Nabat.yaml

- key: Nabat EUR AOD
  doi: [pers_comm, Pierre Nabat]
  metric:
    name: aod_rmse
    long_name: plausibillity of RMSE of the European Aerosol Optical Depth
    units: aod
    variables: aod550
    comment: >
      Aerosol Optical Depth (AOD) spatial RMSE, annual mean, satellite reference dataset (MACv2, 2000-2014)
    best: 0
    worst: +inf
  type: performance
  spatial_scope: EUR
  temporal_scope: Annual
  plausible_values:
    min: 0
    max: 0.2
    source: author
    comment: >
      Plausibility threshold is set at 0.2. All models are below 0.2 except for 2 GCMs from the same institute that are above 0.7
  data_source: author
  data:
    ACCESS-CM2_r1i1p1f1: 0.0934
    ACCESS-ESM1-5_r1i1p1f1: 0.0639
    AWI-ESM-1-1-LR_r1i1p1f1: 0.0604
    BCC-ESM1_r1i1p1f1: 0.1289
    CanESM5_r1i1p1f1: 0.0904
    CanESM5-CanOE_r1i1p2f1: 0.1040
    CESM2_r1i1p1f1: 0.0572
    CESM2-FV2_r1i1p1f1: 0.0696
    CESM2-WACCM_r1i1p1f1: 0.0585
    CESM2-WACCM-FV2_r1i1p1f1: 0.1494
    CMCC-CM2-SR5_r1i1p1f1: 0.0777
    CMCC-ESM2_r1i1p1f1: 0.0760
    CNRM-CM6-1_r1i1p1f2: 0.0736
    CNRM-CM6-1-HR_r1i1p1f2: 0.0737
    CNRM-ESM2-1_r1i1p1f2: 0.0825
    E3SM-1-0_r1i1p1f1: 0.0486
    E3SM-1-1_r1i1p1f1: 0.0518
    E3SM-1-1-ECA_r1i1p1f1: 0.0447
    EC-Earth3-AerChem_r1i1p1f1: 0.0494
    GFDL-CM4_r1i1p1f1: 0.0528
    GFDL-ESM4_r1i1p1f1: 0.0720
    GISS-E2-1-G_r1i1p3f1: 0.5050
    GISS-E2-1-G_r1i1p5f1: 0.1167
    GISS-E2-1-H_r1i1p3f1: 0.4652
    GISS-E2-1-H_r1i1p5f1: 0.1163
    HadGEM3-GC31-LL_r1i1p1f3: 0.0883
    HadGEM3-GC31-MM_r1i1p1f3: 0.0677
    INM-CM4-8_r1i1p1f1: 0.1477
    INM-CM5-0_r1i1p1f1: 0.1388
    IPSL-CM6A-LR_r1i1p1f1: 0.0683
    IPSL-CM6A-LR-INCA_r1i1p1f1: 0.0917
    KACE-1-0-G_r1i1p1f1: 0.1875
    MIROC-ES2L_r1i1p1f2: 0.0761
    MIROC6_r1i1p1f1: 0.0809
    MPI-ESM1-2-HR_r1i1p1f1: 0.0602
    MPI-ESM1-2-LR_r1i1p1f1: 0.0604
    MPI-ESM-1-2-HAM_r1i1p1f1: 0.1129
    MRI-ESM2-0_r1i1p1f1: 0.0693
    NorESM2-LM_r1i1p1f1: 0.0628
    NorESM2-MM_r1i1p1f1: 0.0558
    TaiESM1_r1i1p1f1: 0.0655
    UKESM1-0-LL_r1i1p1f2: 0.0565

