Australia Boreal Asia Boreal North America Central America Central Asia Equatorial Asia Europe Global - Land Middle East Northern Hemisphere Africa Northern Hemisphere South America Southeast Asia Southern Hemisphere Africa Southern Hemisphere South America Temperate North America

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (intersection) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.304
CESM2	[-]	0.348	0.328	0.489	0.303	0.536		0.0246	1.22		0.615	0.815	0.989	0.806
CMCC-ESM2	[-]	0.340	0.334	0.412	0.301	0.519		0.0337	0.914		0.594	0.863	0.983	0.813
ELM_CN	[-]	0.335	0.333	0.410	0.301	0.440		0.0321	0.826		0.608	0.880	0.988	0.825
ELM_CNP	[-]	0.335	0.333	0.401	0.301	0.440		0.0318	0.826		0.606	0.879	0.988	0.824
IPSL-CM6A-LR	[-]	0.301	0.288	0.387	0.303	0.460		-0.0145	0.802		0.672	0.894	0.981	0.849
MIROC6	[-]	0.427	0.362	0.691	0.304	0.564		0.0585	0.778		0.525	0.900	0.923	0.782

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (intersection) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.476
CESM2	[-]	0.574	0.578	0.488	0.477	0.482		0.100	1.03		0.518	0.887	0.721	0.709
CMCC-ESM2	[-]	0.557	0.560	0.477	0.477	0.463		0.0822	1.29		0.573	0.852	0.876	0.767
ELM_CN	[-]	0.511	0.511	0.546	0.475	0.485		0.0356	1.13		0.696	0.868	0.895	0.820
ELM_CNP	[-]	0.510	0.510	0.526	0.475	0.485		0.0346	1.15		0.697	0.866	0.890	0.818
IPSL-CM6A-LR	[-]	0.548	0.552	0.482	0.475	0.513		0.0759	1.29		0.579	0.819	0.982	0.793
MIROC6	[-]	0.598	0.594	0.667	0.477	0.484		0.117	0.849		0.471	0.912	0.628	0.670

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (intersection) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.419
CESM2	[-]	0.550	0.564	0.479	0.419	0.460		0.144	1.45		0.369	0.815	0.867	0.684
CMCC-ESM2	[-]	0.596	0.595	0.603	0.426	0.328		0.167	1.47		0.372	0.812	0.807	0.664
ELM_CN	[-]	0.562	0.557	0.693	0.420	0.410		0.137	1.45		0.451	0.816	0.858	0.708
ELM_CNP	[-]	0.562	0.556	0.693	0.420	0.410		0.137	1.45		0.450	0.817	0.853	0.707
IPSL-CM6A-LR	[-]	0.478	0.489	0.428	0.419	0.431		0.0705	1.35		0.556	0.809	0.941	0.769
MIROC6	[-]	0.568	0.546	0.649	0.420	0.356		0.127	1.36		0.413	0.818	0.728	0.653

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (intersection) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.515
CESM2	[-]	0.528	0.528	0.537	0.517	0.517		0.0112	1.52		0.531	0.745	0.985	0.753
CMCC-ESM2	[-]	0.522	0.524	0.523	0.518	0.428		0.00641	1.36		0.488	0.780	0.962	0.743
ELM_CN	[-]	0.546	0.546	0.546	0.513	0.561		0.0327	1.34		0.498	0.793	0.988	0.759
ELM_CNP	[-]	0.544	0.545	0.524	0.513	0.561		0.0315	1.34		0.500	0.792	0.987	0.760
IPSL-CM6A-LR	[-]	0.487	0.496	0.493	0.514	0.640		-0.0201	1.22		0.490	0.818	0.977	0.762
MIROC6	[-]	0.656	0.605	0.785	0.515	0.635		0.0924	1.32		0.330	0.773	0.953	0.685

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (intersection) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.416
CESM2	[-]	0.399	0.424	0.278	0.414	0.590		0.0103	2.01		0.580	0.694	0.981	0.752
CMCC-ESM2	[-]	0.420	0.457	0.232	0.414	0.424		0.0420	1.73		0.532	0.753	0.975	0.753
ELM_CN	[-]	0.403	0.439	0.159	0.414	0.587		0.0246	1.73		0.607	0.758	0.985	0.783
ELM_CNP	[-]	0.403	0.439	0.159	0.414	0.587		0.0248	1.73		0.605	0.758	0.985	0.783
IPSL-CM6A-LR	[-]	0.374	0.404	0.225	0.415	0.487		-0.0123	1.90		0.552	0.698	0.946	0.732
MIROC6	[-]	0.420	0.443	0.322	0.414	0.551		0.0284	1.81		0.485	0.741	0.875	0.700

