CMAT logo

Created: Wed Jan 22 12:24:00 2020
CMAT Version 1; Methodology

CMAT 1.0 CMIP6 Repository



Overall, {sorted by Energy,Water,Dynamics scores*.}
*Scoring is based on mean of the pattern correlations for the annual mean, seasonal contrast, and ENSO teleconnections. COLOR TABLE SUMMARY
NetCDF files with data of plotted fields can be found in case directories in this compressed tarfile (10 GB).

CMIP6 Archive
Case IDBenchmark CaseNotesFlagsImprovementsDegradations
BCC-CSM2-MR
0.77: 0.78; 0.73; 0.79
A; A; B
CESM2-WACCMCMIP6 NHM-SHM rsnt too small.
see also swcftoa, ALBDS
OM-LM rsnt too large.
see also swcftoa, ALBDS





rsnt PCor-ENSO,
see also swcftoa, ALBDS
swcftoa PCor-ENSO,
see also ALBDS
lwcftoa PCor-AM,
lwcftoa PCor-AC,
fs PCor-ENSO,
pr PCor-AM,
pr PCor-ENSO,
hfls PCor-ENSO,
ep PCor-AM,
ep PCor-ENSO,
rtfs PCor-ENSO,
zg500 PCor-AC,
zg500 PCor-ENSO,
hurs PCor-AM,
hurs PCor-AC,
hurs PCor-ENSO,
wap500 PCor-AM,
wap500 PCor-AC,
wap500 PCor-ENSO,
hur500 PCor-ENSO,
BCC-CSM2-MR_r02
0.77: 0.78; 0.74; 0.80
A; B; B
CESM2-WACCMCMIP6 NHM-SHM rsnt too small.
see also swcftoa, ALBDS
NHM-SHM hfls too small.





rsnt PCor-ENSO,
see also swcftoa, ALBDS
swcftoa PCor-AM,
see also ALBDS
swcftoa PCor-ENSO,
see also ALBDS
lwcftoa PCor-AM,
lwcftoa PCor-AC,
fs PCor-ENSO,
pr PCor-AM,
pr PCor-AC,
pr PCor-ENSO,
hfls PCor-ENSO,
ep PCor-AM,
ep PCor-AC,
ep PCor-ENSO,
zg500 PCor-AC,
zg500 PCor-ENSO,
hurs PCor-AM,
hurs PCor-AC,
hurs PCor-ENSO,
wap500 PCor-AM,
wap500 PCor-AC,
wap500 PCor-ENSO,
hur500 PCor-ENSO,
BCC-CSM2-MR_r03
0.77: 0.78; 0.74; 0.80
A; B; B
CESM2-WACCMCMIP6 NHM-SHM rsnt too small.
see also swcftoa, ALBDS
OM-LM rsnt too large.
see also swcftoa, ALBDS
NHM-SHM hfls too small.





rsnt PCor-ENSO,
see also swcftoa, ALBDS
swcftoa PCor-AM,
see also ALBDS
swcftoa PCor-ENSO,
see also ALBDS
lwcftoa PCor-AM,
fs PCor-ENSO,
pr PCor-AM,
pr PCor-ENSO,
hfls PCor-ENSO,
ep PCor-AM,
ep PCor-AC,
ep PCor-ENSO,
zg500 PCor-AC,
zg500 PCor-ENSO,
hurs PCor-AM,
hurs PCor-AC,
hurs PCor-ENSO,
wap500 PCor-AM,
wap500 PCor-AC,
wap500 PCor-ENSO,
BCC-ESM1
0.77: 0.80; 0.74; 0.77
A; A; A
CESM2-WACCMCMIP6 Global Mean rsnt too small.
see also swcftoa, ALBDS
NHM-SHM rsnt too small.
see also swcftoa, ALBDS
OM-LM rsnt too large.
see also swcftoa, ALBDS
Global Mean rlut too small.
see also lwcftoa, tas, TMQ
Global Mean swcftoa too small.
see also ALBDS
NHM-SHM hfls too small.





swcftoa PCor-AM,
see also ALBDS
lwcftoa PCor-AM,
lwcftoa PCor-AC,
pr PCor-AM,
hfls PCor-ENSO,
ep PCor-AM,
ep PCor-AC,
ep PCor-ENSO,
zg500 PCor-AC,
zg500 PCor-ENSO,
hurs PCor-AM,
hurs PCor-AC,
wap500 PCor-AM,
wap500 PCor-AC,
psl PCor-ENSO,
hur500 PCor-AC,
hur500 PCor-ENSO,
BCC-ESM1_r02
0.76: 0.78; 0.72; 0.77
A; A; B
CESM2-WACCMCMIP6 Global Mean rsnt too small.
see also swcftoa, ALBDS
NHM-SHM rsnt too small.
see also swcftoa, ALBDS
OM-LM rsnt too large.
see also swcftoa, ALBDS
Global Mean rlut too small.
see also lwcftoa, tas, TMQ
Global Mean swcftoa too small.
see also ALBDS
NHM-SHM hfls too small.





swcftoa PCor-AM,
see also ALBDS
lwcftoa PCor-AM,
lwcftoa PCor-AC,
fs PCor-ENSO,
pr PCor-AM,
pr PCor-ENSO,
hfls PCor-ENSO,
ep PCor-AM,
ep PCor-AC,
ep PCor-ENSO,
zg500 PCor-AC,
zg500 PCor-ENSO,
hurs PCor-AM,
hurs PCor-AC,
hurs PCor-ENSO,
wap500 PCor-AM,
wap500 PCor-AC,
wap500 PCor-ENSO,
hur500 PCor-AC,
hur500 PCor-ENSO,
BCC-ESM1_r03
0.77: 0.80; 0.74; 0.76
A; A; A
CESM2-WACCMCMIP6 Global Mean rsnt too small.
see also swcftoa, ALBDS
NHM-SHM rsnt too small.
see also swcftoa, ALBDS
OM-LM rsnt too large.
see also swcftoa, ALBDS
Global Mean rlut too small.
see also lwcftoa, tas, TMQ
Global Mean swcftoa too small.
see also ALBDS
NHM-SHM hfls too small.





