_download_tutorials_data_hawc.py:
 
 .. only:: html
diff --git a/docs/dev/_sources/tutorials/data/hess.rst.txt b/docs/dev/_sources/tutorials/data/hess.rst.txt
index 81b2a7f02c6..2e520efd06d 100644
--- a/docs/dev/_sources/tutorials/data/hess.rst.txt
+++ b/docs/dev/_sources/tutorials/data/hess.rst.txt
@@ -112,7 +112,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev694+gc0f028911 
+            version                : 1.2.dev705+g675ede9a3 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -511,11 +511,6 @@ that provides DL3 data and IRFs in the standard format.
 
 
 
-.. rst-class:: sphx-glr-timing
-
-   **Total running time of the script:** ( 0 minutes  12.988 seconds)
-
-
 .. _sphx_glr_download_tutorials_data_hess.py:
 
 .. only:: html
diff --git a/docs/dev/_sources/tutorials/data/sg_execution_times.rst.txt b/docs/dev/_sources/tutorials/data/sg_execution_times.rst.txt
index c3e3ce01f5e..0112d5ae14e 100644
--- a/docs/dev/_sources/tutorials/data/sg_execution_times.rst.txt
+++ b/docs/dev/_sources/tutorials/data/sg_execution_times.rst.txt
@@ -6,14 +6,14 @@
 
 Computation times
 =================
-**00:47.347** total execution time for **tutorials_data** files:
+**00:33.337** total execution time for **tutorials_data** files:
 
 +----------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_data_hawc.py` (``hawc.py``)           | 00:13.023 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_data_hawc.py` (``hawc.py``)           | 00:09.415 | 0.0 MB |
 +----------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_data_hess.py` (``hess.py``)           | 00:12.988 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_data_hess.py` (``hess.py``)           | 00:09.166 | 0.0 MB |
 +----------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_data_fermi_lat.py` (``fermi_lat.py``) | 00:11.857 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_data_fermi_lat.py` (``fermi_lat.py``) | 00:08.464 | 0.0 MB |
 +----------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_data_cta.py` (``cta.py``)             | 00:09.479 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_data_cta.py` (``cta.py``)             | 00:06.292 | 0.0 MB |
 +----------------------------------------------------------------+-----------+--------+
diff --git a/docs/dev/_sources/tutorials/scripts/sg_execution_times.rst.txt b/docs/dev/_sources/tutorials/scripts/sg_execution_times.rst.txt
index 6d92361ef1c..ce81229b847 100644
--- a/docs/dev/_sources/tutorials/scripts/sg_execution_times.rst.txt
+++ b/docs/dev/_sources/tutorials/scripts/sg_execution_times.rst.txt
@@ -6,8 +6,8 @@
 
 Computation times
 =================
-**00:05.688** total execution time for **tutorials_scripts** files:
+**00:04.337** total execution time for **tutorials_scripts** files:
 
 +---------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_scripts_survey_map.py` (``survey_map.py``) | 00:05.688 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_scripts_survey_map.py` (``survey_map.py``) | 00:04.337 | 0.0 MB |
 +---------------------------------------------------------------------+-----------+--------+
diff --git a/docs/dev/_sources/tutorials/starting/analysis_1.rst.txt b/docs/dev/_sources/tutorials/starting/analysis_1.rst.txt
index f512d5690d9..77d57e407b8 100644
--- a/docs/dev/_sources/tutorials/starting/analysis_1.rst.txt
+++ b/docs/dev/_sources/tutorials/starting/analysis_1.rst.txt
@@ -138,7 +138,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev694+gc0f028911 
+            version                : 1.2.dev705+g675ede9a3 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -751,7 +751,7 @@ the dataset and can be printed and plotted:
 
  .. code-block:: none
 
-    
    
    interactive(children=(SelectionSlider(continuous_update=False, description='Select energy:', layout=Layout(width='50%'), options=('1.00 TeV - 1.26 TeV', '1.26 TeV - 1.58 TeV', '1.58 TeV - 2.00 TeV', '2.00 TeV - 2.51 TeV', '2.51 TeV - 3.16 TeV', '3.16 TeV - 3.98 TeV', '3.98 TeV - 5.01 TeV', '5.01 TeV - 6.31 TeV', '6.31 TeV - 7.94 TeV', '7.94 TeV - 10.0 TeV'), style=SliderStyle(description_width='initial'), value='1.00 TeV - 1.26 TeV'), RadioButtons(description='Select stretch:', index=1, options=('linear', 'sqrt', 'log'), style=DescriptionStyle(description_width='initial'), value='sqrt'), Output()), _dom_classes=('widget-interact',))
+    
    
    interactive(children=(SelectionSlider(continuous_update=False, description='Select energy:', layout=Layout(width='50%'), options=('1.00 TeV - 1.26 TeV', '1.26 TeV - 1.58 TeV', '1.58 TeV - 2.00 TeV', '2.00 TeV - 2.51 TeV', '2.51 TeV - 3.16 TeV', '3.16 TeV - 3.98 TeV', '3.98 TeV - 5.01 TeV', '5.01 TeV - 6.31 TeV', '6.31 TeV - 7.94 TeV', '7.94 TeV - 10.00 TeV'), style=SliderStyle(description_width='initial'), value='1.00 TeV - 1.26 TeV'), RadioButtons(description='Select stretch:', index=1, options=('linear', 'sqrt', 'log'), style=DescriptionStyle(description_width='initial'), value='sqrt'), Output()), _dom_classes=('widget-interact',))
 
 
 
@@ -971,8 +971,8 @@ Finally we run the fit:
             method     : migrad
             success    : True
             message    : Optimization terminated successfully.
-            nfev       : 267
-            total stat : 19991.99
+            nfev       : 274
+            total stat : 20773.81
 
     CovarianceResult
 
@@ -987,8 +987,8 @@ Finally we run the fit:
             method     : migrad
             success    : True
             message    : Optimization terminated successfully.
-            nfev       : 267
-            total stat : 19991.99
+            nfev       : 274
+            total stat : 20773.81
 
     CovarianceResult
 
@@ -1033,12 +1033,12 @@ This is how we can write the model back to file again:
             type: PowerLawSpectralModel
             parameters:
             -   name: index
-                value: 2.5562162866385005
-                error: 0.10315654975535558
+                value: 2.5877389609190686
+                error: 0.09556172276812099
             -   name: amplitude
-                value: 4.550357796336784e-11
+                value: 4.6084948499481184e-11
                 unit: cm-2 s-1 TeV-1
-                error: 3.733236446794972e-12
+                error: 3.669683212080196e-12
             -   name: reference
                 value: 1.0
                 unit: TeV
@@ -1047,13 +1047,13 @@ This is how we can write the model back to file again:
             frame: icrs
             parameters:
             -   name: lon_0
-                value: 83.61982240026126
+                value: 83.61908431421709
                 unit: deg
-                error: 0.0031424098815442214
+                error: 0.0031110206218145225
             -   name: lat_0
-                value: 22.02455110944809
+                value: 22.024628798327996
                 unit: deg
-                error: 0.0029596535180933703
+                error: 0.0029341113294473137
     -   type: FoVBackgroundModel
         datasets_names:
         - stacked
@@ -1061,8 +1061,8 @@ This is how we can write the model back to file again:
             type: PowerLawNormSpectralModel
             parameters:
             -   name: norm
-                value: 0.986465640409177
-                error: 0.023473092113020427
+                value: 0.9911758618199482
+                error: 0.023215484957265727
             -   name: tilt
                 value: 0.0
             -   name: reference
@@ -1132,11 +1132,11 @@ Flux points
           e_ref                 dnde          ...      sqrt_ts      
            TeV            1 / (cm2 s TeV)     ...                   
     ------------------ ---------------------- ... ------------------
-    1.2589254117941673 2.3566087545160015e-11 ... 24.265126582499175
-    1.9952623149688797  8.856748140841908e-12 ... 22.402062227124972
-    3.1622776601683795 2.4889106248443096e-12 ...  16.76716352007966
-     5.011872336272724    6.1515109448095e-13 ... 11.905981572787919
-     7.943282347242818 2.4384552917645254e-13 ...  8.294084430469225
+    1.2589254117941668  2.350322521621511e-11 ... 24.229120671186884
+     1.995262314968879  8.814591444609662e-12 ...  22.36603887987846
+     3.162277660168379  2.474344368824498e-12 ... 16.731448421861675
+     5.011872336272723  6.121462719873792e-13 ... 11.903495158788706
+     7.943282347242814 2.0870035528602665e-13 ...  9.820827770975622
 
 
 
@@ -1213,7 +1213,7 @@ You can see how to perform a 1D spectral analysis of the same data in
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  34.492 seconds)
+   **Total running time of the script:** ( 0 minutes  25.000 seconds)
 
 
 .. _sphx_glr_download_tutorials_starting_analysis_1.py:
diff --git a/docs/dev/_sources/tutorials/starting/analysis_2.rst.txt b/docs/dev/_sources/tutorials/starting/analysis_2.rst.txt
index 95fd8da9954..6d512ed7546 100644
--- a/docs/dev/_sources/tutorials/starting/analysis_2.rst.txt
+++ b/docs/dev/_sources/tutorials/starting/analysis_2.rst.txt
@@ -155,7 +155,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev694+gc0f028911 
+            version                : 1.2.dev705+g675ede9a3 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
@@ -626,7 +626,7 @@ parameter error calculation.
             method     : migrad
             success    : True
             message    : Optimization terminated successfully.
-            nfev       : 142
+            nfev       : 140
             total stat : 16240.97
 
     CovarianceResult
@@ -665,7 +665,7 @@ The fitted parameters are visible from the
          model         type      name     value    ...    max    frozen is_norm link
     ---------------- -------- --------- ---------- ... --------- ------ ------- ----
                 crab spectral     index 2.6000e+00 ...       nan  False   False     
-                crab spectral amplitude 4.5911e-11 ...       nan  False    True     
+                crab spectral amplitude 4.5908e-11 ...       nan  False    True     
                 crab spectral reference 1.0000e+00 ...       nan   True   False     
                 crab  spatial     lon_0 8.3619e+01 ...       nan  False   False     
                 crab  spatial     lat_0 2.2024e+01 ... 9.000e+01  False   False     
@@ -798,7 +798,7 @@ can plot interactively:
 
  .. code-block:: none
 
-    
    
    interactive(children=(SelectionSlider(continuous_update=False, description='Select energy:', layout=Layout(width='50%'), options=('1.00 TeV - 1.78 TeV', '1.78 TeV - 3.16 TeV', '3.16 TeV - 5.62 TeV', '5.62 TeV - 10.0 TeV'), style=SliderStyle(description_width='initial'), value='1.00 TeV - 1.78 TeV'), RadioButtons(description='Select stretch:', options=('linear', 'sqrt', 'log'), style=DescriptionStyle(description_width='initial'), value='linear'), Output()), _dom_classes=('widget-interact',))
+    
    
    interactive(children=(SelectionSlider(continuous_update=False, description='Select energy:', layout=Layout(width='50%'), options=('1.00 TeV - 1.78 TeV', '1.78 TeV - 3.16 TeV', '3.16 TeV - 5.62 TeV', '5.62 TeV - 10.00 TeV'), style=SliderStyle(description_width='initial'), value='1.00 TeV - 1.78 TeV'), RadioButtons(description='Select stretch:', options=('linear', 'sqrt', 'log'), style=DescriptionStyle(description_width='initial'), value='linear'), Output()), _dom_classes=('widget-interact',))
 
 
 
@@ -914,7 +914,7 @@ name.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  17.133 seconds)
+   **Total running time of the script:** ( 0 minutes  12.356 seconds)
 
 
 .. _sphx_glr_download_tutorials_starting_analysis_2.py:
diff --git a/docs/dev/_sources/tutorials/starting/overview.rst.txt b/docs/dev/_sources/tutorials/starting/overview.rst.txt
index 18f92e88431..7b5c08e0e41 100644
--- a/docs/dev/_sources/tutorials/starting/overview.rst.txt
+++ b/docs/dev/_sources/tutorials/starting/overview.rst.txt
@@ -137,7 +137,7 @@ Check setup
 
     Gammapy package:
 
-            version                : 1.2.dev694+gc0f028911 
+            version                : 1.2.dev705+g675ede9a3 
             path                   : /home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy 
 
 
diff --git a/docs/dev/_sources/tutorials/starting/sg_execution_times.rst.txt b/docs/dev/_sources/tutorials/starting/sg_execution_times.rst.txt
index a020a7ebb65..526c80bef5f 100644
--- a/docs/dev/_sources/tutorials/starting/sg_execution_times.rst.txt
+++ b/docs/dev/_sources/tutorials/starting/sg_execution_times.rst.txt
@@ -6,12 +6,12 @@
 
 Computation times
 =================
-**00:53.845** total execution time for **tutorials_starting** files:
+**00:38.864** total execution time for **tutorials_starting** files:
 
 +----------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_starting_analysis_1.py` (``analysis_1.py``) | 00:34.492 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_starting_analysis_1.py` (``analysis_1.py``) | 00:25.000 | 0.0 MB |
 +----------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_starting_analysis_2.py` (``analysis_2.py``) | 00:17.133 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_starting_analysis_2.py` (``analysis_2.py``) | 00:12.356 | 0.0 MB |
 +----------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_tutorials_starting_overview.py` (``overview.py``)     | 00:02.219 | 0.0 MB |
+| :ref:`sphx_glr_tutorials_starting_overview.py` (``overview.py``)     | 00:01.508 | 0.0 MB |
 +----------------------------------------------------------------------+-----------+--------+
diff --git a/docs/dev/_sources/user-guide/model-gallery/spatial/sg_execution_times.rst.txt b/docs/dev/_sources/user-guide/model-gallery/spatial/sg_execution_times.rst.txt
index b8342fff182..4c02cad01dc 100644
--- a/docs/dev/_sources/user-guide/model-gallery/spatial/sg_execution_times.rst.txt
+++ b/docs/dev/_sources/user-guide/model-gallery/spatial/sg_execution_times.rst.txt
@@ -6,24 +6,24 @@
 
 Computation times
 =================
-**00:02.944** total execution time for **user-guide_model-gallery_spatial** files:
+**00:02.064** total execution time for **user-guide_model-gallery_spatial** files:
 
 +----------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_constant.py` (``plot_constant.py``)                             | 00:00.509 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_constant.py` (``plot_constant.py``)                             | 00:00.352 | 0.0 MB |
 +----------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_disk.py` (``plot_disk.py``)                                     | 00:00.440 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_disk.py` (``plot_disk.py``)                                     | 00:00.311 | 0.0 MB |
 +----------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_template.py` (``plot_template.py``)                             | 00:00.342 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_template.py` (``plot_template.py``)                             | 00:00.236 | 0.0 MB |
 +----------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_gen_gauss.py` (``plot_gen_gauss.py``)                           | 00:00.325 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_gen_gauss.py` (``plot_gen_gauss.py``)                           | 00:00.231 | 0.0 MB |
 +----------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_point.py` (``plot_point.py``)                                   | 00:00.310 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_gauss.py` (``plot_gauss.py``)                                   | 00:00.220 | 0.0 MB |
 +----------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_gauss.py` (``plot_gauss.py``)                                   | 00:00.303 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_point.py` (``plot_point.py``)                                   | 00:00.208 | 0.0 MB |
 +----------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_shell.py` (``plot_shell.py``)                                   | 00:00.292 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_shell.py` (``plot_shell.py``)                                   | 00:00.195 | 0.0 MB |
 +----------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_shell2.py` (``plot_shell2.py``)                                 | 00:00.262 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_shell2.py` (``plot_shell2.py``)                                 | 00:00.187 | 0.0 MB |
 +----------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_piecewise_norm_spatial.py` (``plot_piecewise_norm_spatial.py``) | 00:00.163 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spatial_plot_piecewise_norm_spatial.py` (``plot_piecewise_norm_spatial.py``) | 00:00.123 | 0.0 MB |
 +----------------------------------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/dev/_sources/user-guide/model-gallery/spectral/sg_execution_times.rst.txt b/docs/dev/_sources/user-guide/model-gallery/spectral/sg_execution_times.rst.txt
index d0fdf779077..03fdef059b0 100644
--- a/docs/dev/_sources/user-guide/model-gallery/spectral/sg_execution_times.rst.txt
+++ b/docs/dev/_sources/user-guide/model-gallery/spectral/sg_execution_times.rst.txt
@@ -6,46 +6,46 @@
 
 Computation times
 =================
-**00:09.774** total execution time for **user-guide_model-gallery_spectral** files:
+**00:06.451** total execution time for **user-guide_model-gallery_spectral** files:
 
 +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_absorbed.py` (``plot_absorbed.py``)                                                     | 00:01.464 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_absorbed.py` (``plot_absorbed.py``)                                                     | 00:01.005 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_naima.py` (``plot_naima.py``)                                                           | 00:00.752 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_naima.py` (``plot_naima.py``)                                                           | 00:00.445 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_powerlaw2.py` (``plot_powerlaw2.py``)                                                   | 00:00.605 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_powerlaw2.py` (``plot_powerlaw2.py``)                                                   | 00:00.371 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_broken_powerlaw.py` (``plot_broken_powerlaw.py``)                                       | 00:00.569 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_broken_powerlaw.py` (``plot_broken_powerlaw.py``)                                       | 00:00.368 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_smooth_broken_powerlaw.py` (``plot_smooth_broken_powerlaw.py``)                         | 00:00.564 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_smooth_broken_powerlaw.py` (``plot_smooth_broken_powerlaw.py``)                         | 00:00.368 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_powerlaw.py` (``plot_powerlaw.py``)                                                     | 00:00.534 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_compound.py` (``plot_compound.py``)                                                     | 00:00.366 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_compound.py` (``plot_compound.py``)                                                     | 00:00.530 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_powerlaw.py` (``plot_powerlaw.py``)                                                     | 00:00.363 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_powerlaw_norm_spectral.py` (``plot_powerlaw_norm_spectral.py``)                         | 00:00.487 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_powerlaw_norm_spectral.py` (``plot_powerlaw_norm_spectral.py``)                         | 00:00.305 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_logparabola_norm_spectral.py` (``plot_logparabola_norm_spectral.py``)                   | 00:00.469 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_logparabola_norm_spectral.py` (``plot_logparabola_norm_spectral.py``)                   | 00:00.303 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_constant_spectral.py` (``plot_constant_spectral.py``)                                   | 00:00.413 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_constant_spectral.py` (``plot_constant_spectral.py``)                                   | 00:00.260 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_gauss_spectral.py` (``plot_gauss_spectral.py``)                                         | 00:00.357 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_piecewise_norm_spectral.py` (``plot_piecewise_norm_spectral.py``)                       | 00:00.249 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_exp_cutoff_powerlaw_norm_spectral.py` (``plot_exp_cutoff_powerlaw_norm_spectral.py``)   | 00:00.353 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_exp_cutoff_powerlaw_norm_spectral.py` (``plot_exp_cutoff_powerlaw_norm_spectral.py``)   | 00:00.238 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_super_exp_cutoff_powerlaw_4fgl_dr1.py` (``plot_super_exp_cutoff_powerlaw_4fgl_dr1.py``) | 00:00.352 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_super_exp_cutoff_powerlaw_4fgl_dr1.py` (``plot_super_exp_cutoff_powerlaw_4fgl_dr1.py``) | 00:00.238 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_logparabola.py` (``plot_logparabola.py``)                                               | 00:00.351 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_super_exp_cutoff_powerlaw_4fgl.py` (``plot_super_exp_cutoff_powerlaw_4fgl.py``)         | 00:00.236 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_piecewise_norm_spectral.py` (``plot_piecewise_norm_spectral.py``)                       | 00:00.351 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_super_exp_cutoff_powerlaw_3fgl.py` (``plot_super_exp_cutoff_powerlaw_3fgl.py``)         | 00:00.236 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_super_exp_cutoff_powerlaw_3fgl.py` (``plot_super_exp_cutoff_powerlaw_3fgl.py``)         | 00:00.342 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_gauss_spectral.py` (``plot_gauss_spectral.py``)                                         | 00:00.234 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_super_exp_cutoff_powerlaw_4fgl.py` (``plot_super_exp_cutoff_powerlaw_4fgl.py``)         | 00:00.335 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_logparabola.py` (``plot_logparabola.py``)                                               | 00:00.220 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_exp_cutoff_powerlaw_3fgl.py` (``plot_exp_cutoff_powerlaw_3fgl.py``)                     | 00:00.323 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_exp_cutoff_powerlaw.py` (``plot_exp_cutoff_powerlaw.py``)                               | 00:00.218 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_exp_cutoff_powerlaw.py` (``plot_exp_cutoff_powerlaw.py``)                               | 00:00.323 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_exp_cutoff_powerlaw_3fgl.py` (``plot_exp_cutoff_powerlaw_3fgl.py``)                     | 00:00.216 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_template_spectral.py` (``plot_template_spectral.py``)                                   | 00:00.302 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_spectral_plot_template_spectral.py` (``plot_template_spectral.py``)                                   | 00:00.212 | 0.0 MB |
 +-----------------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/dev/_sources/user-guide/model-gallery/temporal/plot_linear_temporal.rst.txt b/docs/dev/_sources/user-guide/model-gallery/temporal/plot_linear_temporal.rst.txt
index 87f2acca7ba..b3387cd83c3 100644
--- a/docs/dev/_sources/user-guide/model-gallery/temporal/plot_linear_temporal.rst.txt
+++ b/docs/dev/_sources/user-guide/model-gallery/temporal/plot_linear_temporal.rst.txt
@@ -117,7 +117,7 @@ Here is an example YAML file using the model:
                 value: 0.5
                 unit: d-1
             -   name: t_ref
-                value: 60234.48125616579
+                value: 60234.50209659291
                 unit: d
             scale: utc
 
diff --git a/docs/dev/_sources/user-guide/model-gallery/temporal/plot_powerlaw_temporal.rst.txt b/docs/dev/_sources/user-guide/model-gallery/temporal/plot_powerlaw_temporal.rst.txt
index 68692210ea4..7f1ba7b5b76 100644
--- a/docs/dev/_sources/user-guide/model-gallery/temporal/plot_powerlaw_temporal.rst.txt
+++ b/docs/dev/_sources/user-guide/model-gallery/temporal/plot_powerlaw_temporal.rst.txt
@@ -113,7 +113,7 @@ Here is an example YAML file using the model:
             -   name: alpha
                 value: -2.0
             -   name: t_ref
-                value: 60234.48126004863
+                value: 60234.502099392324
                 unit: d
             -   name: t0
                 value: 1.0
diff --git a/docs/dev/_sources/user-guide/model-gallery/temporal/plot_sine_temporal.rst.txt b/docs/dev/_sources/user-guide/model-gallery/temporal/plot_sine_temporal.rst.txt
index 4a206ed735a..2fb42d88a76 100644
--- a/docs/dev/_sources/user-guide/model-gallery/temporal/plot_sine_temporal.rst.txt
+++ b/docs/dev/_sources/user-guide/model-gallery/temporal/plot_sine_temporal.rst.txt
@@ -119,7 +119,7 @@ Here is an example YAML file using the model:
                 value: 0.7853981633974483
                 unit: d-1 rad
             -   name: t_ref
-                value: 60234.48126571563
+                value: 60234.502103253915
                 unit: d
             scale: utc
 
diff --git a/docs/dev/_sources/user-guide/model-gallery/temporal/sg_execution_times.rst.txt b/docs/dev/_sources/user-guide/model-gallery/temporal/sg_execution_times.rst.txt
index 664010ae18e..2d3ba699e2e 100644
--- a/docs/dev/_sources/user-guide/model-gallery/temporal/sg_execution_times.rst.txt
+++ b/docs/dev/_sources/user-guide/model-gallery/temporal/sg_execution_times.rst.txt
@@ -6,24 +6,24 @@
 
 Computation times
 =================
-**00:02.221** total execution time for **user-guide_model-gallery_temporal** files:
+**00:01.573** total execution time for **user-guide_model-gallery_temporal** files:
 
 +-------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_constant_temporal.py` (``plot_constant_temporal.py``)                         | 00:00.719 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_constant_temporal.py` (``plot_constant_temporal.py``)                         | 00:00.528 | 0.0 MB |
 +-------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_powerlaw_temporal.py` (``plot_powerlaw_temporal.py``)                         | 00:00.302 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_powerlaw_temporal.py` (``plot_powerlaw_temporal.py``)                         | 00:00.199 | 0.0 MB |
 +-------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_template_temporal.py` (``plot_template_temporal.py``)                         | 00:00.192 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_template_phase_temporal.py` (``plot_template_phase_temporal.py``)             | 00:00.135 | 0.0 MB |
 +-------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_template_phase_temporal.py` (``plot_template_phase_temporal.py``)             | 00:00.186 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_template_temporal.py` (``plot_template_temporal.py``)                         | 00:00.131 | 0.0 MB |
 +-------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_expdecay_temporal.py` (``plot_expdecay_temporal.py``)                         | 00:00.169 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_generalized_gaussian_temporal.py` (``plot_generalized_gaussian_temporal.py``) | 00:00.119 | 0.0 MB |
 +-------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_generalized_gaussian_temporal.py` (``plot_generalized_gaussian_temporal.py``) | 00:00.168 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_sine_temporal.py` (``plot_sine_temporal.py``)                                 | 00:00.118 | 0.0 MB |
 +-------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_sine_temporal.py` (``plot_sine_temporal.py``)                                 | 00:00.166 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_gaussian_temporal.py` (``plot_gaussian_temporal.py``)                         | 00:00.117 | 0.0 MB |
 +-------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_gaussian_temporal.py` (``plot_gaussian_temporal.py``)                         | 00:00.159 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_expdecay_temporal.py` (``plot_expdecay_temporal.py``)                         | 00:00.116 | 0.0 MB |
 +-------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_linear_temporal.py` (``plot_linear_temporal.py``)                             | 00:00.159 | 0.0 MB |
+| :ref:`sphx_glr_user-guide_model-gallery_temporal_plot_linear_temporal.py` (``plot_linear_temporal.py``)                             | 00:00.110 | 0.0 MB |
 +-------------------------------------------------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/docs/dev/api-reference/analysis.html b/docs/dev/api-reference/analysis.html
index f5405ff5be1..1ecdab2bd92 100644
--- a/docs/dev/api-reference/analysis.html
+++ b/docs/dev/api-reference/analysis.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api-reference/astro.html b/docs/dev/api-reference/astro.html
index 792d43afd0a..2c7c7cef161 100644
--- a/docs/dev/api-reference/astro.html
+++ b/docs/dev/api-reference/astro.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api-reference/catalog.html b/docs/dev/api-reference/catalog.html
index d88ef9016bd..6a2b9b12f4f 100644
--- a/docs/dev/api-reference/catalog.html
+++ b/docs/dev/api-reference/catalog.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
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index 3e17d3f1b3b..b1c39cbfefc 100644
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index d04a658b4e8..151d29f8886 100644
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index f241016daad..7dd683fec8e 100644
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index dc2b75f66e3..cd4031928e6 100644
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index e3433115a25..7da48fae4b8 100644
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index f6ca60505f5..3d81f64e6f1 100644
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index a0850730815..cdf9337d18f 100644
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diff --git a/docs/dev/api/gammapy.astro.population.CaseBattacharya1998.html b/docs/dev/api/gammapy.astro.population.CaseBattacharya1998.html
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diff --git a/docs/dev/api/gammapy.astro.population.FaucherKaspi2006.html b/docs/dev/api/gammapy.astro.population.FaucherKaspi2006.html
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diff --git a/docs/dev/api/gammapy.astro.population.FaucherKaspi2006VelocityBimodal.html b/docs/dev/api/gammapy.astro.population.FaucherKaspi2006VelocityBimodal.html
index df1bac1a334..eeff3be0c56 100644
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@@ -192,7 +192,7 @@
 
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diff --git a/docs/dev/api/gammapy.astro.population.FaucherKaspi2006VelocityMaxwellian.html b/docs/dev/api/gammapy.astro.population.FaucherKaspi2006VelocityMaxwellian.html
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diff --git a/docs/dev/api/gammapy.astro.population.FaucherSpiral.html b/docs/dev/api/gammapy.astro.population.FaucherSpiral.html
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@@ -191,7 +191,7 @@
 
