documentation:
  title: Model Monitoring
  description: 'This a recipe to monitor experiments by automatizing the creation
    of plots

    from raw preprocessor output.'
  authors:
  - vegas-regidor_javier
  maintainer:
  - loosveldt-tomas_saskia
preprocessors:
  timeseries_regular:
    area_statistics:
      operator: mean
  climatology:
    climate_statistics:
      period: month
  climatology_pr:
    climate_statistics:
      period: month
    convert_units:
      units: kg m-2 day-1
  climatology_500hPa:
    extract_levels:
      levels: 50000
      scheme: linear
      coordinate: air_pressure
    climate_statistics:
      period: month
  climatology_200hPa:
    extract_levels:
      levels: 20000
      scheme: linear
      coordinate: air_pressure
    climate_statistics:
      period: month
  nao_djf:
    extract_region:
      start_longitude: -90.0
      end_longitude: 60.0
      start_latitude: 20.0
      end_latitude: 87.5
    extract_season:
      season: djf
    seasonal_statistics:
      operator: mean
  sam_jja:
    extract_region:
      start_longitude: 0.0
      end_longitude: 360.0
      start_latitude: -90.0
      end_latitude: -50
    extract_season:
      season: djf
    seasonal_statistics:
      operator: mean
  nino34:
    extract_region:
      start_longitude: -170.0
      end_longitude: -120
      start_latitude: -5.0
      end_latitude: 5.0
    mask_landsea:
      mask_out: land
    area_statistics:
      operator: mean
  nino3:
    extract_region:
      start_longitude: -150.0
      end_longitude: -90
      start_latitude: -5.0
      end_latitude: 5.0
    mask_landsea:
      mask_out: land
    area_statistics:
      operator: mean
  mlotstnorth:
    extract_region:
      start_longitude: 0.0
      end_longitude: 360
      start_latitude: 50.0
      end_latitude: 90.0
    mask_landsea:
      mask_out: land
    area_statistics:
      operator: mean
  mlotstsouth:
    extract_region:
      start_longitude: 0.0
      end_longitude: 360
      start_latitude: -90.0
      end_latitude: -40.0
    mask_landsea:
      mask_out: land
    area_statistics:
      operator: mean
  clim_aso:
    extract_season:
      season: son
    climate_statistics:
      period: month
  clim_fma:
    extract_season:
      season: mam
    climate_statistics:
      period: month
  default: {}
diagnostics:
  plot_timeseries_annual_cycle:
    description: Plot time series and annualcycles
    variables:
      tas:
        exp: historical
        grid: gn
        mip: Amon
        preprocessor: timeseries_regular
        project: CMIP6
        supplementary_variables:
        - mip: fx
          short_name: areacella
          activity: CMIP
          institute: NCC
        timerange: 1850/2014
        version: v20190815
        ensemble: r1i1p1f1
    scripts:
      plot:
        script: monitor/monitor.py
        plots:
          timeseries: {}
          annual_cycle: {}
  plot_timeseries:
    description: Plot time series
    variables:
      nino3:
        exp: historical
        grid: gn
        mip: Omon
        plot_name: "Ni\xF1o 3 index"
        preprocessor: nino3
        project: CMIP6
        short_name: tos
        supplementary_variables:
        - short_name: sftof
          mip: Ofx
          activity: CMIP
          institute: NCC
          version: v20191108
        - short_name: areacello
          mip: Ofx
          activity: CMIP
          institute: NCC
        timerange: 1850/2014
        version: v20190815
        ensemble: r1i1p1f1
      nino34:
        exp: historical
        grid: gn
        mip: Omon
        plot_name: "Ni\xF1o 3.4 index"
        preprocessor: nino34
        project: CMIP6
        short_name: tos
        supplementary_variables:
        - short_name: sftof
          mip: Ofx
          activity: CMIP
          institute: NCC
          version: v20191108
        - short_name: areacello
          mip: Ofx
          activity: CMIP
          institute: NCC
        timerange: 1850/2014
        version: v20190815
        ensemble: r1i1p1f1
    scripts:
      plot:
        script: monitor/monitor.py
        plots:
          timeseries: {}
  plot_annual_cycle:
    description: Plot annual cycles