swcftoa PCor-AM,
see also ALBDS
lwcftoa PCor-AM,
lwcftoa PCor-AC,
pr PCor-AM,
hfls PCor-ENSO,
ep PCor-AM,
ep PCor-AC,
ep PCor-ENSO,
zg500 PCor-AC,
zg500 PCor-ENSO,
hurs PCor-AM,
hurs PCor-AC,
hurs PCor-ENSO,
wap500 PCor-AM,
wap500 PCor-AC,
wap500 PCor-ENSO,
psl PCor-ENSO,
hur500 PCor-AC,
hur500 PCor-ENSO,
CNRM-CM6-1_r31
0.81: 0.80; 0.79; 0.83
A; B; A
CESM2-WACCMCMIP6 NHM-SHM rsnt too small.
see also swcftoa, ALBDS
OM-LM rsnt too small.
see also swcftoa, ALBDS
Global Mean lwcftoa too small.





rlut PCor-ENSO,
see also lwcftoa, tas, TMQ
swcftoa PCor-AM,
see also ALBDS
lwcftoa PCor-AM,
lwcftoa PCor-AC,
lwcftoa PCor-ENSO,
pr PCor-AM,
ep PCor-AC,
zg500 PCor-ENSO,
wap500 PCor-AM,
hur500 PCor-AM,
hur500 PCor-AC,
CNRM-CM6-1_r32
0.80: 0.80; 0.79; 0.83
A; B; A
CESM2-WACCMCMIP6 NHM-SHM rsnt too small.
see also swcftoa, ALBDS
OM-LM rsnt too small.
see also swcftoa, ALBDS
Global Mean lwcftoa too small.





rlut PCor-ENSO,
see also lwcftoa, tas, TMQ
swcftoa PCor-AM,
see also ALBDS
lwcftoa PCor-AM,
lwcftoa PCor-AC,
lwcftoa PCor-ENSO,
pr PCor-AM,
ep PCor-AC,
zg500 PCor-ENSO,
wap500 PCor-AM,
hur500 PCor-AM,
hur500 PCor-AC,
CNRM-CM6-1_r33
0.81: 0.80; 0.80; 0.83
A; B; A
CESM2-WACCMCMIP6 NHM-SHM rsnt too small.
see also swcftoa, ALBDS
OM-LM rsnt too small.
see also swcftoa, ALBDS
Global Mean lwcftoa too small.





rlut PCor-ENSO,
see also lwcftoa, tas, TMQ
swcftoa PCor-AM,
see also ALBDS
lwcftoa PCor-AM,
lwcftoa PCor-AC,
lwcftoa PCor-ENSO,
pr PCor-AM,
pr PCor-AC,
ep PCor-AC,
zg500 PCor-ENSO,
wap500 PCor-AM,
hur500 PCor-AM,
hur500 PCor-AC,
CNRM-ESM2-1_r31
0.81: 0.80; 0.79; 0.83
A; B; A
CESM2-WACCMCMIP6 NHM-SHM rsnt too small.
see also swcftoa, ALBDS
OM-LM rsnt too small.
see also swcftoa, ALBDS
Global Mean lwcftoa too small.
OM-LM hfls too small.





rlut PCor-ENSO,
see also lwcftoa, tas, TMQ
swcftoa PCor-AM,
see also ALBDS
lwcftoa PCor-AM,
lwcftoa PCor-AC,
lwcftoa PCor-ENSO,
pr PCor-AM,
ep PCor-AC,
wap500 PCor-AM,
psl PCor-ENSO,
hur500 PCor-AM,
hur500 PCor-AC,
CNRM-ESM2-1_r32
0.81: 0.80; 0.80; 0.82
A; B; A
CESM2-WACCMCMIP6 NHM-SHM rsnt too small.
see also swcftoa, ALBDS
OM-LM rsnt too small.
see also swcftoa, ALBDS
Global Mean lwcftoa too small.
OM-LM hfls too small.





rlut PCor-ENSO,
see also lwcftoa, tas, TMQ
swcftoa PCor-AM,
see also ALBDS
lwcftoa PCor-AM,
lwcftoa PCor-AC,
lwcftoa PCor-ENSO,
pr PCor-AM,
ep PCor-AC,
zg500 PCor-ENSO,
wap500 PCor-AM,
psl PCor-ENSO,
hur500 PCor-AM,
hur500 PCor-AC,
CNRM-ESM2-1_r33
0.81: 0.80; 0.79; 0.83
A; B; A
CESM2-WACCMCMIP6 NHM-SHM rsnt too small.
see also swcftoa, ALBDS
OM-LM rsnt too small.
see also swcftoa, ALBDS
Global Mean lwcftoa too small.
OM-LM hfls too small.





rlut PCor-ENSO,
see also lwcftoa, tas, TMQ
swcftoa PCor-AM,
see also ALBDS
lwcftoa PCor-AM,
lwcftoa PCor-AC,
lwcftoa PCor-ENSO,
pr PCor-AM,
pr PCor-AC,
ep PCor-AM,
ep PCor-AC,
wap500 PCor-AM,
hur500 PCor-AM,
hur500 PCor-AC,
IPSL-CM6A-LR
0.74: 0.73; 0.74; 0.75
A; A; A
CESM2-WACCMCMIP6 NHM-SHM rsnt too small.
see also swcftoa, ALBDS
OM-LM rsnt too large.
see also swcftoa, ALBDS
OM-LM rlut too large.
see also lwcftoa, tas, TMQ
Global Mean hfls too large.