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+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.astro.population.Paczynski1990.html b/docs/dev/api/gammapy.astro.population.Paczynski1990.html
index 630b4edf27a..0459716b314 100644
--- a/docs/dev/api/gammapy.astro.population.Paczynski1990.html
+++ b/docs/dev/api/gammapy.astro.population.Paczynski1990.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
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diff --git a/docs/dev/api/gammapy.astro.population.Paczynski1990Velocity.html b/docs/dev/api/gammapy.astro.population.Paczynski1990Velocity.html
index 3cc91e930e7..72c629f5a73 100644
--- a/docs/dev/api/gammapy.astro.population.Paczynski1990Velocity.html
+++ b/docs/dev/api/gammapy.astro.population.Paczynski1990Velocity.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.astro.population.ValleeSpiral.html b/docs/dev/api/gammapy.astro.population.ValleeSpiral.html
index cd390314f3b..4eba832fef5 100644
--- a/docs/dev/api/gammapy.astro.population.ValleeSpiral.html
+++ b/docs/dev/api/gammapy.astro.population.ValleeSpiral.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
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diff --git a/docs/dev/api/gammapy.astro.population.YusifovKucuk2004.html b/docs/dev/api/gammapy.astro.population.YusifovKucuk2004.html
index d505a80bc80..b59f7b05a3c 100644
--- a/docs/dev/api/gammapy.astro.population.YusifovKucuk2004.html
+++ b/docs/dev/api/gammapy.astro.population.YusifovKucuk2004.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.astro.population.YusifovKucuk2004B.html b/docs/dev/api/gammapy.astro.population.YusifovKucuk2004B.html
index 97e94de5a2a..d0bf4bb0562 100644
--- a/docs/dev/api/gammapy.astro.population.YusifovKucuk2004B.html
+++ b/docs/dev/api/gammapy.astro.population.YusifovKucuk2004B.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.astro.population.add_observed_parameters.html b/docs/dev/api/gammapy.astro.population.add_observed_parameters.html
index 73979adc6d2..606612a637e 100644
--- a/docs/dev/api/gammapy.astro.population.add_observed_parameters.html
+++ b/docs/dev/api/gammapy.astro.population.add_observed_parameters.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
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diff --git a/docs/dev/api/gammapy.astro.population.add_pulsar_parameters.html b/docs/dev/api/gammapy.astro.population.add_pulsar_parameters.html
index ccbf42ddec5..ff18b67d265 100644
--- a/docs/dev/api/gammapy.astro.population.add_pulsar_parameters.html
+++ b/docs/dev/api/gammapy.astro.population.add_pulsar_parameters.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
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diff --git a/docs/dev/api/gammapy.astro.population.add_pwn_parameters.html b/docs/dev/api/gammapy.astro.population.add_pwn_parameters.html
index a9668207eea..83e44241716 100644
--- a/docs/dev/api/gammapy.astro.population.add_pwn_parameters.html
+++ b/docs/dev/api/gammapy.astro.population.add_pwn_parameters.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.astro.population.add_snr_parameters.html b/docs/dev/api/gammapy.astro.population.add_snr_parameters.html
index 6d343adf4f2..98efc2a3db4 100644
--- a/docs/dev/api/gammapy.astro.population.add_snr_parameters.html
+++ b/docs/dev/api/gammapy.astro.population.add_snr_parameters.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.astro.population.make_base_catalog_galactic.html b/docs/dev/api/gammapy.astro.population.make_base_catalog_galactic.html
index 47810f19040..1d2691f7e97 100644
--- a/docs/dev/api/gammapy.astro.population.make_base_catalog_galactic.html
+++ b/docs/dev/api/gammapy.astro.population.make_base_catalog_galactic.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.astro.population.make_catalog_random_positions_cube.html b/docs/dev/api/gammapy.astro.population.make_catalog_random_positions_cube.html
index 97aa1e63e07..7683073f89f 100644
--- a/docs/dev/api/gammapy.astro.population.make_catalog_random_positions_cube.html
+++ b/docs/dev/api/gammapy.astro.population.make_catalog_random_positions_cube.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.astro.population.make_catalog_random_positions_sphere.html b/docs/dev/api/gammapy.astro.population.make_catalog_random_positions_sphere.html
index 465c4b974d8..de664be72ea 100644
--- a/docs/dev/api/gammapy.astro.population.make_catalog_random_positions_sphere.html
+++ b/docs/dev/api/gammapy.astro.population.make_catalog_random_positions_sphere.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.astro.population.radial_distributions.html b/docs/dev/api/gammapy.astro.population.radial_distributions.html
index 14626f54c34..49a536d0cc4 100644
--- a/docs/dev/api/gammapy.astro.population.radial_distributions.html
+++ b/docs/dev/api/gammapy.astro.population.radial_distributions.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
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diff --git a/docs/dev/api/gammapy.astro.population.velocity_distributions.html b/docs/dev/api/gammapy.astro.population.velocity_distributions.html
index ec402185cf4..bfbb431c7ca 100644
--- a/docs/dev/api/gammapy.astro.population.velocity_distributions.html
+++ b/docs/dev/api/gammapy.astro.population.velocity_distributions.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
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diff --git a/docs/dev/api/gammapy.astro.source.PWN.html b/docs/dev/api/gammapy.astro.source.PWN.html
index 04e2feac86c..e8de8717414 100644
--- a/docs/dev/api/gammapy.astro.source.PWN.html
+++ b/docs/dev/api/gammapy.astro.source.PWN.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.astro.source.Pulsar.html b/docs/dev/api/gammapy.astro.source.Pulsar.html
index 62f91fee47a..4de173000c8 100644
--- a/docs/dev/api/gammapy.astro.source.Pulsar.html
+++ b/docs/dev/api/gammapy.astro.source.Pulsar.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.astro.source.SNR.html b/docs/dev/api/gammapy.astro.source.SNR.html
index 85be7945399..2407f358f6a 100644
--- a/docs/dev/api/gammapy.astro.source.SNR.html
+++ b/docs/dev/api/gammapy.astro.source.SNR.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.astro.source.SNRTrueloveMcKee.html b/docs/dev/api/gammapy.astro.source.SNRTrueloveMcKee.html
index 3496df796b9..6d63ada1c84 100644
--- a/docs/dev/api/gammapy.astro.source.SNRTrueloveMcKee.html
+++ b/docs/dev/api/gammapy.astro.source.SNRTrueloveMcKee.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
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diff --git a/docs/dev/api/gammapy.astro.source.SimplePulsar.html b/docs/dev/api/gammapy.astro.source.SimplePulsar.html
index b5a86e58ce3..1e4afc98373 100644
--- a/docs/dev/api/gammapy.astro.source.SimplePulsar.html
+++ b/docs/dev/api/gammapy.astro.source.SimplePulsar.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.catalog.CATALOG_REGISTRY.html b/docs/dev/api/gammapy.catalog.CATALOG_REGISTRY.html
index a32a6353e46..a9ccfcc8533 100644
--- a/docs/dev/api/gammapy.catalog.CATALOG_REGISTRY.html
+++ b/docs/dev/api/gammapy.catalog.CATALOG_REGISTRY.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.catalog.SourceCatalog.html b/docs/dev/api/gammapy.catalog.SourceCatalog.html
index fd116d6e33f..de0c852f445 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalog.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalog.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.catalog.SourceCatalog1LHAASO.html b/docs/dev/api/gammapy.catalog.SourceCatalog1LHAASO.html
index b152441e702..fb4e9eeb614 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalog1LHAASO.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalog1LHAASO.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.catalog.SourceCatalog2FHL.html b/docs/dev/api/gammapy.catalog.SourceCatalog2FHL.html
index 3c6c61b52d2..f0968123c61 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalog2FHL.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalog2FHL.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.catalog.SourceCatalog2HWC.html b/docs/dev/api/gammapy.catalog.SourceCatalog2HWC.html
index c62af4e5465..aba9c8974b9 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalog2HWC.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalog2HWC.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.catalog.SourceCatalog3FGL.html b/docs/dev/api/gammapy.catalog.SourceCatalog3FGL.html
index 21cee0eb49f..75d8732096c 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalog3FGL.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalog3FGL.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.catalog.SourceCatalog3FHL.html b/docs/dev/api/gammapy.catalog.SourceCatalog3FHL.html
index 374ec29a9b6..30a223eb545 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalog3FHL.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalog3FHL.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.catalog.SourceCatalog3HWC.html b/docs/dev/api/gammapy.catalog.SourceCatalog3HWC.html
index 26068eb0f3f..bbdea579808 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalog3HWC.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalog3HWC.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.catalog.SourceCatalog4FGL.html b/docs/dev/api/gammapy.catalog.SourceCatalog4FGL.html
index 7d5a084ae9d..31890df4781 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalog4FGL.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalog4FGL.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.catalog.SourceCatalogGammaCat.html b/docs/dev/api/gammapy.catalog.SourceCatalogGammaCat.html
index 5a6fa477634..e0061a580ae 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalogGammaCat.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalogGammaCat.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.catalog.SourceCatalogHGPS.html b/docs/dev/api/gammapy.catalog.SourceCatalogHGPS.html
index 0cb51834c5a..efff77553fc 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalogHGPS.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalogHGPS.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.catalog.SourceCatalogLargeScaleHGPS.html b/docs/dev/api/gammapy.catalog.SourceCatalogLargeScaleHGPS.html
index 848f3cac7b4..401d557d3c0 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalogLargeScaleHGPS.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalogLargeScaleHGPS.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.catalog.SourceCatalogObject.html b/docs/dev/api/gammapy.catalog.SourceCatalogObject.html
index 8b43a668c0b..b75319b37f0 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalogObject.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalogObject.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.catalog.SourceCatalogObject1LHAASO.html b/docs/dev/api/gammapy.catalog.SourceCatalogObject1LHAASO.html
index 2189aaf1882..ab4b494e912 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalogObject1LHAASO.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalogObject1LHAASO.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.catalog.SourceCatalogObject2FHL.html b/docs/dev/api/gammapy.catalog.SourceCatalogObject2FHL.html
index e07d5b2e526..45e9238964b 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalogObject2FHL.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalogObject2FHL.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.catalog.SourceCatalogObject2HWC.html b/docs/dev/api/gammapy.catalog.SourceCatalogObject2HWC.html
index 7ada18a579c..7f7beced652 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalogObject2HWC.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalogObject2HWC.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.catalog.SourceCatalogObject3FGL.html b/docs/dev/api/gammapy.catalog.SourceCatalogObject3FGL.html
index 66e2a83f87f..bcff19b82fd 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalogObject3FGL.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalogObject3FGL.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.catalog.SourceCatalogObject3FHL.html b/docs/dev/api/gammapy.catalog.SourceCatalogObject3FHL.html
index 47f66816b09..3aebeabfd0f 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalogObject3FHL.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalogObject3FHL.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.catalog.SourceCatalogObject3HWC.html b/docs/dev/api/gammapy.catalog.SourceCatalogObject3HWC.html
index 0f9ced717bb..96067082ce6 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalogObject3HWC.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalogObject3HWC.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.catalog.SourceCatalogObject4FGL.html b/docs/dev/api/gammapy.catalog.SourceCatalogObject4FGL.html
index fec57fb4fe6..0f0f4596165 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalogObject4FGL.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalogObject4FGL.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.catalog.SourceCatalogObjectGammaCat.html b/docs/dev/api/gammapy.catalog.SourceCatalogObjectGammaCat.html
index 3148761b4ce..3e9f279ba33 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalogObjectGammaCat.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalogObjectGammaCat.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.catalog.SourceCatalogObjectHGPS.html b/docs/dev/api/gammapy.catalog.SourceCatalogObjectHGPS.html
index 06a10f44cf1..31f1f15032f 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalogObjectHGPS.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalogObjectHGPS.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.catalog.SourceCatalogObjectHGPSComponent.html b/docs/dev/api/gammapy.catalog.SourceCatalogObjectHGPSComponent.html
index eca20cd0dba..0614fc63bc2 100644
--- a/docs/dev/api/gammapy.catalog.SourceCatalogObjectHGPSComponent.html
+++ b/docs/dev/api/gammapy.catalog.SourceCatalogObjectHGPSComponent.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.data.DataStore.html b/docs/dev/api/gammapy.data.DataStore.html
index 77ef2e28baf..aa65c40648a 100644
--- a/docs/dev/api/gammapy.data.DataStore.html
+++ b/docs/dev/api/gammapy.data.DataStore.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.data.EventList.html b/docs/dev/api/gammapy.data.EventList.html
index 0c3adfa7e38..b75a3984257 100644
--- a/docs/dev/api/gammapy.data.EventList.html
+++ b/docs/dev/api/gammapy.data.EventList.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.data.FixedPointingInfo.html b/docs/dev/api/gammapy.data.FixedPointingInfo.html
index c22b36b3ccf..8e532a31733 100644
--- a/docs/dev/api/gammapy.data.FixedPointingInfo.html
+++ b/docs/dev/api/gammapy.data.FixedPointingInfo.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.data.GTI.html b/docs/dev/api/gammapy.data.GTI.html
index 01ec6098652..1b27305f183 100644
--- a/docs/dev/api/gammapy.data.GTI.html
+++ b/docs/dev/api/gammapy.data.GTI.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.data.HDUIndexTable.html b/docs/dev/api/gammapy.data.HDUIndexTable.html
index 6bae0c0f90f..5070c59de27 100644
--- a/docs/dev/api/gammapy.data.HDUIndexTable.html
+++ b/docs/dev/api/gammapy.data.HDUIndexTable.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.data.Observation.html b/docs/dev/api/gammapy.data.Observation.html
index a225d700627..d976c4e8049 100644
--- a/docs/dev/api/gammapy.data.Observation.html
+++ b/docs/dev/api/gammapy.data.Observation.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
@@ -1976,27 +1976,31 @@ 
Observation
 
Parameters

 

-
obs_idint
Observation id

+
obs_idint
Observation id.

 

-
obs_infodict
Observation info dict

+
obs_infodict
Observation info dict.

 

-
aeffEffectiveAreaTable2D
Effective area

+
aeffEffectiveAreaTable2D
Effective area.

 

-
edispEnergyDispersion2D
Energy dispersion

+
edispEnergyDispersion2D
Energy dispersion.

 

-
psfPSF3D
Point spread function

+
psfPSF3D
Point spread function.

 

-
bkgBackground3D
Background rate model

+
bkgBackground3D
Background rate model.

 

 
rad_max: `~gammapy.irf.RadMax2D`
Only for point-like IRFs: RAD_MAX table (energy dependent RAD_MAX)
 For a fixed RAD_MAX, create a RadMax2D with a single bin.

 

 
gtiGTI
Table with GTI start and stop time

 

-
eventsEventList
Event list

+
eventsEventList
Event list.

 

 
obs_filterObservationFilter
Observation filter.

 

+
pointingFixedPointingInfo
Pointing information.

+

+
locationEarthLocation
Earth location of the observatory.

+

 

 

 
@@ -2375,23 +2379,25 @@ 
Observation
 
Parameters

 

-
pointingFixedPointingInfo or SkyCoord
Pointing information

+
pointingFixedPointingInfo or SkyCoord
Pointing information.

+

+
locationEarthLocation
Earth location of the observatory.

 

-
obs_idint
Observation ID as identifier

+
obs_idint
Observation ID as identifier.

 

-
livetime~astropy.units.Quantity`
Livetime exposure of the simulated observation

+
livetime~astropy.units.Quantity`
Livetime exposure of the simulated observation.

 

 
tstart: `~astropy.time.Time` or `~astropy.units.Quantity`
Start time of observation as Time or duration
-relative to reference_time

+relative to reference_time.

 

 
tstop: `astropy.time.Time` or `~astropy.units.Quantity`
Stop time of observation as Time or duration
-relative to reference_time

+relative to reference_time.

 

-
irfs: dict
IRFs used for simulating the observation: bkg, aeff, psf, edisp, rad_max

+
irfs: dict
IRFs used for simulating the observation: bkg, aeff, psf, edisp, rad_max.

 

-
deadtime_fractionfloat, optional
Deadtime fraction, defaults to 0

+
deadtime_fractionfloat, optional
Deadtime fraction, defaults to 0.

 

-
reference_timeTime
the reference time to use in GTI definition

+
reference_timeTime
the reference time to use in GTI definition.

 

 

 

diff --git a/docs/dev/api/gammapy.data.ObservationFilter.html b/docs/dev/api/gammapy.data.ObservationFilter.html
index 64b50b3db32..17602f5b67c 100644
--- a/docs/dev/api/gammapy.data.ObservationFilter.html
+++ b/docs/dev/api/gammapy.data.ObservationFilter.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.data.ObservationTable.html b/docs/dev/api/gammapy.data.ObservationTable.html
index dd1628e3d27..e81931af072 100644
--- a/docs/dev/api/gammapy.data.ObservationTable.html
+++ b/docs/dev/api/gammapy.data.ObservationTable.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.data.Observations.html b/docs/dev/api/gammapy.data.Observations.html
index ba5f4b20b55..73b29f8d73d 100644
--- a/docs/dev/api/gammapy.data.Observations.html
+++ b/docs/dev/api/gammapy.data.Observations.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.data.PointingInfo.html b/docs/dev/api/gammapy.data.PointingInfo.html
index 7efa7b98c2c..6c56536ec73 100644
--- a/docs/dev/api/gammapy.data.PointingInfo.html
+++ b/docs/dev/api/gammapy.data.PointingInfo.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.data.PointingMode.html b/docs/dev/api/gammapy.data.PointingMode.html
index 0960595f839..dadf061f1d7 100644
--- a/docs/dev/api/gammapy.data.PointingMode.html
+++ b/docs/dev/api/gammapy.data.PointingMode.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.data.observatory_locations.html b/docs/dev/api/gammapy.data.observatory_locations.html
index 487f4765d22..7259407d83d 100644
--- a/docs/dev/api/gammapy.data.observatory_locations.html
+++ b/docs/dev/api/gammapy.data.observatory_locations.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.datasets.DATASET_REGISTRY.html b/docs/dev/api/gammapy.datasets.DATASET_REGISTRY.html
index 0ee2d0c476d..e14f239b186 100644
--- a/docs/dev/api/gammapy.datasets.DATASET_REGISTRY.html
+++ b/docs/dev/api/gammapy.datasets.DATASET_REGISTRY.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.datasets.Dataset.html b/docs/dev/api/gammapy.datasets.Dataset.html
index 88895a0d626..c12e3ffef4c 100644
--- a/docs/dev/api/gammapy.datasets.Dataset.html
+++ b/docs/dev/api/gammapy.datasets.Dataset.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.datasets.Datasets.html b/docs/dev/api/gammapy.datasets.Datasets.html
index 8a266f7b5e4..534717eb43a 100644
--- a/docs/dev/api/gammapy.datasets.Datasets.html
+++ b/docs/dev/api/gammapy.datasets.Datasets.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.datasets.FluxPointsDataset.html b/docs/dev/api/gammapy.datasets.FluxPointsDataset.html
index d78a01db1b4..036d560f201 100644
--- a/docs/dev/api/gammapy.datasets.FluxPointsDataset.html
+++ b/docs/dev/api/gammapy.datasets.FluxPointsDataset.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.datasets.MapDataset.html b/docs/dev/api/gammapy.datasets.MapDataset.html
index 60f87f9f747..b78226be670 100644
--- a/docs/dev/api/gammapy.datasets.MapDataset.html
+++ b/docs/dev/api/gammapy.datasets.MapDataset.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.datasets.MapDatasetEventSampler.html b/docs/dev/api/gammapy.datasets.MapDatasetEventSampler.html
index 4f5c84f338b..966fa5ed8f0 100644
--- a/docs/dev/api/gammapy.datasets.MapDatasetEventSampler.html
+++ b/docs/dev/api/gammapy.datasets.MapDatasetEventSampler.html
@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.datasets.MapDatasetOnOff.html b/docs/dev/api/gammapy.datasets.MapDatasetOnOff.html
index 159694adfb8..54b83857707 100644
--- a/docs/dev/api/gammapy.datasets.MapDatasetOnOff.html
+++ b/docs/dev/api/gammapy.datasets.MapDatasetOnOff.html
@@ -192,7 +192,7 @@
 
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diff --git a/docs/dev/api/gammapy.datasets.OGIPDatasetReader.html b/docs/dev/api/gammapy.datasets.OGIPDatasetReader.html
index 6a6460815a1..1c9ece48a32 100644
--- a/docs/dev/api/gammapy.datasets.OGIPDatasetReader.html
+++ b/docs/dev/api/gammapy.datasets.OGIPDatasetReader.html
@@ -191,7 +191,7 @@
 
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             // replace dropdown button text with the preferred display name of
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diff --git a/docs/dev/api/gammapy.datasets.OGIPDatasetWriter.html b/docs/dev/api/gammapy.datasets.OGIPDatasetWriter.html
index 8b830de63f8..eac896bc97c 100644
--- a/docs/dev/api/gammapy.datasets.OGIPDatasetWriter.html
+++ b/docs/dev/api/gammapy.datasets.OGIPDatasetWriter.html
@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.datasets.SpectrumDataset.html b/docs/dev/api/gammapy.datasets.SpectrumDataset.html
index c1d78e85400..1c61230edd0 100644
--- a/docs/dev/api/gammapy.datasets.SpectrumDataset.html
+++ b/docs/dev/api/gammapy.datasets.SpectrumDataset.html
@@ -192,7 +192,7 @@
 
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diff --git a/docs/dev/api/gammapy.datasets.SpectrumDatasetOnOff.html b/docs/dev/api/gammapy.datasets.SpectrumDatasetOnOff.html
index 93634d01648..de9b74ed81d 100644
--- a/docs/dev/api/gammapy.datasets.SpectrumDatasetOnOff.html
+++ b/docs/dev/api/gammapy.datasets.SpectrumDatasetOnOff.html
@@ -192,7 +192,7 @@
 
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diff --git a/docs/dev/api/gammapy.datasets.create_map_dataset_geoms.html b/docs/dev/api/gammapy.datasets.create_map_dataset_geoms.html
index ea97f278526..fc3bd152fd5 100644
--- a/docs/dev/api/gammapy.datasets.create_map_dataset_geoms.html
+++ b/docs/dev/api/gammapy.datasets.create_map_dataset_geoms.html
@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.estimators.ASmoothMapEstimator.html b/docs/dev/api/gammapy.estimators.ASmoothMapEstimator.html
index af667e6d422..84e67eb7e2b 100644
--- a/docs/dev/api/gammapy.estimators.ASmoothMapEstimator.html
+++ b/docs/dev/api/gammapy.estimators.ASmoothMapEstimator.html
@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.estimators.ESTIMATOR_REGISTRY.html b/docs/dev/api/gammapy.estimators.ESTIMATOR_REGISTRY.html
index 3c1a6410556..c4bf73dfa55 100644
--- a/docs/dev/api/gammapy.estimators.ESTIMATOR_REGISTRY.html
+++ b/docs/dev/api/gammapy.estimators.ESTIMATOR_REGISTRY.html
@@ -191,7 +191,7 @@
 
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+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
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diff --git a/docs/dev/api/gammapy.estimators.Estimator.html b/docs/dev/api/gammapy.estimators.Estimator.html
index abaff4eadbd..627da03e0d5 100644
--- a/docs/dev/api/gammapy.estimators.Estimator.html
+++ b/docs/dev/api/gammapy.estimators.Estimator.html
@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.estimators.ExcessMapEstimator.html b/docs/dev/api/gammapy.estimators.ExcessMapEstimator.html
index 98f0d6a4e55..b89a7edff93 100644
--- a/docs/dev/api/gammapy.estimators.ExcessMapEstimator.html
+++ b/docs/dev/api/gammapy.estimators.ExcessMapEstimator.html
@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.estimators.FluxMaps.html b/docs/dev/api/gammapy.estimators.FluxMaps.html
index 093e0c8628e..f08fd056614 100644
--- a/docs/dev/api/gammapy.estimators.FluxMaps.html
+++ b/docs/dev/api/gammapy.estimators.FluxMaps.html
@@ -192,7 +192,7 @@
 
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diff --git a/docs/dev/api/gammapy.estimators.FluxPoints.html b/docs/dev/api/gammapy.estimators.FluxPoints.html
index 9d0c2305df6..563c0a96538 100644
--- a/docs/dev/api/gammapy.estimators.FluxPoints.html
+++ b/docs/dev/api/gammapy.estimators.FluxPoints.html
@@ -192,7 +192,7 @@
 
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diff --git a/docs/dev/api/gammapy.estimators.FluxPointsEstimator.html b/docs/dev/api/gammapy.estimators.FluxPointsEstimator.html
index c54da30fd82..deb4c6c99ea 100644
--- a/docs/dev/api/gammapy.estimators.FluxPointsEstimator.html
+++ b/docs/dev/api/gammapy.estimators.FluxPointsEstimator.html
@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.estimators.FluxProfileEstimator.html b/docs/dev/api/gammapy.estimators.FluxProfileEstimator.html
index 9e483f677ee..8380057bb99 100644
--- a/docs/dev/api/gammapy.estimators.FluxProfileEstimator.html
+++ b/docs/dev/api/gammapy.estimators.FluxProfileEstimator.html
@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.estimators.ImageProfile.html b/docs/dev/api/gammapy.estimators.ImageProfile.html
index 8811c01d815..e0fcf3cd2da 100644
--- a/docs/dev/api/gammapy.estimators.ImageProfile.html
+++ b/docs/dev/api/gammapy.estimators.ImageProfile.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
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diff --git a/docs/dev/api/gammapy.estimators.ImageProfileEstimator.html b/docs/dev/api/gammapy.estimators.ImageProfileEstimator.html
index 2875f2bfae2..84fb922d3bb 100644
--- a/docs/dev/api/gammapy.estimators.ImageProfileEstimator.html
+++ b/docs/dev/api/gammapy.estimators.ImageProfileEstimator.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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diff --git a/docs/dev/api/gammapy.estimators.LightCurveEstimator.html b/docs/dev/api/gammapy.estimators.LightCurveEstimator.html
index f4376105e57..9707d250aa5 100644
--- a/docs/dev/api/gammapy.estimators.LightCurveEstimator.html
+++ b/docs/dev/api/gammapy.estimators.LightCurveEstimator.html
@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.estimators.SensitivityEstimator.html b/docs/dev/api/gammapy.estimators.SensitivityEstimator.html
index 6a715ebc1e2..7f451931969 100644
--- a/docs/dev/api/gammapy.estimators.SensitivityEstimator.html
+++ b/docs/dev/api/gammapy.estimators.SensitivityEstimator.html
@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.estimators.TSMapEstimator.html b/docs/dev/api/gammapy.estimators.TSMapEstimator.html
index 4eda0e71ca6..f4e61caa7e7 100644
--- a/docs/dev/api/gammapy.estimators.TSMapEstimator.html
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@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
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             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.estimators.utils.compute_lightcurve_fpp.html b/docs/dev/api/gammapy.estimators.utils.compute_lightcurve_fpp.html
index 3b50304aed7..66c79c991f0 100644
--- a/docs/dev/api/gammapy.estimators.utils.compute_lightcurve_fpp.html
+++ b/docs/dev/api/gammapy.estimators.utils.compute_lightcurve_fpp.html
@@ -191,7 +191,7 @@
 
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             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.estimators.utils.compute_lightcurve_fvar.html b/docs/dev/api/gammapy.estimators.utils.compute_lightcurve_fvar.html
index d95167bc2a7..2ecaf630edd 100644
--- a/docs/dev/api/gammapy.estimators.utils.compute_lightcurve_fvar.html
+++ b/docs/dev/api/gammapy.estimators.utils.compute_lightcurve_fvar.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.estimators.utils.estimate_exposure_reco_energy.html b/docs/dev/api/gammapy.estimators.utils.estimate_exposure_reco_energy.html
index f1b57d4f875..ec422e233cb 100644
--- a/docs/dev/api/gammapy.estimators.utils.estimate_exposure_reco_energy.html
+++ b/docs/dev/api/gammapy.estimators.utils.estimate_exposure_reco_energy.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.estimators.utils.find_peaks.html b/docs/dev/api/gammapy.estimators.utils.find_peaks.html
index 26cd19dfd64..4d0b72d9dcd 100644
--- a/docs/dev/api/gammapy.estimators.utils.find_peaks.html
+++ b/docs/dev/api/gammapy.estimators.utils.find_peaks.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.estimators.utils.find_peaks_in_flux_map.html b/docs/dev/api/gammapy.estimators.utils.find_peaks_in_flux_map.html
index 416b199ff66..b60ce4dc766 100644
--- a/docs/dev/api/gammapy.estimators.utils.find_peaks_in_flux_map.html
+++ b/docs/dev/api/gammapy.estimators.utils.find_peaks_in_flux_map.html
@@ -191,7 +191,7 @@
 