    variables:
      mlotst-north:
        exp: historical
        grid: gn
        mip: Omon
        plot_name: "Mixed layer depth average above 50\xBAN"
        preprocessor: mlotstnorth
        project: CMIP6
        short_name: mlotst
        supplementary_variables:
        - short_name: sftof
          mip: Ofx
          activity: CMIP
          institute: NCC
          version: v20191108
        - short_name: areacello
          mip: Ofx
          activity: CMIP
          institute: NCC
        timerange: 1850/2014
        version: v20190815
        ensemble: r1i1p1f1
      mlotst-south:
        exp: historical
        grid: gn
        mip: Omon
        plot_name: "Mixed layer depth average below 40\xBAS"
        preprocessor: mlotstsouth
        project: CMIP6
        short_name: mlotst
        supplementary_variables:
        - short_name: sftof
          mip: Ofx
          activity: CMIP
          institute: NCC
          version: v20191108
        - short_name: areacello
          mip: Ofx
          activity: CMIP
          institute: NCC
        timerange: 1850/2014
        version: v20190815
        ensemble: r1i1p1f1
    scripts:
      plot:
        script: monitor/monitor.py
        plots:
          annual_cycle: {}
  global_climatologies:
    description: Plot map data
    variables:
      tas:
        exp: historical
        grid: gn
        mip: Amon
        preprocessor: climatology
        project: CMIP6
        timerange: 1850/2014
        version: v20190815
        ensemble: r1i1p1f1
      ps:
        exp: historical
        grid: gn
        mip: Amon
        preprocessor: climatology
        project: CMIP6
        timerange: 1850/2014
        version: v20190815
        ensemble: r1i1p1f1
      rsns:
        derive: true
        exp: historical
        grid: gn
        mip: Amon
        preprocessor: climatology
        project: CMIP6
        timerange: 1850/2014
        version: v20190815
        ensemble: r1i1p1f1
      rlns:
        derive: true
        exp: historical
        grid: gn
        mip: Amon
        preprocessor: climatology
        project: CMIP6
        timerange: 1850/2014
        version: v20190815
        ensemble: r1i1p1f1
      hfss:
        exp: historical
        grid: gn
        mip: Amon
        preprocessor: climatology
        project: CMIP6
        timerange: 1850/2014
        version: v20190815
        ensemble: r1i1p1f1
      hfls:
        exp: historical
        grid: gn
        mip: Amon
        preprocessor: climatology
        project: CMIP6
        timerange: 1850/2014
        version: v20190815
        ensemble: r1i1p1f1
      pr:
        exp: historical
        grid: gn
        mip: Amon
        preprocessor: climatology_pr
        project: CMIP6
        timerange: 1850/2014
        version: v20190815
        ensemble: r1i1p1f1
      evspsbl:
        exp: historical
        grid: gn
        mip: Amon
        preprocessor: climatology
        project: CMIP6
        timerange: 1850/2014
        version: v20190815
        ensemble: r1i1p1f1
      ua200:
        exp: historical
        grid: gn
        mip: Amon
        plot_name: Eastward Wind at 200 hPa
        preprocessor: climatology_200hPa
        project: CMIP6
        short_name: ua
        timerange: 1850/2014
        version: v20190815
        ensemble: r1i1p1f1
      ua500:
        exp: historical
        grid: gn
        mip: Amon
        plot_name: Eastward Wind at 500 hPa
        preprocessor: climatology_500hPa
        project: CMIP6
        short_name: ua
        timerange: 1850/2014
        version: v20190815
        ensemble: r1i1p1f1
      zg200:
        exp: historical
        grid: gn
        mip: Amon
        plot_name: Geopotential height at 200 hPa
        preprocessor: climatology_200hPa
        project: CMIP6
        short_name: zg
        timerange: 1850/2014
        version: v20190815
        ensemble: r1i1p1f1
      zg500:
        exp: historical
        grid: gn
        mip: Amon
        plot_name: Geopotential height at 500 hPa
        preprocessor: climatology_500hPa
        project: CMIP6
        short_name: zg
        timerange: 1850/2014
        version: v20190815
        ensemble: r1i1p1f1