hurs PCor-AC,



rsnt PCor-ENSO,
see also swcftoa, ALBDS
rlut PCor-ENSO,
see also lwcftoa, tas, TMQ
swcftoa PCor-AM,
see also ALBDS
swcftoa PCor-ENSO,
see also ALBDS
lwcftoa PCor-AM,
lwcftoa PCor-ENSO,
pr PCor-AM,
pr PCor-ENSO,
prw PCor-ENSO,
hfls PCor-ENSO,
ep PCor-AM,
ep PCor-ENSO,
zg500 PCor-AC,
zg500 PCor-ENSO,
wap500 PCor-AM,
wap500 PCor-AC,
wap500 PCor-ENSO,
hur500 PCor-ENSO,
IPSL-CM6A-LR_r02
0.72: 0.71; 0.73; 0.72
A; A; A
CESM2-WACCMCMIP6 NHM-SHM rsnt too small.
see also swcftoa, ALBDS
OM-LM rsnt too large.
see also swcftoa, ALBDS
OM-LM rlut too large.
see also lwcftoa, tas, TMQ
Global Mean hfls too large.


hurs PCor-AC,



rsnt PCor-ENSO,
see also swcftoa, ALBDS
rlut PCor-ENSO,
see also lwcftoa, tas, TMQ
swcftoa PCor-AM,
see also ALBDS
swcftoa PCor-ENSO,
see also ALBDS
lwcftoa PCor-AM,
lwcftoa PCor-AC,
lwcftoa PCor-ENSO,
fs PCor-ENSO,
pr PCor-AM,
pr PCor-ENSO,
prw PCor-ENSO,
hfls PCor-ENSO,
ep PCor-AM,
ep PCor-ENSO,
rtfs PCor-ENSO,
zg500 PCor-AC,
zg500 PCor-ENSO,
hurs PCor-ENSO,
wap500 PCor-AM,
wap500 PCor-AC,
wap500 PCor-ENSO,
psl PCor-ENSO,
hur500 PCor-ENSO,
IPSL-CM6A-LR_r03
0.74: 0.74; 0.74; 0.74
B; B; B
CESM2-WACCMCMIP6 NHM-SHM rsnt too small.
see also swcftoa, ALBDS
OM-LM rsnt too large.
see also swcftoa, ALBDS
OM-LM rlut too large.
see also lwcftoa, tas, TMQ


hurs PCor-AC,



rsnt PCor-ENSO,
see also swcftoa, ALBDS
rlut PCor-ENSO,
see also lwcftoa, tas, TMQ
swcftoa PCor-AM,
see also ALBDS
swcftoa PCor-ENSO,
see also ALBDS
lwcftoa PCor-AM,
lwcftoa PCor-AC,
lwcftoa PCor-ENSO,
pr PCor-AM,
pr PCor-ENSO,
prw PCor-ENSO,
hfls PCor-ENSO,
ep PCor-AM,
ep PCor-ENSO,
zg500 PCor-AC,
zg500 PCor-ENSO,
wap500 PCor-AM,
wap500 PCor-AC,
wap500 PCor-ENSO,
psl PCor-ENSO,
hur500 PCor-AM,
hur500 PCor-ENSO,
MIROC6
0.85: 0.86; 0.83; 0.87
A; A; A
CESM2-WACCMCMIP6 Global Mean rsnt too small.
see also swcftoa, ALBDS
NHM-SHM rsnt too small.
see also swcftoa, ALBDS
OM-LM rsnt too large.
see also swcftoa, ALBDS
Global Mean rlut too small.
see also lwcftoa, tas, TMQ
OM-LM rlut too large.
see also lwcftoa, tas, TMQ
Global Mean swcftoa too small.
see also ALBDS
NHM-SHM swcftoa too large.
see also ALBDS
OM-LM swcftoa too large.
see also ALBDS
Global Mean hfls too large.
NHM-SHM hfls too small.


rsnt PCor-ENSO,
see also swcftoa, ALBDS
swcftoa PCor-ENSO,
see also ALBDS
hurs PCor-ENSO,



swcftoa PCor-AM,
see also ALBDS
MIROC6_r02
0.85: 0.85; 0.83; 0.86
A; A; A
CESM2-WACCMCMIP6 Global Mean rsnt too small.
see also swcftoa, ALBDS
NHM-SHM rsnt too small.
see also swcftoa, ALBDS
OM-LM rsnt too large.
see also swcftoa, ALBDS
Global Mean rlut too small.
see also lwcftoa, tas, TMQ
OM-LM rlut too large.
see also lwcftoa, tas, TMQ
Global Mean swcftoa too small.
see also ALBDS
NHM-SHM swcftoa too large.
see also ALBDS
OM-LM swcftoa too large.
see also ALBDS
Global Mean hfls too large.
NHM-SHM hfls too small.


rsnt PCor-ENSO,
see also swcftoa, ALBDS
swcftoa PCor-ENSO,
see also ALBDS
hurs PCor-ENSO,



swcftoa PCor-AM,
see also ALBDS
MIROC6_r03
0.85: 0.86; 0.83; 0.87
A; A; A
CESM2-WACCMCMIP6 Global Mean rsnt too small.
see also swcftoa, ALBDS
NHM-SHM rsnt too small.
see also swcftoa, ALBDS
OM-LM rsnt too large.
see also swcftoa, ALBDS
Global Mean rlut too small.
see also lwcftoa, tas, TMQ
OM-LM rlut too large.
see also lwcftoa, tas, TMQ
Global Mean swcftoa too small.
see also ALBDS
NHM-SHM swcftoa too large.
see also ALBDS
OM-LM swcftoa too large.
see also ALBDS
Global Mean hfls too large.
NHM-SHM hfls too small.


rsnt PCor-ENSO,
see also swcftoa, ALBDS
swcftoa PCor-ENSO,
see also ALBDS
fs PCor-ENSO,
hurs PCor-ENSO,



swcftoa PCor-AM,
see also ALBDS
GISS-E2-1-G
0.73: 0.77; 0.75; 0.68
A; A; A
CESM2-WACCMCMIP6 Global Mean rsnt too small.
see also swcftoa, ALBDS
NHM-SHM rsnt too small.
see also swcftoa, ALBDS
OM-LM rsnt too small.
see also swcftoa, ALBDS
Global Mean rlut too small.
see also lwcftoa, tas, TMQ
NHM-SHM rlut too small.
see also lwcftoa, tas, TMQ
OM-LM swcftoa too small.
see also ALBDS
Global Mean lwcftoa too small.