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             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.estimators.utils.resample_energy_edges.html b/docs/dev/api/gammapy.estimators.utils.resample_energy_edges.html
index 705742f2aec..4a58034976d 100644
--- a/docs/dev/api/gammapy.estimators.utils.resample_energy_edges.html
+++ b/docs/dev/api/gammapy.estimators.utils.resample_energy_edges.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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diff --git a/docs/dev/api/gammapy.irf.Background2D.html b/docs/dev/api/gammapy.irf.Background2D.html
index 5f342551af9..a75f9ecd3ce 100644
--- a/docs/dev/api/gammapy.irf.Background2D.html
+++ b/docs/dev/api/gammapy.irf.Background2D.html
@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.irf.Background3D.html b/docs/dev/api/gammapy.irf.Background3D.html
index b7bd7377a46..29cfc13bbbd 100644
--- a/docs/dev/api/gammapy.irf.Background3D.html
+++ b/docs/dev/api/gammapy.irf.Background3D.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.irf.EDispKernel.html b/docs/dev/api/gammapy.irf.EDispKernel.html
index a3746b3628e..5712f1793ac 100644
--- a/docs/dev/api/gammapy.irf.EDispKernel.html
+++ b/docs/dev/api/gammapy.irf.EDispKernel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
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diff --git a/docs/dev/api/gammapy.irf.EDispKernelMap.html b/docs/dev/api/gammapy.irf.EDispKernelMap.html
index 06f865680b6..9865b7096af 100644
--- a/docs/dev/api/gammapy.irf.EDispKernelMap.html
+++ b/docs/dev/api/gammapy.irf.EDispKernelMap.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
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diff --git a/docs/dev/api/gammapy.irf.EDispMap.html b/docs/dev/api/gammapy.irf.EDispMap.html
index 40350ac0a2d..6eb2971fdda 100644
--- a/docs/dev/api/gammapy.irf.EDispMap.html
+++ b/docs/dev/api/gammapy.irf.EDispMap.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.irf.EffectiveAreaTable2D.html b/docs/dev/api/gammapy.irf.EffectiveAreaTable2D.html
index dfd9a650abf..f9d8070f268 100644
--- a/docs/dev/api/gammapy.irf.EffectiveAreaTable2D.html
+++ b/docs/dev/api/gammapy.irf.EffectiveAreaTable2D.html
@@ -192,7 +192,7 @@
 
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             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.irf.EnergyDependentMultiGaussPSF.html b/docs/dev/api/gammapy.irf.EnergyDependentMultiGaussPSF.html
index 625171246fc..d235056854c 100644
--- a/docs/dev/api/gammapy.irf.EnergyDependentMultiGaussPSF.html
+++ b/docs/dev/api/gammapy.irf.EnergyDependentMultiGaussPSF.html
@@ -191,7 +191,7 @@
 
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             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.irf.EnergyDispersion2D.html b/docs/dev/api/gammapy.irf.EnergyDispersion2D.html
index 29aae600adb..f0df4ca2147 100644
--- a/docs/dev/api/gammapy.irf.EnergyDispersion2D.html
+++ b/docs/dev/api/gammapy.irf.EnergyDispersion2D.html
@@ -191,7 +191,7 @@
 
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             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.irf.FoVAlignment.html b/docs/dev/api/gammapy.irf.FoVAlignment.html
index a483ab7ec28..5b2c3773110 100644
--- a/docs/dev/api/gammapy.irf.FoVAlignment.html
+++ b/docs/dev/api/gammapy.irf.FoVAlignment.html
@@ -191,7 +191,7 @@
 
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             // replace dropdown button text with the preferred display name of
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             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.irf.IRFMap.html b/docs/dev/api/gammapy.irf.IRFMap.html
index 8932f5712e4..971b6331826 100644
--- a/docs/dev/api/gammapy.irf.IRFMap.html
+++ b/docs/dev/api/gammapy.irf.IRFMap.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.irf.IRF_REGISTRY.html b/docs/dev/api/gammapy.irf.IRF_REGISTRY.html
index c30fdeb766b..96d05ef6e6d 100644
--- a/docs/dev/api/gammapy.irf.IRF_REGISTRY.html
+++ b/docs/dev/api/gammapy.irf.IRF_REGISTRY.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.irf.PSF3D.html b/docs/dev/api/gammapy.irf.PSF3D.html
index a85fa1c008a..97d3bc3bd76 100644
--- a/docs/dev/api/gammapy.irf.PSF3D.html
+++ b/docs/dev/api/gammapy.irf.PSF3D.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.irf.PSFKernel.html b/docs/dev/api/gammapy.irf.PSFKernel.html
index 27fa4d5a987..3ec6abaa9f3 100644
--- a/docs/dev/api/gammapy.irf.PSFKernel.html
+++ b/docs/dev/api/gammapy.irf.PSFKernel.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.irf.PSFKing.html b/docs/dev/api/gammapy.irf.PSFKing.html
index 0b3ca9f0673..62e3f64f88f 100644
--- a/docs/dev/api/gammapy.irf.PSFKing.html
+++ b/docs/dev/api/gammapy.irf.PSFKing.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
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diff --git a/docs/dev/api/gammapy.irf.PSFMap.html b/docs/dev/api/gammapy.irf.PSFMap.html
index 5cbd010cfef..c8e6f922bbd 100644
--- a/docs/dev/api/gammapy.irf.PSFMap.html
+++ b/docs/dev/api/gammapy.irf.PSFMap.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.irf.ParametricPSF.html b/docs/dev/api/gammapy.irf.ParametricPSF.html
index 280300fa319..7643a0a88d7 100644
--- a/docs/dev/api/gammapy.irf.ParametricPSF.html
+++ b/docs/dev/api/gammapy.irf.ParametricPSF.html
@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.irf.RadMax2D.html b/docs/dev/api/gammapy.irf.RadMax2D.html
index b38bd63af1c..b46d1259c41 100644
--- a/docs/dev/api/gammapy.irf.RadMax2D.html
+++ b/docs/dev/api/gammapy.irf.RadMax2D.html
@@ -191,7 +191,7 @@
 
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             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.irf.RecoPSFMap.html b/docs/dev/api/gammapy.irf.RecoPSFMap.html
index 63aa7bc56d0..86754e5fc76 100644
--- a/docs/dev/api/gammapy.irf.RecoPSFMap.html
+++ b/docs/dev/api/gammapy.irf.RecoPSFMap.html
@@ -191,7 +191,7 @@
 
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             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.irf.load_cta_irfs.html b/docs/dev/api/gammapy.irf.load_cta_irfs.html
index 4b679c473db..2e9cad7812e 100644
--- a/docs/dev/api/gammapy.irf.load_cta_irfs.html
+++ b/docs/dev/api/gammapy.irf.load_cta_irfs.html
@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.irf.load_irf_dict_from_file.html b/docs/dev/api/gammapy.irf.load_irf_dict_from_file.html
index de379f46067..7da6eaa7dc6 100644
--- a/docs/dev/api/gammapy.irf.load_irf_dict_from_file.html
+++ b/docs/dev/api/gammapy.irf.load_irf_dict_from_file.html
@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.makers.AdaptiveRingBackgroundMaker.html b/docs/dev/api/gammapy.makers.AdaptiveRingBackgroundMaker.html
index c2907fd90a7..558ae1f5fe7 100644
--- a/docs/dev/api/gammapy.makers.AdaptiveRingBackgroundMaker.html
+++ b/docs/dev/api/gammapy.makers.AdaptiveRingBackgroundMaker.html
@@ -191,7 +191,7 @@
 
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             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
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diff --git a/docs/dev/api/gammapy.makers.DatasetsMaker.html b/docs/dev/api/gammapy.makers.DatasetsMaker.html
index 3f7ae90e15d..24865368697 100644
--- a/docs/dev/api/gammapy.makers.DatasetsMaker.html
+++ b/docs/dev/api/gammapy.makers.DatasetsMaker.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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diff --git a/docs/dev/api/gammapy.makers.FoVBackgroundMaker.html b/docs/dev/api/gammapy.makers.FoVBackgroundMaker.html
index 56862a83745..857986eb9f8 100644
--- a/docs/dev/api/gammapy.makers.FoVBackgroundMaker.html
+++ b/docs/dev/api/gammapy.makers.FoVBackgroundMaker.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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diff --git a/docs/dev/api/gammapy.makers.MAKER_REGISTRY.html b/docs/dev/api/gammapy.makers.MAKER_REGISTRY.html
index a47951f03ac..c3bf11e51ad 100644
--- a/docs/dev/api/gammapy.makers.MAKER_REGISTRY.html
+++ b/docs/dev/api/gammapy.makers.MAKER_REGISTRY.html
@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.makers.Maker.html b/docs/dev/api/gammapy.makers.Maker.html
index e1c6f7b8c36..355101b7975 100644
--- a/docs/dev/api/gammapy.makers.Maker.html
+++ b/docs/dev/api/gammapy.makers.Maker.html
@@ -191,7 +191,7 @@
 
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             // replace dropdown button text with the preferred display name of
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diff --git a/docs/dev/api/gammapy.makers.MapDatasetMaker.html b/docs/dev/api/gammapy.makers.MapDatasetMaker.html
index 34fef609abd..99dd9705f7a 100644
--- a/docs/dev/api/gammapy.makers.MapDatasetMaker.html
+++ b/docs/dev/api/gammapy.makers.MapDatasetMaker.html
@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.makers.PhaseBackgroundMaker.html b/docs/dev/api/gammapy.makers.PhaseBackgroundMaker.html
index f5f95d1f285..acb6d6abf2c 100644
--- a/docs/dev/api/gammapy.makers.PhaseBackgroundMaker.html
+++ b/docs/dev/api/gammapy.makers.PhaseBackgroundMaker.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.makers.ReflectedRegionsBackgroundMaker.html b/docs/dev/api/gammapy.makers.ReflectedRegionsBackgroundMaker.html
index 9cf376c0e54..d19839d586d 100644
--- a/docs/dev/api/gammapy.makers.ReflectedRegionsBackgroundMaker.html
+++ b/docs/dev/api/gammapy.makers.ReflectedRegionsBackgroundMaker.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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             // also highlight the dropdown entry for the currently-viewed
             // version's entry
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@@ -2063,7 +2063,7 @@ 
ReflectedRegionsBackgroundMakerReturns
 

-
dataset_on_offSpectrumDatasetOnOff
On off dataset.

+
dataset_on_offSpectrumDatasetOnOff
On-Off dataset.

 

 

 

diff --git a/docs/dev/api/gammapy.makers.ReflectedRegionsFinder.html b/docs/dev/api/gammapy.makers.ReflectedRegionsFinder.html
index b595c38d18d..0ce14c7df4f 100644
--- a/docs/dev/api/gammapy.makers.ReflectedRegionsFinder.html
+++ b/docs/dev/api/gammapy.makers.ReflectedRegionsFinder.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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diff --git a/docs/dev/api/gammapy.makers.RegionsFinder.html b/docs/dev/api/gammapy.makers.RegionsFinder.html
index b8d39e54f1f..3a44d36695f 100644
--- a/docs/dev/api/gammapy.makers.RegionsFinder.html
+++ b/docs/dev/api/gammapy.makers.RegionsFinder.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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diff --git a/docs/dev/api/gammapy.makers.RingBackgroundMaker.html b/docs/dev/api/gammapy.makers.RingBackgroundMaker.html
index 6a4ce9a361c..70b43290ab4 100644
--- a/docs/dev/api/gammapy.makers.RingBackgroundMaker.html
+++ b/docs/dev/api/gammapy.makers.RingBackgroundMaker.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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diff --git a/docs/dev/api/gammapy.makers.SafeMaskMaker.html b/docs/dev/api/gammapy.makers.SafeMaskMaker.html
index 75b746b89d9..4196bde5fa3 100644
--- a/docs/dev/api/gammapy.makers.SafeMaskMaker.html
+++ b/docs/dev/api/gammapy.makers.SafeMaskMaker.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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diff --git a/docs/dev/api/gammapy.makers.SpectrumDatasetMaker.html b/docs/dev/api/gammapy.makers.SpectrumDatasetMaker.html
index ac173e91c0a..3d1cc09ee1a 100644
--- a/docs/dev/api/gammapy.makers.SpectrumDatasetMaker.html
+++ b/docs/dev/api/gammapy.makers.SpectrumDatasetMaker.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.makers.WobbleRegionsFinder.html b/docs/dev/api/gammapy.makers.WobbleRegionsFinder.html
index 373b6566c68..04013f10eab 100644
--- a/docs/dev/api/gammapy.makers.WobbleRegionsFinder.html
+++ b/docs/dev/api/gammapy.makers.WobbleRegionsFinder.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
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diff --git a/docs/dev/api/gammapy.makers.utils.make_counts_rad_max.html b/docs/dev/api/gammapy.makers.utils.make_counts_rad_max.html
index 8aec9911705..837c3849835 100644
--- a/docs/dev/api/gammapy.makers.utils.make_counts_rad_max.html
+++ b/docs/dev/api/gammapy.makers.utils.make_counts_rad_max.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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diff --git a/docs/dev/api/gammapy.makers.utils.make_edisp_kernel_map.html b/docs/dev/api/gammapy.makers.utils.make_edisp_kernel_map.html
index f160fe9f75c..64de3434c9f 100644
--- a/docs/dev/api/gammapy.makers.utils.make_edisp_kernel_map.html
+++ b/docs/dev/api/gammapy.makers.utils.make_edisp_kernel_map.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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diff --git a/docs/dev/api/gammapy.makers.utils.make_edisp_map.html b/docs/dev/api/gammapy.makers.utils.make_edisp_map.html
index 410e05b9af0..a4b619d46ba 100644
--- a/docs/dev/api/gammapy.makers.utils.make_edisp_map.html
+++ b/docs/dev/api/gammapy.makers.utils.make_edisp_map.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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             // also highlight the dropdown entry for the currently-viewed
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index 9fd6132bdba..3eec41b0f79 100644
--- a/docs/dev/api/gammapy.makers.utils.make_map_background_irf.html
+++ b/docs/dev/api/gammapy.makers.utils.make_map_background_irf.html
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+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.makers.utils.make_map_exposure_true_energy.html b/docs/dev/api/gammapy.makers.utils.make_map_exposure_true_energy.html
index 9fda004489f..802a8dfa86d 100644
--- a/docs/dev/api/gammapy.makers.utils.make_map_exposure_true_energy.html
+++ b/docs/dev/api/gammapy.makers.utils.make_map_exposure_true_energy.html
@@ -191,7 +191,7 @@
 
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             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.makers.utils.make_psf_map.html b/docs/dev/api/gammapy.makers.utils.make_psf_map.html
index 1526d618051..f40fa66fb8f 100644
--- a/docs/dev/api/gammapy.makers.utils.make_psf_map.html
+++ b/docs/dev/api/gammapy.makers.utils.make_psf_map.html
@@ -191,7 +191,7 @@
 
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             // replace dropdown button text with the preferred display name of
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             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.makers.utils.make_theta_squared_table.html b/docs/dev/api/gammapy.makers.utils.make_theta_squared_table.html
index e7f760a1ffb..e8466f69867 100644
--- a/docs/dev/api/gammapy.makers.utils.make_theta_squared_table.html
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@@ -191,7 +191,7 @@
 
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+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
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diff --git a/docs/dev/api/gammapy.maps.Geom.html b/docs/dev/api/gammapy.maps.Geom.html
index 2e8f7e44fb1..7b72a9ed77f 100644
--- a/docs/dev/api/gammapy.maps.Geom.html
+++ b/docs/dev/api/gammapy.maps.Geom.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
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index 017803d3b09..ff9dac30483 100644
--- a/docs/dev/api/gammapy.maps.HpxGeom.html
+++ b/docs/dev/api/gammapy.maps.HpxGeom.html
@@ -191,7 +191,7 @@
 
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+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
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index e18a3561d84..82d3dfd415b 100644
--- a/docs/dev/api/gammapy.maps.HpxMap.html
+++ b/docs/dev/api/gammapy.maps.HpxMap.html
@@ -191,7 +191,7 @@
 
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index dac1cb87413..66db954aef1 100644
--- a/docs/dev/api/gammapy.maps.HpxNDMap.html
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.maps.LabelMapAxis.html b/docs/dev/api/gammapy.maps.LabelMapAxis.html
index 27b8e3d84ec..0684b3455a8 100644
--- a/docs/dev/api/gammapy.maps.LabelMapAxis.html
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.maps.Map.html b/docs/dev/api/gammapy.maps.Map.html
index ba740602a6d..3505524ebef 100644
--- a/docs/dev/api/gammapy.maps.Map.html
+++ b/docs/dev/api/gammapy.maps.Map.html
@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.maps.MapAxes.html b/docs/dev/api/gammapy.maps.MapAxes.html
index 5634843e62d..ce15e478eea 100644
--- a/docs/dev/api/gammapy.maps.MapAxes.html
+++ b/docs/dev/api/gammapy.maps.MapAxes.html
@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.maps.MapAxis.html b/docs/dev/api/gammapy.maps.MapAxis.html
index 81cc210704e..c569c65ae5b 100644
--- a/docs/dev/api/gammapy.maps.MapAxis.html
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.maps.MapCoord.html b/docs/dev/api/gammapy.maps.MapCoord.html
index 35561f436b9..653de03ad2f 100644
--- a/docs/dev/api/gammapy.maps.MapCoord.html
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.maps.Maps.html b/docs/dev/api/gammapy.maps.Maps.html
index f831e247c25..f49b8bd640b 100644
--- a/docs/dev/api/gammapy.maps.Maps.html
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@@ -191,7 +191,7 @@
 
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index 93d09e5830e..e14613a26d7 100644
--- a/docs/dev/api/gammapy.maps.RegionGeom.html
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@@ -191,7 +191,7 @@
 
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index 298c103f93c..22732152338 100644
--- a/docs/dev/api/gammapy.maps.RegionNDMap.html
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@@ -191,7 +191,7 @@
 
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index cd63bd7f7c5..612a981fe10 100644
--- a/docs/dev/api/gammapy.maps.TimeMapAxis.html
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@@ -191,7 +191,7 @@
 
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index 55bfa8dec38..dd5c875dc19 100644
--- a/docs/dev/api/gammapy.maps.WcsGeom.html
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@@ -191,7 +191,7 @@
 
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--- a/docs/dev/api/gammapy.maps.WcsMap.html
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@@ -191,7 +191,7 @@
 
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index 353f1f2517f..88cabf69450 100644
--- a/docs/dev/api/gammapy.maps.WcsNDMap.html
+++ b/docs/dev/api/gammapy.maps.WcsNDMap.html
@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.modeling.Covariance.html b/docs/dev/api/gammapy.modeling.Covariance.html
index 2c2a56d44e7..4961622d629 100644
--- a/docs/dev/api/gammapy.modeling.Covariance.html
+++ b/docs/dev/api/gammapy.modeling.Covariance.html
@@ -192,7 +192,7 @@
 
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diff --git a/docs/dev/api/gammapy.modeling.Fit.html b/docs/dev/api/gammapy.modeling.Fit.html
index 602911ba106..30246191bc3 100644
--- a/docs/dev/api/gammapy.modeling.Fit.html
+++ b/docs/dev/api/gammapy.modeling.Fit.html
@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.modeling.Parameter.html b/docs/dev/api/gammapy.modeling.Parameter.html
index 38d5a06d38b..8afee852532 100644
--- a/docs/dev/api/gammapy.modeling.Parameter.html
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.modeling.Parameters.html b/docs/dev/api/gammapy.modeling.Parameters.html
index a49f7af515c..cfd18802b06 100644
--- a/docs/dev/api/gammapy.modeling.Parameters.html
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.modeling.models.BrokenPowerLawSpectralModel.html b/docs/dev/api/gammapy.modeling.models.BrokenPowerLawSpectralModel.html
index 6cd88b36820..ea559090076 100644
--- a/docs/dev/api/gammapy.modeling.models.BrokenPowerLawSpectralModel.html
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@@ -192,7 +192,7 @@
 
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diff --git a/docs/dev/api/gammapy.modeling.models.CompoundSpectralModel.html b/docs/dev/api/gammapy.modeling.models.CompoundSpectralModel.html
index 731ca11662e..92d42512f9f 100644
--- a/docs/dev/api/gammapy.modeling.models.CompoundSpectralModel.html
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@@ -192,7 +192,7 @@
 
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diff --git a/docs/dev/api/gammapy.modeling.models.ConstantFluxSpatialModel.html b/docs/dev/api/gammapy.modeling.models.ConstantFluxSpatialModel.html
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--- a/docs/dev/api/gammapy.modeling.models.ConstantFluxSpatialModel.html
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.modeling.models.ConstantSpatialModel.html b/docs/dev/api/gammapy.modeling.models.ConstantSpatialModel.html
index 5f09f5c8621..52327c288ea 100644
--- a/docs/dev/api/gammapy.modeling.models.ConstantSpatialModel.html
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.modeling.models.ConstantSpectralModel.html b/docs/dev/api/gammapy.modeling.models.ConstantSpectralModel.html
index cfe60ff0901..135c0552865 100644
--- a/docs/dev/api/gammapy.modeling.models.ConstantSpectralModel.html
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@@ -192,7 +192,7 @@
 
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diff --git a/docs/dev/api/gammapy.modeling.models.ConstantTemporalModel.html b/docs/dev/api/gammapy.modeling.models.ConstantTemporalModel.html
index c3af945a464..3251a6202df 100644
--- a/docs/dev/api/gammapy.modeling.models.ConstantTemporalModel.html
+++ b/docs/dev/api/gammapy.modeling.models.ConstantTemporalModel.html
@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.modeling.models.DatasetModels.html b/docs/dev/api/gammapy.modeling.models.DatasetModels.html
index 4e0103ae0a1..4b58cfb064c 100644
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.modeling.models.DiskSpatialModel.html b/docs/dev/api/gammapy.modeling.models.DiskSpatialModel.html
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--- a/docs/dev/api/gammapy.modeling.models.DiskSpatialModel.html
+++ b/docs/dev/api/gammapy.modeling.models.DiskSpatialModel.html
@@ -192,7 +192,7 @@
 
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-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.modeling.models.EBLAbsorptionNormSpectralModel.html b/docs/dev/api/gammapy.modeling.models.EBLAbsorptionNormSpectralModel.html
index 351425263b5..ec5c62ae9ba 100644
--- a/docs/dev/api/gammapy.modeling.models.EBLAbsorptionNormSpectralModel.html
+++ b/docs/dev/api/gammapy.modeling.models.EBLAbsorptionNormSpectralModel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.modeling.models.ExpCutoffPowerLaw3FGLSpectralModel.html b/docs/dev/api/gammapy.modeling.models.ExpCutoffPowerLaw3FGLSpectralModel.html
index c3884f26cc1..ce200b71fa5 100644
--- a/docs/dev/api/gammapy.modeling.models.ExpCutoffPowerLaw3FGLSpectralModel.html
+++ b/docs/dev/api/gammapy.modeling.models.ExpCutoffPowerLaw3FGLSpectralModel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.modeling.models.ExpCutoffPowerLawNormSpectralModel.html b/docs/dev/api/gammapy.modeling.models.ExpCutoffPowerLawNormSpectralModel.html
index 923f99eb670..4ebb4145cfc 100644
--- a/docs/dev/api/gammapy.modeling.models.ExpCutoffPowerLawNormSpectralModel.html
+++ b/docs/dev/api/gammapy.modeling.models.ExpCutoffPowerLawNormSpectralModel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.modeling.models.ExpCutoffPowerLawSpectralModel.html b/docs/dev/api/gammapy.modeling.models.ExpCutoffPowerLawSpectralModel.html
index 68eeda22cd0..0d093928999 100644
--- a/docs/dev/api/gammapy.modeling.models.ExpCutoffPowerLawSpectralModel.html
+++ b/docs/dev/api/gammapy.modeling.models.ExpCutoffPowerLawSpectralModel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.modeling.models.ExpDecayTemporalModel.html b/docs/dev/api/gammapy.modeling.models.ExpDecayTemporalModel.html
index 302200bf053..f409934800c 100644
--- a/docs/dev/api/gammapy.modeling.models.ExpDecayTemporalModel.html
+++ b/docs/dev/api/gammapy.modeling.models.ExpDecayTemporalModel.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.modeling.models.FoVBackgroundModel.html b/docs/dev/api/gammapy.modeling.models.FoVBackgroundModel.html
index b2ed3c321d0..d97406f6351 100644
--- a/docs/dev/api/gammapy.modeling.models.FoVBackgroundModel.html
+++ b/docs/dev/api/gammapy.modeling.models.FoVBackgroundModel.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.modeling.models.GaussianSpatialModel.html b/docs/dev/api/gammapy.modeling.models.GaussianSpatialModel.html
index 1fbfcc0fe4e..7445156782e 100644
--- a/docs/dev/api/gammapy.modeling.models.GaussianSpatialModel.html
+++ b/docs/dev/api/gammapy.modeling.models.GaussianSpatialModel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.modeling.models.GaussianSpectralModel.html b/docs/dev/api/gammapy.modeling.models.GaussianSpectralModel.html
index 199100f880f..214eec44728 100644
--- a/docs/dev/api/gammapy.modeling.models.GaussianSpectralModel.html
+++ b/docs/dev/api/gammapy.modeling.models.GaussianSpectralModel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.modeling.models.GaussianTemporalModel.html b/docs/dev/api/gammapy.modeling.models.GaussianTemporalModel.html
index c663712309d..d9613dc792c 100644
--- a/docs/dev/api/gammapy.modeling.models.GaussianTemporalModel.html
+++ b/docs/dev/api/gammapy.modeling.models.GaussianTemporalModel.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.modeling.models.GeneralizedGaussianSpatialModel.html b/docs/dev/api/gammapy.modeling.models.GeneralizedGaussianSpatialModel.html
index d069e74fa32..ec793bbca78 100644
--- a/docs/dev/api/gammapy.modeling.models.GeneralizedGaussianSpatialModel.html
+++ b/docs/dev/api/gammapy.modeling.models.GeneralizedGaussianSpatialModel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.GeneralizedGaussianTemporalModel.html b/docs/dev/api/gammapy.modeling.models.GeneralizedGaussianTemporalModel.html
index da68a0437c6..0729ff30aab 100644
--- a/docs/dev/api/gammapy.modeling.models.GeneralizedGaussianTemporalModel.html
+++ b/docs/dev/api/gammapy.modeling.models.GeneralizedGaussianTemporalModel.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.LightCurveTemplateTemporalModel.html b/docs/dev/api/gammapy.modeling.models.LightCurveTemplateTemporalModel.html
index ca88dbf6926..74c9ca6034a 100644
--- a/docs/dev/api/gammapy.modeling.models.LightCurveTemplateTemporalModel.html
+++ b/docs/dev/api/gammapy.modeling.models.LightCurveTemplateTemporalModel.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
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             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.modeling.models.LinearTemporalModel.html b/docs/dev/api/gammapy.modeling.models.LinearTemporalModel.html
index 8463dfcf286..0aaaed49a23 100644
--- a/docs/dev/api/gammapy.modeling.models.LinearTemporalModel.html
+++ b/docs/dev/api/gammapy.modeling.models.LinearTemporalModel.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
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             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.modeling.models.LogParabolaNormSpectralModel.html b/docs/dev/api/gammapy.modeling.models.LogParabolaNormSpectralModel.html
index cdec33b0e17..c21f50da0c2 100644
--- a/docs/dev/api/gammapy.modeling.models.LogParabolaNormSpectralModel.html
+++ b/docs/dev/api/gammapy.modeling.models.LogParabolaNormSpectralModel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.LogParabolaSpectralModel.html b/docs/dev/api/gammapy.modeling.models.LogParabolaSpectralModel.html
index fc9255d2cf3..fe65526fba7 100644
--- a/docs/dev/api/gammapy.modeling.models.LogParabolaSpectralModel.html
+++ b/docs/dev/api/gammapy.modeling.models.LogParabolaSpectralModel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.MODEL_REGISTRY.html b/docs/dev/api/gammapy.modeling.models.MODEL_REGISTRY.html
index a4628bb73a0..f36300c64e1 100644
--- a/docs/dev/api/gammapy.modeling.models.MODEL_REGISTRY.html
+++ b/docs/dev/api/gammapy.modeling.models.MODEL_REGISTRY.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.MeyerCrabSpectralModel.html b/docs/dev/api/gammapy.modeling.models.MeyerCrabSpectralModel.html
index 2b31fc2a7f9..e2334a1c541 100644
--- a/docs/dev/api/gammapy.modeling.models.MeyerCrabSpectralModel.html
+++ b/docs/dev/api/gammapy.modeling.models.MeyerCrabSpectralModel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.Model.html b/docs/dev/api/gammapy.modeling.models.Model.html
index 1520c55e962..547796d6487 100644
--- a/docs/dev/api/gammapy.modeling.models.Model.html
+++ b/docs/dev/api/gammapy.modeling.models.Model.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.modeling.models.ModelBase.html b/docs/dev/api/gammapy.modeling.models.ModelBase.html
index b4c57074966..db5b8d4b0a2 100644
--- a/docs/dev/api/gammapy.modeling.models.ModelBase.html
+++ b/docs/dev/api/gammapy.modeling.models.ModelBase.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.modeling.models.Models.html b/docs/dev/api/gammapy.modeling.models.Models.html
index fdb038fe512..a59c8a66339 100644
--- a/docs/dev/api/gammapy.modeling.models.Models.html
+++ b/docs/dev/api/gammapy.modeling.models.Models.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.NaimaSpectralModel.html b/docs/dev/api/gammapy.modeling.models.NaimaSpectralModel.html
index 137c8911540..6857947208b 100644
--- a/docs/dev/api/gammapy.modeling.models.NaimaSpectralModel.html
+++ b/docs/dev/api/gammapy.modeling.models.NaimaSpectralModel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.PiecewiseNormSpatialModel.html b/docs/dev/api/gammapy.modeling.models.PiecewiseNormSpatialModel.html
index a702a1c57b4..096cfa08191 100644
--- a/docs/dev/api/gammapy.modeling.models.PiecewiseNormSpatialModel.html
+++ b/docs/dev/api/gammapy.modeling.models.PiecewiseNormSpatialModel.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.PiecewiseNormSpectralModel.html b/docs/dev/api/gammapy.modeling.models.PiecewiseNormSpectralModel.html
index 502dcedfbe1..7b621cc5e3e 100644
--- a/docs/dev/api/gammapy.modeling.models.PiecewiseNormSpectralModel.html
+++ b/docs/dev/api/gammapy.modeling.models.PiecewiseNormSpectralModel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
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             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.modeling.models.PointSpatialModel.html b/docs/dev/api/gammapy.modeling.models.PointSpatialModel.html
index 86d43911895..0ad7283cd67 100644
--- a/docs/dev/api/gammapy.modeling.models.PointSpatialModel.html
+++ b/docs/dev/api/gammapy.modeling.models.PointSpatialModel.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.PowerLaw2SpectralModel.html b/docs/dev/api/gammapy.modeling.models.PowerLaw2SpectralModel.html
index 25a2e929b1b..895bbf40ebc 100644
--- a/docs/dev/api/gammapy.modeling.models.PowerLaw2SpectralModel.html
+++ b/docs/dev/api/gammapy.modeling.models.PowerLaw2SpectralModel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.modeling.models.PowerLawNormSpectralModel.html b/docs/dev/api/gammapy.modeling.models.PowerLawNormSpectralModel.html
index 58ff7f0022d..7398ee78fd1 100644
--- a/docs/dev/api/gammapy.modeling.models.PowerLawNormSpectralModel.html
+++ b/docs/dev/api/gammapy.modeling.models.PowerLawNormSpectralModel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.modeling.models.PowerLawSpectralModel.html b/docs/dev/api/gammapy.modeling.models.PowerLawSpectralModel.html
index 48550c17a53..788af387530 100644
--- a/docs/dev/api/gammapy.modeling.models.PowerLawSpectralModel.html
+++ b/docs/dev/api/gammapy.modeling.models.PowerLawSpectralModel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
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             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.modeling.models.PowerLawTemporalModel.html b/docs/dev/api/gammapy.modeling.models.PowerLawTemporalModel.html
index 96d84de400d..02cba966060 100644
--- a/docs/dev/api/gammapy.modeling.models.PowerLawTemporalModel.html
+++ b/docs/dev/api/gammapy.modeling.models.PowerLawTemporalModel.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
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             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.modeling.models.SPATIAL_MODEL_REGISTRY.html b/docs/dev/api/gammapy.modeling.models.SPATIAL_MODEL_REGISTRY.html
index fb56414fdcd..075762d41dc 100644
--- a/docs/dev/api/gammapy.modeling.models.SPATIAL_MODEL_REGISTRY.html
+++ b/docs/dev/api/gammapy.modeling.models.SPATIAL_MODEL_REGISTRY.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.modeling.models.SPECTRAL_MODEL_REGISTRY.html b/docs/dev/api/gammapy.modeling.models.SPECTRAL_MODEL_REGISTRY.html
index aa07dc6eb8f..994ba6417dd 100644
--- a/docs/dev/api/gammapy.modeling.models.SPECTRAL_MODEL_REGISTRY.html
+++ b/docs/dev/api/gammapy.modeling.models.SPECTRAL_MODEL_REGISTRY.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
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             if (entry.version == "dev") {
diff --git a/docs/dev/api/gammapy.modeling.models.ScaleSpectralModel.html b/docs/dev/api/gammapy.modeling.models.ScaleSpectralModel.html
index fbf2e5260e5..d86ae2365d5 100644
--- a/docs/dev/api/gammapy.modeling.models.ScaleSpectralModel.html
+++ b/docs/dev/api/gammapy.modeling.models.ScaleSpectralModel.html
@@ -192,7 +192,7 @@
 