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (intersection) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.774
CESM2	[-]	0.725	0.740	0.700	0.776	0.753		-0.0362	1.87		0.291	0.718	0.676	0.562
CMCC-ESM2	[-]	0.686	0.705	0.662	0.775	0.761		-0.0701	2.17		0.210	0.654	0.627	0.497
ELM_CN	[-]	0.800	0.806	0.731	0.777	0.759		0.0293	2.41		0.274	0.611	0.435	0.440
ELM_CNP	[-]	0.792	0.800	0.696	0.777	0.759		0.0236	2.44		0.277	0.604	0.407	0.429
IPSL-CM6A-LR	[-]	0.707	0.742	0.679	0.774	0.770		-0.0323	2.10		0.353	0.672	0.668	0.564
MIROC6	[-]	0.922	0.924	0.919	0.775	0.752		0.149	2.17		0.0486	0.657	0.794	0.500

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (intersection) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.578
CESM2	[-]	0.559	0.589	0.434	0.578	0.551		0.0112	2.20		0.512	0.629	0.990	0.710
CMCC-ESM2	[-]	0.569	0.594	0.447	0.579	0.528		0.0158	1.74		0.519	0.724	0.968	0.737
ELM_CN	[-]	0.570	0.570	0.471	0.579	0.544		-0.00888	1.50		0.589	0.768	0.996	0.784
ELM_CNP	[-]	0.564	0.565	0.455	0.579	0.544		-0.0145	1.50		0.565	0.769	0.995	0.776
IPSL-CM6A-LR	[-]	0.542	0.587	0.404	0.578	0.541		0.00907	2.72		0.500	0.511	0.957	0.656
MIROC6	[-]	0.693	0.682	0.733	0.575	0.478		0.107	1.12		0.385	0.833	0.920	0.713

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (intersection) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.496
CESM2	[-]	0.477	0.523	0.291	0.495	0.596		0.0275	1.71		0.513	0.729	0.985	0.742
CMCC-ESM2	[-]	0.466	0.522	0.284	0.496	0.463		0.0262	1.69		0.476	0.729	0.984	0.730
ELM_CN	[-]	0.482	0.529	0.166	0.494	0.577		0.0350	1.60		0.539	0.748	0.987	0.758
ELM_CNP	[-]	0.480	0.527	0.165	0.494	0.578		0.0331	1.61		0.540	0.747	0.987	0.758
IPSL-CM6A-LR	[-]	0.452	0.498	0.274	0.495	0.542		0.00245	1.61		0.525	0.743	0.989	0.752
MIROC6	[-]	0.541	0.582	0.407	0.495	0.631		0.0873	1.40		0.370	0.786	0.910	0.689

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (intersection) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.287
CESM2	[-]	0.170	0.348	0.102	0.286	0.353		0.0623	3.11		0.429	0.448	0.965	0.614
CMCC-ESM2	[-]	0.151	0.328	0.0813	0.284	0.434		0.0446	2.03		0.444	0.676	0.949	0.690
ELM_CN	[-]	0.159	0.345	0.0717	0.283	0.417		0.0619	1.99		0.436	0.686	0.970	0.697
ELM_CNP	[-]	0.159	0.346	0.0717	0.283	0.417		0.0623	1.99		0.432	0.685	0.970	0.696
IPSL-CM6A-LR	[-]	0.121	0.273	0.0730	0.285	0.397		-0.0121	1.50		0.505	0.801	0.963	0.756
MIROC6	[-]	0.176	0.363	0.109	0.286	0.371		0.0758	1.93		0.451	0.708	0.861	0.673

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (intersection) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.457
CESM2	[-]	0.419	0.484	0.160	0.456	0.532		0.0272	1.46		0.656	0.759	0.975	0.797
CMCC-ESM2	[-]	0.408	0.473	0.152	0.456	0.589		0.0169	1.30		0.627	0.800	0.946	0.791
ELM_CN	[-]	0.421	0.508	0.128	0.456	0.638		0.0522	1.50		0.609	0.747	0.984	0.780
ELM_CNP	[-]	0.419	0.505	0.127	0.456	0.638		0.0494	1.52		0.618	0.742	0.981	0.781
IPSL-CM6A-LR	[-]	0.397	0.467	0.166	0.456	0.696		0.0108	1.23		0.650	0.808	0.982	0.813
MIROC6	[-]	0.478	0.551	0.187	0.457	0.196		0.0969	1.32		0.417	0.757	0.946	0.707

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (intersection) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.728
CESM2	[-]	0.717	0.723	0.635	0.728	0.667		-0.00640	2.23		0.435	0.648	0.853	0.645
CMCC-ESM2	[-]	0.670	0.668	0.655	0.731	0.590		-0.0634	1.94		0.289	0.699	0.947	0.645
ELM_CN	[-]	0.753	0.754	0.656	0.729	0.696		0.0247	2.34		0.404	0.629	0.814	0.616
ELM_CNP	[-]	0.749	0.749	0.656	0.729	0.699		0.0206	2.37		0.415	0.623	0.822	0.620
IPSL-CM6A-LR	[-]	0.684	0.698	0.629	0.729	0.611		-0.0295	2.34		0.410	0.622	0.809	0.614
MIROC6	[-]	0.860	0.861	0.828	0.727	0.798		0.133	2.19		0.120	0.657	0.722	0.500