hurs PCor-AC,



rlut PCor-AC,
see also lwcftoa, tas, TMQ
rlut PCor-ENSO,
see also lwcftoa, tas, TMQ
swcftoa PCor-AM,
see also ALBDS
swcftoa PCor-AC,
see also ALBDS
lwcftoa PCor-AM,
lwcftoa PCor-AC,
lwcftoa PCor-ENSO,
pr PCor-AM,
pr PCor-AC,
hfls PCor-AC,
hfls PCor-ENSO,
ep PCor-AM,
ep PCor-AC,
rtfs PCor-AC,
zg500 PCor-AM,
zg500 PCor-AC,
zg500 PCor-ENSO,
wap500 PCor-AM,
wap500 PCor-AC,
wap500 PCor-ENSO,
psl PCor-AC,
psl PCor-ENSO,
hur500 PCor-AM,
hur500 PCor-AC,
GISS-E2-1-G_r02
0.74: 0.77; 0.75; 0.69
A; B; A
CESM2-WACCMCMIP6 Global Mean rsnt too small.
see also swcftoa, ALBDS
NHM-SHM rsnt too small.
see also swcftoa, ALBDS
OM-LM rsnt too small.
see also swcftoa, ALBDS
Global Mean rlut too small.
see also lwcftoa, tas, TMQ
NHM-SHM rlut too small.
see also lwcftoa, tas, TMQ
OM-LM swcftoa too small.
see also ALBDS
Global Mean lwcftoa too small.


hurs PCor-AC,



rlut PCor-AC,
see also lwcftoa, tas, TMQ
rlut PCor-ENSO,
see also lwcftoa, tas, TMQ
swcftoa PCor-AM,
see also ALBDS
swcftoa PCor-AC,
see also ALBDS
lwcftoa PCor-AM,
lwcftoa PCor-AC,
lwcftoa PCor-ENSO,
pr PCor-AM,
pr PCor-AC,
hfls PCor-AC,
ep PCor-AM,
ep PCor-AC,
rtfs PCor-AC,
zg500 PCor-AC,
zg500 PCor-ENSO,
wap500 PCor-AM,
wap500 PCor-AC,
wap500 PCor-ENSO,
psl PCor-AC,
psl PCor-ENSO,
hur500 PCor-AM,
hur500 PCor-AC,
GISS-E2-1-G_r03
0.74: 0.77; 0.76; 0.69
A; B; A
CESM2-WACCMCMIP6 Global Mean rsnt too small.
see also swcftoa, ALBDS
NHM-SHM rsnt too small.
see also swcftoa, ALBDS
OM-LM rsnt too small.
see also swcftoa, ALBDS
Global Mean rlut too small.
see also lwcftoa, tas, TMQ
NHM-SHM rlut too small.
see also lwcftoa, tas, TMQ
OM-LM swcftoa too small.
see also ALBDS
Global Mean lwcftoa too small.


hurs PCor-AC,



rlut PCor-AC,
see also lwcftoa, tas, TMQ
rlut PCor-ENSO,
see also lwcftoa, tas, TMQ
swcftoa PCor-AM,
see also ALBDS
swcftoa PCor-AC,
see also ALBDS
lwcftoa PCor-AM,
lwcftoa PCor-AC,
lwcftoa PCor-ENSO,
pr PCor-AM,
pr PCor-AC,
hfls PCor-AC,
ep PCor-AM,
ep PCor-AC,
rtfs PCor-AC,
zg500 PCor-AC,
zg500 PCor-ENSO,
wap500 PCor-AM,
wap500 PCor-AC,
wap500 PCor-ENSO,
psl PCor-AC,
psl PCor-ENSO,
hur500 PCor-AM,
hur500 PCor-AC,
GFDL-CM4
0.84: 0.85; 0.82; 0.84
A; A; A
CESM2-WACCMCMIP6 NHM-SHM rsnt too small.
see also swcftoa, ALBDS


fs PCor-AM,



zg500 PCor-AC,
zg500 PCor-ENSO,
wap500 PCor-AM,
psl PCor-ENSO,
E3SM-1-0
0.80: 0.80; 0.77; 0.85
A; A; A
CESM2-WACCMCMIP6 NHM-SHM rsnt too small.
see also swcftoa, ALBDS
Global Mean hfls too large.


hurs PCor-ENSO,



lwcftoa PCor-AM,
lwcftoa PCor-AC,
lwcftoa PCor-ENSO,
pr PCor-AM,
ep PCor-AM,
ep PCor-AC,
wap500 PCor-AM,
wap500 PCor-AC,
hur500 PCor-AC,
E3SM-1-0_r02
0.81: 0.81; 0.78; 0.85
A; A; A
CESM2-WACCMCMIP6 NHM-SHM rsnt too small.
see also swcftoa, ALBDS
OM-LM rsnt too large.
see also swcftoa, ALBDS
Global Mean hfls too large.


hurs PCor-ENSO,



wap500 PCor-AM,
wap500 PCor-AC,
E3SM-1-0_r03
0.81: 0.80; 0.77; 0.85
A; A; A
CESM2-WACCMCMIP6 NHM-SHM rsnt too small.
see also swcftoa, ALBDS
Global Mean hfls too large.