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             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.Shell2SpatialModel.html b/docs/dev/api/gammapy.modeling.models.Shell2SpatialModel.html
index 52e3f1be3b2..5dbd9b8e4b0 100644
--- a/docs/dev/api/gammapy.modeling.models.Shell2SpatialModel.html
+++ b/docs/dev/api/gammapy.modeling.models.Shell2SpatialModel.html
@@ -192,7 +192,7 @@
 
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             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.ShellSpatialModel.html b/docs/dev/api/gammapy.modeling.models.ShellSpatialModel.html
index 10c195452df..85f0124af43 100644
--- a/docs/dev/api/gammapy.modeling.models.ShellSpatialModel.html
+++ b/docs/dev/api/gammapy.modeling.models.ShellSpatialModel.html
@@ -192,7 +192,7 @@
 
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             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.SineTemporalModel.html b/docs/dev/api/gammapy.modeling.models.SineTemporalModel.html
index f04f6bb050f..1eb2cf4cd10 100644
--- a/docs/dev/api/gammapy.modeling.models.SineTemporalModel.html
+++ b/docs/dev/api/gammapy.modeling.models.SineTemporalModel.html
@@ -191,7 +191,7 @@
 
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             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.SkyModel.html b/docs/dev/api/gammapy.modeling.models.SkyModel.html
index 18664086be6..bfb00f4e913 100644
--- a/docs/dev/api/gammapy.modeling.models.SkyModel.html
+++ b/docs/dev/api/gammapy.modeling.models.SkyModel.html
@@ -191,7 +191,7 @@
 
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             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.SmoothBrokenPowerLawSpectralModel.html b/docs/dev/api/gammapy.modeling.models.SmoothBrokenPowerLawSpectralModel.html
index c46a56988c5..e86dd5ce056 100644
--- a/docs/dev/api/gammapy.modeling.models.SmoothBrokenPowerLawSpectralModel.html
+++ b/docs/dev/api/gammapy.modeling.models.SmoothBrokenPowerLawSpectralModel.html
@@ -192,7 +192,7 @@
 
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diff --git a/docs/dev/api/gammapy.modeling.models.SpatialModel.html b/docs/dev/api/gammapy.modeling.models.SpatialModel.html
index c53322a1080..5e074e00404 100644
--- a/docs/dev/api/gammapy.modeling.models.SpatialModel.html
+++ b/docs/dev/api/gammapy.modeling.models.SpatialModel.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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diff --git a/docs/dev/api/gammapy.modeling.models.SpectralModel.html b/docs/dev/api/gammapy.modeling.models.SpectralModel.html
index 8eae29fd939..99834565aa1 100644
--- a/docs/dev/api/gammapy.modeling.models.SpectralModel.html
+++ b/docs/dev/api/gammapy.modeling.models.SpectralModel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
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             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.SuperExpCutoffPowerLaw3FGLSpectralModel.html b/docs/dev/api/gammapy.modeling.models.SuperExpCutoffPowerLaw3FGLSpectralModel.html
index 44e78bf46c9..d08802d5e9f 100644
--- a/docs/dev/api/gammapy.modeling.models.SuperExpCutoffPowerLaw3FGLSpectralModel.html
+++ b/docs/dev/api/gammapy.modeling.models.SuperExpCutoffPowerLaw3FGLSpectralModel.html
@@ -192,7 +192,7 @@
 
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             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.SuperExpCutoffPowerLaw4FGLDR3SpectralModel.html b/docs/dev/api/gammapy.modeling.models.SuperExpCutoffPowerLaw4FGLDR3SpectralModel.html
index 7c0d465818a..e1f8eed24fd 100644
--- a/docs/dev/api/gammapy.modeling.models.SuperExpCutoffPowerLaw4FGLDR3SpectralModel.html
+++ b/docs/dev/api/gammapy.modeling.models.SuperExpCutoffPowerLaw4FGLDR3SpectralModel.html
@@ -192,7 +192,7 @@
 
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             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
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diff --git a/docs/dev/api/gammapy.modeling.models.SuperExpCutoffPowerLaw4FGLSpectralModel.html b/docs/dev/api/gammapy.modeling.models.SuperExpCutoffPowerLaw4FGLSpectralModel.html
index 4fa3c0135cd..2e36a6ee154 100644
--- a/docs/dev/api/gammapy.modeling.models.SuperExpCutoffPowerLaw4FGLSpectralModel.html
+++ b/docs/dev/api/gammapy.modeling.models.SuperExpCutoffPowerLaw4FGLSpectralModel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
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diff --git a/docs/dev/api/gammapy.modeling.models.TEMPORAL_MODEL_REGISTRY.html b/docs/dev/api/gammapy.modeling.models.TEMPORAL_MODEL_REGISTRY.html
index 6ea5377c717..3825c270b6d 100644
--- a/docs/dev/api/gammapy.modeling.models.TEMPORAL_MODEL_REGISTRY.html
+++ b/docs/dev/api/gammapy.modeling.models.TEMPORAL_MODEL_REGISTRY.html
@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.modeling.models.TemplateNDSpatialModel.html b/docs/dev/api/gammapy.modeling.models.TemplateNDSpatialModel.html
index 1da6b2ebc3a..bcddeffefda 100644
--- a/docs/dev/api/gammapy.modeling.models.TemplateNDSpatialModel.html
+++ b/docs/dev/api/gammapy.modeling.models.TemplateNDSpatialModel.html
@@ -191,7 +191,7 @@
 
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             // replace dropdown button text with the preferred display name of
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diff --git a/docs/dev/api/gammapy.modeling.models.TemplateNDSpectralModel.html b/docs/dev/api/gammapy.modeling.models.TemplateNDSpectralModel.html
index 2fa0c919db5..580b271c0e2 100644
--- a/docs/dev/api/gammapy.modeling.models.TemplateNDSpectralModel.html
+++ b/docs/dev/api/gammapy.modeling.models.TemplateNDSpectralModel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.TemplateNPredModel.html b/docs/dev/api/gammapy.modeling.models.TemplateNPredModel.html
index 07e279ce2f5..af5e321d7f4 100644
--- a/docs/dev/api/gammapy.modeling.models.TemplateNPredModel.html
+++ b/docs/dev/api/gammapy.modeling.models.TemplateNPredModel.html
@@ -191,7 +191,7 @@
 
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+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.TemplatePhaseCurveTemporalModel.html b/docs/dev/api/gammapy.modeling.models.TemplatePhaseCurveTemporalModel.html
index 128bddb2add..74464105d50 100644
--- a/docs/dev/api/gammapy.modeling.models.TemplatePhaseCurveTemporalModel.html
+++ b/docs/dev/api/gammapy.modeling.models.TemplatePhaseCurveTemporalModel.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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diff --git a/docs/dev/api/gammapy.modeling.models.TemplateSpatialModel.html b/docs/dev/api/gammapy.modeling.models.TemplateSpatialModel.html
index c3c68e10707..502034c1adf 100644
--- a/docs/dev/api/gammapy.modeling.models.TemplateSpatialModel.html
+++ b/docs/dev/api/gammapy.modeling.models.TemplateSpatialModel.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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diff --git a/docs/dev/api/gammapy.modeling.models.TemplateSpectralModel.html b/docs/dev/api/gammapy.modeling.models.TemplateSpectralModel.html
index f7c21edd902..fe727ef57c5 100644
--- a/docs/dev/api/gammapy.modeling.models.TemplateSpectralModel.html
+++ b/docs/dev/api/gammapy.modeling.models.TemplateSpectralModel.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
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             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.TemporalModel.html b/docs/dev/api/gammapy.modeling.models.TemporalModel.html
index 55d37ccc540..792d6a8f1dd 100644
--- a/docs/dev/api/gammapy.modeling.models.TemporalModel.html
+++ b/docs/dev/api/gammapy.modeling.models.TemporalModel.html
@@ -191,7 +191,7 @@
 
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+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.create_cosmic_ray_spectral_model.html b/docs/dev/api/gammapy.modeling.models.create_cosmic_ray_spectral_model.html
index e1a191c0e89..4a198b6f4ad 100644
--- a/docs/dev/api/gammapy.modeling.models.create_cosmic_ray_spectral_model.html
+++ b/docs/dev/api/gammapy.modeling.models.create_cosmic_ray_spectral_model.html
@@ -191,7 +191,7 @@
 
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             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.create_crab_spectral_model.html b/docs/dev/api/gammapy.modeling.models.create_crab_spectral_model.html
index c0d5cd36a4b..165e741e6b0 100644
--- a/docs/dev/api/gammapy.modeling.models.create_crab_spectral_model.html
+++ b/docs/dev/api/gammapy.modeling.models.create_crab_spectral_model.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.create_fermi_isotropic_diffuse_model.html b/docs/dev/api/gammapy.modeling.models.create_fermi_isotropic_diffuse_model.html
index 1a204564081..2f935a12012 100644
--- a/docs/dev/api/gammapy.modeling.models.create_fermi_isotropic_diffuse_model.html
+++ b/docs/dev/api/gammapy.modeling.models.create_fermi_isotropic_diffuse_model.html
@@ -191,7 +191,7 @@
 
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+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.integrate_spectrum.html b/docs/dev/api/gammapy.modeling.models.integrate_spectrum.html
index 1127a9673f5..c7d1b4c06f4 100644
--- a/docs/dev/api/gammapy.modeling.models.integrate_spectrum.html
+++ b/docs/dev/api/gammapy.modeling.models.integrate_spectrum.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.modeling.models.scale_plot_flux.html b/docs/dev/api/gammapy.modeling.models.scale_plot_flux.html
index a2776994836..72d88ad66c5 100644
--- a/docs/dev/api/gammapy.modeling.models.scale_plot_flux.html
+++ b/docs/dev/api/gammapy.modeling.models.scale_plot_flux.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.stats.CashCountsStatistic.html b/docs/dev/api/gammapy.stats.CashCountsStatistic.html
index f091ace153f..ef159963add 100644
--- a/docs/dev/api/gammapy.stats.CashCountsStatistic.html
+++ b/docs/dev/api/gammapy.stats.CashCountsStatistic.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.stats.WStatCountsStatistic.html b/docs/dev/api/gammapy.stats.WStatCountsStatistic.html
index 7e5b9631cef..eeba40c3628 100644
--- a/docs/dev/api/gammapy.stats.WStatCountsStatistic.html
+++ b/docs/dev/api/gammapy.stats.WStatCountsStatistic.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
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             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.stats.cash.html b/docs/dev/api/gammapy.stats.cash.html
index cde0d5616c5..ca1aaec478f 100644
--- a/docs/dev/api/gammapy.stats.cash.html
+++ b/docs/dev/api/gammapy.stats.cash.html
@@ -192,7 +192,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
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+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.stats.cash_sum_cython.html b/docs/dev/api/gammapy.stats.cash_sum_cython.html
index 7c1e3cb883a..4bdfcc8e223 100644
--- a/docs/dev/api/gammapy.stats.cash_sum_cython.html
+++ b/docs/dev/api/gammapy.stats.cash_sum_cython.html
@@ -191,7 +191,7 @@
 
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-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
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diff --git a/docs/dev/api/gammapy.stats.compute_chisq.html b/docs/dev/api/gammapy.stats.compute_chisq.html
index d8d484c7e3f..4391cfcb324 100644
--- a/docs/dev/api/gammapy.stats.compute_chisq.html
+++ b/docs/dev/api/gammapy.stats.compute_chisq.html
@@ -191,7 +191,7 @@
 
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             // also highlight the dropdown entry for the currently-viewed
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diff --git a/docs/dev/api/gammapy.stats.compute_fpp.html b/docs/dev/api/gammapy.stats.compute_fpp.html
index 89298a91411..1184a341e3e 100644
--- a/docs/dev/api/gammapy.stats.compute_fpp.html
+++ b/docs/dev/api/gammapy.stats.compute_fpp.html
@@ -191,7 +191,7 @@
 
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             // replace dropdown button text with the preferred display name of
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diff --git a/docs/dev/api/gammapy.stats.compute_fvar.html b/docs/dev/api/gammapy.stats.compute_fvar.html
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--- a/docs/dev/api/gammapy.stats.compute_fvar.html
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index 3b12c40275b..356f7c3c755 100644
--- a/docs/dev/api/gammapy.stats.cstat.html
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index a42bafa142b..8fdb31cbba2 100644
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diff --git a/docs/dev/api/gammapy.stats.get_wstat_gof_terms.html b/docs/dev/api/gammapy.stats.get_wstat_gof_terms.html
index 5f59d8131f0..db8a10041f8 100644
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index cd5de3ac04e..bd772a0bf3e 100644
--- a/docs/dev/api/gammapy.stats.get_wstat_mu_bkg.html
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@@ -191,7 +191,7 @@
 
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index 94cfda74a12..c328a8deb0c 100644
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@@ -191,7 +191,7 @@
 
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index 7d0d6eb0817..b1fcbf2407b 100644
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diff --git a/docs/dev/api/gammapy.utils.coordinates.D_SUN_TO_GALACTIC_CENTER.html b/docs/dev/api/gammapy.utils.coordinates.D_SUN_TO_GALACTIC_CENTER.html
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index 5cc83cc6a64..9a73b6d0f35 100644
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diff --git a/docs/dev/api/gammapy.utils.coordinates.fov_to_sky.html b/docs/dev/api/gammapy.utils.coordinates.fov_to_sky.html
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index f658cbc9d6f..86cc6ee2984 100644
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index 5d0aa5d687a..dc7c70ad2c9 100644
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diff --git a/docs/dev/api/gammapy.utils.coordinates.sky_to_fov.html b/docs/dev/api/gammapy.utils.coordinates.sky_to_fov.html
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--- a/docs/dev/api/gammapy.utils.coordinates.velocity_glon_glat.html
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index a0d8370f735..c9a0b9f85bc 100644
--- a/docs/dev/api/gammapy.utils.fits.HDULocation.html
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@@ -191,7 +191,7 @@
 
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.utils.fits.earth_location_from_dict.html b/docs/dev/api/gammapy.utils.fits.earth_location_from_dict.html
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--- a/docs/dev/api/gammapy.utils.fits.earth_location_from_dict.html
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diff --git a/docs/dev/api/gammapy.utils.integrate.trapz_loglog.html b/docs/dev/api/gammapy.utils.integrate.trapz_loglog.html
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diff --git a/docs/dev/api/gammapy.utils.interpolation.ScaledRegularGridInterpolator.html b/docs/dev/api/gammapy.utils.interpolation.ScaledRegularGridInterpolator.html
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--- a/docs/dev/api/gammapy.utils.interpolation.ScaledRegularGridInterpolator.html
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.utils.interpolation.interpolate_profile.html b/docs/dev/api/gammapy.utils.interpolation.interpolate_profile.html
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diff --git a/docs/dev/api/gammapy.utils.interpolation.interpolation_scale.html b/docs/dev/api/gammapy.utils.interpolation.interpolation_scale.html
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diff --git a/docs/dev/api/gammapy.utils.random.InverseCDFSampler.html b/docs/dev/api/gammapy.utils.random.InverseCDFSampler.html
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--- a/docs/dev/api/gammapy.utils.random.InverseCDFSampler.html
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@@ -191,7 +191,7 @@
 
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index 84963e40b76..65590a8434f 100644
--- a/docs/dev/api/gammapy.utils.random.draw.html
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.utils.random.get_random_state.html b/docs/dev/api/gammapy.utils.random.get_random_state.html
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@@ -191,7 +191,7 @@
 
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--- a/docs/dev/api/gammapy.utils.random.normalize.html
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@@ -191,7 +191,7 @@
 
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index 56c3dae7e93..449f56c18c4 100644
--- a/docs/dev/api/gammapy.utils.regions.compound_region_to_regions.html
+++ b/docs/dev/api/gammapy.utils.regions.compound_region_to_regions.html
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diff --git a/docs/dev/api/gammapy.utils.regions.make_concentric_annulus_sky_regions.html b/docs/dev/api/gammapy.utils.regions.make_concentric_annulus_sky_regions.html
index 456480466a2..5584e6cb8e6 100644
--- a/docs/dev/api/gammapy.utils.regions.make_concentric_annulus_sky_regions.html
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.utils.regions.make_orthogonal_rectangle_sky_regions.html b/docs/dev/api/gammapy.utils.regions.make_orthogonal_rectangle_sky_regions.html
index 5870b33ff11..d167a366971 100644
--- a/docs/dev/api/gammapy.utils.regions.make_orthogonal_rectangle_sky_regions.html
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index d93d5ca8bfd..00da14a2560 100644
--- a/docs/dev/api/gammapy.utils.regions.region_to_frame.html
+++ b/docs/dev/api/gammapy.utils.regions.region_to_frame.html
@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.utils.regions.regions_to_compound_region.html b/docs/dev/api/gammapy.utils.regions.regions_to_compound_region.html
index 8b2280e1ff2..8a85b7add5e 100644
--- a/docs/dev/api/gammapy.utils.regions.regions_to_compound_region.html
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.utils.scripts.get_images_paths.html b/docs/dev/api/gammapy.utils.scripts.get_images_paths.html
index 5359a1c3c6c..d81424f954e 100644
--- a/docs/dev/api/gammapy.utils.scripts.get_images_paths.html
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@@ -191,7 +191,7 @@
 
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index 471c5377e38..23badcd6173 100644
--- a/docs/dev/api/gammapy.utils.scripts.make_path.html
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@@ -191,7 +191,7 @@
 
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index 3c5805518ef..82667d189f4 100644
--- a/docs/dev/api/gammapy.utils.scripts.read_yaml.html
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diff --git a/docs/dev/api/gammapy.utils.scripts.recursive_merge_dicts.html b/docs/dev/api/gammapy.utils.scripts.recursive_merge_dicts.html
index dbf61fa01c3..9374b9b4b39 100644
--- a/docs/dev/api/gammapy.utils.scripts.recursive_merge_dicts.html
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@@ -191,7 +191,7 @@
 
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index 3537e53f4f3..992c2328c0e 100644
--- a/docs/dev/api/gammapy.utils.scripts.write_yaml.html
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.utils.table.hstack_columns.html b/docs/dev/api/gammapy.utils.table.hstack_columns.html
index b2d2cda1de4..c77ff19674d 100644
--- a/docs/dev/api/gammapy.utils.table.hstack_columns.html
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.utils.table.table_from_row_data.html b/docs/dev/api/gammapy.utils.table.table_from_row_data.html
index 29718f7febd..0186e98884f 100644
--- a/docs/dev/api/gammapy.utils.table.table_from_row_data.html
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diff --git a/docs/dev/api/gammapy.utils.table.table_row_to_dict.html b/docs/dev/api/gammapy.utils.table.table_row_to_dict.html
index a7f7f4761a3..8b895eae9cd 100644
--- a/docs/dev/api/gammapy.utils.table.table_row_to_dict.html
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.utils.table.table_standardise_units_copy.html b/docs/dev/api/gammapy.utils.table.table_standardise_units_copy.html
index 07fbf4901ab..fc8c938010b 100644
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.utils.table.table_standardise_units_inplace.html b/docs/dev/api/gammapy.utils.table.table_standardise_units_inplace.html
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--- a/docs/dev/api/gammapy.utils.table.table_standardise_units_inplace.html
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.utils.testing.Checker.html b/docs/dev/api/gammapy.utils.testing.Checker.html
index 23ce1bd1707..1cf3fe4c6be 100644
--- a/docs/dev/api/gammapy.utils.testing.Checker.html
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.utils.testing.assert_quantity_allclose.html b/docs/dev/api/gammapy.utils.testing.assert_quantity_allclose.html
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--- a/docs/dev/api/gammapy.utils.testing.assert_quantity_allclose.html
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.utils.testing.assert_skycoord_allclose.html b/docs/dev/api/gammapy.utils.testing.assert_skycoord_allclose.html
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--- a/docs/dev/api/gammapy.utils.testing.assert_skycoord_allclose.html
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.utils.testing.assert_time_allclose.html b/docs/dev/api/gammapy.utils.testing.assert_time_allclose.html
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@@ -191,7 +191,7 @@
 
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.utils.testing.requires_dependency.html b/docs/dev/api/gammapy.utils.testing.requires_dependency.html
index ba0eca97c00..4b4a4f3fbec 100644
--- a/docs/dev/api/gammapy.utils.testing.requires_dependency.html
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.utils.time.absolute_time.html b/docs/dev/api/gammapy.utils.time.absolute_time.html
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diff --git a/docs/dev/api/gammapy.utils.time.time_ref_from_dict.html b/docs/dev/api/gammapy.utils.time.time_ref_from_dict.html
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.utils.time.time_ref_to_dict.html b/docs/dev/api/gammapy.utils.time.time_ref_to_dict.html
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.utils.time.time_relative_to_ref.html b/docs/dev/api/gammapy.utils.time.time_relative_to_ref.html
index 11eade975cd..805e6d87192 100644
--- a/docs/dev/api/gammapy.utils.time.time_relative_to_ref.html
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.utils.units.standardise_unit.html b/docs/dev/api/gammapy.utils.units.standardise_unit.html
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.utils.units.unit_from_fits_image_hdu.html b/docs/dev/api/gammapy.utils.units.unit_from_fits_image_hdu.html
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--- a/docs/dev/api/gammapy.utils.units.unit_from_fits_image_hdu.html
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.visualization.MapPanelPlotter.html b/docs/dev/api/gammapy.visualization.MapPanelPlotter.html
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.visualization.annotate_heatmap.html b/docs/dev/api/gammapy.visualization.annotate_heatmap.html
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.visualization.colormap_hess.html b/docs/dev/api/gammapy.visualization.colormap_hess.html
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.visualization.colormap_milagro.html b/docs/dev/api/gammapy.visualization.colormap_milagro.html
index e36bae9b9e3..cb63228da5b 100644
--- a/docs/dev/api/gammapy.visualization.colormap_milagro.html
+++ b/docs/dev/api/gammapy.visualization.colormap_milagro.html
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diff --git a/docs/dev/api/gammapy.visualization.plot_contour_line.html b/docs/dev/api/gammapy.visualization.plot_contour_line.html
index 5d0659af9d1..fbf5a2f15cb 100644
--- a/docs/dev/api/gammapy.visualization.plot_contour_line.html
+++ b/docs/dev/api/gammapy.visualization.plot_contour_line.html
@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.visualization.plot_distribution.html b/docs/dev/api/gammapy.visualization.plot_distribution.html
index f0f8807015d..b6a350ddf7a 100644
--- a/docs/dev/api/gammapy.visualization.plot_distribution.html
+++ b/docs/dev/api/gammapy.visualization.plot_distribution.html
@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.visualization.plot_heatmap.html b/docs/dev/api/gammapy.visualization.plot_heatmap.html
index 351f5736b7a..5bb81ded110 100644
--- a/docs/dev/api/gammapy.visualization.plot_heatmap.html
+++ b/docs/dev/api/gammapy.visualization.plot_heatmap.html
@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.visualization.plot_map_rgb.html b/docs/dev/api/gammapy.visualization.plot_map_rgb.html
index 969c6bf9072..0ce1554793d 100644
--- a/docs/dev/api/gammapy.visualization.plot_map_rgb.html
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@@ -191,7 +191,7 @@
 