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (intersection) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.583
CESM2	[-]	0.605	0.603	0.622	0.584	0.723		0.0181	1.74		0.546	0.721	0.990	0.752
CMCC-ESM2	[-]	0.589	0.584	0.616	0.585	0.675		-0.00116	1.50		0.527	0.781	0.967	0.758
ELM_CN	[-]	0.606	0.606	0.603	0.580	0.690		0.0254	1.45		0.550	0.791	0.993	0.778
ELM_CNP	[-]	0.605	0.605	0.583	0.580	0.690		0.0250	1.46		0.548	0.790	0.993	0.777
IPSL-CM6A-LR	[-]	0.575	0.562	0.600	0.583	0.718		-0.0199	1.42		0.559	0.803	0.993	0.785
MIROC6	[-]	0.715	0.692	0.835	0.582	0.744		0.112	1.05		0.349	0.859	0.956	0.721

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (intersection) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.502
CESM2	[-]	0.470	0.484	0.376	0.502	0.549		-0.0182	1.75		0.558	0.706	0.985	0.750
CMCC-ESM2	[-]	0.451	0.463	0.365	0.502	0.623		-0.0395	1.63		0.557	0.742	0.995	0.764
ELM_CN	[-]	0.503	0.507	0.305	0.502	0.564		0.00573	1.69		0.594	0.726	0.990	0.770
ELM_CNP	[-]	0.499	0.504	0.298	0.502	0.564		0.00192	1.68		0.607	0.727	0.993	0.776
IPSL-CM6A-LR	[-]	0.448	0.467	0.322	0.502	0.449		-0.0359	1.34		0.598	0.791	0.987	0.792
MIROC6	[-]	0.561	0.563	0.582	0.502	0.608		0.0622	1.38		0.448	0.775	0.913	0.712

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (intersection) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.624
CESM2	[-]	0.592	0.613	0.381	0.624	0.574		-0.0110	2.25		0.420	0.616	0.983	0.673
CMCC-ESM2	[-]	0.552	0.568	0.394	0.624	0.570		-0.0558	2.68		0.329	0.519	0.986	0.611
ELM_CN	[-]	0.613	0.623	0.304	0.624	0.587		-0.00163	2.29		0.423	0.609	0.986	0.672
ELM_CNP	[-]	0.608	0.618	0.303	0.624	0.587		-0.00692	2.29		0.433	0.609	0.988	0.677
IPSL-CM6A-LR	[-]	0.549	0.576	0.358	0.624	0.569		-0.0480	1.69		0.360	0.739	0.990	0.696
MIROC6	[-]	0.695	0.708	0.630	0.623	0.760		0.0858	1.83		0.221	0.711	0.905	0.612

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (intersection) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.487
CESM2	[-]	0.495	0.495	0.508	0.487	0.538		0.00822	1.54		0.620	0.807	0.991	0.806
CMCC-ESM2	[-]	0.557	0.558	0.538	0.487	0.575		0.0711	2.02		0.508	0.690	0.993	0.730
ELM_CN	[-]	0.544	0.544	0.581	0.487	0.544		0.0575	1.56		0.570	0.791	0.995	0.786
ELM_CNP	[-]	0.544	0.544	0.539	0.487	0.544		0.0573	1.56		0.571	0.791	0.995	0.786
IPSL-CM6A-LR	[-]	0.523	0.528	0.483	0.487	0.485		0.0407	2.20		0.601	0.647	0.994	0.747
MIROC6	[-]	0.580	0.571	0.728	0.487	0.497		0.0833	1.26		0.440	0.829	0.935	0.735

Australia Boreal Asia Boreal North America Central America Central Asia Equatorial Asia Europe Global - Land Middle East Northern Hemisphere Africa Northern Hemisphere South America Southeast Asia Southern Hemisphere Africa Southern Hemisphere South America Temperate North America 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 Spatially integrated regional mean cycle Spatially integrated regional mean detrended cycle Spatially integrated regional mean

  Approach:

I read variables latent heat (le) and sensible heat (sh) from monthly original data files from 1982 until 2008, then I calculated annual mean for both variables, and I further calculated evaporative fraction (le/(le+sh)) using annual mean for both le and sh I saved the data in NetCDF format.

  Temporal resolution:

climatology

  General information:

This product was derived originally from Monthly estimates of global biosphere-atmosphere fluxes from Biogeochemistry group at Max Planck Institute in Jena, Germany.

  Spatial resolution:

0.5x0.5 degree

  Derived data code:

http://redwood.ess.uci.edu/mingquan/www/ILAMB/Download/CODES/CODES/subroutines/convert/convert-EvapFrac-GBAF.ncl