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

2m Temperature Annual Mean Bias

2m Temperature Annual Mean Bias
Variables tas
Models ifs-fesom, 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 Berkeley Earth
Units K
Period 1990–2014
ifs-fesom Pattern Correlation: 0.99 · Std Ratio: 1.03 · Rmse: 1.86 · Global Mean Bias: -0.44 · Arctic Bias: -3.04 · Tropical Bias: -0.15 · Antarctic Bias: -1.03

2m Temperature DJF Bias

2m Temperature DJF Bias
Variables tas
Models ifs-fesom, 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 Berkeley Earth
Units K
Period 1990–2014

2m Temperature JJA Bias

2m Temperature JJA Bias
Variables tas
Models ifs-fesom, 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 Berkeley Earth
Units K
Period 1990–2014

2m Temperature Seasonal Cycle

2m Temperature Seasonal Cycle
Variables tas
Models ifs-fesom, MPI-ESM1-2-LR, GISS-E2-1-G, IPSL-CM6A-LR, ACCESS-ESM1-5, EC-Earth3, CNRM-CM6-1, AWI-CM-1-1-MR, CNRM-ESM2-1, FGOALS-g3, INM-CM5-0, MRI-ESM2-0
Reference Dataset Berkeley Earth
Units K
Period 1990–2014

Taylor Diagram — 2m Temperature

Taylor Diagram — 2m Temperature
Variables tas
Models ifs-fesom, CMIP6 MMM
Reference Dataset Berkeley Earth
Units K
Period 1990–2014
ifs-fesom_ANN Corr: 0.99 · Std Ratio: 1.03
ifs-fesom_DJF Corr: 0.99 · Std Ratio: 1.04
ifs-fesom_JJA Corr: 0.99 · Std Ratio: 1.04

2m Temperature Global Mean Time Series

2m Temperature Global Mean Time Series
Variables tas
Models ifs-fesom, MPI-ESM1-2-LR, GISS-E2-1-G, IPSL-CM6A-LR, ACCESS-ESM1-5, EC-Earth3, CNRM-CM6-1, AWI-CM-1-1-MR, CNRM-ESM2-1, FGOALS-g3, INM-CM5-0, MRI-ESM2-0
Reference Dataset Berkeley Earth
Units K
Period 1990–2014

2m Temperature Trends (Antarctic (<50°S))

2m Temperature Trends (Antarctic (<50°S))
Variables tas
Models ifs-fesom, CMIP6 MMM
Reference Dataset Berkeley Earth
Units K
Period 1990–2014
Method Linear OLS regression per grid point, x10 for K/decade

2m Temperature Trends (Arctic (>50°N))

2m Temperature Trends (Arctic (>50°N))
Variables tas
Models ifs-fesom, CMIP6 MMM
Reference Dataset Berkeley Earth
Units K
Period 1990–2014
Method Linear OLS regression per grid point, x10 for K/decade

2m Temperature Warming Trends

2m Temperature Warming Trends
Variables tas
Models ifs-fesom, CMIP6 MMM
Reference Dataset Berkeley Earth
Units K
Period 1990–2014
Method Linear OLS regression per grid point, x10 for K/decade

2m Temperature Zonal Mean Profile

2m Temperature Zonal Mean Profile
Variables tas
Models CMIP6 MMM, ifs-fesom
Reference Dataset Berkeley Earth
Units K
Period 1990–2014