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index 16f91b8b27d..15826610617 100644
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.visualization.plot_spectrum_datasets_off_regions.html b/docs/dev/api/gammapy.visualization.plot_spectrum_datasets_off_regions.html
index c3aebf8158a..4f8a2ff002f 100644
--- a/docs/dev/api/gammapy.visualization.plot_spectrum_datasets_off_regions.html
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/api/gammapy.visualization.plot_theta_squared_table.html b/docs/dev/api/gammapy.visualization.plot_theta_squared_table.html
index 2e972a1f0c6..4fffb46d7f8 100644
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@@ -191,7 +191,7 @@
 
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index 5d67f80d8d9..bf306019ca6 100644
--- a/docs/dev/development/dependencies.html
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@@ -191,7 +191,7 @@
 
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index b5cfa886685..ac52292304f 100644
--- a/docs/dev/development/dev_howto.html
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/development/intro.html b/docs/dev/development/intro.html
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--- a/docs/dev/development/intro.html
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--- a/docs/dev/development/pigs/index.html
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@@ -191,7 +191,7 @@
 
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@@ -191,7 +191,7 @@
 
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@@ -191,7 +191,7 @@
 
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@@ -191,7 +191,7 @@
 
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@@ -191,7 +191,7 @@
 
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@@ -191,7 +191,7 @@
 
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/development/pigs/pig-023.html b/docs/dev/development/pigs/pig-023.html
index ebc19d0a650..0a3f805d10c 100644
--- a/docs/dev/development/pigs/pig-023.html
+++ b/docs/dev/development/pigs/pig-023.html
@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/development/pigs/pig-024.html b/docs/dev/development/pigs/pig-024.html
index 8670dc13db5..467a2079157 100644
--- a/docs/dev/development/pigs/pig-024.html
+++ b/docs/dev/development/pigs/pig-024.html
@@ -191,7 +191,7 @@
 
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index d52be2cf3dd..2b4d11bcd79 100644
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/development/release.html b/docs/dev/development/release.html
index d47eeef79f4..9b8f5603024 100644
--- a/docs/dev/development/release.html
+++ b/docs/dev/development/release.html
@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/development/setup.html b/docs/dev/development/setup.html
index aa882abacb2..24196adcb5e 100644
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diff --git a/docs/dev/index.html b/docs/dev/index.html
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--- a/docs/dev/index.html
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@@ -283,7 +283,7 @@
 

 

 
Gammapy#

-
Date: Oct 17, 2023 Version: 1.2.dev694+gc0f028911

+
Date: Oct 17, 2023 Version: 1.2.dev705+g675ede9a3

 
Useful links:
 Web page |
 Recipes  |
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diff --git a/docs/dev/release-notes/v1.0.1.html b/docs/dev/release-notes/v1.0.1.html
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--- a/docs/dev/release-notes/v1.0.1.html
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/release-notes/v1.0.html b/docs/dev/release-notes/v1.0.html
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/release-notes/v1.1.html b/docs/dev/release-notes/v1.1.html
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--- a/docs/dev/release-notes/v1.1.html
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@@ -191,7 +191,7 @@
 
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diff --git a/docs/dev/release-notes/v1.2.html b/docs/dev/release-notes/v1.2.html
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--- a/docs/dev/release-notes/v1.2.html
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@@ -189,7 +189,7 @@
 
