Evaluation Global Linear Trends CMIP6
CMIP6 Multi-Model Mean Context
Comparison with CMIP6 ensemble mean from 11 members.
Contributing models: ACCESS-ESM1-5, AWI-CM-1-1-MR, CNRM-CM6-1, CNRM-ESM2-1, EC-Earth3, FGOALS-g3, GISS-E2-1-G, INM-CM5-0, IPSL-CM6A-LR, MPI-ESM1-2-LR, MRI-ESM2-0
Total Cloud Cover Annual Linear Trend
| Variables | clt |
|---|---|
| Models | IFS-FESOM2-SR, IFS-NEMO-ER, ICON-ESM-ER, CMIP6 MMM, MPI-ESM1-2-LR/r1i1p1f1, GISS-E2-1-G/r1i1p1f2, IPSL-CM6A-LR/r1i1p1f1, ACCESS-ESM1-5/r1i1p1f1, EC-Earth3/r1i1p1f1, CNRM-CM6-1/r1i1p1f2, AWI-CM-1-1-MR/r1i1p1f1, CNRM-ESM2-1/r1i1p1f2, FGOALS-g3/r1i1p1f1, INM-CM5-0/r1i1p1f1, MRI-ESM2-0/r1i1p1f1 |
| Reference Dataset | ERA5 |
| Units | %/decade |
| Period | 1980–2014 |
| IFS-FESOM2-SR | Global Mean Trend: -0.09 · Global Mean Trend Diff: -0.29 · Trend Rmse: 1.14 |
| IFS-NEMO-ER | Global Mean Trend: 0.02 · Global Mean Trend Diff: -0.18 · Trend Rmse: 1.05 |
| ICON-ESM-ER | Global Mean Trend: 0.04 · Global Mean Trend Diff: -0.15 · Trend Rmse: 1.15 |
| CMIP6 MMM | Global Mean Trend Diff: -0.24 · Trend Rmse: 1.06 |
| MPI-ESM1-2-LR/r1i1p1f1 | Global Mean Trend Diff: -0.27 · Trend Rmse: 1.16 |
| GISS-E2-1-G/r1i1p1f2 | Global Mean Trend Diff: -0.10 · Trend Rmse: 1.13 |
| IPSL-CM6A-LR/r1i1p1f1 | Global Mean Trend Diff: -0.32 · Trend Rmse: 1.12 |
| ACCESS-ESM1-5/r1i1p1f1 | Global Mean Trend Diff: -0.44 · Trend Rmse: 1.39 |
| EC-Earth3/r1i1p1f1 | Global Mean Trend Diff: -0.32 · Trend Rmse: 1.19 |
| CNRM-CM6-1/r1i1p1f2 | Global Mean Trend Diff: -0.25 · Trend Rmse: 1.14 |
| AWI-CM-1-1-MR/r1i1p1f1 | Global Mean Trend Diff: -0.20 · Trend Rmse: 1.14 |
| CNRM-ESM2-1/r1i1p1f2 | Global Mean Trend Diff: -0.21 · Trend Rmse: 1.12 |
| FGOALS-g3/r1i1p1f1 | Global Mean Trend Diff: -0.10 · Trend Rmse: 1.16 |
| INM-CM5-0/r1i1p1f1 | Global Mean Trend Diff: -0.30 · Trend Rmse: 1.25 |
| MRI-ESM2-0/r1i1p1f1 | Global Mean Trend Diff: -0.15 · Trend Rmse: 1.13 |
Total Cloud Cover DJF Linear Trend
| Variables | clt |
|---|---|
| Models | IFS-FESOM2-SR, IFS-NEMO-ER, ICON-ESM-ER, CMIP6 MMM, MPI-ESM1-2-LR/r1i1p1f1, GISS-E2-1-G/r1i1p1f2, IPSL-CM6A-LR/r1i1p1f1, ACCESS-ESM1-5/r1i1p1f1, EC-Earth3/r1i1p1f1, CNRM-CM6-1/r1i1p1f2, AWI-CM-1-1-MR/r1i1p1f1, CNRM-ESM2-1/r1i1p1f2, FGOALS-g3/r1i1p1f1, INM-CM5-0/r1i1p1f1, MRI-ESM2-0/r1i1p1f1 |
| Reference Dataset | ERA5 |
| Units | %/decade |
| Period | 1980–2014 |
| CMIP6 MMM | Global Mean Trend Diff: -0.24 · Trend Rmse: None |
| MPI-ESM1-2-LR/r1i1p1f1 | Global Mean Trend Diff: -0.33 · Trend Rmse: None |
| GISS-E2-1-G/r1i1p1f2 | Global Mean Trend Diff: -0.01 · Trend Rmse: None |
| IPSL-CM6A-LR/r1i1p1f1 | Global Mean Trend Diff: -0.25 · Trend Rmse: None |
| ACCESS-ESM1-5/r1i1p1f1 | Global Mean Trend Diff: -0.38 · Trend Rmse: None |
| EC-Earth3/r1i1p1f1 | Global Mean Trend Diff: -0.24 · Trend Rmse: None |
| CNRM-CM6-1/r1i1p1f2 | Global Mean Trend Diff: -0.23 · Trend Rmse: None |
| AWI-CM-1-1-MR/r1i1p1f1 | Global Mean Trend Diff: -0.23 · Trend Rmse: None |
| CNRM-ESM2-1/r1i1p1f2 | Global Mean Trend Diff: -0.31 · Trend Rmse: None |
| FGOALS-g3/r1i1p1f1 | Global Mean Trend Diff: -0.22 · Trend Rmse: None |
| INM-CM5-0/r1i1p1f1 | Global Mean Trend Diff: -0.31 · Trend Rmse: None |
| MRI-ESM2-0/r1i1p1f1 | Global Mean Trend Diff: -0.14 · Trend Rmse: None |
Total Cloud Cover JJA Linear Trend
| Variables | clt |
|---|---|
| Models | IFS-FESOM2-SR, IFS-NEMO-ER, ICON-ESM-ER, CMIP6 MMM, MPI-ESM1-2-LR/r1i1p1f1, GISS-E2-1-G/r1i1p1f2, IPSL-CM6A-LR/r1i1p1f1, ACCESS-ESM1-5/r1i1p1f1, EC-Earth3/r1i1p1f1, CNRM-CM6-1/r1i1p1f2, AWI-CM-1-1-MR/r1i1p1f1, CNRM-ESM2-1/r1i1p1f2, FGOALS-g3/r1i1p1f1, INM-CM5-0/r1i1p1f1, MRI-ESM2-0/r1i1p1f1 |
| Reference Dataset | ERA5 |
| Units | %/decade |
| Period | 1980–2014 |
| CMIP6 MMM | Global Mean Trend Diff: -0.33 · Trend Rmse: None |
| MPI-ESM1-2-LR/r1i1p1f1 | Global Mean Trend Diff: -0.32 · Trend Rmse: None |
| GISS-E2-1-G/r1i1p1f2 | Global Mean Trend Diff: -0.25 · Trend Rmse: None |
| IPSL-CM6A-LR/r1i1p1f1 | Global Mean Trend Diff: -0.43 · Trend Rmse: None |
| ACCESS-ESM1-5/r1i1p1f1 | Global Mean Trend Diff: -0.51 · Trend Rmse: None |
| EC-Earth3/r1i1p1f1 | Global Mean Trend Diff: -0.46 · Trend Rmse: None |
| CNRM-CM6-1/r1i1p1f2 | Global Mean Trend Diff: -0.30 · Trend Rmse: None |
| AWI-CM-1-1-MR/r1i1p1f1 | Global Mean Trend Diff: -0.34 · Trend Rmse: None |
| CNRM-ESM2-1/r1i1p1f2 | Global Mean Trend Diff: -0.28 · Trend Rmse: None |
| FGOALS-g3/r1i1p1f1 | Global Mean Trend Diff: -0.18 · Trend Rmse: None |
| INM-CM5-0/r1i1p1f1 | Global Mean Trend Diff: -0.36 · Trend Rmse: None |