      tos:
        exp: historical
        grid: gn
        mip: Omon
        preprocessor: climatology
        project: CMIP6
        timerange: 1850/2014
        version: v20190815
        ensemble: r1i1p1f1
      zos:
        exp: historical
        grid: gn
        mip: Omon
        preprocessor: climatology
        project: CMIP6
        timerange: 1850/2014
        version: v20190815
        ensemble: r1i1p1f1
      sos:
        exp: historical
        grid: gn
        mip: Omon
        preprocessor: climatology
        project: CMIP6
        timerange: 1850/2014
        version: v20190815
        ensemble: r1i1p1f1
    scripts:
      plot:
        script: monitor/monitor.py
        plots:
          clim: {}
          seasonclim: {}
          monclim: {}
  polar_climatology:
    description: Plot climatologies on both poles
    variables:
      tas:
        exp: historical
        grid: gn
        mip: Amon
        preprocessor: climatology
        project: CMIP6
        timerange: 1850/2014
        version: v20190815
        ensemble: r1i1p1f1
      pr:
        exp: historical
        grid: gn
        mip: Amon
        preprocessor: climatology_pr
        project: CMIP6
        timerange: 1850/2014
        version: v20190815
        ensemble: r1i1p1f1
      tos:
        exp: historical
        grid: gn
        mip: Omon
        preprocessor: climatology
        project: CMIP6
        timerange: 1850/2014
        version: v20190815
        ensemble: r1i1p1f1
      sos:
        exp: historical
        grid: gn
        mip: Omon
        preprocessor: climatology
        project: CMIP6
        timerange: 1850/2014
        version: v20190815
        ensemble: r1i1p1f1
    scripts:
      plot:
        script: monitor/monitor.py
        plots:
          clim:
            maps:
            - arctic
            - antarctic
  eofs:
    description: Compute eofs
    variables:
      nao:
        eof_name: NAO as first EOF in DJF
        exp: historical
        grid: gn
        mip: Amon
        pc_name: NAO index as first PC in DJF
        preprocessor: nao_djf
        project: CMIP6
        short_name: psl
        timerange: 1850/2014
        version: v20190815
        ensemble: r1i1p1f1
      sam:
        eof_name: SAM as first EOF in JJA
        exp: historical
        grid: gn
        mip: Amon
        pc_name: SAM index as first PC in JJA
        preprocessor: sam_jja
        project: CMIP6
        short_name: psl
        timerange: 1850/2014
        version: v20190815
        ensemble: r1i1p1f1
    scripts:
      eof:
        script: monitor/compute_eofs.py
        plots:
          timeseries: {}
          annual_cycle: {}
  polar_monthly_climatology:
    description: Plot monthly climatologies on both poles
    variables:
      siconc:
        exp: historical
        grid: gn
        mip: SImon
        preprocessor: climatology
        project: CMIP6
        timerange: 1850/2014
        version: v20190815
        ensemble: r1i1p1f1
    scripts:
      plot:
        script: monitor/monitor.py
        plots:
          monclim:
            maps:
            - arctic
            - antarctic
            months:
            - 3
            - 9
            rows: 1
            columns: 2
            plot_size:
            - 5.0
            - 4.0
  nh_clims:
    description: Plot climatologies
    variables:
      mltost-fma:
        exp: historical
        grid: gn
        mip: Omon
        preprocessor: clim_fma
        project: CMIP6
        short_name: mlotst
        timerange: 1850/2014
        version: v20190815
        ensemble: r1i1p1f1
    scripts:
      plot:
        script: monitor/monitor.py
        plots:
          clim:
            maps:
            - north
  sh_clims:
    description: Plot climatologies
    variables:
      mltost-aso:
        exp: historical
        grid: gn
        mip: Omon
        preprocessor: clim_aso
        project: CMIP6
        short_name: mlotst
        timerange: 1850/2014
        version: v20190815
        ensemble: r1i1p1f1
    scripts:
      plot:
        script: monitor/monitor.py
        plots:
          clim:
            maps:
            - south
datasets:
- dataset: NorESM2-LM