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diff --git a/docs/dev/search.html b/docs/dev/search.html
index d76fb6ce5ea..057b163ca2b 100644
--- a/docs/dev/search.html
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diff --git a/docs/dev/searchindex.js b/docs/dev/searchindex.js
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--- a/docs/dev/searchindex.js
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,343,345,346,347,349,350,352,386,390,392,395,402,408,409,413,415,416,418,419,441,443,445,456,458,504],"z\u00e9":378,A:[19,20,26,28,29,30,31,32,35,36,37,39,40,78,79,82,83,84,85,86,91,92,93,94,96,99,100,106,107,114,118,119,162,163,164,165,166,167,169,170,171,172,173,174,175,176,177,180,181,182,183,184,185,186,187,188,189,190,191,192,193,194,196,197,198,199,200,201,202,203,204,206,208,209,210,211,212,213,214,215,216,217,220,221,222,223,225,226,227,228,229,230,232,233,234,235,237,238,244,245,252,257,266,310,311,312,314,315,322,324,326,327,329,330,331,332,333,334,335,336,337,338,339,340,342,344,345,346,347,348,349,358,360,364,365,366,367,368,371,373,374,377,378,379,380,382,384,386,387,390,392,394,398,400,401,403,406,407,408,409,411,412,413,414,415,416,417,418,419,421,422,423,424,426,430,431,433,441,442,443,445,446,454,455,457,458,461,498,499,502,503,506],AND:[417,418],And:[240,321,324,339,341,347,351,386,387,388,390,391,398,401,403,408,413,414,416,417,419,421,423,429,430,431],As:[79,257,280,321,322,324,329,333,334,335,337,339,347,348,349,356,361,380,386,387,390,391,392,394,395,396,400,401,402,406,407,408,411,412,413,414,416,419,422,424,429,431,445,454,506],At:[224,335,338,347,348,350,364,401,416,421,450,502],But:[321,326,329,335,340,348,350,353,356,380,390,391,414,421,429,433,504],By:[19,20,26,50,63,79,82,85,93,94,96,99,100,105,121,122,123,124,125,126,127,128,130,132,134,135,136,137,138,143,146,153,161,163,164,165,167,173,176,177,182,183,185,186,189,190,191,192,193,196,197,199,203,204,206,210,211,212,214,215,216,220,221,222,225,226,227,228,229,230,232,233,236,237,318,321,347,348,365,366,368,401,402,414,416,430,452,456,461,462,463,507],For:[11,28,29,30,31,32,35,36,37,39,40,42,78,82,83,84,85,88,91,93,94,96,99,100,102,105,106,107,108,109,112,113,114,123,124,125,130,135,138,147,151,162,163,164,165,167,168,169,170,171,172,173,174,175,176,177,179,182,183,184,185,186,187,189,190,191,193,194,196,197,198,199,200,201,202,204,210,211,212,213,214,216,217,221,222,223,225,226,228,229,230,232,236,237,246,249,251,256,260,320,321,322,324,326,327,329,330,331,332,333,334,335,336,337,338,340,341,342,344,346,347,348,349,350,351,352,353,354,356,358,361,362,363,365,366,367,368,371,378,382,384,386,387,388,390,391,392,393,394,395,396,398,399,400,401,403,405,406,407,408,411,412,413,414,415,416,417,418,419,421,422,423,426,429,430,431,433,440,441,443,445,455,457,458,462,467,499,503,504,506,507,508],IN:[86,92,209],If:[19,20,26,28,29,30,31,32,35,36,37,39,40,45,76,78,79,80,81,82,83,85,87,94,96,98,99,100,101,105,106,107,108,110,112,114,117,118,123,124,125,130,133,135,138,140,142,143,146,148,149,152,153,156,157,158,159,162,163,164,165,166,167,168,169,170,171,172,173,175,176,177,179,180,182,183,184,185,186,187,188,189,190,191,192,193,194,195,196,197,198,199,200,201,202,203,204,206,208,209,210,211,212,213,214,215,216,217,220,221,222,223,224,225,226,227,228,229,230,232,233,234,235,236,237,238,256,257,269,270,308,310,314,315,316,317,321,322,323,324,326,328,329,334,335,337,338,339,342,343,344,346,347,349,350,351,352,353,354,355,356,360,361,362,379,380,381,386,387,388,390,392,393,395,398,400,402,405,406,407,408,409,412,413,414,415,416,417,418,419,421,422,423,431,443,445,452,456,458,463,465,478,504,505,506,507],In:[15,28,29,30,31,32,35,36,37,39,40,65,79,82,83,85,87,93,95,107,123,142,163,165,171,172,177,180,270,321,324,326,327,328,329,330,331,332,333,334,335,336,337,338,339,341,342,343,344,345,346,347,348,349,350,352,353,356,361,362,363,364,365,366,367,368,371,382,384,386,387,388,390,391,392,393,394,396,398,399,401,402,403,405,406,407,408,409,411,412,413,414,415,416,417,418,419,422,423,429,430,431,441,443,445,450,453,454,455,457,458,459,461,462,467,480,499,502,503,504,505,506,507,508],Is:[163,175,335,458],It:[15,19,20,26,27,28,29,30,31,32,35,36,37,39,40,85,94,96,99,100,106,118,123,127,133,134,135,136,138,149,152,156,157,160,164,165,167,172,173,176,177,182,183,186,189,190,191,192,193,197,201,203,204,206,210,212,214,220,224,225,227,228,229,230,233,237,248,249,250,265,272,277,300,321,322,324,326,327,328,329,330,331,332,333,334,335,336,337,338,339,340,341,342,343,345,346,347,348,350,351,357,361,362,363,364,368,371,373,374,375,380,382,384,386,391,396,399,402,405,409,412,413,414,415,416,417,419,421,422,423,424,429,430,431,433,434,441,444,445,449,450,454,458,471,474,475,477,478,482,483,485,486,487,488,501,502,503,504,505,506,508],Its:[123,333,347,348,371,373,403,407,430,447,448,449,451],NOT:[417,445],No:[28,29,30,31,32,35,36,37,39,40,81,332,342,345,346,379,381,385,403,412,414,416,424,431],Not:329,ON:[94,96,99,113,146,153,154,155,161,319,327,373,386,390,393,396,400,406,407,409,414,415,445,454,503,505,507],OR:[94,99,413,417,418],Of:[321,324,356,398,413,416,422,504,507],On:[59,141,147,148,151,250,321,322,327,329,336,337,349,352,353,354,375,386,398,399,414,426,506],One:[31,32,37,57,58,59,60,61,62,63,64,65,66,68,69,70,71,72,73,74,75,76,77,93,94,96,99,100,188,209,276,321,322,327,329,330,331,332,335,337,338,339,347,384,387,391,396,406,415,416,417,429,431,454,458,480,504,506],Ones:257,Or:[322,340,341,353,391,398,413,416,421,422,443],Such:[333,449],That:[19,20,179,180,182,185,186,189,190,191,192,193,194,196,197,198,199,200,201,202,203,204,206,213,214,215,216,217,220,221,222,223,225,228,229,230,235,237,321,322,326,335,338,341,414,431,504],The:[11,15,19,20,23,26,27,28,29,30,31,32,35,36,37,39,40,52,53,57,59,62,67,76,78,79,80,81,82,83,84,85,86,87,88,92,94,96,97,98,99,100,102,105,106,107,108,109,110,112,114,118,119,121,122,123,124,125,126,127,128,130,132,133,134,135,136,137,138,139,143,147,152,153,156,157,160,161,162,163,164,165,166,167,169,172,173,174,175,176,177,179,181,182,183,184,185,186,188,189,190,191,192,193,194,195,196,197,198,199,200,201,202,203,204,206,209,210,211,212,213,214,215,216,217,220,221,222,223,224,225,226,227,228,229,230,232,233,235,236,237,239,240,244,245,246,249,250,251,257,269,274,289,292,305,306,308,310,311,312,314,315,316,317,318,320,321,322,323,324,325,326,328,329,330,331,332,333,334,335,336,337,338,339,340,341,342,343,344,345,346,347,348,349,352,353,354,357,360,361,363,364,365,366,367,368,371,373,374,375,379,380,381,382,383,384,386,387,388,390,391,392,393,394,395,396,398,400,401,402,403,405,406,407,408,409,411,412,413,415,416,417,418,419,421,422,423,424,426,429,430,431,433,434,435,436,440,441,443,444,445,447,448,449,450,451,452,453,455,456,457,458,459,461,463,465,466,467,470,476,478,479,480,489,499,501,502,503,504,505,506,507,508,509],Their:417,Then:[65,94,98,99,324,326,331,334,336,337,338,339,345,387,390,398,399,401,405,406,414,417,419,430],There:[45,82,85,118,321,322,326,327,328,330,335,336,337,338,339,340,341,342,345,348,350,353,379,400,403,411,412,413,414,415,417,418,423,433,441,442,458],These:[88,169,239,321,322,326,327,332,334,335,336,337,341,342,347,363,365,366,367,371,379,384,399,401,408,411,413,416,419,423,426,433,450,455,457,458,505,506,507],To:[19,20,26,28,29,30,31,32,35,36,37,39,40,82,85,92,105,108,112,163,164,165,167,173,175,176,177,182,183,186,190,191,192,193,197,203,204,206,210,212,214,215,216,220,225,227,228,229,230,233,235,237,239,311,312,323,324,328,329,332,333,334,336,337,342,343,344,345,346,347,350,351,353,355,356,357,361,362,363,366,367,371,373,379,380,382,384,386,387,388,390,391,392,393,395,396,398,400,401,402,403,405,406,407,408,412,413,414,415,416,417,418,419,421,422,426,429,431,441,442,443,446,450,452,454,455,461,502,504,505,506],Will:322,With:[79,321,330,331,347,367,380,441,506],_0:[50,51],_1:[96,100,442],_2:[96,100],_:[94,99,110,197,216,321,335,345,347,393,396,411,412,414,417,418,441,454],__:[57,62,349],__all__:321,__array__:257,__array_ufunc__:[401,408,424,492],__attributes__:[82,85],__call__:[17,18,19,20,21,22,24,25,26,27,28,29,30,31,32,33,35,36,37,39,40,182,183,184,185,186,187,189,190,191,192,193,194,196,197,198,199,200,201,202,203,204,206,210,211,212,213,214,215,216,217,220,221,222,223,224,225,226,227,228,229,230,232,233,235,236,237,238,269,327,332,367],__class__:[321,345,411,439],__dict__:[16,321],__enter__:300,__eq__:373,__exit__:300,__fields__:348,__fields_set__:16,__getitem__:[331,332,333],__init__:[172,236,321,327,333,345,382],__len__:331,__main__:[219,321,428,504],__name__:[321,396,406,407,408,411,428,439,504],__neq__:373,__repr__:[321,366,380],__str__:[321,333,348,363],__subclasses__:411,__version__:355,_build:[322,350],_check_interv:384,_compute_flux_spati:371,_contributor:347,_covari:[188,209],_data:345,_dom_class:[398,405,416,429,430],_energy_t:345,_errn:[108,109,112],_errp:[108,109,112],_evaluate_timevar_sourc:384,_f_cash_root_cython:255,_factr:414,_fields_set:16,_i:110,_k:[94,99,441],_l:441,_lat:321,_lon:321,_map:314,_model:106,_new_attribut:321,_old_attribut:321,_parameter_units_for_data_unit:[28,29,30,31,32,35,36,37,39,40],_phi:321,_propagate_error:370,_reco:321,_repr_html_:321,_row_index:67,_sample_coord_time_energi:384,_scan:414,_time_group:345,_time_t:345,_true:321,_wc:468,a_:[96,100,126,447,450,506],a_off:506,a_on:506,aa:[82,85,257,347],aaguasca:382,ab:[28,30,31,32,33,35,36,37,38,39,40,50,52,53,57,58,60,61,63,79,83,102,108,126,177,180,206,239,240,250,411,412],abc:[18,56,86,91,92,104,145,162,167,168,171,181,188,209,415],abcmeta:415,abdalla2018:[454,455,503],abeysekara:59,abil:345,abl:[28,29,30,31,32,35,36,37,39,40,331,336,339,387,405,406,407,426,504],about:[11,13,122,126,196,201,280,321,324,326,330,337,338,340,341,342,346,347,349,350,353,355,356,375,376,380,381,382,388,394,395,396,399,400,401,412,416,419,422,430,431,433,441,442,504,507],abov:[29,52,53,79,105,107,110,113,114,118,141,310,312,321,322,327,330,331,333,335,337,338,339,340,341,345,352,353,356,386,400,401,402,403,406,409,414,415,416,417,419,421,422,423,429,439,441,442,449,458,503,504,505,506,507],abramowski:126,abruptli:[321,346],abs_path:265,absenc:[336,393,396,415,417,454,505],absolut:[78,85,97,169,261,280,299,303,443],absolute_tim:508,absopt:339,absorb:[237,331,344,378,470],absorbedspectralmodel:[365,378],absorbt:344,absorpt:[190,339,368,378,459,490],abstractsetintstr:16,acada:347,accept:[28,29,30,31,32,35,36,37,39,40,79,82,85,96,97,100,141,161,163,164,165,167,175,176,177,188,209,245,319,325,326,327,328,329,330,333,334,335,337,338,339,340,341,342,344,346,347,348,372,376,384,386,391,392,393,396,400,402,413,416,422,424,441,457,462,480,505,506],acceptance_off:[96,97,100,141,151,333,386,387,390,393,396,441,506],access:[28,29,30,31,32,35,36,37,39,40,56,58,60,61,63,64,65,78,79,82,85,94,133,139,162,163,172,175,250,265,321,329,330,331,332,334,337,345,350,352,360,361,368,375,376,378,379,384,388,390,391,392,398,412,414,418,419,421,424,429,430,431,440,445,456,457,458,502],accessor:416,accident:[422,504],accord:[15,28,29,30,31,32,35,36,37,39,40,53,70,82,85,94,96,99,100,102,106,124,133,141,163,169,180,256,310,331,332,335,336,339,345,347,365,374,396,406,413,415,419,426,441],accordingli:[333,347,362,368,417],account:[94,96,99,100,105,143,158,188,209,224,244,245,250,297,329,334,337,345,347,367,386,387,392,396,398,403,408,409,414,415,417,430,441,443,505,506],accur:[339,381,398,414,452],accuraci:[335,414,445],aceptance_off:333,acero:[339,361,363,365,368,371,373,378,380],achiev:[102,141,311,312,321,330,331,332,333,334,335,337,344,347,368,416,419,455],acknowledg:[324,347,357],acquir:356,acquisit:503,across:[28,29,30,31,32,35,36,37,39,40,92,102,135,138,321,330,333,350,408,418,422,441,457,465,503],act:[85,337,418,467],action:[141,326,331,337,347,350,371],activ:[85,250,324,338,351,352,354,355,356,365,382,445],actual:[139,154,297,298,299,320,321,322,326,330,332,334,336,337,345,346,348,349,393,402,405,407,413,414,415,416,417,422,423,430,431,452,454,503,504,506,508],ad:[28,29,30,31,32,35,36,37,39,40,41,59,78,79,82,85,94,96,99,100,107,164,165,167,172,173,176,177,321,322,324,326,327,329,330,331,333,334,335,336,337,338,340,341,345,347,360,361,362,364,365,366,368,371,373,375,376,377,378,379,380,381,382,384,392,398,399,415,418,419,423,441,458,507],adapt:[102,141,179,330,331,334,335,340,341,343,344,347,349,356,361,362,364,365,366,368,369,371,374,377,378,380,382,384,413,416,417,455],adaptiveringbackgroundestim:[151,327],adaptiveringbackgroundmak:[144,365,455],adass:341,add:[13,15,16,28,29,30,31,32,35,36,37,39,40,41,42,43,44,75,82,85,91,95,106,107,121,122,123,127,128,132,134,136,143,164,165,167,173,176,177,188,209,224,256,318,320,321,322,324,326,329,330,331,333,334,335,336,337,338,339,340,341,344,345,347,349,359,360,361,362,363,364,365,366,367,368,371,372,373,375,376,377,378,379,380,381,382,383,384,386,387,393,398,399,401,405,406,409,413,416,417,419,421,424,431,435,436,445,458,472,504,507],add_artist:[419,461,462],add_cbar:[94,96,99,100,107,121,122,123,126,127,128,132,133,134,136,164,165,167,173,176,177,394,395,396,398,400,401,405,409,411,413,415,416,418,419,422,423,424,429,430,458,460,461,462,465,466,468],add_column:[82,85],add_enabled_unit:[386,393,395,398,400,405,408,421],add_index:[82,85],add_loc:321,add_row:[82,85],addit:[19,20,26,82,85,94,96,99,100,105,108,137,164,165,167,170,173,176,177,182,183,186,190,191,192,193,197,203,204,206,210,212,214,215,216,220,225,227,228,229,230,233,237,321,324,325,326,330,331,332,333,335,336,337,338,340,341,342,345,346,347,348,349,350,351,352,353,354,362,363,365,367,368,371,372,379,380,382,384,388,392,403,409,412,413,414,416,418,419,421,422,430,431,441,443,445,457,458,501,507],addition:[333,413,414,416,418,419],address:[330,333,334,335,337,347,444],adequ:172,adher:324,adjac:[169,371,454],adjust:[16,65,164,165,167,173,176,177,330,332,344,391,413,419,429,452],admit:341,adonath:327,adopt:[37,334,337,342,392,401,402,411],adsab:[28,30,31,32,33,35,36,37,38,39,40,50,52,53,57,58,60,61,79,83,102,108,126,206,239,240,250],adult:321,advanc:[333,337,338,341,352,416,445,503,504],advantag:[329,335,338,345,371,416,480,504],advanteg:333,advertis:349,advic:[321,347],advis:[322,347,414,426],advoc:321,aeff2d:125,aeff:[16,78,82,83,96,100,126,139,152,159,331,333,334,367,368,387,390,391,392,395,396,398,400,407,415,421,423,424,429,430,447,452,454,455,503],aeff_2d:[78,82,126,421,424],aeff_default:16,aeff_perc:[152,387,390,391,400,407,415,423,454],aegi:190,af:317,affect:[321,329,333,335,346,362,363,374,383],affili:[335,347,382],afmhot:[418,431],aforement:347,after:[45,50,51,52,53,85,92,94,96,99,135,138,250,269,280,303,306,321,324,326,329,330,332,334,335,336,337,339,340,341,343,344,345,346,347,348,349,350,351,356,360,367,369,370,371,373,379,381,382,383,388,398,407,414,416,418,421,423,424,445,504,508],ag:[20,45,50,51,52,53,54,261,321,435],again:[94,96,99,100,135,324,331,333,335,337,342,348,351,366,367,370,377,382,388,390,391,398,402,403,416,419,422,429,431,458,504],against:[121,122,123,126,127,128,132,134,136,137,163,164,165,167,172,173,175,176,177,180,322,324,338,344,350,412,422,429,440,443],agent:337,aggreg:348,agil:334,agn:[335,390,406,408,421],agnost:414,ago:328,agre:[166,169,324,326,335,347],agreement:[321,324,342,409],aguasca:[373,382,383,384],ahead:[335,360],ahelp:179,aim:[330,331,347,398,401,411,433,503],air:421,ait:[163,164,165,428],aitoff:335,aka:431,al:[26,33,59,126,190,249,250,331,394,433,503],albert2007:503,albert:503,alexi:[368,371],algorithm:[28,29,30,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,334,373,422,503],colleagu:[324,504],collect:[86,92,168,171,181,188,209,321,323,348,350,378,379,391,413,418,433,442,446,450,503,508],collis:50,colnam:[82,85,164,165,167,173,176,177,422,431],color:[93,99,100,121,122,177,310,311,312,318,322,386,388,390,391,392,393,394,396,398,400,403,406,409,411,414,418,424,445,454,458,461,462,480],colorbar:[107,123,127,128,132,134,136,315,414,416],colorblind10:445,colorblind:445,colormap:[310,311,312,359,372,431],colormap_hess:[342,509],colormap_milagro:509,colour:382,column:[41,46,47,56,79,82,85,95,106,107,110,118,121,122,123,147,164,165,166,167,168,169,173,174,176,177,235,250,291,293,294,295,314,315,318,319,321,334,336,345,382,384,386,401,402,409,412,416,419,421,442,445],column_prefix:169,columnclass:[82,85],columnspac:318,com:[19,20,26,64,182,183,186,190,191,192,193,197,203,204,206,210,212,214,215,216,220,225,227,228,229,230,233,237,277,278,289,321,324,341,346,349,350,353,378,508],combin:[91,93,94,96,99,100,152,159,164,165,167,172,173,176,177,183,224,321,327,331,332,333,334,335,336,341,344,352,364,379,384,388,393,398,399,405,408,413,414,415,417,419,423,430,431,433,435,445,452,457,472,502,503],combined_ev:442,combining_and_defin:[386,393,395,398,400,405,408,421],come:[67,324,327,328,329,330,331,335,336,337,338,340,341,346,348,349,350,367,368,371,380,381,384,390,398,405,419,421,429,504],comma:[69,70,71,72,73,74,75,76,412],command:[6,13,87,93,107,127,132,134,136,320,322,324,329,330,332,337,338,350,351,352,353,354,355,361,365,376,379,380,382,401,444,502],commensur:177,comment:[107,321,322,326,330,334,335,337,338,340,342,344,346,347],commit:[321,324,329,335,346,347,358,359,382],committe:[326,328,346,347],commod:347,common:[88,320,321,322,324,326,327,335,337,341,342,344,345,347,353,355,356,371,373,391,392,403,412,417,419,429,430,433,440,443,444,458,462,504],commonli:[29,79,335,339,380,403,433,501,502,504,506,509],commun:[337,343,347,349,351,357,424],comp:412,compact:[82,85],compar:[82,85,108,109,112,121,122,123,126,127,128,132,134,136,137,163,164,165,167,172,173,175,176,177,179,321,335,338,341,368,384,386,387,390,394,398,403,405,407,412,414,415,422,429,440,503,505],comparison:[81,82,85,92,112,121,122,123,126,127,128,132,134,136,137,163,164,165,167,169,172,173,175,176,177,280,376,435],compat:[28,29,30,31,32,35,36,37,39,40,82,85,164,165,167,176,177,195,326,328,332,335,344,346,348,356,359,361,363,380,416,457],compil:[324,372],complain:324,complaint:339,complement:341,complet:[13,280,321,327,331,332,333,334,335,338,339,341,345,346,347,358,360,361,362,363,364,365,366,367,368,371,373,376,377,378,379,380,381,398,402,414,426,445,450],complex:[321,322,327,331,335,336,337,343,345,356,387,390,400,402,408,413,416,417,419,422,454],complianc:[347,382],compliant:[139,164,165,167,176,177,503],complic:[335,458],compon:[15,28,29,30,31,32,35,36,37,39,40,65,76,77,83,94,95,96,99,100,112,137,140,172,210,224,239,332,333,334,337,343,344,361,365,367,371,379,380,391,392,393,395,398,399,400,401,402,405,406,407,412,413,418,419,421,422,429,430,433,441,443,445,458,460,461,462,463,464,465,466,467,468,470,471,472,473,474,475,476,477,478,479,480,481,482,483,484,485,486,487,488,489,491,492,493,494,495,496,497,498,499,501,503],component_1:332,component_2:332,component_class:412,components_model:76,components_statu:65,compos:[28,29,30,31,32,35,36,37,39,40,327,347],composit:[57,68,76,268,347,378],compound:[172,183,281,285,335,344,403,459,490],compoundmodel:[28,29,30,31,32,35,36,37,39,40,373],compoundpixelregion:285,compoundskymodel:332,compoundskyregion:[281,285],compoundsourcemodel:332,compoundspectralmodel:[219,344,384,419,422,470,472,476,479,481,484,489],compress:329,compris:423,compromis:[321,326,334],compton:[210,367,480],compulsori:419,comput:[19,20,23,26,28,29,30,31,32,33,34,35,36,37,38,39,40,79,80,81,83,87,92,93,94,96,99,100,102,105,106,107,108,109,111,112,113,114,115,116,118,121,122,123,124,125,126,127,128,130,132,133,134,135,136,137,138,141,152,153,155,158,159,161,163,164,165,167,169,172,173,175,176,177,179,182,183,186,190,191,192,193,197,201,203,204,206,210,212,214,215,216,220,225,227,228,229,230,233,235,237,239,240,244,245,248,249,250,255,260,261,264,321,330,331,332,333,334,335,336,339,341,342,343,344,345,350,352,353,357,359,361,362,363,364,367,368,370,371,372,374,376,377,378,379,380,381,382,383,384,387,392,394,398,399,402,403,406,407,409,411,413,415,418,419,422,423,424,429,431,433,441,443,445,450,454,480,502,503,504,505,506,507,508],computation:[28,29,30,31,32,35,36,37,39,40,179,334,335,441],compute_chisq:378,compute_differential_jfactor:23,compute_errn:[244,245,382,506],compute_errp:[244,245,506],compute_fpp:115,compute_fvar:[116,249],compute_jfactor:[23,411],compute_lima_map:367,compute_npr:334,compute_upper_limit:[244,245],con:[321,337],concaten:[79,81,86,166,169,333,337,343,384],concentr:282,concept:[341,342,348,357,411,416,446],conception:[334,343],concern:[324,326,335,337,338,340,342,344,347,371,381,423,506],conclud:330,concret:[338,341],conda:[320,324,328,329,338,341,346,349,350,352,353,354,355,356,361,363,379,380,504],condit:[52,53,120,181,188,209,345,368,393,402,412,417,418,423,441,450],conduct:[382,408],cone:[85,335,391,429,430,445],conesearch:337,conf:[82,85,321,322,350,362,377],conf_1d:406,conf_3d:406,conf_max:180,conf_min:180,confid:[105,179,180,244,245,332,339,362,367,381,503,506],confidence_opt:179,config:[15,16,102,104,105,108,109,111,112,113,114,320,322,327,329,330,337,338,341,348,352,354,364,365,366,371,379,391,398,429,501],config_dict:429,config_joint:398,config_paramet:[102,104,105,108,109,111,112,113,114],config_stack:398,config_str:16,configpars:377,configur:[11,15,16,46,82,85,93,99,100,109,321,322,324,330,332,336,337,341,342,348,350,356,364,366,367,371,373,382,384,390,392,400,401,402,421,426,444,450,503,504],confirm:324,conflict:[82,85,321,324,347],confluenc:424,conform:416,confus:[321,322,327,340],connect:[331,390,403,405,417,430,501],consant:[164,165,167,173,176,177],consciou:326,consecut:[149,280,321,346],consensu:[326,347],consent:321,consequ:[347,402,458],conserv:[441,465],consid:[19,20,59,156,157,158,159,165,177,180,182,185,186,189,190,191,192,193,194,196,197,198,199,200,201,202,203,204,206,210,213,214,215,216,217,220,221,222,223,225,228,229,230,235,237,317,326,327,332,333,335,336,337,338,339,340,341,343,347,387,390,392,398,401,402,417,442,450,507],consider:[337,361,371,379,398],consist:[71,85,88,106,107,124,125,135,138,164,165,167,176,177,196,199,321,331,332,334,335,336,341,348,364,365,366,367,368,375,379,380,382,384,391,392,393,394,405,408,414,415,416,419,429,478,480,505],consol:[321,504],consortium:[348,421],const3d:[28,29,30,31,32,35,36,37,39,40],const_norm:344,constant:[50,51,52,53,94,99,102,126,164,165,167,173,175,176,177,184,185,186,187,189,200,202,279,334,335,340,379,406,422,438,441,459,469,490,500,503,507],constant_model:491,constantmodel:381,constantnormspectralmodel:344,constantspatialmodel:[218,344,419,422,460],constantspectralmodel:[219,344,402,419,473],constanttemporalmodel:[231,344,364,419,491],constitu:[28,29,30,31,32,35,36,37,39,40],constitut:413,constrain:[28,29,30,31,32,35,36,37,39,40,347,395,399,415],constraint:[28,29,30,31,32,35,36,37,39,40,445],construct:[16,169,203,204,287,458,503],constructor:[162,163,164,165,167,169,172,173,174,175,176,177,384,430,456],consum:[414,445],contact:[323,328,330,347,355,357,360,361,362,376,379],contain:[13,19,20,26,57,59,62,65,78,79,81,82,83,85,86,88,92,93,94,96,99,100,106,107,114,118,120,121,122,123,124,125,126,127,128,130,132,133,134,135,136,137,138,140,141,146,148,151,153,161,162,163,164,165,167,168,170,171,172,173,175,176,177,179,181,182,183,184,185,186,188,189,190,191,192,193,196,197,199,201,203,204,206,207,209,210,211,212,213,214,215,216,220,221,222,224,225,226,227,228,229,230,232,233,235,236,237,314,316,318,319,321,324,325,327,329,330,331,334,335,336,337,338,340,341,342,343,345,347,349,350,357,361,365,366,367,368,370,371,373,374,377,378,379,380,381,384,386,388,390,391,392,395,398,399,401,402,405,406,407,409,412,413,414,415,416,417,418,419,421,422,423,424,429,430,431,433,434,436,441,442,443,445,449,453,454,457,458,459,501,503,505,506,507],containment_correct:[16,94,96,99,153,390,391,392,395,396,398,400,406,407,409,413,415,429],containment_radiu:[127,132,134,135,136,138,386,413,417],containment_radius_map:[135,138],contains_pix:[162,163,172,175],contains_wcs_pix:172,contamin:[65,396,412,417,454],content:[164,165,167,173,176,177,288,321,324,326,330,336,341,348,350,365,374,379,387,416,417,421,423,442,445,456,457],content_typ:16,context:[82,85,181,188,209,300,321,336,347,350,416,435],contigu:[169,174,371],continu:[169,328,330,331,334,335,337,338,340,341,346,356,359,360,363,371,376,377,378,380,390,402,417,457,503],continuous_upd:[398,405,416,429,430],contour:[179,313,330,381],contour_:414,contour_alpha_amplitud:414,contour_alpha_beta:414,contour_beta_amplitud:414,contourf:177,contract:347,contrari:[322,329],contrast:[341,503],contrera:381,contribut:[92,188,195,209,224,317,321,323,330,335,343,345,350,357,360,371,373,375,415,446,480,501,504,505],contributes_to_stat:92,contributor:[321,324,341,350,358,369,370],control:[79,82,85,94,96,99,100,321,334,351,353,386,411,416,445,506],controversi:[321,326,327,341],conveni:[13,106,320,321,324,331,335,343,345,351,352,354,361,363,368,371,373,378,400,411,412,413,416,417,418,419,421,423,431,440,444,502],convent:[28,29,30,31,32,35,36,37,39,40,79,163,164,165,167,175,176,177,343,345,363,364,367,368,382,413,415,416,419,441,443,450,457,506],converg:[362,383,390,392,398,414,441,445,461],convers:[82,85,106,107,326,345,348,352,354,371,384,386,458],conversion_typ:[422,431],convert:[16,23,28,29,30,31,32,35,36,37,39,40,50,79,80,81,82,85,91,93,94,96,98,99,100,106,107,110,121,122,123,124,125,126,127,128,130,132,134,135,136,137,138,149,162,163,164,165,166,167,168,169,170,171,172,173,174,175,176,177,180,181,188,201,209,256,257,258,262,284,303,305,306,322,327,335,336,345,348,350,372,384,386,396,407,413,414,417,418,421,431,443,449,454,457,506,508],convert_bytestring_to_unicod:[82,85],convert_unicode_to_b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,82,85,175,181,321,324,326,328,329,335,338,339,347,348,363,406,409,414,415,416,417,418,419,429,441,443,466,467,504],event:[78,79,80,81,82,83,84,95,105,113,125,135,138,140,147,155,164,165,167,173,176,177,187,194,198,200,201,202,217,223,235,238,280,321,322,325,327,331,333,335,336,337,348,352,356,363,364,365,367,371,372,373,378,379,380,381,382,384,387,390,391,392,396,398,399,404,408,415,423,426,428,429,430,441,445,453,454,455,457,501,502,503,506],event_3fhl:431,event_class:[422,431],event_det_coord:95,event_fil:83,event_filt:84,event_filter_typ:84,event_id:[334,421,422,431,442],event_list:[79,321,322,334],event_list_meta:[95,366],event_sampl:[401,404],event_sampling_nrg_depend_model:[402,404],event_typ:[422,431],eventlist:[83,95,155,164,165,167,173,176,177,321,322,327,334,335,336,348,356,361,368,373,375,376,377,379,380,401,402,409,416,421,422,431,445,454],eventlistbas:84,eventlistdataset:380,eventlistlat:442,eventlistmetadata:348,events2:79,events_0001:401,events_1:442,events_2:442,events_3fhl:431,events_:401,events_bkg:334,events_gc_3fhl:431,events_list:334,events_new:445,events_path:[78,401],events_src:334,events_tot:334,events_vela:409,eventu:[321,326,337,340,341,356,419],ever:507,everi:[163,165,177,321,324,329,330,331,333,337,346,348,350,387,390,416,430,504],everyon:326,everyth:[321,339,340,445],everywher:[321,335,340,341,360],evid:412,evolut:[50,52,53,190,327,341,404,426,438,439,441,442,450,453,457,459],evolv:[28,29,30,35,36,39,40,50,52,53,190,338,341,348,402],evt_sampl:401,ex:[11,416,418,419],exact:[28,29,30,31,32,35,36,37,39,40,85,339,416,422],exactli:[102,105,108,112,114,169,316,392,407,409,417,422,441,458],exagger:312,examin:[347,449],exampl:[11,19,20,28,29,30,31,32,35,36,37,39,40,64,65,76,78,79,80,81,82,83,84,85,87,91,93,94,96,99,100,102,105,107,109,111,112,113,114,122,123,125,126,127,128,133,135,138,139,146,147,149,151,163,164,165,167,170,173,175,176,177,181,201,207,237,240,274,280,289,301,302,307,311,312,314,316,318,321,322,324,326,329,331,332,333,334,335,336,337,338,339,341,344,347,348,352,353,354,356,360,362,365,368,371,372,373,376,378,379,380,386,387,388,390,391,392,393,394,395,396,398,399,400,401,402,403,405,406,407,408,409,411,412,413,414,415,416,417,418,419,421,422,423,424,426,428,429,430,431,435,436,445,447,448,449,451,456,458,459,498,499,504,506,508,509],example_cub:416,example_cube_fgst:416,except:[65,67,76,82,85,94,96,99,100,142,164,165,167,173,176,177,257,318,321,332,336,340,353,418,458],excerpt:424,excess:[15,65,70,94,96,99,100,103,105,106,107,108,109,112,113,115,116,146,244,245,249,250,319,333,336,367,368,374,379,386,390,391,393,394,395,398,400,403,405,408,409,412,413,415,417,418,423,429,430,443,445],excess_estim:423,excess_estimator_integr:423,excess_integr:423,excess_map:[16,391,395,396,398,429],excess_map_estim:409,excess_matching_signific:[370,380],excess_min:120,excess_r:413,excessestim:345,excessmapconfig:16,excessmapestim:[103,345,367,368,369,371,374,396,398,409,417,423,443],excesspointsestim:345,excessprofileestim:[345,368],exchang:335,exclud:[16,93,94,95,96,99,100,111,147,149,181,188,209,327,383,415,417,454,455],exclude_default:16,exclude_non:16,exclude_unset:16,exclus:[16,79,141,143,148,149,150,151,154,163,175,327,335,337,367,369,387,395,398,415,452,454],exclusion_mask:[141,143,148,149,150,151,154,390,396,400,415,417,430,452,454,455],exclusion_mask_2d:415,exclusion_mask_crab:[391,429],exclusion_radiu:417,exclusion_region:390,exclusionmask:377,execut:[11,105,108,112,114,321,322,324,326,328,329,330,336,337,341,350,351,352,353,354,355,356,365,373,379,389,397,404,410,415,416,420,422,425,426,427,431,432,469,490,500,502],exercis:[324,337,341,347],exist:[11,28,29,30,31,32,35,36,37,39,40,42,79,82,83,85,91,92,93,94,96,98,99,100,106,107,151,162,163,164,165,167,168,171,172,173,175,176,177,306,321,324,326,329,330,332,333,334,335,337,338,340,341,342,344,345,347,348,352,353,356,357,360,364,365,379,380,382,384,394,396,413,417,419,422,442,457,458,505],exist_ok:[390,391,398,399,401,429,430],exit:[11,15,82,85,181,188,209,361,468,504],exot:338,exp:[21,28,29,30,31,32,35,36,39,40,126,194,197,204,215,216,228,322,344,408,419,462,463,470,474,475,476,477,486,487,488,492,493,494,507],expand:[112,287,331,371],expand_map:112,expans:[50,52,53],expcutoffpowerlaw3fglspectralmodel:[219,344,388,419,475],expcutoffpowerlaw:476,expcutoffpowerlawnormspectralmodel:[193,219,419,476],expcutoffpowerlawspectralmodel:[19,20,26,76,182,183,186,190,191,192,197,203,204,206,210,212,214,215,216,219,220,225,227,228,229,230,233,237,344,388,390,398,419,474,476,480],expdecai:[194,459,500],expdecay_model:[401,492],expdecaytemporalmodel:[231,344,367,371,401,408,419,492],expect:[28,29,30,31,32,35,36,37,39,40,96,100,106,151,156,157,160,175,244,245,246,248,251,256,280,321,326,334,336,337,338,341,346,348,386,387,392,393,394,396,401,402,406,411,414,416,417,422,424,441,443,505,506,507],expens:[28,29,30,31,32,35,36,37,39,40,390,402],experi:[324,326,330,332,336,350,379,433,503,508],experienc:330,experiment:[28,29,30,31,32,35,36,37,39,40,337,504],expert:341,expertis:338,expfactor:[229,230,487,488],expir:334,explain:[82,85,321,324,326,335,338,340,341,347,350,352,354,365,371,386,390,392,411,414,417,419,445,502,504],explan:[102,105,108,112,114,326,357,508],explicit:[82,85,163,165,321,337,339,345,457,508],explicitli:[19,20,26,28,29,30,31,32,35,36,37,39,40,121,122,123,126,127,128,132,134,136,137,182,183,186,190,191,192,193,197,203,204,206,210,212,214,215,216,220,225,227,228,229,230,233,237,257,331,343,351,361,402,418,457,508],explor:[164,165,167,173,176,177,329,337,356,390,395,398,403,404,406,407,412,413,418,423,424,429,431,441,442,443,445,453,454,457,501],explos:52,expomap:334,expon:[344,419],exponenti:[28,30,36,39,40,191,192,193,194,228,229,230,322,332,365,398,401,408,459,490],exponentialcutoffpowerlaw:480,expos:[6,28,29,30,31,32,35,36,37,39,40,330,335,336,337,340,341,416,426,443,444,502],exposur:[16,79,83,94,96,97,99,100,105,114,117,124,125,130,133,135,138,141,146,153,156,157,159,160,224,252,255,256,327,330,331,332,333,334,345,363,368,376,378,379,380,382,386,387,390,391,392,393,394,395,396,398,400,401,402,405,407,408,413,415,416,417,423,424,429,430,441,450,453,458,506],exposure_geom:[125,135],exposure_hdu:[124,125,130,135,138],exposure_hdu_band:[124,125,130,135,138],exposure_hpx:422,exposure_map:[124,125,130,135,138,156,157,160],exposure_max:413,exposure_min:413,exposure_tim:334,express:[105,244,245,332,344,345,396,414,419,441,457,463,505,506,507],exptest:377,extend:[15,19,20,26,70,82,85,86,92,141,166,169,174,177,182,183,186,190,191,192,193,197,203,204,206,209,210,212,214,215,216,220,225,227,228,229,230,233,237,328,332,333,334,335,341,343,344,345,348,352,364,366,371,389,390,394,402,406,412,416,417,418,419,422,426,441,442,453,454,501],extended_archive_v18:468,extended_source_spectral_analysi:[387,389],extens:[41,79,123,164,165,167,169,176,177,184,185,188,189,196,199,209,211,213,221,222,226,232,236,265,323,326,327,328,329,330,332,334,336,337,338,339,340,341,350,374,401,402,419,504],extent:[175,188,209,335,394,419],extern:[322,347,372,376,377,380,421,445],extra:[16,28,29,30,31,32,35,36,37,39,40,47,79,162,163,168,172,173,175,179,232,233,320,322,328,329,335,337,338,341,347,348,376,379,380,416,417,445,458],extra_term:256,extract:[92,94,96,99,100,106,107,112,124,125,130,135,138,142,146,147,148,153,155,161,164,165,166,167,169,174,175,176,177,234,321,331,336,345,347,348,373,374,384,386,387,390,391,392,393,398,399,401,402,403,405,413,416,429,441,449,454],extragalact:[190,421],extrapol:[121,122,146,164,165,167,173,176,177,190,237,269,371,376,378,379,421,422,457],extras_requir:338,extrem:[321,348,463],f06:48,f06b:[49,435],f06p:49,f0:[235,498],f1:[235,498],f2:[235,498],f4:[122,126,139,392,413,416,421,422],f8:422,f:[17,18,19,20,21,22,24,25,26,27,28,29,30,31,32,35,36,37,39,40,82,85,114,171,182,183,186,190,191,192,193,197,203,204,206,210,212,214,215,216,220,225,227,228,229,230,233,237,257,277,321,324,338,343,344,352,354,373,382,386,387,390,391,393,399,400,401,402,407,408,409,411,412,414,415,417,419,422,423,428,429,430,431,439,454,470,480,491,492,493,494,495,496,497,504,505,506],f_0:[214,483],f_:[250,441],f_dead:[79,83],f_pp:249,f_var:249,fabio:[334,339,361,363,364,365,366,367,368,370,371,373,374,378,380,382,384],face:[326,329],facecolor:[318,390,392,400,403,409,411,461,462,463],facil:346,fact:[19,20,89,180,182,185,186,189,190,191,192,193,194,196,197,198,199,200,201,202,203,204,206,213,214,215,216,217,220,221,222,223,225,228,229,230,235,237,347,387,458],facto:347,factor1:[19,20,180,182,185,186,189,190,191,192,193,194,196,197,198,199,200,201,202,203,204,206,213,214,215,216,217,220,221,222,223,225,228,229,230,235,237],factor:[19,20,23,94,95,96,99,100,102,106,124,125,127,130,132,133,134,135,136,138,146,153,158,161,162,163,164,165,167,168,169,172,173,175,176,177,178,180,181,182,185,186,189,190,191,192,193,194,196,197,198,199,200,201,202,203,204,206,211,213,214,215,216,217,220,221,222,223,224,225,226,228,229,230,232,235,236,237,238,321,334,336,367,386,393,395,398,400,405,408,413,415,419,421,441,458,470],factor_max:[19,20,180,182,185,186,189,190,191,192,193,194,196,197,198,199,200,201,202,203,204,206,213,214,215,216,217,220,221,222,223,225,228,229,230,235,237],factor_min:[19,20,180,182,185,186,189,190,191,192,193,194,196,197,198,199,200,201,202,203,204,206,213,214,215,216,217,220,221,222,223,225,228,229,230,235,237],factori:[164,165,176,177,335,340,344,456,458],factoris:[224,344,419,501],fail:[179,322,324,335,349,350,374],failur:[382,384],faint:505,fair4r:347,fair:347,fake:[94,96,99,100,333,334,363,392,393,405,408],fall:[149,174,321,328,330,331,338,380,381],fallback:321,fals:[16,19,20,23,26,28,29,30,31,32,35,36,37,39,40,65,76,78,79,82,83,85,92,93,94,96,98,99,100,101,105,106,107,108,112,121,122,123,124,125,126,127,128,130,132,133,134,135,136,137,138,153,162,163,164,165,166,167,168,169,170,171,172,173,174,175,176,177,179,180,181,182,183,184,185,186,187,188,189,190,191,192,193,194,195,196,197,198,199,200,201,202,203,204,206,208,209,210,211,212,213,214,215,216,217,220,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olar","sky_to_fov","velocity_glon_glat","HDULocation","LazyFitsData","earth_location_from_dict","trapz_loglog","ScaledRegularGridInterpolator","interpolate_profile","interpolation_scale","InverseCDFSampler","draw","get_random_state","normalize","pdf","sample_powerlaw","sample_sphere","sample_sphere_distance","sample_times","compound_region_to_regions","make_concentric_annulus_sky_regions","make_orthogonal_rectangle_sky_regions","region_to_frame","regions_to_compound_region","get_images_paths","make_path","read_yaml","recursive_merge_dicts","write_yaml","hstack_columns","table_from_row_data","table_row_to_dict","table_standardise_units_copy","table_standardise_units_inplace","Checker","assert_quantity_allclose","assert_skycoord_allclose","assert_time_allclose","mpl_plot_check","requires_data","requires_dependency","absolute_time","time_ref_from_dict","time_ref_to_dict","time_relative_to_ref","standardise_unit","unit_from_fits_image_hdu","MapPanelPlotter","annotate_heatmap","colormap_hess","colormap_milagro","plot_contour_line","plot_distribution","plot_heatmap","plot_map_rgb","plot_npred_signal","plot_spectrum_datasets_off_regions","plot_theta_squared_table","Dependencies","Developer 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\ No newline at end of file