| MRI-ESM2-0/r1i1p1f1 | Global Mean Trend Diff: -0.19 · Trend Rmse: None |
Surface Latent Heat Flux Annual Linear Trend
| Variables | hfls |
|---|---|
| Models | IFS-FESOM2-SR, IFS-NEMO-ER, ICON-ESM-ER |
| Reference Dataset | ERA5 |
| Units | W/m2/decade |
| Period | 1980–2014 |
| IFS-FESOM2-SR | Global Mean Trend: 0.41 · Global Mean Trend Diff: -1.53 · Trend Rmse: 3.30 |
| IFS-NEMO-ER | Global Mean Trend: 0.19 · Global Mean Trend Diff: -1.74 · Trend Rmse: 3.28 |
| ICON-ESM-ER | Global Mean Trend: 0.25 · Global Mean Trend Diff: -1.68 · Trend Rmse: 3.44 |
Surface Latent Heat Flux DJF Linear Trend
| Variables | hfls |
|---|---|
| Models | IFS-FESOM2-SR, IFS-NEMO-ER, ICON-ESM-ER |
| Reference Dataset | ERA5 |
| Units | W/m2/decade |
| Period | 1980–2014 |
Surface Latent Heat Flux JJA Linear Trend
| Variables | hfls |
|---|---|
| Models | IFS-FESOM2-SR, IFS-NEMO-ER, ICON-ESM-ER |
| Reference Dataset | ERA5 |
| Units | W/m2/decade |
| Period | 1980–2014 |
Surface Sensible Heat Flux Annual Linear Trend
| Variables | hfss |
|---|---|
| Models | IFS-FESOM2-SR, IFS-NEMO-ER, ICON-ESM-ER |
| Reference Dataset | ERA5 |
| Units | W/m2/decade |
| Period | 1980–2014 |
| IFS-FESOM2-SR | Global Mean Trend: -0.14 · Global Mean Trend Diff: -0.34 · Trend Rmse: 1.39 |
| IFS-NEMO-ER | Global Mean Trend: -0.08 · Global Mean Trend Diff: -0.28 · Trend Rmse: 1.20 |
| ICON-ESM-ER | Global Mean Trend: -0.10 · Global Mean Trend Diff: -0.29 · Trend Rmse: 1.32 |
Surface Sensible Heat Flux DJF Linear Trend
| Variables | hfss |
|---|---|
| Models | IFS-FESOM2-SR, IFS-NEMO-ER, ICON-ESM-ER |
| Reference Dataset | ERA5 |
| Units | W/m2/decade |
| Period | 1980–2014 |
Surface Sensible Heat Flux JJA Linear Trend
| Variables | hfss |
|---|---|
| Models | IFS-FESOM2-SR, IFS-NEMO-ER, ICON-ESM-ER |
| Reference Dataset | ERA5 |
| Units | W/m2/decade |
| Period | 1980–2014 |
Total Precipitation Rate Annual Linear Trend
| Variables | pr |
|---|---|
| Models | IFS-FESOM2-SR, IFS-NEMO-ER, ICON-ESM-ER, CMIP6 MMM, MPI-ESM1-2-LR/r1i1p1f1, GISS-E2-1-G/r1i1p1f2, IPSL-CM6A-LR/r1i1p1f1, ACCESS-ESM1-5/r1i1p1f1, EC-Earth3/r1i1p1f1, CNRM-CM6-1/r1i1p1f2, AWI-CM-1-1-MR/r1i1p1f1, CNRM-ESM2-1/r1i1p1f2, FGOALS-g3/r1i1p1f1, INM-CM5-0/r1i1p1f1, MRI-ESM2-0/r1i1p1f1 |
| Reference Dataset | ERA5 |
| Units | kg/m2/s/decade |
| Period | 1980–2014 |
| IFS-FESOM2-SR | Global Mean Trend: 0.00 · Global Mean Trend Diff: -0.00 · Trend Rmse: 0.00 |
| IFS-NEMO-ER | Global Mean Trend: 0.00 · Global Mean Trend Diff: -0.00 · Trend Rmse: 0.00 |
| ICON-ESM-ER | Global Mean Trend: 0.00 · Global Mean Trend Diff: -0.00 · Trend Rmse: 0.00 |
| CMIP6 MMM | Global Mean Trend Diff: -0.00 · Trend Rmse: 0.00 |
| MPI-ESM1-2-LR/r1i1p1f1 | Global Mean Trend Diff: -0.00 · Trend Rmse: 0.00 |
| GISS-E2-1-G/r1i1p1f2 | Global Mean Trend Diff: -0.00 · Trend Rmse: 0.00 |
| IPSL-CM6A-LR/r1i1p1f1 | Global Mean Trend Diff: -0.00 · Trend Rmse: 0.00 |
| ACCESS-ESM1-5/r1i1p1f1 | Global Mean Trend Diff: -0.00 · Trend Rmse: 0.00 |
| EC-Earth3/r1i1p1f1 | Global Mean Trend Diff: -0.00 · Trend Rmse: 0.00 |
| CNRM-CM6-1/r1i1p1f2 | Global Mean Trend Diff: -0.00 · Trend Rmse: 0.00 |
| AWI-CM-1-1-MR/r1i1p1f1 | Global Mean Trend Diff: -0.00 · Trend Rmse: 0.00 |
| CNRM-ESM2-1/r1i1p1f2 | Global Mean Trend Diff: -0.00 · Trend Rmse: 0.00 |
| FGOALS-g3/r1i1p1f1 | Global Mean Trend Diff: -0.00 · Trend Rmse: 0.00 |
| INM-CM5-0/r1i1p1f1 | Global Mean Trend Diff: -0.00 · Trend Rmse: 0.00 |
| MRI-ESM2-0/r1i1p1f1 | Global Mean Trend Diff: -0.00 · Trend Rmse: 0.00 |
Total Precipitation Rate DJF Linear Trend
| Variables | pr |
|---|---|
| Models | IFS-FESOM2-SR, IFS-NEMO-ER, ICON-ESM-ER, CMIP6 MMM, MPI-ESM1-2-LR/r1i1p1f1, GISS-E2-1-G/r1i1p1f2, IPSL-CM6A-LR/r1i1p1f1, ACCESS-ESM1-5/r1i1p1f1, EC-Earth3/r1i1p1f1, CNRM-CM6-1/r1i1p1f2, AWI-CM-1-1-MR/r1i1p1f1, CNRM-ESM2-1/r1i1p1f2, FGOALS-g3/r1i1p1f1, INM-CM5-0/r1i1p1f1, MRI-ESM2-0/r1i1p1f1 |
| Reference Dataset | ERA5 |
| Units | kg/m2/s/decade |
| Period | 1980–2014 |
| CMIP6 MMM | Global Mean Trend Diff: -0.00 · Trend Rmse: None |
| MPI-ESM1-2-LR/r1i1p1f1 | Global Mean Trend Diff: -0.00 · Trend Rmse: None |
| GISS-E2-1-G/r1i1p1f2 | Global Mean Trend Diff: -0.00 · Trend Rmse: None |
| IPSL-CM6A-LR/r1i1p1f1 | Global Mean Trend Diff: -0.00 · Trend Rmse: None |
| ACCESS-ESM1-5/r1i1p1f1 | Global Mean Trend Diff: -0.00 · Trend Rmse: None |
| EC-Earth3/r1i1p1f1 | Global Mean Trend Diff: -0.00 · Trend Rmse: None |
| CNRM-CM6-1/r1i1p1f2 | Global Mean Trend Diff: -0.00 · Trend Rmse: None |