hurs PCor-ENSO,



lwcftoa PCor-AM,
lwcftoa PCor-ENSO,
wap500 PCor-AM,
wap500 PCor-AC,
MRI-ESM2-0
0.82: 0.81; 0.81; 0.83
A; A; A
CESM2-WACCMCMIP6 NHM-SHM rsnt too small.
see also swcftoa, ALBDS
OM-LM swcftoa too large.
see also ALBDS


hurs PCor-AC,
hurs PCor-ENSO,



rlut PCor-ENSO,
see also lwcftoa, tas, TMQ
lwcftoa PCor-ENSO,
pr PCor-AM,
zg500 PCor-ENSO,
wap500 PCor-AM,
hur500 PCor-AC,
MRI-ESM2-0_r02
0.82: 0.81; 0.81; 0.83
A; A; A
CESM2-WACCMCMIP6 NHM-SHM rsnt too small.
see also swcftoa, ALBDS
OM-LM swcftoa too large.
see also ALBDS


hurs PCor-AC,



rlut PCor-ENSO,
see also lwcftoa, tas, TMQ
lwcftoa PCor-ENSO,
pr PCor-AM,
wap500 PCor-AM,
hur500 PCor-AC,
MRI-ESM2-0_r03
0.82: 0.82; 0.81; 0.83
A; A; A
CESM2-WACCMCMIP6 NHM-SHM rsnt too small.
see also swcftoa, ALBDS
OM-LM swcftoa too large.
see also ALBDS


hurs PCor-AC,
hurs PCor-ENSO,



rlut PCor-ENSO,
see also lwcftoa, tas, TMQ
lwcftoa PCor-ENSO,
pr PCor-AM,
wap500 PCor-AM,
hur500 PCor-AC,
CESM2
0.85: 0.85; 0.83; 0.89
A; A; A
CESM2-WACCMCMIP6 NHM-SHM rsnt too small.
see also swcftoa, ALBDS
NHM-SHM swcftoa too large.
see also ALBDS





CESM2_r02
0.86: 0.86; 0.84; 0.89
A; A; A
CESM2-WACCMCMIP6 NHM-SHM rsnt too small.
see also swcftoa, ALBDS
NHM-SHM swcftoa too large.
see also ALBDS


rsnt PCor-ENSO,
see also swcftoa, ALBDS
swcftoa PCor-ENSO,
see also ALBDS



CESM2_r03
0.86: 0.85; 0.83; 0.89
A; A; A
CESM2-WACCMCMIP6 NHM-SHM rsnt too small.
see also swcftoa, ALBDS
NHM-SHM swcftoa too large.
see also ALBDS





CESM2-WACCM
0.84: 0.83; 0.82; 0.87
A; A; A
CESM2-WACCMCMIP6 NHM-SHM rsnt too small.
see also swcftoa, ALBDS
NHM-SHM swcftoa too large.
see also ALBDS





CESM2-WACCM_r02
0.84: 0.83; 0.82; 0.88
A; A; A
CESM2-WACCMCMIP6 NHM-SHM rsnt too small.
see also swcftoa, ALBDS
NHM-SHM swcftoa too large.
see also ALBDS





CESM2-WACCM_r03
0.85: 0.84; 0.83; 0.88
A; A; A
CESM2-WACCMCMIP6 NHM-SHM rsnt too small.
see also swcftoa, ALBDS
NHM-SHM swcftoa too large.
see also ALBDS





CanESM5
0.77: 0.74; 0.76; 0.80
B; B; B
CESM2-WACCMCMIP6 NHM-SHM rsnt too small.
see also swcftoa, ALBDS
OM-LM rsnt too large.
see also swcftoa, ALBDS
OM-LM rlut too large.
see also lwcftoa, tas, TMQ
NHM-SHM swcftoa too large.
see also ALBDS
OM-LM swcftoa too large.
see also ALBDS
NHM-SHM hfls too small.


hurs PCor-AC,



rsnt PCor-ENSO,
see also swcftoa, ALBDS
rlut PCor-ENSO,
see also lwcftoa, tas, TMQ
swcftoa PCor-AM,
see also ALBDS
swcftoa PCor-ENSO,
see also ALBDS
lwcftoa PCor-AM,
lwcftoa PCor-AC,
lwcftoa PCor-ENSO,
fs PCor-ENSO,
pr PCor-AC,
pr PCor-ENSO,
prw PCor-ENSO,
hfls PCor-ENSO,
ep PCor-AC,
ep PCor-ENSO,
rtfs PCor-ENSO,
zg500 PCor-AC,
wap500 PCor-AM,
wap500 PCor-AC,
wap500 PCor-ENSO,
hur500 PCor-AC,
hur500 PCor-ENSO,
CanESM5_r02
0.76: 0.74; 0.77; 0.79
A; B; B
CESM2-WACCMCMIP6 NHM-SHM rsnt too small.
see also swcftoa, ALBDS
OM-LM rsnt too large.
see also swcftoa, ALBDS
OM-LM rlut too large.
see also lwcftoa, tas, TMQ
NHM-SHM swcftoa too large.
see also ALBDS
OM-LM swcftoa too large.
see also ALBDS
NHM-SHM hfls too small.


hurs PCor-AC,



rsnt PCor-ENSO,
see also swcftoa, ALBDS
rlut PCor-ENSO,
see also lwcftoa, tas, TMQ
swcftoa PCor-AM,
see also ALBDS
swcftoa PCor-ENSO,
see also ALBDS
lwcftoa PCor-AM,
lwcftoa PCor-AC,
lwcftoa PCor-ENSO,
fs PCor-ENSO,
pr PCor-AC,
pr PCor-ENSO,
prw PCor-ENSO,
hfls PCor-ENSO,
ep PCor-AC,
ep PCor-ENSO,
rtfs PCor-ENSO,
zg500 PCor-AC,
zg500 PCor-ENSO,
wap500 PCor-AM,
wap500 PCor-AC,
wap500 PCor-ENSO,
psl PCor-ENSO,
hur500 PCor-AC,
hur500 PCor-ENSO,
CanESM5_r03
0.75: 0.73; 0.76; 0.77
B; B; B
CESM2-WACCMCMIP6 NHM-SHM rsnt too small.
see also swcftoa, ALBDS
OM-LM rsnt too large.
see also swcftoa, ALBDS
OM-LM rlut too large.
see also lwcftoa, tas, TMQ
NHM-SHM swcftoa too large.
see also ALBDS
OM-LM swcftoa too large.
see also ALBDS
NHM-SHM hfls too small.