- key: Nabat EUR AOD hist trend
  doi: [pers_comm, Pierre Nabat]
  metric:
    name: aod_histtrend
    long_name: plausibillity of past trend of the European Aerosol Optical Depth
    units: aod
    variables: aod550
    comment: >
      Change in Aerosol Optical Depth (AOD) between 2 sub-periods of the historical run, annual mean
      Difference in AOD is computed between 2000-2014 and 1976-1990. 
      This period corresponds to the well-known brightening period in Europe
      during which it is virtual certain that AOD has decreased over Europe
      This metrics is inspired by Nabat et al. 2014, doi:10.1002/2014GL060798
      The MACv2 dataset can be used to obtain a low-confidence estimate of the real value. 
      MACv2 shows a AOD decrease of -0.0315 between 1976-1990 and 2000-2014.
      Any GCM having a trend more than 2 times MACv2 (<-0.08) can be considered as
      showing a strong AOD past trend that will contribute to re-inforce the historical warming in the RCM 
    best: 0
    worst: +inf
  type: performance
  spatial_scope: EUR
  temporal_scope: Annual
  plausible_values:
    min: -999
    max: 0
    source: author
    comment: >
      Plausibility threshold is set at 0, meaning that any postive value (increase in AOD over the period) is considered as implausible. 
  data_source: author
  data:
    ACCESS-CM2_r1i1p1f1: -0.1249 
    ACCESS-ESM1-5_r1i1p1f1: -0.0711 
    AWI-ESM-1-1-LR_r1i1p1f1: -0.1123 
    BCC-ESM1_r1i1p1f1: -0.0958 
    CanESM5_r1i1p1f1: -0.0999 
    CanESM5-CanOE_r1i1p2f1: -0.1031 
    CESM2_r1i1p1f1: -0.0174 
    CESM2-FV2_r1i1p1f1: -0.0087 
    CESM2-WACCM_r1i1p1f1: -0.0397 
    CESM2-WACCM-FV2_r1i1p1f1: -0.0427 
    CMCC-CM2-SR5_r1i1p1f1: -0.0040 
    CMCC-ESM2_r1i1p1f1: -0.0046 
    CNRM-CM6-1_r1i1p1f2: -0.0326 
    CNRM-CM6-1-HR_r1i1p1f2: -0.0336 
    CNRM-ESM2-1_r1i1p1f2: -0.0378 
    E3SM-1-0_r1i1p1f1: -0.0311 
    E3SM-1-1_r1i1p1f1: -0.0359 
    E3SM-1-1-ECA_r1i1p1f1: -0.0315 
    EC-Earth3-AerChem_r1i1p1f1: -0.0603 
    GFDL-CM4_r1i1p1f1: -0.1318 
    GFDL-ESM4_r1i1p1f1: -0.1043 
    GISS-E2-1-G_r1i1p3f1: -0.2661 
    GISS-E2-1-G_r1i1p5f1: -0.1289 
    GISS-E2-1-H_r1i1p3f1: -0.2770 
    GISS-E2-1-H_r1i1p5f1: -0.1301 
    HadGEM3-GC31-LL_r1i1p1f3: -0.1212 
    HadGEM3-GC31-MM_r1i1p1f3: -0.1148 
    INM-CM4-8_r1i1p1f1: -0.1573 
    INM-CM5-0_r1i1p1f1: -0.1604 
    IPSL-CM6A-LR_r1i1p1f1: -0.0330 
    IPSL-CM6A-LR-INCA_r1i1p1f1: -0.0623 
    KACE-1-0-G_r1i1p1f1: -0.1748 
    MIROC-ES2L_r1i1p1f2: -0.0967 
    MIROC6_r1i1p1f1: -0.0962 
    MPI-ESM1-2-HR_r1i1p1f1: -0.1124 
    MPI-ESM1-2-LR_r1i1p1f1: -0.1123 
    MPI-ESM-1-2-HAM_r1i1p1f1: -0.1558 
    MRI-ESM2-0_r1i1p1f1: -0.1864 
    NorESM2-LM_r1i1p1f1: -0.0357 
    NorESM2-MM_r1i1p1f1: -0.0322 
    TaiESM1_r1i1p1f1: -0.0260 
    UKESM1-0-LL_r1i1p1f2: -0.0859 

- key: Nabat EUR AOD future change
  doi: [pers_comm, Pierre Nabat]
  metric:
    name: aod_futurechange
    long_name: Future evolution of the European Aerosol Optical Depth
    units: aod
    variables: aod550
    comment: >
      Change in Aerosol Optical Depth (AOD) between periods over Europe, annual mean
      Difference in AOD is computed between 2086-2100 (SSP585) and 2000-2014 (HIST)
  type: future_spread
  spatial_scope: EUR
  temporal_scope: Annual
  period:
    reference: 2000-2014
    target: 2086-2100
  classes:
    limits: [-99, -0.04, 0, +99]
    labels: [strong decrease, decrease, increase]
    source: author
    comment: >
  data_source: author
  data:
    ssp585:
      ACCESS-CM2_r1i1p1f1: -0.0262
      ACCESS-ESM1-5_r1i1p1f1: -0.0100
      CanESM5_r1i1p1f1: -0.0123
      CanESM5-CanOE_r1i1p2f1: -0.0190
      CESM2_r1i1p1f1: -0.0122
      CESM2-WACCM_r1i1p1f1: -0.0041
      CMCC-CM2-SR5_r1i1p1f1: -0.0104
      CMCC-ESM2_r1i1p1f1: -0.0095
      CNRM-CM6-1_r1i1p1f2: -0.0110
      CNRM-CM6-1-HR_r1i1p1f2: -0.0107
      CNRM-ESM2-1_r1i1p1f2: -0.0049
      E3SM-1-1_r1i1p1f1: -0.0141
      GFDL-CM4_r1i1p1f1: -0.0117
      GFDL-ESM4_r1i1p1f1: -0.0336
      GISS-E2-1-G_r1i1p3f1: -0.1700
      GISS-E2-1-G_r1i1p5f1: -0.0582
      HadGEM3-GC31-LL_r1i1p1f3: -0.0250
      HadGEM3-GC31-MM_r1i1p1f3: -0.0208
      INM-CM4-8_r1i1p1f1: -0.0176
      INM-CM5-0_r1i1p1f1: -0.0203
      IPSL-CM6A-LR_r1i1p1f1: -0.0268
      KACE-1-0-G_r1i1p1f1: -0.0334
      MIROC-ES2L_r1i1p1f2: -0.0129
      MIROC6_r1i1p1f1: -0.0047
      MPI-ESM1-2-HR_r1i1p1f1: -0.0242
      MPI-ESM1-2-LR_r1i1p1f1: -0.0250
      MRI-ESM2-0_r1i1p1f1: -0.0157
      NorESM2-LM_r1i1p1f1: -0.0050
      NorESM2-MM_r1i1p1f1: -0.0081
      TaiESM1_r1i1p1f1: -0.0159
      UKESM1-0-LL_r1i1p1f2: -0.0238