| AWI-CM-1-1-MR/r1i1p1f1 | Global Mean Trend Diff: -0.00 · Trend Rmse: None |
| CNRM-ESM2-1/r1i1p1f2 | Global Mean Trend Diff: -0.00 · Trend Rmse: None |
| FGOALS-g3/r1i1p1f1 | Global Mean Trend Diff: -0.00 · Trend Rmse: None |
| INM-CM5-0/r1i1p1f1 | Global Mean Trend Diff: -0.00 · Trend Rmse: None |
| MRI-ESM2-0/r1i1p1f1 | Global Mean Trend Diff: -0.00 · Trend Rmse: None |
Total Precipitation Rate JJA Linear Trend
| Variables | pr |
|---|---|
| Models | IFS-FESOM2-SR, IFS-NEMO-ER, ICON-ESM-ER, CMIP6 MMM, MPI-ESM1-2-LR/r1i1p1f1, GISS-E2-1-G/r1i1p1f2, IPSL-CM6A-LR/r1i1p1f1, ACCESS-ESM1-5/r1i1p1f1, EC-Earth3/r1i1p1f1, CNRM-CM6-1/r1i1p1f2, AWI-CM-1-1-MR/r1i1p1f1, CNRM-ESM2-1/r1i1p1f2, FGOALS-g3/r1i1p1f1, INM-CM5-0/r1i1p1f1, MRI-ESM2-0/r1i1p1f1 |
| Reference Dataset | ERA5 |
| Units | kg/m2/s/decade |
| Period | 1980–2014 |
| CMIP6 MMM | Global Mean Trend Diff: -0.00 · Trend Rmse: None |
| MPI-ESM1-2-LR/r1i1p1f1 | Global Mean Trend Diff: -0.00 · Trend Rmse: None |
| GISS-E2-1-G/r1i1p1f2 | Global Mean Trend Diff: -0.00 · Trend Rmse: None |
| IPSL-CM6A-LR/r1i1p1f1 | Global Mean Trend Diff: -0.00 · Trend Rmse: None |
| ACCESS-ESM1-5/r1i1p1f1 | Global Mean Trend Diff: -0.00 · Trend Rmse: None |
| EC-Earth3/r1i1p1f1 | Global Mean Trend Diff: 0.00 · Trend Rmse: None |
| CNRM-CM6-1/r1i1p1f2 | Global Mean Trend Diff: -0.00 · Trend Rmse: None |
| AWI-CM-1-1-MR/r1i1p1f1 | Global Mean Trend Diff: -0.00 · Trend Rmse: None |
| CNRM-ESM2-1/r1i1p1f2 | Global Mean Trend Diff: -0.00 · Trend Rmse: None |
| FGOALS-g3/r1i1p1f1 | Global Mean Trend Diff: -0.00 · Trend Rmse: None |
| INM-CM5-0/r1i1p1f1 | Global Mean Trend Diff: -0.00 · Trend Rmse: None |
| MRI-ESM2-0/r1i1p1f1 | Global Mean Trend Diff: -0.00 · Trend Rmse: None |
Mean Sea Level Pressure Annual Linear Trend
| Variables | psl |
|---|---|
| Models | IFS-FESOM2-SR, IFS-NEMO-ER, ICON-ESM-ER, CMIP6 MMM, MPI-ESM1-2-LR/r1i1p1f1, GISS-E2-1-G/r1i1p1f2, IPSL-CM6A-LR/r1i1p1f1, ACCESS-ESM1-5/r1i1p1f1, EC-Earth3/r1i1p1f1, CNRM-CM6-1/r1i1p1f2, AWI-CM-1-1-MR/r1i1p1f1, CNRM-ESM2-1/r1i1p1f2, FGOALS-g3/r1i1p1f1, INM-CM5-0/r1i1p1f1, MRI-ESM2-0/r1i1p1f1 |
| Reference Dataset | ERA5 |
| Units | Pa/decade |
| Period | 1980–2014 |
| IFS-FESOM2-SR | Global Mean Trend: -1.97 · Global Mean Trend Diff: -7.20 · Trend Rmse: 28.70 |
| IFS-NEMO-ER | Global Mean Trend: -1.48 · Global Mean Trend Diff: -6.71 · Trend Rmse: 23.64 |
| ICON-ESM-ER | Global Mean Trend: -1.36 · Global Mean Trend Diff: -6.59 · Trend Rmse: 22.56 |
| CMIP6 MMM | Global Mean Trend Diff: -5.92 · Trend Rmse: 21.65 |
| MPI-ESM1-2-LR/r1i1p1f1 | Global Mean Trend Diff: -6.64 · Trend Rmse: 25.69 |
| GISS-E2-1-G/r1i1p1f2 | Global Mean Trend Diff: -6.93 · Trend Rmse: 22.88 |
| IPSL-CM6A-LR/r1i1p1f1 | Global Mean Trend Diff: -7.58 · Trend Rmse: 28.03 |
| ACCESS-ESM1-5/r1i1p1f1 | Global Mean Trend Diff: -4.47 · Trend Rmse: 32.15 |
| EC-Earth3/r1i1p1f1 | Global Mean Trend Diff: -2.13 · Trend Rmse: 28.19 |
| CNRM-CM6-1/r1i1p1f2 | Global Mean Trend Diff: -4.38 · Trend Rmse: 32.79 |
| AWI-CM-1-1-MR/r1i1p1f1 | Global Mean Trend Diff: -7.37 · Trend Rmse: 26.68 |
| CNRM-ESM2-1/r1i1p1f2 | Global Mean Trend Diff: -3.34 · Trend Rmse: 25.78 |
| FGOALS-g3/r1i1p1f1 | Global Mean Trend Diff: -7.29 · Trend Rmse: 31.49 |
| INM-CM5-0/r1i1p1f1 | Global Mean Trend Diff: -7.75 · Trend Rmse: 26.52 |
| MRI-ESM2-0/r1i1p1f1 | Global Mean Trend Diff: -7.17 · Trend Rmse: 33.55 |
Mean Sea Level Pressure DJF Linear Trend
| Variables | psl |
|---|---|
| Models | IFS-FESOM2-SR, IFS-NEMO-ER, ICON-ESM-ER, CMIP6 MMM, MPI-ESM1-2-LR/r1i1p1f1, GISS-E2-1-G/r1i1p1f2, IPSL-CM6A-LR/r1i1p1f1, ACCESS-ESM1-5/r1i1p1f1, EC-Earth3/r1i1p1f1, CNRM-CM6-1/r1i1p1f2, AWI-CM-1-1-MR/r1i1p1f1, CNRM-ESM2-1/r1i1p1f2, FGOALS-g3/r1i1p1f1, INM-CM5-0/r1i1p1f1, MRI-ESM2-0/r1i1p1f1 |
| Reference Dataset | ERA5 |
| Units | Pa/decade |
| Period | 1980–2014 |
| CMIP6 MMM | Global Mean Trend Diff: -6.70 · Trend Rmse: None |
| MPI-ESM1-2-LR/r1i1p1f1 | Global Mean Trend Diff: -6.53 · Trend Rmse: None |
| GISS-E2-1-G/r1i1p1f2 | Global Mean Trend Diff: -7.08 · Trend Rmse: None |
| IPSL-CM6A-LR/r1i1p1f1 | Global Mean Trend Diff: -8.14 · Trend Rmse: None |
| ACCESS-ESM1-5/r1i1p1f1 | Global Mean Trend Diff: -5.41 · Trend Rmse: None |
| EC-Earth3/r1i1p1f1 | Global Mean Trend Diff: -4.19 · Trend Rmse: None |
| CNRM-CM6-1/r1i1p1f2 | Global Mean Trend Diff: -5.74 · Trend Rmse: None |
| AWI-CM-1-1-MR/r1i1p1f1 | Global Mean Trend Diff: -7.93 · Trend Rmse: None |
| CNRM-ESM2-1/r1i1p1f2 | Global Mean Trend Diff: -4.57 · Trend Rmse: None |