hurs PCor-AC,



rsnt PCor-ENSO,
see also swcftoa, ALBDS
rlut PCor-ENSO,
see also lwcftoa, tas, TMQ
swcftoa PCor-AM,
see also ALBDS
swcftoa PCor-ENSO,
see also ALBDS
lwcftoa PCor-AM,
lwcftoa PCor-AC,
lwcftoa PCor-ENSO,
fs PCor-ENSO,
pr PCor-AC,
pr PCor-ENSO,
prw PCor-ENSO,
hfls PCor-ENSO,
ep PCor-AC,
ep PCor-ENSO,
rtfs PCor-ENSO,
zg500 PCor-AC,
zg500 PCor-ENSO,
wap500 PCor-AM,
wap500 PCor-AC,
wap500 PCor-ENSO,
psl PCor-ENSO,
hur500 PCor-AC,
hur500 PCor-ENSO,
EC-Earth3_r02
0.83: 0.83; 0.80; 0.85
A; A; A
CESM2-WACCMCMIP6 NHM-SHM rsnt too small.
see also swcftoa, ALBDS
OM-LM rlut too large.
see also lwcftoa, tas, TMQ
Global Mean lwcftoa too small.
Global Mean hfls too large.
NHM-SHM hfls too small.





lwcftoa PCor-AM,
zg500 PCor-AC,
hurs PCor-AM,
hurs PCor-AC,
UKESM1-0-LL_r31
0.82: 0.82; 0.80; 0.85
A; A; A
CESM2-WACCMCMIP6 NHM-SHM rsnt too small.
see also swcftoa, ALBDS
OM-LM rlut too large.
see also lwcftoa, tas, TMQ
Global Mean lwcftoa too small.
Global Mean hfls too large.
NHM-SHM hfls too small.





rlut PCor-ENSO,
see also lwcftoa, tas, TMQ
lwcftoa PCor-AM,
lwcftoa PCor-ENSO,
zg500 PCor-AC,
hurs PCor-AM,
hurs PCor-AC,
UKESM1-0-LL_r32
0.76: 0.79; 0.75; 0.72
A; A; N/A
CESM2-WACCMCMIP6 NHM-SHM rsnt too small.
see also swcftoa, ALBDS
OM-LM rsnt too small.
see also swcftoa, ALBDS
NHM-SHM rlut too small.
see also lwcftoa, tas, TMQ
OM-LM swcftoa too small.
see also ALBDS
Global Mean lwcftoa too small.





rlut PCor-AC,
see also lwcftoa, tas, TMQ
swcftoa PCor-AM,
see also ALBDS
swcftoa PCor-AC,
see also ALBDS
lwcftoa PCor-AM,
lwcftoa PCor-AC,
pr PCor-AM,
pr PCor-AC,
prw PCor-AC,
hfls PCor-AC,
ep PCor-AM,
ep PCor-AC,
zg500 PCor-AM,
zg500 PCor-AC,
wap500 PCor-AM,
wap500 PCor-AC,
wap500 PCor-ENSO,
psl PCor-AC,
hur500 PCor-AM,
hur500 PCor-AC,
UKESM1-0-LL_r33
0.76: 0.79; 0.76; 0.72
A; B; A
CESM2-WACCMCMIP6 NHM-SHM rsnt too small.
see also swcftoa, ALBDS
OM-LM rsnt too small.
see also swcftoa, ALBDS
NHM-SHM rlut too small.
see also lwcftoa, tas, TMQ
OM-LM swcftoa too small.
see also ALBDS
Global Mean lwcftoa too small.





rlut PCor-AC,
see also lwcftoa, tas, TMQ
swcftoa PCor-AM,
see also ALBDS
swcftoa PCor-AC,
see also ALBDS
lwcftoa PCor-AM,
lwcftoa PCor-AC,
pr PCor-AM,
pr PCor-AC,
hfls PCor-AC,
ep PCor-AM,
ep PCor-AC,
zg500 PCor-AM,
zg500 PCor-AC,
wap500 PCor-AM,
wap500 PCor-AC,
wap500 PCor-ENSO,
psl PCor-AC,
hur500 PCor-AM,
hur500 PCor-AC,
GISS-E2-1-H
0.76: 0.79; 0.76; 0.72
A; A; A
CESM2-WACCMCMIP6 NHM-SHM rsnt too small.
see also swcftoa, ALBDS
OM-LM rsnt too small.
see also swcftoa, ALBDS
NHM-SHM rlut too small.
see also lwcftoa, tas, TMQ
OM-LM swcftoa too small.
see also ALBDS
Global Mean lwcftoa too small.





rlut PCor-AC,
see also lwcftoa, tas, TMQ
swcftoa PCor-AM,
see also ALBDS
swcftoa PCor-AC,
see also ALBDS
lwcftoa PCor-AM,
lwcftoa PCor-AC,
pr PCor-AM,
pr PCor-AC,
prw PCor-AC,
hfls PCor-AC,
ep PCor-AM,
ep PCor-AC,
zg500 PCor-AC,
wap500 PCor-AM,
wap500 PCor-AC,
wap500 PCor-ENSO,
psl PCor-AC,
hur500 PCor-AM,
hur500 PCor-AC,
GISS-E2-1-H_r02
0.78: 0.77; 0.76; 0.82
A; B; A
CESM2-WACCMCMIP6 NHM-SHM rsnt too small.
see also swcftoa, ALBDS
Global Mean lwcftoa too small.





rsnt PCor-ENSO,
see also swcftoa, ALBDS
rlut PCor-ENSO,
see also lwcftoa, tas, TMQ
swcftoa PCor-ENSO,
see also ALBDS
lwcftoa PCor-ENSO,
pr PCor-AM,
pr PCor-ENSO,
prw PCor-ENSO,
ep PCor-ENSO,
rtfs PCor-ENSO,
hurs PCor-AM,
wap500 PCor-AM,
wap500 PCor-ENSO,
hur500 PCor-AC,
hur500 PCor-ENSO,
GISS-E2-1-H_r03
0.85: 0.83; 0.83; 0.88
A; A; A
CESM2-WACCMCMIP6 NHM-SHM rsnt too small.
see also swcftoa, ALBDS
OM-LM rsnt too small.
see also swcftoa, ALBDS


rsnt PCor-ENSO,
see also swcftoa, ALBDS
swcftoa PCor-ENSO,
see also ALBDS
hurs PCor-ENSO,
wap500 PCor-AC,