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5,402,408,409,413,415,416,418,419,441,443,445,456,458,504],"z\u00e9":378,A:[19,20,26,28,29,30,31,32,35,36,37,39,40,78,79,82,83,84,85,86,91,92,93,94,96,99,100,106,107,114,118,119,162,163,164,165,166,167,169,170,171,172,173,174,175,176,177,180,181,182,183,184,185,186,187,188,189,190,191,192,193,194,196,197,198,199,200,201,202,203,204,206,208,209,210,211,212,213,214,215,216,217,220,221,222,223,225,226,227,228,229,230,232,233,234,235,237,238,244,245,252,257,266,310,311,312,314,315,322,324,326,327,329,330,331,332,333,334,335,336,337,338,339,340,342,344,345,346,347,348,349,358,360,364,365,366,367,368,371,373,374,377,378,379,380,382,384,386,387,390,392,394,398,400,401,403,406,407,408,409,411,412,413,414,415,416,417,418,419,421,422,423,424,426,430,431,433,441,442,443,445,446,454,455,457,458,461,498,499,502,503,506],AND:[417,418],And:[240,321,324,339,341,347,351,386,387,388,390,391,398,401,403,408,413,414,416,417,419,421,423,429,430,431],As:[79,257,280,321,322,324,329,333,334,335,337,339,347,348,349,356,361,380,386,387,390,391,392,394,395,396,400,401,402,406,407,408,411,412,413,414,416,419,422,424,429,431,445,454,506],At:[224,335,338,347,348,350,364,401,416,421,450,502],But:[321,326,329,335,340,348,350,353,356,380,390,391,414,421,429,433,504],By:[19,20,26,50,63,79,82,85,93,94,96,99,100,105,121,122,123,124,125,126,127,128,130,132,134,135,136,137,138,143,146,153,161,163,164,165,167,173,176,177,182,183,185,186,189,190,191,192,193,196,197,199,203,204,206,210,211,212,214,215,216,220,221,222,225,226,227,228,229,230,232,233,236,237,318,321,347,348,365,366,368,401,402,414,416,430,452,456,461,462,463,507],For:[11,28,29,30,31,32,35,36,37,39,40,42,78,82,83,84,85,88,91,93,94,96,99,100,102,105,106,107,108,109,112,113,114,123,124,125,130,135,138,147,151,162,163,164,165,167,168,169,170,171,172,173,174,175,176,177,179,182,183,184,185,186,187,189,190,191,193,194,196,197,198,199,200,201,202,204,210,211,212,213,214,216,217,221,222,223,225,226,228,229,230,232,236,237,246,249,251,256,260,320,321,322,324,326,327,329,330,331,332,333,334,335,336,337,338,340,341,342,344,346,347,348,349,350,351,352,353,354,356,358,361,362,363,365,366,367,368,371,378,382,384,386,387,388,390,391,392,393,394,395,396,398,399,400,401,403,405,406,407,408,411,412,413,414,415,416,417,418,419,421,422,423,426,429,430,431,433,440,441,443,445,455,457,458,462,467,499,503,504,506,507,508],IN:[86,92,209],If:[19,20,26,28,29,30,31,32,35,36,37,39,40,45,76,78,79,80,81,82,83,85,87,94,96,98,99,100,101,105,106,107,108,110,112,114,117,118,123,124,125,130,133,135,138,140,142,143,146,148,149,152,153,156,157,158,159,162,163,164,165,166,167,168,169,170,171,172,173,175,176,177,179,180,182,183,184,185,186,187,188,189,190,191,192,193,194,195,196,197,198,199,200,201,202,203,204,206,208,209,210,211,212,213,214,215,216,217,220,221,222,223,224,225,226,227,228,229,230,232,233,234,235,236,237,238,256,257,269,270,308,310,314,315,316,317,321,322,323,324,326,328,329,334,335,337,338,339,342,343,344,346,347,349,350,351,352,353,354,355,356,360,361,362,379,380,381,386,387,388,390,392,393,395,398,400,402,405,406,407,408,409,412,413,414,415,416,417,418,419,421,422,423,431,443,445,452,456,458,463,465,478,504,505,506,507],In:[15,28,29,30,31,32,35,36,37,39,40,65,79,82,83,85,87,93,95,107,123,142,163,165,171,172,177,180,270,321,324,326,327,328,329,330,331,332,333,334,335,336,337,338,339,341,342,343,344,345,346,347,348,349,350,352,353,356,361,362,363,364,365,366,367,368,371,382,384,386,387,388,390,391,392,393,394,396,398,399,401,402,403,405,406,407,408,409,411,412,413,414,415,416,417,418,419,422,423,429,430,431,441,443,445,450,453,454,455,457,458,459,461,462,467,480,499,502,503,504,505,506,507,508],Is:[163,175,335,458],It:[15,19,20,26,27,28,29,30,31,32,35,36,37,39,40,85,94,96,99,100,106,118,123,127,133,134,135,136,138,149,152,156,157,160,164,165,167,172,173,176,177,182,183,186,189,190,191,192,193,197,201,203,204,206,210,212,214,220,224,225,227,228,229,230,233,237,248,249,250,265,272,277,300,321,322,324,326,327,328,329,330,331,332,333,334,335,336,337,338,339,340,341,342,343,345,346,347,348,350,351,357,361,362,363,364,368,371,373,374,375,380,382,384,386,391,396,399,402,405,409,412,413,414,415,416,417,419,421,422,423,424,429,430,431,433,434,441,444,445,449,450,454,458,471,474,475,477,478,482,483,485,486,487,488,501,502,503,504,505,506,508],Its:[123,333,347,348,371,373,403,407,430,447,448,449,451],NOT:[417,445],No:[28,29,30,31,32,35,36,37,39,40,81,332,342,345,346,379,381,385,403,412,414,416,424,431],Not:329,ON:[94,96,99,113,146,153,154,155,161,319,327,373,386,390,393,396,400,406,407,409,414,415,445,454,503,505,507],OR:[94,99,413,417,418],Of:[321,324,356,398,413,416,422,504,507],On:[59,141,147,148,151,250,321,322,327,329,336,337,349,352,353,354,375,386,398,399,414,426,506],One:[31,32,37,57,58,59,60,61,62,63,64,65,66,68,69,70,71,72,73,74,75,76,77,93,94,96,99,100,188,209,276,321,322,327,329,330,331,332,335,337,338,339,347,384,387,391,396,406,415,416,417,429,431,454,458,480,504,506],Ones:257,Or:[322,340,341,353,391,398,413,416,421,422,443],Such:[333,449],That:[19,20,179,180,182,185,186,189,190,191,192,193,194,196,197,198,199,200,201,202,203,204,206,213,214,215,216,217,220,221,222,223,225,228,229,230,235,237,321,322,326,335,338,341,414,431,504],The:[11,15,19,20,23,26,27,28,29,30,31,32,35,36,37,39,40,52,53,57,59,62,67,76,78,79,80,81,82,83,84,85,86,87,88,92,94,96,97,98,99,100,102,105,106,107,108,109,110,112,114,118,119,121,122,123,124,125,126,127,128,130,132,133,134,135,136,137,138,139,143,147,152,153,156,157,160,161,162,163,164,165,166,167,169,172,173,174,175,176,177,179,181,182,183,184,185,186,188,189,190,191,192,193,194,195,196,197,198,199,200,201,202,203,204,206,209,210,211,212,213,214,215,216,217,220,221,222,223,224,225,226,227,228,229,230,232,233,235,236,237,239,240,244,245,246,249,250,251,257,269,274,289,292,305,306,308,310,311,312,314,315,316,317,318,320,321,322,323,324,325,326,328,329,330,331,332,333,334,335,336,337,338,339,340,341,342,343,344,345,346,347,348,349,352,353,354,357,360,361,363,364,365,366,367,368,371,373,374,375,379,380,381,382,383,384,386,387,388,390,391,392,393,394,395,396,398,400,401,402,403,405,406,407,408,409,411,412,413,415,416,417,418,419,421,422,423,424,426,429,430,431,433,434,435,436,440,441,443,444,445,447,448,449,450,451,452,453,455,456,457,458,459,461,463,465,466,467,470,476,478,479,480,489,499,501,502,503,504,505,506,507,508,509],Their:417,Then:[65,94,98,99,324,326,331,334,336,337,338,339,345,387,390,398,399,401,405,406,414,417,419,430],There:[45,82,85,118,321,322,326,327,328,330,335,336,337,338,339,340,341,342,345,348,350,353,379,400,403,411,412,413,414,415,417,418,423,433,441,442,458],These:[88,169,239,321,322,326,327,332,334,335,336,337,341,342,347,363,365,366,367,371,379,384,399,401,408,411,413,416,419,423,426,433,450,455,457,458,505,506,507],To:[19,20,26,28,29,30,31,32,35,36,37,39,40,82,85,92,105,108,112,163,164,165,167,173,175,176,177,182,183,186,190,191,192,193,197,203,204,206,210,212,214,215,216,220,225,227,228,229,230,233,235,237,239,311,312,323,324,328,329,332,333,334,336,337,342,343,344,345,346,347,350,351,353,355,356,357,361,362,363,366,367,371,373,379,380,382,384,386,387,388,390,391,392,393,395,396,398,400,401,402,403,405,406,407,408,412,413,414,415,416,417,418,419,421,422,426,429,431,441,442,443,446,450,452,454,455,461,502,504,505,506],Will:322,With:[79,321,330,331,347,367,380,441,506],_0:[50,51],_1:[96,100,442],_2:[96,100],_:[94,99,110,197,216,321,335,345,347,393,396,411,412,414,417,418,441,454],__:[57,62,349],__all__:321,__array__:257,__array_ufunc__:[401,408,424,492],__attributes__:[82,85],__call__:[17,18,19,20,21,22,24,25,26,27,28,29,30,31,32,33,35,36,37,39,40,182,183,184,185,186,187,189,190,191,192,193,194,196,197,198,199,200,201,202,203,204,206,210,211,212,213,214,215,216,217,220,221,222,223,224,225,226,227,228,229,230,232,233,235,236,237,238,269,327,332,367],__class__:[321,345,411,439],__dict__:[16,321],__enter__:300,__eq__:373,__exit__:300,__fields__:348,__fields_set__:16,__getitem__:[331,332,333],__init__:[172,236,321,327,333,345,382],__len__:331,__main__:[219,321,428,504],__name__:[321,396,406,407,408,411,428,439,504],__neq__:373,__repr__:[321,366,380],__str__:[321,333,348,363],__subclasses__:411,__version__:355,_build:[322,350],_check_interv:384,_compute_flux_spati:371,_contributor:347,_covari:[188,209],_data:345,_dom_class:[398,405,416,429,430],_energy_t:345,_errn:[108,109,112],_errp:[108,109,112],_evaluate_timevar_sourc:384,_f_cash_root_cython:255,_factr:414,_fields_set:16,_i:110,_k:[94,99,441],_l:441,_lat:321,_lon:321,_map:314,_model:106,_new_attribut:321,_old_attribut:321,_parameter_units_for_data_unit:[28,29,30,31,32,35,36,37,39,40],_phi:321,_propagate_error:370,_reco:321,_repr_html_:321,_row_index:67,_sample_coord_time_energi:384,_scan:414,_time_group:345,_time_t:345,_true:321,_wc:468,a_:[96,100,126,447,450,506],a_off:506,a_on:506,aa:[82,85,257,347],aaguasca:382,ab:[28,30,31,32,33,35,36,37,38,39,40,50,52,53,57,58,60,61,63,79,83,102,108,126,177,180,206,239,240,250,411,412],abc:[18,56,86,91,92,104,145,162,167,168,171,181,188,209,415],abcmeta:415,abdalla2018:[454,455,503],abeysekara:59,abil:345,abl:[28,29,30,31,32,35,36,37,39,40,331,336,339,387,405,406,407,426,504],about:[11,13,122,126,196,201,280,321,324,326,330,337,338,340,341,342,346,347,349,350,353,355,356,375,376,380,381,382,388,394,395,396,399,400,401,412,416,419,422,430,431,433,441,442,504,507],abov:[29,52,53,79,105,107,110,113,114,118,141,310,312,321,322,327,330,331,333,335,337,338,339,340,341,345,352,353,356,386,400,401,402,403,406,409,414,415,416,417,419,421,422,423,429,439,441,442,449,458,503,504,505,506,507],abramowski:126,abruptli:[321,346],abs_path:265,absenc:[336,393,396,415,417,454,505],absolut:[78,85,97,169,261,280,299,303,443],absolute_tim:508,absopt:339,absorb:[237,331,344,378,470],absorbedspectralmodel:[365,378],absorbt:344,absorpt:[190,339,368,378,459,490],abstractsetintstr:16,acada:347,accept:[28,29,30,31,32,35,36,37,39,40,79,82,85,96,97,100,141,161,163,164,165,167,175,176,177,188,209,245,319,325,326,327,328,329,330,333,334,335,337,338,339,340,341,342,344,346,347,348,372,376,384,386,391,392,393,396,400,402,413,416,422,424,441,457,462,480,505,506],acceptance_off:[96,97,100,141,151,333,386,387,390,393,396,441,506],access:[28,29,30,31,32,35,36,37,39,40,56,58,60,61,63,64,65,78,79,82,85,94,133,139,162,163,172,175,250,265,321,329,330,331,332,334,337,345,350,352,360,361,368,375,376,378,379,384,388,390,391,392,398,412,414,418,419,421,424,429,430,431,440,445,456,457,458,502],accessor:416,accident:[422,504],accord:[15,28,29,30,31,32,35,36,37,39,40,53,70,82,85,94,96,99,100,102,106,124,133,141,163,169,180,256,310,331,332,335,336,339,345,347,365,374,396,406,413,415,419,426,441],accordingli:[333,347,362,368,417],account:[94,96,99,100,105,143,158,188,209,224,244,245,250,297,329,334,337,345,347,367,386,387,392,396,398,403,408,409,414,415,417,430,441,443,505,506],accur:[339,381,398,414,452],accuraci:[335,414,445],aceptance_off:333,acero:[339,361,363,365,368,371,373,378,380],achiev:[102,141,311,312,321,330,331,332,333,334,335,337,344,347,368,416,419,455],acknowledg:[324,347,357],acquir:356,acquisit:503,across:[28,29,30,31,32,35,36,37,39,40,92,102,135,138,321,330,333,350,408,418,422,441,457,465,503],act:[85,337,418,467],action:[141,326,331,337,347,350,371],activ:[85,250,324,338,351,352,354,355,356,365,382,445],actual:[139,154,297,298,299,320,321,322,326,330,332,334,336,337,345,346,348,349,393,402,405,407,413,414,415,416,417,422,423,430,431,452,454,503,504,506,508],ad:[28,29,30,31,32,35,36,37,39,40,41,59,78,79,82,85,94,96,99,100,107,164,165,167,172,173,176,177,321,322,324,326,327,329,330,331,333,334,335,336,337,338,340,341,345,347,360,361,362,364,365,366,368,371,373,375,376,377,378,379,380,381,382,384,392,398,399,415,418,419,423,441,458,507],adapt:[102,141,179,330,331,334,335,340,341,343,344,347,349,356,361,362,364,365,366,368,369,371,374,377,378,380,382,384,413,416,417,455],adaptiveringbackgroundestim:[151,327],adaptiveringbackgroundmak:[144,365,455],adass:341,add:[13,15,16,28,29,30,31,32,35,36,37,39,40,41,42,43,44,75,82,85,91,95,106,107,121,122,123,127,128,132,134,136,143,164,165,167,173,176,177,188,209,224,256,318,320,321,322,324,326,329,330,331,333,334,335,336,337,338,339,340,341,344,345,347,349,359,360,361,362,363,364,365,366,367,368,371,372,373,375,376,377,378,379,380,381,382,383,384,386,387,393,398,399,401,405,406,409,413,416,417,419,421,424,431,435,436,445,458,472,504,507],add_artist:[419,461,462],add_cbar:[94,96,99,100,107,121,122,123,126,127,128,132,133,134,136,164,165,167,173,176,177,394,395,396,398,400,401,405,409,411,413,415,416,418,419,422,423,424,429,430,458,460,461,462,465,466,468],add_column:[82,85],add_enabled_unit:[386,393,395,398,400,405,408,421],add_index:[82,85],add_loc:321,add_row:[82,85],addit:[19,20,26,82,85,94,96,99,100,105,108,137,164,165,167,170,173,176,177,182,183,186,190,191,192,193,197,203,204,206,210,212,214,215,216,220,225,227,228,229,230,233,237,321,324,325,326,330,331,332,333,335,336,337,338,340,341,342,345,346,347,348,349,350,351,352,353,354,362,363,365,367,368,371,372,379,380,382,384,388,392,403,409,412,413,414,416,418,419,421,422,430,431,441,443,445,457,458,501,507],addition:[333,413,414,416,418,419],address:[330,333,334,335,337,347,444],adequ:172,adher:324,adjac:[169,371,454],adjust:[16,65,164,165,167,173,176,177,330,332,344,391,413,419,429,452],adlubhvt:415,admit:341,adonath:327,adopt:[37,334,337,342,392,401,402,411],adsab:[28,30,31,32,33,35,36,37,38,39,40,50,52,53,57,58,60,61,79,83,102,108,126,206,239,240,250],adult:321,advanc:[333,337,338,341,352,416,445,503,504],advantag:[329,335,338,345,371,416,480,504],advanteg:333,advertis:349,advic:[321,347],advis:[322,347,414,426],advoc:321,aeff2d:125,aeff:[16,78,82,83,96,100,126,139,152,159,331,333,334,367,368,387,390,391,392,395,396,398,400,407,415,421,423,424,429,430,447,452,454,455,503],aeff_2d:[78,82,126,421,424],aeff_default:16,aeff_perc:[152,387,390,391,400,407,415,423,454],aegi:190,af:317,affect:[321,329,333,335,346,362,363,374,383],affili:[335,347,382],afmhot:[418,431],aforement:347,after:[45,50,51,52,53,85,92,94,96,99,135,138,250,269,280,303,306,321,324,326,329,330,332,334,335,336,337,339,340,341,343,344,345,346,347,348,349,350,351,356,360,367,369,370,371,373,379,381,382,383,388,398,407,414,416,418,421,423,424,445,504,508],ag:[20,45,50,51,52,53,54,261,321,435],again:[94,96,99,100,135,324,331,333,335,337,342,348,351,366,367,370,377,382,388,390,391,398,402,403,416,419,422,429,431,458,504],against:[121,122,123,126,127,128,132,134,136,137,163,164,165,167,172,173,175,176,177,180,322,324,338,344,350,412,422,429,440,443],agent:337,aggreg:348,agil:334,agn:[335,390,406,408,421],agnost:414,ago:328,agre:[166,169,324,326,335,347],agreement:[321,324,342,409],aguasca:[373,382,383,384],ahead:[335,360],ahelp:179,aim:[330,331,347,398,401,411,433,503],air:421,ait:[163,164,165,428],aitoff:335,aka:431,al:[26,33,59,126,190,249,250,331,394,433,503],albert2007:503,albert:503,alexi:[368,371],algorithm:[28,29,30,31,32,35,36,37,39,40,59,82,85,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:[51,54],dirac:19,direct:[85,137,156,157,159,160,169,189,196,199,261,264,322,327,333,335,340,342,345,348,371,389,415,426,441,442,450,451,453,454,457,461,501,502,503],directional_offset_bi:393,directli:[13,28,29,30,31,32,35,36,37,39,40,56,67,79,82,85,117,137,146,153,164,165,167,173,176,177,232,234,236,321,323,324,326,328,329,332,333,334,335,339,341,348,352,354,359,361,362,363,365,379,388,390,391,393,398,399,400,402,403,405,407,408,412,413,414,416,417,418,419,421,422,429,430,431,433,441,445,450,454,457,480,506],directori:[11,78,82,321,337,391,424,429,431,442,445,504],dirk:[362,376,378],disabl:[28,29,30,31,32,35,36,37,39,40,321,371],disable_unicode_literals_warn:321,disadvantag:504,disagr:326,disambigu:326,disc:[395,396,398,402],discard:[348,412],discard_on_copi:[82,85],discarded_ind:412,discarded_spati:412,discarded_t:412,disccus:330,discourag:321,discov:504,discret:[85,334,414,457],discuss:[13,59,139,237,321,324,325,326,327,328,329,330,331,332,333,334,335,337,338,339,340,341,342,343,344,345,346,347,348,350,357,379,424,433,434,508],disjoint:335,disk:[78,100,125,128,165,175,177,189,199,201,300,320,321,331,332,333,337,344,345,390,398,399,416,417,418,419,456,459,463,467,469],disk_inc:335,diskspatialmodel:[70,218,344,364,384,418,419,461],dismiss:92,disp:[449,450],dispatch:332,dispers:[78,83,94,95,96,98,99,100,101,123,124,125,128,146,152,153,156,157,159,164,165,167,173,176,177,321,327,332,333,334,365,367,377,378,379,381,387,390,391,398,401,415,423,424,429,430,441,450,453,503],displac:261,displai:[11,15,78,82,85,102,112,114,179,314,318,321,322,350,355,371,374,384,386,387,390,391,392,393,394,395,398,399,400,401,403,405,406,408,409,412,413,414,415,416,418,419,421,422,423,424,430,445,504],display_length:[82,85],disrupt:[360,361],dissolv:364,dist:[273,350],distanc:[17,18,21,22,23,24,25,27,41,46,47,109,118,119,172,210,260,279,335,377,392,394,403,411,412,414,439,454,480],distance_gc:[17,18,21,22,24,25,27,411],distance_max:[46,47,279,412],distance_min:[47,279,412],distance_refer:412,distinct:[336,337,342,423,507],distinguish:[244,245,345,348,386,416],distort:[335,363],distribut:[13,28,29,30,31,32,33,35,36,37,39,40,42,45,46,79,128,161,193,204,210,244,245,272,273,277,314,317,319,320,321,325,326,329,334,339,340,343,346,347,350,353,364,373,379,384,386,392,393,396,398,401,403,405,406,414,418,421,431,433,445,449,450,452,458,465,480,505,506],divers:345,divid:[163,169,342,345,401,423,424],djangoproject:341,dl3:[6,16,78,79,81,83,85,121,122,123,126,127,128,132,134,136,137,146,152,168,169,327,329,330,332,341,348,352,356,362,365,367,373,382,387,390,391,392,395,396,398,406,407,415,417,428,429,430,441,445,447,448,449,451,452,454,455,502,503],dl4:[91,93,94,96,99,100,102,105,108,112,114,130,327,348,352,367,408,413,414,445,502,503],dl5:[102,105,108,112,114,348,408,414,502,503],dl6:[102,105,108,112,114,502,503],dm:[19,20,26,349,367,382,411,419],dm_exampl:433,dmfitfunct:433,dmpipe:433,dmprofil:[17,21,22,23,24,25,27,411],dmsky:433,dn:[193,204,411],dnde:[19,20,26,64,65,106,107,113,115,116,182,183,186,190,191,192,193,197,203,204,206,210,212,214,215,216,220,225,227,228,229,230,233,237,239,345,371,388,390,391,400,403,412,413,419,422,429,431,443],dnde_cu:240,dnde_err:[106,107,443],dnde_errn:[65,106,107,412],dnde_error:[19,20,26,182,183,186,190,191,192,193,197,203,204,206,210,212,214,215,216,220,225,227,228,229,230,233,237],dnde_errp:[65,106,107,412],dnde_ref:[106,107,345],dnde_ul:[65,106,107,412,431],do_someth:321,doc:[11,13,79,82,85,123,163,169,172,175,179,188,209,257,286,321,322,324,326,329,335,337,338,340,341,349,356,357,359,365,371,372,373,374,375,376,377,378,379,380,381,382,386,387,390,391,392,393,394,395,396,398,399,400,401,402,403,405,406,407,408,409,411,412,413,414,415,416,417,418,419,421,422,423,424,429,430,431,433,458,468,470,476,479,492,498,499,503,504,508],docker:[338,350],dockerfil:[329,349,350],docstr:[321,341,347,371,372,373,375,378,384,419],doctest:322,document:[11,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,43,44,50,51,52,53,54,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,91,92,93,94,95,96,97,98,99,100,102,104,105,106,107,108,109,110,111,112,113,114,121,122,123,124,125,126,127,128,129,130,132,133,134,135,136,137,138,141,142,143,145,146,147,148,149,150,151,152,153,154,162,163,164,165,166,167,168,169,170,171,172,173,174,175,176,177,178,179,180,181,182,183,184,185,186,187,188,189,190,191,192,193,194,195,196,197,198,199,200,201,202,203,204,206,207,208,209,210,211,212,213,214,215,216,217,220,221,222,223,224,225,226,227,228,229,230,232,233,234,235,236,237,238,244,245,265,269,272,296,309,321,323,325,326,328,329,331,335,337,338,340,342,344,346,347,350,351,356,357,365,367,368,371,373,374,375,377,378,379,380,381,382,383,384,416,418,421,423,424,445,456,457,458,504],doe:[82,85,126,135,138,139,171,201,235,321,322,328,329,331,333,335,336,338,340,341,344,345,347,348,362,371,382,386,390,393,395,398,400,412,414,415,416,417,423,433,445,454,504],doesn:[67,321,32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,327,332,333,344,348,373,390,407,417,465],enter:[181,188,209,356],entir:[28,29,30,31,32,35,36,37,39,40,82,85,94,96,99,100,153,387,398],entri:[82,85,87,106,108,109,112,179,289,321,333,341,345,348,349,352,353,354,371,382,387,391,412,414,416,419,445,446,458],entry_point:372,enumer:[401,408,412,418],env:[324,338,349,351,352,354,355,380,504],envelop:[334,414,430],environ:[11,78,287,320,321,324,328,329,333,338,341,349,350,352,353,354,355,356,360,361,363,379,380,386,387,390,391,392,393,394,395,396,398,399,400,401,402,403,406,407,408,409,411,412,413,414,415,416,417,418,419,421,422,423,424,429,430,431,504],envis:330,envvar:11,eosc:347,epoch:305,epsilon:[19,20,26,182,183,186,190,191,192,193,197,203,204,206,210,212,214,215,216,220,225,227,228,229,230,233,237],epsilon_:[94,99,441],epsilon_k:[94,99,441],epsmch:414,eqcon:[28,29,30,31,32,35,36,37,39,40],eqnarrai:344,equal:[28,29,30,31,32,35,36,37,39,40,52,102,105,108,112,114,123,169,321,331,334,381,390,406,407,417,441,457,507],equat:[27,229,230,249,466,467,471,474,475,477,478,482,483,485,486,487,488,506,507],equatori:[88,129,163,164,165,167,170,172,175,176,177],equival:[28,29,30,31,32,35,36,37,39,40,82,85,106,121,122,123,126,127,128,132,134,136,137,162,163,164,165,167,169,172,173,175,176,177,314,322,333,334,335,344,345,384,412,416,417,419,421,429,441,443,445,456,457,458,504,505,506],er:[26,411],era:190,ereco:123,erf:[197,461],erg:[52,53,65,386,390,412,431,438,445],erlangen:340,erod:177,eros:[175,177],err:414,errat:321,errn:[105,108,112,114,179,382,506],errn_2sigma:506,error:[11,19,20,26,28,29,30,31,32,35,36,37,39,40,65,66,75,81,94,96,99,100,105,106,107,108,109,110,111,112,114,115,116,142,166,174,180,182,183,184,185,186,189,190,191,192,193,194,196,197,198,199,200,201,202,203,204,206,210,211,212,213,214,215,216,217,220,221,222,223,225,226,227,228,229,230,232,233,235,236,237,244,245,249,250,300,321,322,335,336,337,339,344,345,348,361,365,367,369,371,372,374,378,379,382,384,387,388,391,395,398,399,400,402,405,406,409,412,419,421,429,430,431,433,441,443,445,462,480,489,501,504],error_callback:142,errorbar:[79,93,94,96,99,100,169,173,187,194,198,200,201,202,217,223,235,238],errp:[105,108,112,114,179,382,506],errp_2sigma:506,escap:[321,347],especi:[82,85,324,328,331,335,341,342,350,371,377,387,400,407,412,416,421,422],essenti:[331,333,336,365,366,367,403,416],establish:[321,334],estim:[6,19,20,26,50,70,93,96,100,102,103,105,106,107,108,109,110,111,112,113,114,115,116,117,118,119,120,141,147,148,149,155,162,163,172,175,177,179,180,182,183,185,186,189,190,191,192,193,194,196,197,198,199,200,201,202,203,204,206,210,211,212,213,214,215,216,217,220,221,222,223,224,225,226,227,228,229,230,232,233,235,236,237,248,250,254,314,325,327,330,334,335,336,337,340,343,352,361,362,365,366,367,368,371,372,373,377,378,379,380,382,384,386,390,392,396,398,399,400,402,404,407,408,409,413,414,417,423,426,429,430,441,445,455,457,501,502,503,505,507],estimate_best_fit:[108,109,112],estimate_count:[108,109,112],estimate_errn_errp:[108,109,112],estimate_excess_map:105,estimate_exposure_reco_energi:105,estimate_fit_input_map:114,estimate_flux_default:114,estimate_flux_map:114,estimate_flux_point:[108,109,112],estimate_kernel:[105,114],estimate_map:102,estimate_mask_default:[105,114],estimate_min_e2dnd:113,estimate_min_excess:113,estimate_npr:[108,109,112],estimate_npred_excess:[108,109,112],estimate_pad_width:114,estimate_scan:[108,109,112],estimate_t:[108,109,112],estimate_time_bin_flux:112,estimate_ul:[108,109,112],estimator_result:409,et:[26,33,59,126,190,249,250,331,394,433,503],eta:[199,200,221,463,467,494],eta_:50,eta_b:50,eta_rang:[463,467],etc:[96,100,106,321,326,327,331,332,333,336,337,341,342,345,347,348,368,391,393,398,405,406,408,409,413,416,419,422,429,441,454,503],eu:341,europ:347,ev95:393,ev:[445,480],evalu:[17,18,19,20,21,22,24,25,26,27,28,29,30,31,32,35,36,37,39,40,66,82,85,94,96,99,100,108,112,121,122,123,126,127,128,132,134,136,137,146,153,158,164,165,167,172,173,176,177,182,183,184,185,186,187,188,189,190,191,192,193,194,195,196,197,198,199,200,201,202,203,204,206,209,210,211,212,213,214,215,216,217,220,221,222,223,224,225,226,227,228,229,230,232,233,234,235,236,237,238,321,326,330,336,339,340,343,344,345,360,361,362,364,367,371,376,377,379,380,381,382,383,384,401,402,409,419,421,422,424,441,462,463,470,503,506],evaluate_contain:[127,134,136,373],evaluate_direct:[127,134,136],evaluate_energy_flux:[215,216],evaluate_error:[19,20,26,107,182,183,186,190,191,192,193,197,203,204,206,210,212,214,215,216,220,225,227,228,229,230,233,237,339],evaluate_geom:[184,185,189,195,196,199,211,213,221,222,224,226,232,236,419,463],evaluate_integr:[214,215,216],evaluate_paramet:[127,134,136],evaluation_bin_size_min:[184,185,189,196,199,211,213,221,222,224,226,232,236],evaluation_radiu:[184,185,189,196,199,211,213,221,222,224,226,232,234,236,332,333,344,419],evaluation_region:[184,185,189,196,199,211,213,221,222,224,226,232,236],even:[28,29,30,31,32,35,36,37,39,40,82,85,175,181,321,324,326,328,329,335,338,339,347,348,363,406,409,414,415,416,417,418,419,429,441,443,466,467,504],event:[78,79,80,81,82,83,84,95,105,113,125,135,138,140,147,155,164,165,167,173,176,177,187,194,198,200,201,202,217,223,235,238,280,321,322,325,327,331,333,335,336,337,348,352,356,363,364,365,367,371,372,373,378,379,380,381,382,384,387,390,391,392,396,398,399,404,408,415,423,426,428,429,430,441,445,453,454,455,457,501,502,503,506],event_3fhl:431,event_class:[422,431],event_det_coord:95,event_fil:83,event_filt:84,event_filter_typ:84,event_id:[334,421,422,431,442],event_list:[79,321,322,334],event_list_meta:[95,366],event_sampl:[401,404],event_sampling_nrg_depend_model:[402,404],event_typ:[422,431],eventlist:[83,95,155,164,165,167,173,176,177,321,322,327,334,335,336,348,356,361,368,373,375,376,377,379,380,401,402,409,416,421,422,431,445,454],eventlistbas:84,eventlistdataset:380,eventlistlat:442,eventlistmetadata:348,events2:79,events_0001:401,events_1:442,events_2:442,events_3fhl:431,events_:401,events_bkg:334,events_gc_3fhl:431,events_list:334,events_new:445,events_path:[78,401],events_src:334,events_tot:334,events_vela:409,eventu:[321,326,337,340,341,356,419],ever:507,everi:[163,165,177,321,324,329,330,331,333,337,346,348,350,387,390,416,430,504],everyon:326,everyth:[321,339,340,445],everywher:[321,335,340,341,360],evid:412,evolut:[50,52,53,190,327,341,404,426,438,439,441,442,450,453,457,459],evolv:[28,29,30,35,36,39,40,50,52,53,190,338,341,348,402],evt_sampl:401,ex:[11,416,418,419],exact:[28,29,30,31,32,35,36,37,39,40,85,339,416,422],exactli:[102,105,108,112,114,169,316,392,407,409,417,422,441,458],exagger:312,examin:[347,449],exampl:[11,19,20,28,29,30,31,32,35,36,37,39,40,64,65,76,78,79,80,81,82,83,84,85,87,91,93,94,96,99,100,102,105,107,109,111,112,113,114,122,123,125,126,127,128,133,135,138,139,146,147,149,151,163,164,165,167,170,173,175,176,177,181,201,207,237,240,274,280,289,301,302,307,311,312,314,316,318,321,322,324,326,329,331,332,333,334,335,336,337,338,339,341,344,347,348,352,353,354,356,360,362,365,368,371,372,373,376,378,379,380,386,387,388,390,391,392,393,394,395,396,398,399,400,401,402,403,405,406,407,408,409,411,412,413,414,415,416,417,418,419,421,422,423,424,426,428,429,430,431,435,436,445,447,448,449,451,456,458,459,498,499,504,506,508,509],example_cub:416,example_cube_fgst:416,except:[65,67,76,82,85,94,96,99,100,142,164,165,167,173,176,177,257,318,321,332,336,340,353,418,458],excerpt:424,excess:[15,65,70,94,96,99,100,103,105,106,107,108,109,112,113,115,116,146,244,245,249,250,319,333,336,367,368,374,379,386,390,391,393,394,395,398,400,403,405,408,409,412,413,415,417,418,423,429,430,443,445],excess_estim:423,excess_estimator_integr:423,excess_integr:423,excess_map:[16,391,395,396,398,429],excess_map_estim:409,excess_matching_signific:[370,380],excess_min:120,excess_r:413,excessestim:345,excessmapconfig:16,excessmapestim:[103,345,367,368,369,371,374,396,398,409,417,423,443],excesspointsestim:345,excessprofileestim:[345,368],exchang:335,exclud:[16,93,94,95,96,99,100,111,147,149,181,188,209,327,383,415,417,454,455],exclude_default:16,exclude_non:16,exclude_unset:16,exclus:[16,79,141,143,148,149,150,151,154,163,175,327,335,337,367,369,387,395,398,415,452,454],exclusion_mask:[141,143,148,149,150,151,154,390,396,400,415,417,430,452,454,455],exclusion_mask_2d:415,exclusion_mask_crab:[391,429],exclusion_radiu:417,exclusion_region:390,exclusionmask:377,execut:[11,105,108,112,114,321,322,324,326,328,329,330,336,337,341,350,351,352,353,354,355,356,365,373,379,389,397,404,410,415,416,420,422,425,426,427,431,432,469,490,500,502],exercis:[324,337,341,347],exist:[11,28,29,30,31,32,35,36,37,39,40,42,79,82,83,85,91,92,93,94,96,98,99,100,106,107,151,162,163,164,165,167,168,171,172,173,175,176,177,306,321,324,326,329,330,332,333,334,335,337,338,340,341,342,344,345,347,348,352,353,356,357,360,364,365,379,380,382,384,394,396,413,417,419,422,442,457,458,505],exist_ok:[390,391,398,399,401,429,430],exit:[11,15,82,85,181,188,209,361,468,504],exot:338,exp:[21,28,29,30,31,32,35,36,39,40,126,194,197,204,215,216,228,322,344,408,419,462,463,470,474,475,476,477,486,487,488,492,493,494,507],expand:[112,287,331,371],expand_map:112,expans:[50,52,53],expcutoffpowerlaw3fglspectralmodel:[219,344,388,419,475],expcutoffpowerlaw:476,expcutoffpowerlawnormspectralmodel:[193,219,419,476],expcutoffpowerlawspectralmodel:[19,20,26,76,182,183,186,190,191,192,197,203,204,206,210,212,214,215,216,219,220,225,227,228,229,230,233,237,344,388,390,398,419,474,476,480],expdecai:[194,459,500],expdecay_model:[401,492],expdecaytemporalmodel:[231,344,367,371,401,408,419,492],expect:[28,29,30,31,32,35,36,37,39,40,96,100,106,151,156,157,160,175,244,245,246,248,251,256,280,321,326,334,336,337,338,341,346,348,386,387,392,393,394,396,401,402,406,411,414,416,417,422,424,441,443,505,506,507],expens:[28,29,30,31,32,35,36,37,39,40,390,402],experi:[324,326,330,332,336,350,379,433,503,508],experienc:330,experiment:[28,29,30,31,32,35,36,37,39,40,337,504],expert:341,expertis:338,expfactor:[229,230,487,488],expir:334,explain:[82,85,321,324,326,335,338,340,341,347,350,352,354,365,371,386,390,392,411,414,417,419,445,502,504],explan:[102,105,108,112,114,326,357,508],explicit:[82,85,163,165,321,337,339,345,457,508],explicitli:[19,20,26,28,29,30,31,32,35,36,37,39,40,121,122,123,126,127,128,132,134,136,137,182,183,186,190,191,192,193,197,203,204,206,210,212,214,215,216,220,225,227,228,229,230,233,237,257,331,343,351,361,402,418,457,508],explor:[164,165,167,173,176,177,329,337,356,390,395,398,403,404,406,407,412,413,418,423,424,429,431,441,442,443,445,453,454,457,501],explos:52,expomap:334,expon:[344,419],exponenti:[28,30,36,39,40,191,192,193,194,228,229,230,322,332,365,398,401,408,459,490],exponentialcutoffpowerlaw:480,expos:[6,28,29,30,31,32,35,36,37,39,40,330,335,336,337,340,341,416,426,443,444,502],exposur:[16,79,83,94,96,97,99,100,105,114,117,124,125,130,133,135,138,141,146,153,156,157,159,160,224,252,255,256,327,330,331,332,333,334,345,363,368,376,378,379,380,382,386,387,390,391,392,393,394,395,396,398,400,401,402,405,407,408,413,415,416,417,423,424,429,430,441,450,453,458,506],exposure_geom:[125,135],exposure_hdu:[124,125,130,135,138],exposure_hdu_band:[124,125,130,135,138],exposure_hpx:422,exposure_map:[124,125,130,135,138,156,157,160],exposure_max:413,exposure_min:413,exposure_tim:334,express:[105,244,245,332,344,345,396,414,419,441,457,463,505,506,507],exptest:377,extend:[15,19,20,26,70,82,85,86,92,141,166,169,174,177,182,183,186,190,191,192,193,197,203,204,206,209,210,212,214,215,216,220,225,227,228,229,230,233,237,328,332,333,334,335,341,343,344,345,348,352,364,366,371,389,390,394,402,406,412,416,417,418,419,422,426,441,442,453,454,501],extended_archive_v18:468,extended_source_spectral_analysi:[387,389],extens:[41,79,123,164,165,167,169,176,177,184,185,188,189,196,199,209,211,213,221,222,226,232,236,265,323,326,327,328,329,330,332,334,336,337,338,339,340,341,350,374,401,402,419,504],extent:[175,188,209,335,394,419],extern:[322,347,372,376,377,380,421,445],extra:[16,28,29,30,31,32,35,36,37,39,40,47,79,162,163,168,172,173,175,179,232,233,320,322,328,329,335,337,338,341,347,348,376,379,380,416,417,445,458],extra_term:256,extract:[92,94,96,99,100,106,107,112,124,125,130,135,138,142,146,147,148,153,155,161,164,165,166,167,169,174,175,176,177,234,321,331,336,345,347,348,373,374,384,386,387,390,391,392,393,398,399,401,402,403,405,413,416,429,441,449,454],extragalact:[190,421],extrapol:[121,122,146,164,165,167,173,176,177,190,237,269,371,376,378,379,421,422,457],extras_requir:338,extrem:[321,348,463],f06:48,f06b:[49,435],f06p:49,f0:[235,498],f1:[235,498],f2:[235,498],f4:[122,126,139,392,413,416,421,422],f8:422,f:[17,18,19,20,21,22,24,25,26,27,28,29,30,31,32,35,36,37,39,40,82,85,114,171,182,183,186,190,191,192,193,197,203,204,206,210,212,214,215,216,220,225,227,228,229,230,233,237,257,277,321,324,338,343,344,352,354,373,382,386,387,390,391,393,399,400,401,402,407,408,409,411,412,414,415,417,419,422,423,428,429,430,431,439,454,470,480,491,492,493,494,495,496,497,504,505,506],f_0:[214,483],f_:[250,441],f_dead:[79,83],f_pp:249,f_var:249,fabio:[334,339,361,363,364,365,366,367,368,370,371,373,374,378,380,382,384],face:[326,329],facecolor:[318,390,392,400,403,409,411,461,462,463],facil:346,fact:[19,20,89,180,182,185,186,189,190,191,192,193,194,196,197,198,199,200,201,202,203,204,206,213,214,215,216,217,220,221,222,223,225,228,229,230,235,237,347,387,458],facto:347,factor1:[19,20,180,182,185,186,189,190,191,192,193,194,196,197,198,199,200,201,202,203,204,206,213,214,215,216,217,220,221,222,223,225,228,229,230,235,237],factor:[19,20,23,94,95,96,99,100,102,106,124,125,127,130,132,133,134,135,136,138,146,153,158,161,162,163,164,165,167,168,169,172,173,175,176,177,178,180,181,182,185,186,189,190,191,192,193,194,196,197,198,199,200,201,202,203,204,206,211,213,214,215,216,217,220,221,222,223,224,225,226,228,229,230,232,235,236,237,238,321,334,336,367,386,393,395,398,400,405,408,413,415,419,421,441,458,470],factor_max:[19,20,180,182,185,186,189,190,191,192,193,194,196,197,198,199,200,201,202,203,204,206,213,214,215,216,217,220,221,222,223,225,228,229,230,235,237],factor_min:[19,20,180,182,185,186,189,190,191,192,193,194,196,197,198,199,200,201,202,203,204,206,213,214,215,216,217,220,221,222,223,225,228,229,230,235,237],factori:[164,165,176,177,335,340,344,456,458],factoris:[224,344,419,501],fail:[179,322,324,335,349,350,374],failur:[382,384],faint:505,fair4r:347,fair:347,fake:[94,96,99,100,333,334,363,392,393,405,408],fall:[149,174,321,328,330,331,338,380,381],fallback:321,fals:[16,19,20,23,26,28,29,30,31,32,35,36,37,39,40,65,76,78,79,82,83,85,92,93,94,96,98,99,100,101,105,106,107,108,112,121,122,123,124,125,126,127,128,130,132,133,134,135,136,137,138,153,162,163,164,165,166,167,168,169,170,171,172,173,174,175,176,177,179,180,181,182,183,184,185,186,187,188,189,190,191,192,193,194,195,196,197,198,199,200,201,202,203,204,206,208,209,210,211,212,213,214,215,216,217,220,221,222,223,224,225,226,227,228,229,230,232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:313,plot_distribut:314,plot_heatmap:315,plot_map_rgb:316,plot_npred_sign:317,plot_spectrum_datasets_off_region:318,plot_theta_squared_t:319,png:322,point:[386,388,390,391,399,400,401,412,421,429,430,431,443,451,465],pointinginfo:87,pointingmod:88,pointspatialmodel:213,poisson:505,polar:262,polici:347,popul:[1,435],posit:449,possibl:347,post:349,power:[388,471,474,475,476,482,483,484,485,486,487,488],powerlaw2spectralmodel:214,powerlaw:[388,496],powerlawnormspectralmodel:215,powerlawspectralmodel:216,powerlawtemporalmodel:217,precis:334,predict:441,prepar:[336,346,386,387,402,430],prerequisit:[387,388,390,391,392,393,395,399,401,402,403,405,406,407,408,414,417,418,429,430],pretti:412,primaryflux:26,print:412,produc:423,product:411,profil:[403,411,507],project:[330,350],propag:348,propos:[329,331,332,333,334,335,336,337,339,340,341,342,343,344,345,348,387,388,391,393,394,395,396,399,401,402,403,405,406,407,408,414,417,418,429,430],psf3d:132,psf:[422,451],psf_tabl:451,psfkernel:133,psfking:134,psfmap:[135,450],pull:[321,324,359,360,361,362,363,364,365,366,367,368,369,370,371,372,373,374,375,376,377,378,379,380,381,382,383,384],pulsar:[51,409,437,438],purpos:326,pwn:50,pydant:348,python:[321,322,328,346,356],qualiti:[330,350,390,392,398,414],quantiti:443,quickstart:[352,354],radial:448,radial_distribut:48,radmax2d:137,rai:[336,411],random:[13,321],rang:[415,453],read:[394,399,402,403,416,417,418,458],read_yaml:288,reconstruct:448,recopsfmap:138,recursive_merge_dict:289,reduc:[4,395,396,413,429,430],reduct:[8,330,336,387,390,391,392,398,406,407,415,423,429,430,453,504],refer:[6,341,503,504,505],reflect:[415,454],reflectedregionsbackgroundmak:[148,454],reflectedregionsfind:149,region:[13,332,335,386,387,390,392,415,417,418,454,458],region_to_fram:284,regiongeom:[172,458],regionndmap:[173,457,458],regions_to_compound_region:285,regionsfind:150,relat:458,releas:[321,330,346,347,349,350,358],remark:326,remnant:439,remov:[321,418],renam:321,repositori:350,repr:321,represent:[344,460,461,462,463,464,465,466,467,468,470,471,472,473,474,475,476,477,478,479,480,481,482,483,484,485,486,487,488,489,491,492,493,494,495,496,497,498,499],request:[321,324,359,360,361,362,363,364,365,366,367,368,369,370,371,372,373,374,375,376,377,378,379,380,381,382,383,384],requir:[320,321,338,348],requires_data:301,requires_depend:302,resampl:413,resample_energy_edg:120,residu:[390,392,398,430],resolv:[342,409],respons:[7,450],restructur:341,result:[336,345,386,387,391,394,403,406,507],review:326,ring:[396,415,455],ringbackgroundmak:151,rmf:449,road:331,roadmap:330,rotat:335,rst:322,run:[11,324,390,391,392,402,403,406,429,504],s:[360,361,362,363,364,365,366,367,368,369,370,371,373,374,376,377,378,379,380,381,391,402,424,429],safe:[415,453],safemaskmak:152,sampl:[334,401,402],sample_powerlaw:277,sample_spher:278,sample_sphere_dist:279,sample_tim:280,sampler:402,save:[391,429,430],scale:508,scale_plot_flux:243,scaledregulargridinterpol:269,scalespectralmodel:220,scenario:331,schedul:346,scheme:[332,347],script:[11,13,356,426,428],section:341,select:[387,391,400,406,407,412,418,429,430,442],sensit:386,sensitivityestim:113,sep:[364,380],serial:[333,348,399],serialis:[391,403,418,419,422,441],seril:332,set:[324,391,416,429],setup:[329,350,352,354,355,386,387,388,390,391,392,393,394,395,396,398,399,400,401,402,403,406,407,408,409,411,412,413,414,415,416,417,418,419,421,422,423,424,429,430,431],sever:321,share:419,shell2:467,shell2spatialmodel:221,shell:466,shellspatialmodel:222,shorter:344,should:321,show:400,signific:[387,394,396,417,506],simplepulsar:54,simplifi:344,simul:[330,333,392,393,401,402,405,408],sine:497,sinetemporalmodel:223,singl:[322,393],size:458,skip:321,sky:[9,332,335,400,401,417,449,457],sky_to_fov:263,skycoord:457,skymap:401,skymodel:[224,419],slice:416,small:324,smooth:[394,485],smoothbrokenpowerlawspectralmodel:225,snr:52,snrtruelovemcke:53,solut:348,some:[321,331,417],sourc:[1,2,386,387,390,394,400,401,402,408,412,417,421,431,435,436,437,438,440],sourcecatalog1lhaaso:57,sourcecatalog2fhl:58,sourcecatalog2hwc:59,sourcecatalog3fgl:60,sourcecatalog3fhl:[61,440],sourcecatalog3hwc:62,sourcecatalog4fgl:63,sourcecatalog:56,sourcecataloggammacat:[64,440],sourcecataloghgp:65,sourcecataloglargescalehgp:66,sourcecatalogobject1lhaaso:68,sourcecatalogobject2fhl:69,sourcecatalogobject2hwc:70,sourcecatalogobject3fgl:71,sourcecatalogobject3fhl:72,sourcecatalogobject3hwc:73,sourcecatalogobject4fgl:74,sourcecatalogobject:67,sourcecatalogobjectgammacat:75,sourcecatalogobjecthgp:76,sourcecatalogobjecthgpscompon:77,sourceirfmodel:332,sourcemodel:332,spatial:[332,344,400,411,416,419,435,458,459,460,461,462,463,464,465,466,467,468],spatial_model_registri:218,spatialirfmodel:332,spatialmodel:226,special:507,specif:[332,341,412],spectra:411,spectral:[344,387,388,390,391,392,399,400,411,419,426,431,459,470,471,472,473,474,475,476,477,478,479,480,481,482,483,484,485,489],spectral_model_registri:219,spectralirfmodel:332,spectralmodel:227,spectrum:[390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\ No newline at end of file
diff --git a/docs/dev/tutorials/analysis-1d/cta_sensitivity.html b/docs/dev/tutorials/analysis-1d/cta_sensitivity.html
index baec29cfc6e..d2e50b25803 100644
--- a/docs/dev/tutorials/analysis-1d/cta_sensitivity.html
+++ b/docs/dev/tutorials/analysis-1d/cta_sensitivity.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
@@ -595,7 +595,7 @@ 
Check setup
/home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/astropy/units/core.py:2097: UnitsWarning: '1/s/MeV/sr' did not parse as fits unit: Numeric factor not supported by FITS If this is meant to be a custom unit, define it with 'u.def_unit'. To have it recognized inside a file reader or other code, enable it with 'u.add_enabled_units'. For details, see https://docs.astropy.org/en/latest/units/combining_and_defining.html
   warnings.warn(msg, UnitsWarning)
-/home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy/data/observations.py:234: GammapyDeprecationWarning: Pointing will be required to be provided as FixedPointingInfo
+/home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy/data/observations.py:240: GammapyDeprecationWarning: Pointing will be required to be provided as FixedPointingInfo
   warnings.warn(
 