| FGOALS-g3/r1i1p1f1 | Global Mean Trend Diff: -7.68 · Trend Rmse: None |
| INM-CM5-0/r1i1p1f1 | Global Mean Trend Diff: -8.41 · Trend Rmse: None |
| MRI-ESM2-0/r1i1p1f1 | Global Mean Trend Diff: -7.76 · Trend Rmse: None |
Mean Sea Level Pressure JJA Linear Trend
| Variables | psl |
|---|---|
| Models | IFS-FESOM2-SR, IFS-NEMO-ER, ICON-ESM-ER, CMIP6 MMM, MPI-ESM1-2-LR/r1i1p1f1, GISS-E2-1-G/r1i1p1f2, IPSL-CM6A-LR/r1i1p1f1, ACCESS-ESM1-5/r1i1p1f1, EC-Earth3/r1i1p1f1, CNRM-CM6-1/r1i1p1f2, AWI-CM-1-1-MR/r1i1p1f1, CNRM-ESM2-1/r1i1p1f2, FGOALS-g3/r1i1p1f1, INM-CM5-0/r1i1p1f1, MRI-ESM2-0/r1i1p1f1 |
| Reference Dataset | ERA5 |
| Units | Pa/decade |
| Period | 1980–2014 |
| CMIP6 MMM | Global Mean Trend Diff: -5.36 · Trend Rmse: None |
| MPI-ESM1-2-LR/r1i1p1f1 | Global Mean Trend Diff: -6.36 · Trend Rmse: None |
| GISS-E2-1-G/r1i1p1f2 | Global Mean Trend Diff: -7.51 · Trend Rmse: None |
| IPSL-CM6A-LR/r1i1p1f1 | Global Mean Trend Diff: -7.25 · Trend Rmse: None |
| ACCESS-ESM1-5/r1i1p1f1 | Global Mean Trend Diff: -3.22 · Trend Rmse: None |
| EC-Earth3/r1i1p1f1 | Global Mean Trend Diff: -0.57 · Trend Rmse: None |
| CNRM-CM6-1/r1i1p1f2 | Global Mean Trend Diff: -3.10 · Trend Rmse: None |
| AWI-CM-1-1-MR/r1i1p1f1 | Global Mean Trend Diff: -6.84 · Trend Rmse: None |
| CNRM-ESM2-1/r1i1p1f2 | Global Mean Trend Diff: -2.37 · Trend Rmse: None |
| FGOALS-g3/r1i1p1f1 | Global Mean Trend Diff: -7.01 · Trend Rmse: None |
| INM-CM5-0/r1i1p1f1 | Global Mean Trend Diff: -7.35 · Trend Rmse: None |
| MRI-ESM2-0/r1i1p1f1 | Global Mean Trend Diff: -7.21 · Trend Rmse: None |
Surface Downwelling Longwave Annual Linear Trend
| Variables | rlds |
|---|---|
| Models | IFS-FESOM2-SR, IFS-NEMO-ER, ICON-ESM-ER, CMIP6 MMM, MPI-ESM1-2-LR/r1i1p1f1, GISS-E2-1-G/r1i1p1f2, IPSL-CM6A-LR/r1i1p1f1, ACCESS-ESM1-5/r1i1p1f1, EC-Earth3/r1i1p1f1, CNRM-CM6-1/r1i1p1f2, AWI-CM-1-1-MR/r1i1p1f1, CNRM-ESM2-1/r1i1p1f2, FGOALS-g3/r1i1p1f1, INM-CM5-0/r1i1p1f1, MRI-ESM2-0/r1i1p1f1 |
| Reference Dataset | ERA5 |
| Units | W/m2/decade |
| Period | 1980–2014 |
| IFS-FESOM2-SR | Global Mean Trend: 1.84 · Global Mean Trend Diff: 1.06 · Trend Rmse: 1.56 |
| IFS-NEMO-ER | Global Mean Trend: 1.24 · Global Mean Trend Diff: 0.45 · Trend Rmse: 1.23 |
| ICON-ESM-ER | Global Mean Trend: 1.18 · Global Mean Trend Diff: 0.39 · Trend Rmse: 1.04 |
| CMIP6 MMM | Global Mean Trend Diff: 0.87 · Trend Rmse: 1.24 |
| MPI-ESM1-2-LR/r1i1p1f1 | Global Mean Trend Diff: 0.40 · Trend Rmse: 1.02 |
| GISS-E2-1-G/r1i1p1f2 | Global Mean Trend Diff: 0.51 · Trend Rmse: 1.21 |
| IPSL-CM6A-LR/r1i1p1f1 | Global Mean Trend Diff: 0.97 · Trend Rmse: 1.49 |
| ACCESS-ESM1-5/r1i1p1f1 | Global Mean Trend Diff: 1.32 · Trend Rmse: 1.87 |
| EC-Earth3/r1i1p1f1 | Global Mean Trend Diff: 1.86 · Trend Rmse: 2.37 |
| CNRM-CM6-1/r1i1p1f2 | Global Mean Trend Diff: 0.46 · Trend Rmse: 1.34 |
| AWI-CM-1-1-MR/r1i1p1f1 | Global Mean Trend Diff: 1.03 · Trend Rmse: 1.46 |
| CNRM-ESM2-1/r1i1p1f2 | Global Mean Trend Diff: 0.78 · Trend Rmse: 1.28 |
| FGOALS-g3/r1i1p1f1 | Global Mean Trend Diff: 0.96 · Trend Rmse: 1.60 |
| INM-CM5-0/r1i1p1f1 | Global Mean Trend Diff: 0.68 · Trend Rmse: 1.26 |
| MRI-ESM2-0/r1i1p1f1 | Global Mean Trend Diff: 0.61 · Trend Rmse: 1.21 |
Surface Downwelling Longwave DJF Linear Trend
| Variables | rlds |
|---|---|
| Models | IFS-FESOM2-SR, IFS-NEMO-ER, ICON-ESM-ER, CMIP6 MMM, MPI-ESM1-2-LR/r1i1p1f1, GISS-E2-1-G/r1i1p1f2, IPSL-CM6A-LR/r1i1p1f1, ACCESS-ESM1-5/r1i1p1f1, EC-Earth3/r1i1p1f1, CNRM-CM6-1/r1i1p1f2, AWI-CM-1-1-MR/r1i1p1f1, CNRM-ESM2-1/r1i1p1f2, FGOALS-g3/r1i1p1f1, INM-CM5-0/r1i1p1f1, MRI-ESM2-0/r1i1p1f1 |
| Reference Dataset | ERA5 |
| Units | W/m2/decade |
| Period | 1980–2014 |
| CMIP6 MMM | Global Mean Trend Diff: 0.83 · Trend Rmse: None |
| MPI-ESM1-2-LR/r1i1p1f1 | Global Mean Trend Diff: 0.35 · Trend Rmse: None |
| GISS-E2-1-G/r1i1p1f2 | Global Mean Trend Diff: 0.51 · Trend Rmse: None |
| IPSL-CM6A-LR/r1i1p1f1 | Global Mean Trend Diff: 0.84 · Trend Rmse: None |
| ACCESS-ESM1-5/r1i1p1f1 | Global Mean Trend Diff: 1.35 · Trend Rmse: None |
| EC-Earth3/r1i1p1f1 | Global Mean Trend Diff: 1.76 · Trend Rmse: None |
| CNRM-CM6-1/r1i1p1f2 | Global Mean Trend Diff: 0.44 · Trend Rmse: None |
| AWI-CM-1-1-MR/r1i1p1f1 | Global Mean Trend Diff: 0.97 · Trend Rmse: None |
| CNRM-ESM2-1/r1i1p1f2 | Global Mean Trend Diff: 0.76 · Trend Rmse: None |
| FGOALS-g3/r1i1p1f1 | Global Mean Trend Diff: 0.91 · Trend Rmse: None |
| INM-CM5-0/r1i1p1f1 | Global Mean Trend Diff: 0.61 · Trend Rmse: None |
