Stat Analysis Implementation

[kevindougherty-noaa]

This is my second pass at adding the appropriate files needed to run a stat analysis job in the global-workflow.

[kevindougherty-noaa]

Scripts are updated to successfully run as expected. JCB algorithms templates will need to be added in a separate PR. Need to test over a significant time.

Example of output yaml created from running gdasanlstat job:

time window:
  begin: '2021-12-20T15:00:00Z'
obs spaces:
- obs space:
    name: aod
    obsdatain:
      engine:
        type: H5File
        obsfile: /scratch1/NCEPDEV/stmp2/Kevin.Dougherty/RUNDIRS/anlstat/gdas.2021122018/anlstat.817022/diag_viirs_npp_2021122015.nc4'
    simulated variables:
    - aerosolOpticalDepth
    observed variables:
    - aerosolOpticalDepth
    variables:
    - aerosolOpticalDepth
    groups to process:
    - bkgmob
    - bkgmob1
    qc groups:
    - EffectiveQC0
    - EffectiveQC1
    statistics to compute:
    - mean
    - count
    - RMS
    output file: viirs_npp_2021122015_output_aod.nc
    domains to process:
    - domain:
        name: nowhere
        first mask variable: latitude
        first mask range:
        - -180
        - -100
    - domain:
        name: SH
        first mask variable: latitude
        first mask range:
        - -90
        - 0
    - domain:
        name: NH
        first mask variable: latitude
        first mask range:
        - 0
        - 90

[kevindougherty-noaa]

Outdated and replaced by PR #8. Closing..