 

diff --git a/docs/dev/tutorials/analysis-1d/extended_source_spectral_analysis.html b/docs/dev/tutorials/analysis-1d/extended_source_spectral_analysis.html
index 77140aaa5fb..96993734feb 100644
--- a/docs/dev/tutorials/analysis-1d/extended_source_spectral_analysis.html
+++ b/docs/dev/tutorials/analysis-1d/extended_source_spectral_analysis.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
@@ -689,7 +689,7 @@ 
Check setupLoad spectral points
 

 
Table length=5
-
+

diff --git a/docs/dev/tutorials/analysis-1d/sg_execution_times.html b/docs/dev/tutorials/analysis-1d/sg_execution_times.html
index 07086325919..4eb87db0942 100644
--- a/docs/dev/tutorials/analysis-1d/sg_execution_times.html
+++ b/docs/dev/tutorials/analysis-1d/sg_execution_times.html
@@ -189,7 +189,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
@@ -278,7 +278,7 @@
                 
   

 
Computation times#

-
01:18.242 total execution time for tutorials_analysis-1d files:

+
00:53.915 total execution time for tutorials_analysis-1d files:

 

 
e_refe_mine_maxdndednde_errpdnde_errndnde_ulsqrt_tsis_ul

 
GeVGeVGeV1 / (cm2 GeV s)1 / (cm2 GeV s)1 / (cm2 GeV s)1 / (cm2 GeV s)

 
float64float64float64float64float64float64float64float32bool
@@ -287,31 +287,31 @@
 
-
+
-
+
-
+
-
+
-
+
-
+
-
+
diff --git a/docs/dev/tutorials/analysis-1d/spectral_analysis.html b/docs/dev/tutorials/analysis-1d/spectral_analysis.html
index 2e2d3944923..6d424c5a024 100644
--- a/docs/dev/tutorials/analysis-1d/spectral_analysis.html
+++ b/docs/dev/tutorials/analysis-1d/spectral_analysis.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
@@ -720,7 +720,7 @@ 
Check setupSpectral analysis of extended sources
 tutorial.

-
Total running time of the script: ( 0 minutes  24.966 seconds)

+
Total running time of the script: ( 0 minutes  17.636 seconds)

 

 
 

 
 
Spectral analysis (spectral_analysis.py)
00:24.966
00:17.636

 
0.0 MB

 

 
Spectral analysis with the HLI (spectral_analysis_hli.py)
00:15.046
00:10.524

 
0.0 MB

 

 
1D spectrum simulation (spectrum_simulation.py)
00:13.504
00:08.723

 
0.0 MB

 

 
Spectral analysis of extended sources (extended_source_spectral_analysis.py)
00:09.387
00:06.613

 
0.0 MB

 

 
Spectral analysis with energy-dependent directional cuts (spectral_analysis_rad_max.py)
00:08.081
00:05.480

 
0.0 MB

 

 
Flux point fitting (sed_fitting.py)
00:05.780
00:03.943

 
0.0 MB

 

 
Point source sensitivity (cta_sensitivity.py)
00:01.478
00:00.995

 
0.0 MB

 

 
@@ -287,15 +287,15 @@
 
-
+
-
+
-
+
diff --git a/docs/dev/tutorials/analysis-3d/analysis_3d.html b/docs/dev/tutorials/analysis-3d/analysis_3d.html
index 4203dac3dd5..f3949a4107a 100644
--- a/docs/dev/tutorials/analysis-3d/analysis_3d.html
+++ b/docs/dev/tutorials/analysis-3d/analysis_3d.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
@@ -619,7 +619,7 @@ 
Check setupplt.show()
 
 
-analysis 3d
interactive(children=(SelectionSlider(continuous_update=False, description='Select energy:', layout=Layout(width='50%'), options=('100 GeV - 158 GeV', '158 GeV - 251 GeV', '251 GeV - 398 GeV', '398 GeV - 631 GeV', '631 GeV - 1.00 TeV', '1.00 TeV - 1.58 TeV', '1.58 TeV - 2.51 TeV', '2.51 TeV - 3.98 TeV', '3.98 TeV - 6.31 TeV', '6.31 TeV - 10.0 TeV'), style=SliderStyle(description_width='initial'), value='100 GeV - 158 GeV'), RadioButtons(description='Select stretch:', index=1, options=('linear', 'sqrt', 'log'), style=DescriptionStyle(description_width='initial'), value='sqrt'), Output()), _dom_classes=('widget-interact',))
+analysis 3d
interactive(children=(SelectionSlider(continuous_update=False, description='Select energy:', layout=Layout(width='50%'), options=('100 GeV - 158 GeV', '158 GeV - 251 GeV', '251 GeV - 398 GeV', '398 GeV - 631 GeV', '631 GeV - 1.00 TeV', '1.00 TeV - 1.58 TeV', '1.58 TeV - 2.51 TeV', '2.51 TeV - 3.98 TeV', '3.98 TeV - 6.31 TeV', '6.31 TeV - 10.00 TeV'), style=SliderStyle(description_width='initial'), value='100 GeV - 158 GeV'), RadioButtons(description='Select stretch:', index=1, options=('linear', 'sqrt', 'log'), style=DescriptionStyle(description_width='initial'), value='sqrt'), Output()), _dom_classes=('widget-interact',))
 

 

 
And the background map

@@ -894,7 +894,7 @@ 
Data reductionplt.show()
 

 

-analysis 3d
interactive(children=(SelectionSlider(continuous_update=False, description='Select energy:', layout=Layout(width='50%'), options=('100 GeV - 158 GeV', '158 GeV - 251 GeV', '251 GeV - 398 GeV', '398 GeV - 631 GeV', '631 GeV - 1.00 TeV', '1.00 TeV - 1.58 TeV', '1.58 TeV - 2.51 TeV', '2.51 TeV - 3.98 TeV', '3.98 TeV - 6.31 TeV', '6.31 TeV - 10.0 TeV'), style=SliderStyle(description_width='initial'), value='100 GeV - 158 GeV'), RadioButtons(description='Select stretch:', index=1, options=('linear', 'sqrt', 'log'), style=DescriptionStyle(description_width='initial'), value='sqrt'), Output()), _dom_classes=('widget-interact',))
+analysis 3d
interactive(children=(SelectionSlider(continuous_update=False, description='Select energy:', layout=Layout(width='50%'), options=('100 GeV - 158 GeV', '158 GeV - 251 GeV', '251 GeV - 398 GeV', '398 GeV - 631 GeV', '631 GeV - 1.00 TeV', '1.00 TeV - 1.58 TeV', '1.58 TeV - 2.51 TeV', '2.51 TeV - 3.98 TeV', '3.98 TeV - 6.31 TeV', '6.31 TeV - 10.00 TeV'), style=SliderStyle(description_width='initial'), value='100 GeV - 158 GeV'), RadioButtons(description='Select stretch:', index=1, options=('linear', 'sqrt', 'log'), style=DescriptionStyle(description_width='initial'), value='sqrt'), Output()), _dom_classes=('widget-interact',))
 

 

 
We can quickly check the PSF

@@ -972,7 +972,7 @@ 
Fit quality assessment and model residuals for a 
 
   model      type      name      value    ...    max    frozen is_norm link
 ----------- -------- --------- ----------- ... --------- ------ ------- ----
-  gc-source spectral     index  2.4143e+00 ...       nan  False   False
-  gc-source spectral amplitude  2.6631e-12 ...       nan  False    True
+  gc-source spectral     index  2.4142e+00 ...       nan  False   False
+  gc-source spectral amplitude  2.6639e-12 ...       nan  False    True
   gc-source spectral reference  1.0000e+00 ...       nan   True   False
-  gc-source spectral   lambda_ -1.3375e-02 ...       nan  False   False
+  gc-source spectral   lambda_ -1.3272e-02 ...       nan  False   False
   gc-source spectral     alpha  1.0000e+00 ...       nan   True   False
-  gc-source  spatial     lon_0 -4.8062e-02 ...       nan  False   False
-  gc-source  spatial     lat_0 -5.2606e-02 ... 9.000e+01  False   False
+  gc-source  spatial     lon_0 -4.8059e-02 ...       nan  False   False
+  gc-source  spatial     lat_0 -5.2602e-02 ... 9.000e+01  False   False
 stacked-bkg spectral      norm  1.3481e+00 ...       nan  False    True
 stacked-bkg spectral      tilt  0.0000e+00 ...       nan   True   False
 stacked-bkg spectral reference  1.0000e+00 ...       nan   True   False
@@ -1040,7 +1040,7 @@ 
Fit quality assessment and model residuals for a plt.show()
 

 

-Energy 100 GeV - 1.00 TeV, Energy 1.00 TeV - 10.0 TeV
Distribution of residuals significance in the full map geometry:

+Energy 100 GeV - 1.00 TeV, Energy 1.00 TeV - 10.00 TeV
Distribution of residuals significance in the full map geometry:

 
significance_map = result["sqrt_ts"]
 
 kwargs_hist = {"density": True, "alpha": 0.9, "color": "red", "bins": 40}
@@ -1095,21 +1095,21 @@ 
Data reduction
MapDataset
 ----------
 
-  Name                            : UFKfB9uK
+  Name                            : LpAm40zN
 
   Total counts                    : 40481
   Total background counts         : 36014.51
@@ -1169,9 +1169,9 @@ 
Data reduction
  name   counts       excess      ... n_fit_bins stat_type stat_sum
                                   ...
 -------- ------ ----------------- ... ---------- --------- --------
-UFKfB9uK  40481       4466.484375 ...     693940      cash      nan
-rkrfGnxF  40525 4510.505523195905 ...     693940      cash      nan
-58DzpWoh  40235 4220.480554966147 ...     693940      cash      nan
+LpAm40zN  40481       4466.484375 ...     693940      cash      nan
+-RvKm0m5  40525 4510.505523195905 ...     693940      cash      nan
+7iwlUe8r  40235 4220.480554966147 ...     693940      cash      nan
 Models
 
 Component 0: SkyModel
@@ -1192,8 +1192,8 @@ 
Data reductionFit quality assessment and model residuals for a joint Fit quality assessment and model residuals for a joint ExercisesTotal running time of the script: ( 1 minutes  5.549 seconds)

+
Total running time of the script: ( 0 minutes  48.333 seconds)

 

 
 

 
 
Ring background map (ring_background.py)
00:30.445
00:21.503

 
0.0 MB

 

 
Source detection and significance maps (detect.py)
00:29.689
00:18.188

 
0.0 MB

 

 
2D map fitting (modeling_2D.py)
00:10.828
00:08.070

 
0.0 MB

 

 

+

-
-
-
-
-
+
+
+
+
+

 
e_refe_mine_maxdndednde_errtssqrt_tsnprednpred_excessstatcountssuccess

 
TeVTeVTeV1 / (cm2 s TeV)1 / (cm2 s TeV)

 
float64float64float64float64float64float64float64float64[1]float32[1]float64float64[1]bool
1.3750.9462.0001.447e-121.783e-13152.51312.350105.7752244878226383.8989213.412106.0True
2.6992.0003.6413.563e-134.835e-14150.65412.27473.0251191219844263.132472.24573.0True
5.2953.6417.7007.332e-141.138e-14121.57011.02653.98359208475904647.4558750.62454.0True
11.1987.70016.2846.353e-152.154e-1521.7894.66813.18842983819716610.6604475.74413.0True
21.97116.28429.6451.109e-156.938e-166.2502.5004.14531053887243.1979892.8994.0True
1.3750.9462.0001.447e-121.783e-13152.51312.350105.7752244874736883.8989213.412106.0True
2.6992.0003.6413.563e-134.835e-14150.65412.27473.0251191214878963.132472.24573.0True
5.2953.6417.7007.332e-141.138e-14121.57011.02653.9835920848837647.4558750.62454.0True
11.1987.70016.2846.353e-152.154e-1521.7894.66813.18842983819364910.6604475.74413.0True
21.97116.28429.6451.109e-156.938e-166.2502.5004.1453105388128773.1979892.8994.0True

 

 

 

@@ -1093,7 +1093,7 @@ 
What next?Total running time of the script: ( 0 minutes  30.625 seconds)

+
Total running time of the script: ( 0 minutes  20.471 seconds)

 

 

-
/home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy/data/observations.py:234: GammapyDeprecationWarning: Pointing will be required to be provided as FixedPointingInfo
+
/home/runner/work/gammapy-docs/gammapy-docs/gammapy/.tox/build_docs/lib/python3.9/site-packages/gammapy/data/observations.py:240: GammapyDeprecationWarning: Pointing will be required to be provided as FixedPointingInfo
   warnings.warn(
 

 

diff --git a/docs/dev/tutorials/analysis-3d/flux_profiles.html b/docs/dev/tutorials/analysis-3d/flux_profiles.html
index d19e808daad..7eca9418ef3 100644
--- a/docs/dev/tutorials/analysis-3d/flux_profiles.html
+++ b/docs/dev/tutorials/analysis-3d/flux_profiles.html
@@ -191,7 +191,7 @@
 
             $("#version_switcher_menu").append(node);
             // replace dropdown button text with the preferred display name of
-            // this version, rather than using sphinx's 1.2.dev694+gc0f028911 variable.
+            // this version, rather than using sphinx's 1.2.dev705+g675ede9a3 variable.
             // also highlight the dropdown entry for the currently-viewed
             // version's entry
             if (entry.version == "dev") {
@@ -618,7 +618,7 @@ 
Check setupSerialisation and I/O

@@ -915,7 +915,7 @@ 
Serialisation and I/O# sphinx_gallery_thumbnail_number = 2
-flux profiles

Total running time of the script: ( 0 minutes 34.514 seconds)

+flux profiles

Total running time of the script: ( 0 minutes 24.081 seconds)