| MRI-ESM2-0/r1i1p1f1 | Global Mean Trend Diff: 0.66 · Trend Rmse: None |
Surface Downwelling Longwave JJA Linear Trend
| Variables | rlds |
|---|---|
| Models | IFS-FESOM2-SR, IFS-NEMO-ER, ICON-ESM-ER, CMIP6 MMM, MPI-ESM1-2-LR/r1i1p1f1, GISS-E2-1-G/r1i1p1f2, IPSL-CM6A-LR/r1i1p1f1, ACCESS-ESM1-5/r1i1p1f1, EC-Earth3/r1i1p1f1, CNRM-CM6-1/r1i1p1f2, AWI-CM-1-1-MR/r1i1p1f1, CNRM-ESM2-1/r1i1p1f2, FGOALS-g3/r1i1p1f1, INM-CM5-0/r1i1p1f1, MRI-ESM2-0/r1i1p1f1 |
| Reference Dataset | ERA5 |
| Units | W/m2/decade |
| Period | 1980–2014 |
| CMIP6 MMM | Global Mean Trend Diff: 0.87 · Trend Rmse: None |
| MPI-ESM1-2-LR/r1i1p1f1 | Global Mean Trend Diff: 0.34 · Trend Rmse: None |
| GISS-E2-1-G/r1i1p1f2 | Global Mean Trend Diff: 0.44 · Trend Rmse: None |
| IPSL-CM6A-LR/r1i1p1f1 | Global Mean Trend Diff: 1.04 · Trend Rmse: None |
| ACCESS-ESM1-5/r1i1p1f1 | Global Mean Trend Diff: 1.31 · Trend Rmse: None |
| EC-Earth3/r1i1p1f1 | Global Mean Trend Diff: 1.88 · Trend Rmse: None |
| CNRM-CM6-1/r1i1p1f2 | Global Mean Trend Diff: 0.48 · Trend Rmse: None |
| AWI-CM-1-1-MR/r1i1p1f1 | Global Mean Trend Diff: 1.01 · Trend Rmse: None |
| CNRM-ESM2-1/r1i1p1f2 | Global Mean Trend Diff: 0.77 · Trend Rmse: None |
| FGOALS-g3/r1i1p1f1 | Global Mean Trend Diff: 0.94 · Trend Rmse: None |
| INM-CM5-0/r1i1p1f1 | Global Mean Trend Diff: 0.72 · Trend Rmse: None |
| MRI-ESM2-0/r1i1p1f1 | Global Mean Trend Diff: 0.62 · Trend Rmse: None |
Surface Downwelling Shortwave Annual Linear Trend
| Variables | rsds |
|---|---|
| Models | IFS-FESOM2-SR, IFS-NEMO-ER, ICON-ESM-ER, CMIP6 MMM, MPI-ESM1-2-LR/r1i1p1f1, GISS-E2-1-G/r1i1p1f2, IPSL-CM6A-LR/r1i1p1f1, ACCESS-ESM1-5/r1i1p1f1, EC-Earth3/r1i1p1f1, CNRM-CM6-1/r1i1p1f2, AWI-CM-1-1-MR/r1i1p1f1, CNRM-ESM2-1/r1i1p1f2, FGOALS-g3/r1i1p1f1, INM-CM5-0/r1i1p1f1, MRI-ESM2-0/r1i1p1f1 |
| Reference Dataset | ERA5 |
| Units | W/m2/decade |
| Period | 1980–2014 |
| IFS-FESOM2-SR | Global Mean Trend: -0.16 · Global Mean Trend Diff: -0.08 · Trend Rmse: 1.79 |
| IFS-NEMO-ER | Global Mean Trend: -0.18 · Global Mean Trend Diff: -0.10 · Trend Rmse: 1.69 |
| ICON-ESM-ER | Global Mean Trend: -0.12 · Global Mean Trend Diff: -0.04 · Trend Rmse: 1.92 |
| CMIP6 MMM | Global Mean Trend Diff: -0.06 · Trend Rmse: 1.65 |
| MPI-ESM1-2-LR/r1i1p1f1 | Global Mean Trend Diff: 0.02 · Trend Rmse: 1.69 |
| GISS-E2-1-G/r1i1p1f2 | Global Mean Trend Diff: -0.12 · Trend Rmse: 1.89 |
| IPSL-CM6A-LR/r1i1p1f1 | Global Mean Trend Diff: -0.15 · Trend Rmse: 1.83 |
| ACCESS-ESM1-5/r1i1p1f1 | Global Mean Trend Diff: 0.27 · Trend Rmse: 2.15 |
| EC-Earth3/r1i1p1f1 | Global Mean Trend Diff: -0.19 · Trend Rmse: 2.02 |
| CNRM-CM6-1/r1i1p1f2 | Global Mean Trend Diff: -0.10 · Trend Rmse: 1.93 |
| AWI-CM-1-1-MR/r1i1p1f1 | Global Mean Trend Diff: -0.07 · Trend Rmse: 1.85 |
| CNRM-ESM2-1/r1i1p1f2 | Global Mean Trend Diff: -0.18 · Trend Rmse: 1.84 |
| FGOALS-g3/r1i1p1f1 | Global Mean Trend Diff: -0.11 · Trend Rmse: 1.92 |
| INM-CM5-0/r1i1p1f1 | Global Mean Trend Diff: 0.12 · Trend Rmse: 1.82 |
| MRI-ESM2-0/r1i1p1f1 | Global Mean Trend Diff: -0.10 · Trend Rmse: 1.86 |
Surface Downwelling Shortwave DJF Linear Trend
| Variables | rsds |
|---|---|
| Models | IFS-FESOM2-SR, IFS-NEMO-ER, ICON-ESM-ER, CMIP6 MMM, MPI-ESM1-2-LR/r1i1p1f1, GISS-E2-1-G/r1i1p1f2, IPSL-CM6A-LR/r1i1p1f1, ACCESS-ESM1-5/r1i1p1f1, EC-Earth3/r1i1p1f1, CNRM-CM6-1/r1i1p1f2, AWI-CM-1-1-MR/r1i1p1f1, CNRM-ESM2-1/r1i1p1f2, FGOALS-g3/r1i1p1f1, INM-CM5-0/r1i1p1f1, MRI-ESM2-0/r1i1p1f1 |
| Reference Dataset | ERA5 |
| Units | W/m2/decade |
| Period | 1980–2014 |
| CMIP6 MMM | Global Mean Trend Diff: -0.01 · Trend Rmse: None |
| MPI-ESM1-2-LR/r1i1p1f1 | Global Mean Trend Diff: 0.07 · Trend Rmse: None |
| GISS-E2-1-G/r1i1p1f2 | Global Mean Trend Diff: -0.10 · Trend Rmse: None |
| IPSL-CM6A-LR/r1i1p1f1 | Global Mean Trend Diff: -0.11 · Trend Rmse: None |
| ACCESS-ESM1-5/r1i1p1f1 | Global Mean Trend Diff: 0.20 · Trend Rmse: None |
| EC-Earth3/r1i1p1f1 | Global Mean Trend Diff: 0.02 · Trend Rmse: None |
| CNRM-CM6-1/r1i1p1f2 | Global Mean Trend Diff: -0.09 · Trend Rmse: None |
| AWI-CM-1-1-MR/r1i1p1f1 | Global Mean Trend Diff: -0.07 · Trend Rmse: None |
| CNRM-ESM2-1/r1i1p1f2 | Global Mean Trend Diff: -0.14 · Trend Rmse: None |
| FGOALS-g3/r1i1p1f1 | Global Mean Trend Diff: 0.14 · Trend Rmse: None |
| INM-CM5-0/r1i1p1f1 | Global Mean Trend Diff: 0.16 · Trend Rmse: None |
| MRI-ESM2-0/r1i1p1f1 | Global Mean Trend Diff: -0.17 · Trend Rmse: None |
Surface Downwelling Shortwave JJA Linear Trend
| Variables | rsds |
|---|---|