SAM0-UNICON
0.84: 0.83; 0.82; 0.88
A; A; A
CESM2-WACCMCMIP6 NHM-SHM rsnt too small.
see also swcftoa, ALBDS
OM-LM rsnt too small.
see also swcftoa, ALBDS


zg500 PCor-AM,
hurs PCor-ENSO,
wap500 PCor-AC,



EC-Earth3-Veg
0.84: 0.82; 0.82; 0.87
A; A; A
CESM2-WACCMCMIP6 NHM-SHM rsnt too small.
see also swcftoa, ALBDS
OM-LM rsnt too small.
see also swcftoa, ALBDS


zg500 PCor-AM,
hurs PCor-ENSO,



swcftoa PCor-AM,
see also ALBDS
EC-Earth3-Veg_r02
0.80: 0.82; 0.76; 0.83
A; A; B
CESM2-WACCMCMIP6 NHM-SHM rsnt too small.
see also swcftoa, ALBDS
Global Mean rlut too small.
see also lwcftoa, tas, TMQ
OM-LM swcftoa too small.
see also ALBDS


hurs PCor-ENSO,



swcftoa PCor-AM,
see also ALBDS
lwcftoa PCor-AM,
lwcftoa PCor-AC,
pr PCor-AM,
pr PCor-AC,
hfls PCor-AC,
ep PCor-AM,
ep PCor-AC,
zg500 PCor-AC,
wap500 PCor-AM,
wap500 PCor-AC,
EC-Earth3-Veg_r03
0.80: 0.81; 0.76; 0.83
A; B; B
CESM2-WACCMCMIP6 NHM-SHM rsnt too small.
see also swcftoa, ALBDS
Global Mean rlut too small.
see also lwcftoa, tas, TMQ
OM-LM swcftoa too small.
see also ALBDS


hurs PCor-ENSO,



swcftoa PCor-AM,
see also ALBDS
lwcftoa PCor-AM,
lwcftoa PCor-AC,
pr PCor-AM,
pr PCor-AC,
ep PCor-AM,
ep PCor-AC,
zg500 PCor-AC,
wap500 PCor-AM,
wap500 PCor-AC,
CAMS-CSM1-0
0.79: 0.80; 0.79; 0.78
A; A; A
CESM2-WACCMCMIP6 Global Mean rsnt too small.
see also swcftoa, ALBDS
NHM-SHM rsnt too small.
see also swcftoa, ALBDS
OM-LM rsnt too large.
see also swcftoa, ALBDS
Global Mean rlut too small.
see also lwcftoa, tas, TMQ
NHM-SHM rlut too small.
see also lwcftoa, tas, TMQ
OM-LM rlut too large.
see also lwcftoa, tas, TMQ
Global Mean swcftoa too small.
see also ALBDS
NHM-SHM swcftoa too large.
see also ALBDS
OM-LM swcftoa too large.
see also ALBDS
Global Mean hfls too large.
NHM-SHM hfls too small.





swcftoa PCor-AM,
see also ALBDS
lwcftoa PCor-AC,
fs PCor-AM,
pr PCor-AC,
hfls PCor-AC,
ep PCor-AC,
rtfs PCor-AC,
zg500 PCor-AM,
zg500 PCor-AC,
wap500 PCor-AM,
wap500 PCor-AC,
psl PCor-AM,
psl PCor-AC,
hur500 PCor-AM,
hur500 PCor-AC,
CAMS-CSM1-0_r02
0.79: 0.80; 0.78; 0.78
A; A; A
CESM2-WACCMCMIP6 Global Mean rsnt too small.
see also swcftoa, ALBDS
NHM-SHM rsnt too small.
see also swcftoa, ALBDS
OM-LM rsnt too large.
see also swcftoa, ALBDS
Global Mean rlut too small.
see also lwcftoa, tas, TMQ
NHM-SHM rlut too small.
see also lwcftoa, tas, TMQ
OM-LM rlut too large.
see also lwcftoa, tas, TMQ
Global Mean swcftoa too small.
see also ALBDS
NHM-SHM swcftoa too large.
see also ALBDS
OM-LM swcftoa too large.
see also ALBDS
Global Mean hfls too large.
NHM-SHM hfls too small.





swcftoa PCor-AM,
see also ALBDS
lwcftoa PCor-AM,
lwcftoa PCor-AC,
fs PCor-AM,
hfls PCor-AC,
ep PCor-AC,
zg500 PCor-AM,
zg500 PCor-AC,
wap500 PCor-AM,
wap500 PCor-AC,
psl PCor-AM,
psl PCor-AC,
hur500 PCor-AM,
hur500 PCor-AC,
MIROC-ES2L_r31
0.81: 0.80; 0.79; 0.84
A; A; A
CESM2-WACCMCMIP6 Global Mean rsnt too small.
see also swcftoa, ALBDS
NHM-SHM rsnt too small.
see also swcftoa, ALBDS
Global Mean rlut too small.
see also lwcftoa, tas, TMQ
NHM-SHM hfls too small.





rsnt PCor-ENSO,
see also swcftoa, ALBDS
swcftoa PCor-AM,
see also ALBDS
swcftoa PCor-ENSO,
see also ALBDS
lwcftoa PCor-AM,
fs PCor-ENSO,
pr PCor-AM,
hfls PCor-ENSO,
ep PCor-AM,
zg500 PCor-AC,
wap500 PCor-AM,
wap500 PCor-AC,
hur500 PCor-AC,
MIROC-ES2L_r32
0.73: 0.77; 0.75; 0.68
A; B; A
CESM2-WACCMCMIP6 Global Mean rsnt too small.
see also swcftoa, ALBDS
NHM-SHM rsnt too small.
see also swcftoa, ALBDS
OM-LM rsnt too small.
see also swcftoa, ALBDS
Global Mean rlut too small.
see also lwcftoa, tas, TMQ
NHM-SHM rlut too small.
see also lwcftoa, tas, TMQ
OM-LM swcftoa too small.
see also ALBDS
Global Mean lwcftoa too small.


