Globe

	Download Data	Period Mean (original grids) [1e-6 mol L-1]	Model Period Mean (intersection) [1e-6 mol L-1]	Model Period Mean (complement) [1e-6 mol L-1]	Benchmark Period Mean (intersection) [1e-6 mol L-1]	Benchmark Period Mean (complement) [1e-6 mol L-1]		Bias [1e-6 mol L-1]	RMSE [1e-6 mol L-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	5.04
CanESM2	[-]	2.11	6.98	4.15	5.09	3.26		1.88	4.13	2.64		0.266	0.343	0.577	0.783	0.462
CanESM5	[-]	5.62	5.74	2.78	5.04	7.07		0.697	2.57	2.52		0.290	0.359	0.602	0.940	0.510
CESM1-BGC	[-]	6.32	6.17	10.3	5.04	9.54		1.13	2.78	2.28		0.388	0.251	0.647	0.517	0.411
CESM2	[-]	3.06	4.77	2.07	5.05	4.06		-0.284	2.13	2.32		0.355	0.259	0.638	0.930	0.488
GFDL-ESM2G	[-]	5.05	5.10	3.51	5.07	2.55		0.0299	1.97	2.36		0.394	0.320	0.630	0.970	0.527
GFDL-ESM4	[-]	7.25	5.12	5.45	5.05	1.18		0.0776	1.91	2.39		0.390	0.297	0.629	0.980	0.518
HadGEM2-ES	[-]	3.74	4.76	3.59	5.06	2.88		-0.299	2.38	2.42		0.357	0.294	0.622	0.981	0.509
IPSL-CM5A-LR	[-]	4.41	4.49	2.27	5.07	2.97		-0.587	2.05	2.46		0.343	0.355	0.613	0.977	0.529
IPSL-CM6A-LR	[-]	4.36	4.45	2.32	5.05	4.83		-0.598	1.82	2.36		0.379	0.350	0.633	0.981	0.539
meanCMIP5	[-]	4.29	5.83	0.797	5.04			0.792	2.09	2.29		0.246	0.332	0.645	0.912	0.494
meanCMIP6	[-]	5.53	5.58	4.93	5.04	0.837		0.535	1.72	2.28		0.380	0.318	0.647	0.978	0.528
MIROC-ES2L	[-]	5.93	5.97	4.26	5.08	1.77		0.894	2.29	2.35		0.350	0.343	0.632	0.964	0.526
MPI-ESM-LR	[-]	4.42	4.47	2.96	5.06	1.97		-0.585	2.42	2.44		0.417	0.258	0.616	0.914	0.493
MPI-ESM1-2-LR	[-]	3.62	3.67	2.23	5.05	0.795		-1.39	2.43	2.46		0.373	0.310	0.613	0.880	0.497
NorESM1-ME	[-]	6.21	6.27	4.76	5.04	9.59		1.22	2.60	2.42		0.215	0.246	0.621	0.933	0.452
NorESM2-LM	[-]	7.22	7.21	7.68	5.05	0.596		2.16	3.01	2.41		0.208	0.246	0.620	0.894	0.443
UKESM	[-]	7.75	7.86	4.92	5.04	5.28		2.82	3.65	2.30		0.266	0.295	0.645	0.942	0.489

Globe

	Download Data	Temperaturesurface Hellinger Distance [1]		Temperaturesurface RMSE Score [1]	Overall Score [1]
CanESM2	[-]	0.324		0.583	0.583
CanESM5	[-]	0.358		0.813	0.813
CESM1-BGC	[-]	0.372		0.676	0.676
CESM2	[-]	0.385		0.876	0.876
GFDL-ESM2G	[-]	0.357		0.788	0.788
GFDL-ESM4	[-]	0.298		0.902	0.902
HadGEM2-ES	[-]	0.306		0.876	0.876
IPSL-CM5A-LR	[-]	0.264		0.810	0.810
IPSL-CM6A-LR	[-]	0.246		0.828	0.828
meanCMIP5	[-]	0.343		0.852	0.852
meanCMIP6	[-]	0.316		0.900	0.900
MIROC-ES2L	[-]	0.398		0.680	0.680
MPI-ESM-LR	[-]	0.268		0.933	0.933
MPI-ESM1-2-LR	[-]	0.344		0.822	0.822
NorESM1-ME	[-]	0.476		0.790	0.790
NorESM2-LM	[-]
UKESM	[-]	0.394		0.736	0.736

Globe Temporally integrated period mean Temporally integrated period mean max month Temporally integrated mean phase shift Temporally integrated mean phase shift score Temporally integrated period mean bias Temporally integrated period mean bias score Temporally integrated period mean rmse Temporally integrated period mean rmse score Spatially integrated regional mean cycle Spatially integrated regional mean detrended cycle Spatially integrated regional mean Relationship with Temperaturesurface Relationship with diff_Temperaturesurface Relationship with func_Temperaturesurface