| Models | IFS-FESOM2-SR, IFS-NEMO-ER, ICON-ESM-ER, CMIP6 MMM, MPI-ESM1-2-LR/r1i1p1f1, GISS-E2-1-G/r1i1p1f2, IPSL-CM6A-LR/r1i1p1f1, ACCESS-ESM1-5/r1i1p1f1, EC-Earth3/r1i1p1f1, CNRM-CM6-1/r1i1p1f2, AWI-CM-1-1-MR/r1i1p1f1, CNRM-ESM2-1/r1i1p1f2, FGOALS-g3/r1i1p1f1, INM-CM5-0/r1i1p1f1, MRI-ESM2-0/r1i1p1f1 |
| Reference Dataset | ERA5 |
| Units | W/m2/decade |
| Period | 1980–2014 |
| CMIP6 MMM | Global Mean Trend Diff: -0.03 · Trend Rmse: None |
| MPI-ESM1-2-LR/r1i1p1f1 | Global Mean Trend Diff: 0.07 · Trend Rmse: None |
| GISS-E2-1-G/r1i1p1f2 | Global Mean Trend Diff: -0.05 · Trend Rmse: None |
| IPSL-CM6A-LR/r1i1p1f1 | Global Mean Trend Diff: -0.14 · Trend Rmse: None |
| ACCESS-ESM1-5/r1i1p1f1 | Global Mean Trend Diff: 0.37 · Trend Rmse: None |
| EC-Earth3/r1i1p1f1 | Global Mean Trend Diff: -0.26 · Trend Rmse: None |
| CNRM-CM6-1/r1i1p1f2 | Global Mean Trend Diff: -0.01 · Trend Rmse: None |
| AWI-CM-1-1-MR/r1i1p1f1 | Global Mean Trend Diff: 0.05 · Trend Rmse: None |
| CNRM-ESM2-1/r1i1p1f2 | Global Mean Trend Diff: -0.19 · Trend Rmse: None |
| FGOALS-g3/r1i1p1f1 | Global Mean Trend Diff: -0.14 · Trend Rmse: None |
| INM-CM5-0/r1i1p1f1 | Global Mean Trend Diff: 0.10 · Trend Rmse: None |
| MRI-ESM2-0/r1i1p1f1 | Global Mean Trend Diff: -0.09 · Trend Rmse: None |
2m Temperature Annual Linear Trend
| Variables | tas |
|---|---|
| Models | IFS-FESOM2-SR, IFS-NEMO-ER, ICON-ESM-ER, CMIP6 MMM, MPI-ESM1-2-LR/r1i1p1f1, GISS-E2-1-G/r1i1p1f2, IPSL-CM6A-LR/r1i1p1f1, ACCESS-ESM1-5/r1i1p1f1, EC-Earth3/r1i1p1f1, CNRM-CM6-1/r1i1p1f2, AWI-CM-1-1-MR/r1i1p1f1, CNRM-ESM2-1/r1i1p1f2, FGOALS-g3/r1i1p1f1, INM-CM5-0/r1i1p1f1, MRI-ESM2-0/r1i1p1f1 |
| Reference Dataset | ERA5 |
| Units | K/decade |
| Period | 1980–2014 |
| IFS-FESOM2-SR | Global Mean Trend: 0.27 · Global Mean Trend Diff: 0.12 · Trend Rmse: 0.27 |
| IFS-NEMO-ER | Global Mean Trend: 0.16 · Global Mean Trend Diff: 0.00 · Trend Rmse: 0.22 |
| ICON-ESM-ER | Global Mean Trend: 0.16 · Global Mean Trend Diff: 0.00 · Trend Rmse: 0.19 |
| CMIP6 MMM | Global Mean Trend Diff: 0.09 · Trend Rmse: 0.19 |
| MPI-ESM1-2-LR/r1i1p1f1 | Global Mean Trend Diff: 0.02 · Trend Rmse: 0.18 |
| GISS-E2-1-G/r1i1p1f2 | Global Mean Trend Diff: 0.04 · Trend Rmse: 0.21 |
| IPSL-CM6A-LR/r1i1p1f1 | Global Mean Trend Diff: 0.10 · Trend Rmse: 0.23 |
| ACCESS-ESM1-5/r1i1p1f1 | Global Mean Trend Diff: 0.18 · Trend Rmse: 0.29 |
| EC-Earth3/r1i1p1f1 | Global Mean Trend Diff: 0.25 · Trend Rmse: 0.41 |
| CNRM-CM6-1/r1i1p1f2 | Global Mean Trend Diff: 0.02 · Trend Rmse: 0.28 |
| AWI-CM-1-1-MR/r1i1p1f1 | Global Mean Trend Diff: 0.13 · Trend Rmse: 0.24 |
| CNRM-ESM2-1/r1i1p1f2 | Global Mean Trend Diff: 0.08 · Trend Rmse: 0.23 |
| FGOALS-g3/r1i1p1f1 | Global Mean Trend Diff: 0.12 · Trend Rmse: 0.27 |
| INM-CM5-0/r1i1p1f1 | Global Mean Trend Diff: 0.05 · Trend Rmse: 0.21 |
| MRI-ESM2-0/r1i1p1f1 | Global Mean Trend Diff: 0.06 · Trend Rmse: 0.22 |
2m Temperature DJF Linear Trend
| Variables | tas |
|---|---|
| Models | IFS-FESOM2-SR, IFS-NEMO-ER, ICON-ESM-ER, CMIP6 MMM, MPI-ESM1-2-LR/r1i1p1f1, GISS-E2-1-G/r1i1p1f2, IPSL-CM6A-LR/r1i1p1f1, ACCESS-ESM1-5/r1i1p1f1, EC-Earth3/r1i1p1f1, CNRM-CM6-1/r1i1p1f2, AWI-CM-1-1-MR/r1i1p1f1, CNRM-ESM2-1/r1i1p1f2, FGOALS-g3/r1i1p1f1, INM-CM5-0/r1i1p1f1, MRI-ESM2-0/r1i1p1f1 |
| Reference Dataset | ERA5 |
| Units | K/decade |
| Period | 1980–2014 |
| CMIP6 MMM | Global Mean Trend Diff: 0.11 · Trend Rmse: None |
| MPI-ESM1-2-LR/r1i1p1f1 | Global Mean Trend Diff: 0.03 · Trend Rmse: None |
| GISS-E2-1-G/r1i1p1f2 | Global Mean Trend Diff: 0.03 · Trend Rmse: None |
| IPSL-CM6A-LR/r1i1p1f1 | Global Mean Trend Diff: 0.08 · Trend Rmse: None |
| ACCESS-ESM1-5/r1i1p1f1 | Global Mean Trend Diff: 0.20 · Trend Rmse: None |
| EC-Earth3/r1i1p1f1 | Global Mean Trend Diff: 0.28 · Trend Rmse: None |
| CNRM-CM6-1/r1i1p1f2 | Global Mean Trend Diff: 0.03 · Trend Rmse: None |
| AWI-CM-1-1-MR/r1i1p1f1 | Global Mean Trend Diff: 0.14 · Trend Rmse: None |
| CNRM-ESM2-1/r1i1p1f2 | Global Mean Trend Diff: 0.10 · Trend Rmse: None |
| FGOALS-g3/r1i1p1f1 | Global Mean Trend Diff: 0.14 · Trend Rmse: None |
| INM-CM5-0/r1i1p1f1 | Global Mean Trend Diff: 0.06 · Trend Rmse: None |
| MRI-ESM2-0/r1i1p1f1 | Global Mean Trend Diff: 0.08 · Trend Rmse: None |
2m Temperature JJA Linear Trend
| Variables | tas |
|---|---|
| Models | IFS-FESOM2-SR, IFS-NEMO-ER, ICON-ESM-ER, CMIP6 MMM, MPI-ESM1-2-LR/r1i1p1f1, GISS-E2-1-G/r1i1p1f2, IPSL-CM6A-LR/r1i1p1f1, ACCESS-ESM1-5/r1i1p1f1, EC-Earth3/r1i1p1f1, CNRM-CM6-1/r1i1p1f2, AWI-CM-1-1-MR/r1i1p1f1, CNRM-ESM2-1/r1i1p1f2, FGOALS-g3/r1i1p1f1, INM-CM5-0/r1i1p1f1, MRI-ESM2-0/r1i1p1f1 |
