recipe_model_benchmarking_maps.yml

# ESMValTool
---
documentation:
  title: Benchmarking of a single model.
  description: >
    Benchmarking: map plots.
  authors:
    - lauer_axel
    - bock_lisa
    - hassler_birgit
    - ruhe_lukas
    - schlund_manuel
  maintainer:
    - lauer_axel
  references:
    - lauer24gmd
  projects:
    - dlrmabak


datasets:
  - {dataset: ACCESS-CM2, grid: gn, institute: CSIRO-ARCCSS}
  - {dataset: ACCESS-ESM1-5, grid: gn, institute: CSIRO}
  - {dataset: AWI-CM-1-1-MR, grid: gn}
  - {dataset: AWI-ESM-1-1-LR, grid: gn}
  - {dataset: BCC-CSM2-MR, grid: gn}
  - {dataset: BCC-ESM1, grid: gn}
  - {dataset: CAMS-CSM1-0, grid: gn}
  - {dataset: CanESM5, grid: gn}
  - {dataset: CanESM5-CanOE, grid: gn, ensemble: r1i1p2f1}
  - {dataset: CESM2, grid: gn}
  - {dataset: CESM2-FV2, grid: gn, institute: NCAR}
  - {dataset: CESM2-WACCM, grid: gn, institute: NCAR}
  - {dataset: CESM2-WACCM-FV2, grid: gn, institute: NCAR}
  - {dataset: CIESM}
  - {dataset: CNRM-CM6-1, ensemble: r1i1p1f2}
  - {dataset: CNRM-CM6-1-HR, ensemble: r1i1p1f2}
  - {dataset: CNRM-ESM2-1, ensemble: r1i1p1f2}
  - {dataset: E3SM-1-0}
  - {dataset: E3SM-1-1, institute: E3SM-Project}
  - {dataset: EC-Earth3-Veg}
  - {dataset: FGOALS-f3-L}
  - {dataset: FGOALS-g3, grid: gn}
  - {dataset: FIO-ESM-2-0, grid: gn}
  - {dataset: GFDL-ESM4, grid: gr1}
  - {dataset: GISS-E2-1-G, grid: gn}
  - {dataset: GISS-E2-1-H, grid: gn}
  - {dataset: HadGEM3-GC31-LL, ensemble: r1i1p1f3, grid: gn}
  - {dataset: HadGEM3-GC31-MM, ensemble: r1i1p1f3, grid: gn}
  - {dataset: INM-CM4-8, grid: gr1}
  - {dataset: INM-CM5-0, grid: gr1}
  - {dataset: IPSL-CM6A-LR}
  - {dataset: KACE-1-0-G}
  - {dataset: MCM-UA-1-0, grid: gn}
  - {dataset: MIROC-ES2L, ensemble: r1i1p1f2, grid: gn}
  - {dataset: MPI-ESM-1-2-HAM, grid: gn}
  - {dataset: MPI-ESM1-2-HR, grid: gn}
  - {dataset: MPI-ESM1-2-LR, grid: gn}
  - {dataset: MRI-ESM2-0, grid: gn}
  - {dataset: NESM3, grid: gn}
  - {dataset: NorESM2-LM, grid: gn, institute: NCC}
  - {dataset: NorESM2-MM, grid: gn, institute: NCC}
  - {dataset: SAM0-UNICON, grid: gn}
  - {dataset: UKESM1-0-LL, ensemble: r1i1p1f2, grid: gn}
  # Dataset to be benchmarked
  - {dataset: MIROC6, grid: gn, benchmark_dataset: true, alias: MIROC6}


preprocessors:

  pp_pr:
    custom_order: true
    regrid_time:
      calendar: standard
    regrid:
      target_grid: 2x2
      scheme: linear
    convert_units:
      units: mm day-1
    distance_metric:
      metric: rmse
      coords: [time]
    multi_model_statistics:
      span: overlap
      statistics:
        - operator: percentile
          percent: 90
      exclude: [reference_dataset, MIROC6]


diagnostics:

  benchmarking_maps:
    description: Plot RMSE map.
    variables:
      pr:
        timerange: '2000/2004'
        preprocessor: pp_pr
        project: CMIP6
        mip: Amon
        exp: historical
        ensemble: r1i1p1f1
        grid: gr
        reference_dataset: GPCP-SG
        additional_datasets:
          - {dataset: GPCP-SG, project: OBS, type: atmos, version: 2.3, tier: 2, reference_for_metric: true, alias: GPCP-SG}
    scripts:
      allplots:
        script: monitor/multi_datasets.py
        plot_folder: '{plot_dir}'
        group_variables_by: variable_group
        plots:
          benchmarking_map:
            plot_kwargs:
              default:
                cmap: 'cool'
                levels: [0.0, 0.5, 1.0, 2.0, 3.0, 5.0, 7.5, 10.0]