hurs PCor-AC,



rlut PCor-AC,
see also lwcftoa, tas, TMQ
rlut PCor-ENSO,
see also lwcftoa, tas, TMQ
swcftoa PCor-AM,
see also ALBDS
swcftoa PCor-AC,
see also ALBDS
lwcftoa PCor-AM,
lwcftoa PCor-AC,
lwcftoa PCor-ENSO,
pr PCor-AM,
pr PCor-AC,
hfls PCor-AC,
hfls PCor-ENSO,
ep PCor-AM,
ep PCor-AC,
rtfs PCor-AC,
zg500 PCor-AM,
zg500 PCor-AC,
zg500 PCor-ENSO,
wap500 PCor-AM,
wap500 PCor-AC,
wap500 PCor-ENSO,
psl PCor-AC,
psl PCor-ENSO,
hur500 PCor-AM,
hur500 PCor-AC,
MIROC-ES2L_r33
0.73: 0.75; 0.73; 0.72
A; A; A
CESM2-WACCMCMIP6 Global Mean rsnt too large.
see also swcftoa, ALBDS
NHM-SHM rsnt too small.
see also swcftoa, ALBDS
NHM-SHM rlut too small.
see also lwcftoa, tas, TMQ
OM-LM rlut too large.
see also lwcftoa, tas, TMQ
OM-LM hfls too small.





rlut PCor-AM,
see also lwcftoa, tas, TMQ
rlut PCor-AC,
see also lwcftoa, tas, TMQ
rlut PCor-ENSO,
see also lwcftoa, tas, TMQ
swcftoa PCor-AM,
see also ALBDS
swcftoa PCor-AC,
see also ALBDS
lwcftoa PCor-AM,
lwcftoa PCor-AC,
lwcftoa PCor-ENSO,
fs PCor-AM,
fs PCor-AC,
pr PCor-AM,
pr PCor-AC,
pr PCor-ENSO,
hfls PCor-AM,
hfls PCor-AC,
hfls PCor-ENSO,
ep PCor-AM,
ep PCor-AC,
ep PCor-ENSO,
rtfs PCor-AM,
rtfs PCor-AC,
zg500 PCor-AM,
zg500 PCor-AC,
wap500 PCor-AM,
wap500 PCor-AC,
wap500 PCor-ENSO,
psl PCor-AM,
psl PCor-AC,
hur500 PCor-AM,
hur500 PCor-AC,
hur500 PCor-ENSO,
NorESM2-LM_r02
0.74: 0.75; 0.73; 0.72
A; A; A
CESM2-WACCMCMIP6 Global Mean rsnt too large.
see also swcftoa, ALBDS
NHM-SHM rsnt too small.
see also swcftoa, ALBDS
NHM-SHM rlut too small.
see also lwcftoa, tas, TMQ
OM-LM rlut too large.
see also lwcftoa, tas, TMQ
OM-LM hfls too small.





rlut PCor-AM,
see also lwcftoa, tas, TMQ
rlut PCor-AC,
see also lwcftoa, tas, TMQ
rlut PCor-ENSO,
see also lwcftoa, tas, TMQ
swcftoa PCor-AM,
see also ALBDS
swcftoa PCor-AC,
see also ALBDS
lwcftoa PCor-AM,
lwcftoa PCor-AC,
lwcftoa PCor-ENSO,
fs PCor-AM,
fs PCor-AC,
pr PCor-AM,
pr PCor-AC,
pr PCor-ENSO,
hfls PCor-AM,
hfls PCor-AC,
ep PCor-AM,
ep PCor-AC,
ep PCor-ENSO,
rtfs PCor-AM,
rtfs PCor-AC,
zg500 PCor-AM,
wap500 PCor-AM,
wap500 PCor-AC,
wap500 PCor-ENSO,
psl PCor-AM,
psl PCor-AC,
hur500 PCor-AM,
hur500 PCor-AC,
hur500 PCor-ENSO,
NorESM2-LM_r03
0.73: 0.75; 0.73; 0.71
A; A; A
CESM2-WACCMCMIP6 Global Mean rsnt too large.
see also swcftoa, ALBDS
NHM-SHM rsnt too small.
see also swcftoa, ALBDS
NHM-SHM rlut too small.
see also lwcftoa, tas, TMQ
OM-LM rlut too large.
see also lwcftoa, tas, TMQ
OM-LM hfls too small.





rlut PCor-AM,
see also lwcftoa, tas, TMQ
rlut PCor-AC,
see also lwcftoa, tas, TMQ
rlut PCor-ENSO,
see also lwcftoa, tas, TMQ
swcftoa PCor-AM,
see also ALBDS
swcftoa PCor-AC,
see also ALBDS
lwcftoa PCor-AM,
lwcftoa PCor-AC,
lwcftoa PCor-ENSO,
fs PCor-AM,
fs PCor-AC,
pr PCor-AM,
pr PCor-AC,
pr PCor-ENSO,
hfls PCor-AM,
hfls PCor-AC,
ep PCor-AM,
ep PCor-AC,
ep PCor-ENSO,
rtfs PCor-AM,
rtfs PCor-AC,
zg500 PCor-AM,
zg500 PCor-ENSO,
wap500 PCor-AM,
wap500 PCor-AC,
wap500 PCor-ENSO,
psl PCor-AM,
psl PCor-AC,
psl PCor-ENSO,
hur500 PCor-AM,
hur500 PCor-AC,
hur500 PCor-ENSO,
FGOALS-g3
0.79: 0.80; 0.78; 0.80
A; A; A
CESM2-WACCM




FGOALS-g3
0.79: 0.80; 0.78; 0.80
A; A; A
CESM2-WACCM




CESM2-FV2_r02
0.79: 0.80; 0.78; 0.80
A; A; A
CESM2-WACCM




INM-CM5-0_r03
0.79: 0.80; 0.78; 0.80
A; A; A
CESM2-WACCM