| Reference Dataset | ERA5 |
| Units | K/decade |
| Period | 1980–2014 |
| CMIP6 MMM | Global Mean Trend Diff: 0.10 · Trend Rmse: None |
| MPI-ESM1-2-LR/r1i1p1f1 | Global Mean Trend Diff: 0.03 · Trend Rmse: None |
| GISS-E2-1-G/r1i1p1f2 | Global Mean Trend Diff: 0.05 · Trend Rmse: None |
| IPSL-CM6A-LR/r1i1p1f1 | Global Mean Trend Diff: 0.12 · Trend Rmse: None |
| ACCESS-ESM1-5/r1i1p1f1 | Global Mean Trend Diff: 0.18 · Trend Rmse: None |
| EC-Earth3/r1i1p1f1 | Global Mean Trend Diff: 0.24 · Trend Rmse: None |
| CNRM-CM6-1/r1i1p1f2 | Global Mean Trend Diff: 0.04 · Trend Rmse: None |
| AWI-CM-1-1-MR/r1i1p1f1 | Global Mean Trend Diff: 0.14 · Trend Rmse: None |
| CNRM-ESM2-1/r1i1p1f2 | Global Mean Trend Diff: 0.09 · Trend Rmse: None |
| FGOALS-g3/r1i1p1f1 | Global Mean Trend Diff: 0.11 · Trend Rmse: None |
| INM-CM5-0/r1i1p1f1 | Global Mean Trend Diff: 0.07 · Trend Rmse: None |
| MRI-ESM2-0/r1i1p1f1 | Global Mean Trend Diff: 0.06 · Trend Rmse: None |
10m U Wind Annual Linear Trend
| Variables | uas |
|---|---|
| Models | IFS-FESOM2-SR, IFS-NEMO-ER, ICON-ESM-ER, CMIP6 MMM, MPI-ESM1-2-LR/r1i1p1f1, GISS-E2-1-G/r1i1p1f2, IPSL-CM6A-LR/r1i1p1f1, ACCESS-ESM1-5/r1i1p1f1, EC-Earth3/r1i1p1f1, CNRM-CM6-1/r1i1p1f2, AWI-CM-1-1-MR/r1i1p1f1, CNRM-ESM2-1/r1i1p1f2, INM-CM5-0/r1i1p1f1, MRI-ESM2-0/r1i1p1f1 |
| Reference Dataset | ERA5 |
| Units | m/s/decade |
| Period | 1980–2014 |
| IFS-FESOM2-SR | Global Mean Trend: 0.01 · Global Mean Trend Diff: 0.04 · Trend Rmse: 0.13 |
| IFS-NEMO-ER | Global Mean Trend: -0.00 · Global Mean Trend Diff: 0.03 · Trend Rmse: 0.13 |
| ICON-ESM-ER | Global Mean Trend: -0.01 · Global Mean Trend Diff: 0.02 · Trend Rmse: 0.12 |
| CMIP6 MMM | Global Mean Trend Diff: 0.03 · Trend Rmse: 0.11 |
| MPI-ESM1-2-LR/r1i1p1f1 | Global Mean Trend Diff: 0.03 · Trend Rmse: 0.13 |
| GISS-E2-1-G/r1i1p1f2 | Global Mean Trend Diff: 0.03 · Trend Rmse: 0.12 |
| IPSL-CM6A-LR/r1i1p1f1 | Global Mean Trend Diff: 0.03 · Trend Rmse: 0.13 |
| ACCESS-ESM1-5/r1i1p1f1 | Global Mean Trend Diff: 0.04 · Trend Rmse: 0.17 |
| EC-Earth3/r1i1p1f1 | Global Mean Trend Diff: 0.04 · Trend Rmse: 0.13 |
| CNRM-CM6-1/r1i1p1f2 | Global Mean Trend Diff: 0.05 · Trend Rmse: 0.15 |
| AWI-CM-1-1-MR/r1i1p1f1 | Global Mean Trend Diff: 0.03 · Trend Rmse: 0.14 |
| CNRM-ESM2-1/r1i1p1f2 | Global Mean Trend Diff: 0.03 · Trend Rmse: 0.14 |
| INM-CM5-0/r1i1p1f1 | Global Mean Trend Diff: 0.05 · Trend Rmse: 0.14 |
| MRI-ESM2-0/r1i1p1f1 | Global Mean Trend Diff: 0.03 · Trend Rmse: 0.14 |
10m U Wind DJF Linear Trend
| Variables | uas |
|---|---|
| Models | IFS-FESOM2-SR, IFS-NEMO-ER, ICON-ESM-ER, CMIP6 MMM, MPI-ESM1-2-LR/r1i1p1f1, GISS-E2-1-G/r1i1p1f2, IPSL-CM6A-LR/r1i1p1f1, ACCESS-ESM1-5/r1i1p1f1, EC-Earth3/r1i1p1f1, CNRM-CM6-1/r1i1p1f2, AWI-CM-1-1-MR/r1i1p1f1, CNRM-ESM2-1/r1i1p1f2, INM-CM5-0/r1i1p1f1, MRI-ESM2-0/r1i1p1f1 |
| Reference Dataset | ERA5 |
| Units | m/s/decade |
| Period | 1980–2014 |
| CMIP6 MMM | Global Mean Trend Diff: 0.03 · Trend Rmse: None |
| MPI-ESM1-2-LR/r1i1p1f1 | Global Mean Trend Diff: 0.01 · Trend Rmse: None |
| GISS-E2-1-G/r1i1p1f2 | Global Mean Trend Diff: 0.03 · Trend Rmse: None |
| IPSL-CM6A-LR/r1i1p1f1 | Global Mean Trend Diff: 0.03 · Trend Rmse: None |
| ACCESS-ESM1-5/r1i1p1f1 | Global Mean Trend Diff: 0.03 · Trend Rmse: None |
| EC-Earth3/r1i1p1f1 | Global Mean Trend Diff: 0.02 · Trend Rmse: None |
| CNRM-CM6-1/r1i1p1f2 | Global Mean Trend Diff: 0.06 · Trend Rmse: None |
| AWI-CM-1-1-MR/r1i1p1f1 | Global Mean Trend Diff: 0.04 · Trend Rmse: None |
| CNRM-ESM2-1/r1i1p1f2 | Global Mean Trend Diff: 0.03 · Trend Rmse: None |
| INM-CM5-0/r1i1p1f1 | Global Mean Trend Diff: 0.05 · Trend Rmse: None |
| MRI-ESM2-0/r1i1p1f1 | Global Mean Trend Diff: 0.03 · Trend Rmse: None |
10m U Wind JJA Linear Trend
| Variables | uas |
|---|---|
| Models | IFS-FESOM2-SR, IFS-NEMO-ER, ICON-ESM-ER, CMIP6 MMM, MPI-ESM1-2-LR/r1i1p1f1, GISS-E2-1-G/r1i1p1f2, IPSL-CM6A-LR/r1i1p1f1, ACCESS-ESM1-5/r1i1p1f1, EC-Earth3/r1i1p1f1, CNRM-CM6-1/r1i1p1f2, AWI-CM-1-1-MR/r1i1p1f1, CNRM-ESM2-1/r1i1p1f2, INM-CM5-0/r1i1p1f1, MRI-ESM2-0/r1i1p1f1 |
| Reference Dataset | ERA5 |
| Units | m/s/decade |
| Period | 1980–2014 |
| CMIP6 MMM | Global Mean Trend Diff: 0.04 · Trend Rmse: None |
| MPI-ESM1-2-LR/r1i1p1f1 | Global Mean Trend Diff: 0.05 · Trend Rmse: None |
| GISS-E2-1-G/r1i1p1f2 | Global Mean Trend Diff: 0.04 · Trend Rmse: None |
| IPSL-CM6A-LR/r1i1p1f1 | Global Mean Trend Diff: 0.03 · Trend Rmse: None |
