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Nabat.yaml
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Nabat.yaml
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- 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