| ACCESS-ESM1-5/r1i1p1f1 | Global Mean Trend Diff: 0.04 · Trend Rmse: None |
| EC-Earth3/r1i1p1f1 | Global Mean Trend Diff: 0.05 · Trend Rmse: None |
| CNRM-CM6-1/r1i1p1f2 | Global Mean Trend Diff: 0.05 · Trend Rmse: None |
| AWI-CM-1-1-MR/r1i1p1f1 | Global Mean Trend Diff: 0.04 · Trend Rmse: None |
| CNRM-ESM2-1/r1i1p1f2 | Global Mean Trend Diff: 0.03 · Trend Rmse: None |
| INM-CM5-0/r1i1p1f1 | Global Mean Trend Diff: 0.06 · Trend Rmse: None |
| MRI-ESM2-0/r1i1p1f1 | Global Mean Trend Diff: 0.04 · Trend Rmse: None |
10m V Wind Annual Linear Trend
| Variables | vas |
|---|---|
| Models | IFS-FESOM2-SR, IFS-NEMO-ER, ICON-ESM-ER, CMIP6 MMM, MPI-ESM1-2-LR/r1i1p1f1, GISS-E2-1-G/r1i1p1f2, IPSL-CM6A-LR/r1i1p1f1, ACCESS-ESM1-5/r1i1p1f1, EC-Earth3/r1i1p1f1, CNRM-CM6-1/r1i1p1f2, AWI-CM-1-1-MR/r1i1p1f1, CNRM-ESM2-1/r1i1p1f2, INM-CM5-0/r1i1p1f1, MRI-ESM2-0/r1i1p1f1 |
| Reference Dataset | ERA5 |
| Units | m/s/decade |
| Period | 1980–2014 |
| IFS-FESOM2-SR | Global Mean Trend: 0.00 · Global Mean Trend Diff: -0.01 · Trend Rmse: 0.10 |
| IFS-NEMO-ER | Global Mean Trend: 0.01 · Global Mean Trend Diff: -0.00 · Trend Rmse: 0.10 |
| ICON-ESM-ER | Global Mean Trend: 0.01 · Global Mean Trend Diff: -0.00 · Trend Rmse: 0.10 |
| CMIP6 MMM | Global Mean Trend Diff: -0.01 · Trend Rmse: 0.09 |
| MPI-ESM1-2-LR/r1i1p1f1 | Global Mean Trend Diff: -0.00 · Trend Rmse: 0.10 |
| GISS-E2-1-G/r1i1p1f2 | Global Mean Trend Diff: -0.01 · Trend Rmse: 0.10 |
| IPSL-CM6A-LR/r1i1p1f1 | Global Mean Trend Diff: -0.01 · Trend Rmse: 0.09 |
| ACCESS-ESM1-5/r1i1p1f1 | Global Mean Trend Diff: 0.00 · Trend Rmse: 0.13 |
| EC-Earth3/r1i1p1f1 | Global Mean Trend Diff: 0.00 · Trend Rmse: 0.11 |
| CNRM-CM6-1/r1i1p1f2 | Global Mean Trend Diff: -0.01 · Trend Rmse: 0.11 |
| AWI-CM-1-1-MR/r1i1p1f1 | Global Mean Trend Diff: -0.01 · Trend Rmse: 0.11 |
| CNRM-ESM2-1/r1i1p1f2 | Global Mean Trend Diff: -0.01 · Trend Rmse: 0.10 |
| INM-CM5-0/r1i1p1f1 | Global Mean Trend Diff: -0.01 · Trend Rmse: 0.10 |
| MRI-ESM2-0/r1i1p1f1 | Global Mean Trend Diff: -0.01 · Trend Rmse: 0.12 |
10m V Wind DJF Linear Trend
| Variables | vas |
|---|---|
| Models | IFS-FESOM2-SR, IFS-NEMO-ER, ICON-ESM-ER, CMIP6 MMM, MPI-ESM1-2-LR/r1i1p1f1, GISS-E2-1-G/r1i1p1f2, IPSL-CM6A-LR/r1i1p1f1, ACCESS-ESM1-5/r1i1p1f1, EC-Earth3/r1i1p1f1, CNRM-CM6-1/r1i1p1f2, AWI-CM-1-1-MR/r1i1p1f1, CNRM-ESM2-1/r1i1p1f2, INM-CM5-0/r1i1p1f1, MRI-ESM2-0/r1i1p1f1 |
| Reference Dataset | ERA5 |
| Units | m/s/decade |
| Period | 1980–2014 |
| CMIP6 MMM | Global Mean Trend Diff: 0.01 · Trend Rmse: None |
| MPI-ESM1-2-LR/r1i1p1f1 | Global Mean Trend Diff: 0.00 · Trend Rmse: None |
| GISS-E2-1-G/r1i1p1f2 | Global Mean Trend Diff: 0.01 · Trend Rmse: None |
| IPSL-CM6A-LR/r1i1p1f1 | Global Mean Trend Diff: 0.01 · Trend Rmse: None |
| ACCESS-ESM1-5/r1i1p1f1 | Global Mean Trend Diff: 0.02 · Trend Rmse: None |
| EC-Earth3/r1i1p1f1 | Global Mean Trend Diff: 0.02 · Trend Rmse: None |
| CNRM-CM6-1/r1i1p1f2 | Global Mean Trend Diff: 0.01 · Trend Rmse: None |
| AWI-CM-1-1-MR/r1i1p1f1 | Global Mean Trend Diff: 0.00 · Trend Rmse: None |
| CNRM-ESM2-1/r1i1p1f2 | Global Mean Trend Diff: 0.01 · Trend Rmse: None |
| INM-CM5-0/r1i1p1f1 | Global Mean Trend Diff: 0.01 · Trend Rmse: None |
| MRI-ESM2-0/r1i1p1f1 | Global Mean Trend Diff: -0.00 · Trend Rmse: None |
10m V Wind JJA Linear Trend
| Variables | vas |
|---|---|
| Models | IFS-FESOM2-SR, IFS-NEMO-ER, ICON-ESM-ER, CMIP6 MMM, MPI-ESM1-2-LR/r1i1p1f1, GISS-E2-1-G/r1i1p1f2, IPSL-CM6A-LR/r1i1p1f1, ACCESS-ESM1-5/r1i1p1f1, EC-Earth3/r1i1p1f1, CNRM-CM6-1/r1i1p1f2, AWI-CM-1-1-MR/r1i1p1f1, CNRM-ESM2-1/r1i1p1f2, INM-CM5-0/r1i1p1f1, MRI-ESM2-0/r1i1p1f1 |
| Reference Dataset | ERA5 |
| Units | m/s/decade |
| Period | 1980–2014 |
| CMIP6 MMM | Global Mean Trend Diff: -0.01 · Trend Rmse: None |
| MPI-ESM1-2-LR/r1i1p1f1 | Global Mean Trend Diff: 0.00 · Trend Rmse: None |
| GISS-E2-1-G/r1i1p1f2 | Global Mean Trend Diff: -0.01 · Trend Rmse: None |
| IPSL-CM6A-LR/r1i1p1f1 | Global Mean Trend Diff: -0.01 · Trend Rmse: None |
| ACCESS-ESM1-5/r1i1p1f1 | Global Mean Trend Diff: 0.01 · Trend Rmse: None |
| EC-Earth3/r1i1p1f1 | Global Mean Trend Diff: -0.00 · Trend Rmse: None |
| CNRM-CM6-1/r1i1p1f2 | Global Mean Trend Diff: -0.01 · Trend Rmse: None |
| AWI-CM-1-1-MR/r1i1p1f1 | Global Mean Trend Diff: -0.00 · Trend Rmse: None |
| CNRM-ESM2-1/r1i1p1f2 | Global Mean Trend Diff: -0.01 · Trend Rmse: None |
| INM-CM5-0/r1i1p1f1 | Global Mean Trend Diff: -0.01 · Trend Rmse: None |
| MRI-ESM2-0/r1i1p1f1 | Global Mean Trend Diff: -0.02 · Trend Rmse: None |