Africa - Central Africa - Sahel Africa - South Asia - East Siberia Asia - Indonesia Asia - North Central Asia - South Central Asia and China Asia - Southeast Asia and India Asia - West Siberia Australia Europe Globe Middle East and Sahara North America - Alaska and Northern Canada North America - Central America North America - Eastern United States North America - Southern Canada North America - Western United States South America - Amazon South America - Southeast South America - Southwest

	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	[-]	0.585
CRUJRA	[-]	0.538	0.547	0.470	0.585	0.538		-0.0390	2.34		0.417	0.580	0.997	0.665
CRUNCEPv7	[-]	0.589	0.598	0.508	0.585	0.538		0.0129	1.99		0.427	0.651	0.971	0.683
GSWP3v1	[-]	0.583	0.593	0.496	0.585	0.538		0.00689	2.15		0.538	0.642	0.996	0.725
WATCH	[-]	0.585	0.595	0.525	0.584	0.536		0.0111	2.00		0.495	0.651	0.995	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	[-]	0.425
CRUJRA	[-]	0.426	0.429	0.211	0.424	0.597		0.00479	0.963		0.692	0.844	0.897	0.811
CRUNCEPv7	[-]	0.426	0.429	0.167	0.424	0.597		0.00493	0.884		0.720	0.883	0.985	0.863
GSWP3v1	[-]	0.459	0.462	0.233	0.424	0.597		0.0383	1.32		0.710	0.780	0.918	0.803
WATCH	[-]	0.504	0.506	0.261	0.422	0.598		0.0843	1.37		0.632	0.792	0.967	0.797

	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	[-]	0.480
CRUJRA	[-]	0.447	0.450	0.406	0.479	0.545		-0.0289	1.31		0.573	0.804	0.967	0.781
CRUNCEPv7	[-]	0.461	0.468	0.398	0.479	0.545		-0.0116	1.22		0.569	0.820	0.941	0.776
GSWP3v1	[-]	0.445	0.451	0.390	0.479	0.545		-0.0285	1.49		0.565	0.771	0.989	0.775
WATCH	[-]	0.440	0.440	0.429	0.480	0.548		-0.0392	1.46		0.567	0.767	0.976	0.770

	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	[-]	0.436
CRUJRA	[-]	0.530	0.531	0.534	0.436	0.429		0.0937	1.50		0.475	0.817	0.536	0.610
CRUNCEPv7	[-]	0.531	0.538	0.476	0.436	0.453		0.100	1.39		0.463	0.838	0.513	0.605
GSWP3v1	[-]	0.502	0.506	0.471	0.436	0.461		0.0699	1.07		0.540	0.882	0.473	0.632
WATCH	[-]	0.498	0.503	0.467	0.433	0.464		0.0701	1.14		0.540	0.855	0.727	0.708

	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	[-]	0.776
CRUJRA	[-]	0.682	0.689	0.667	0.777	0.755		-0.0870	2.16		0.0977	0.663	0.435	0.399
CRUNCEPv7	[-]	0.779	0.792	0.755	0.777	0.755		0.0156	2.16		0.241	0.663	0.397	0.434
GSWP3v1	[-]	0.732	0.744	0.711	0.777	0.755		-0.0326	1.87		0.296	0.717	0.691	0.568
WATCH	[-]	0.736	0.729	0.751	0.776	0.755		-0.0460	2.09		0.240	0.672	0.736	0.550

	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	[-]	0.490
CRUJRA	[-]	0.549	0.549	0.510	0.490	0.513		0.0583	1.35		0.651	0.825	0.995	0.824
CRUNCEPv7	[-]	0.609	0.611	0.507	0.490	0.513		0.121	1.22		0.482	0.847	0.937	0.755
GSWP3v1	[-]	0.551	0.552	0.460	0.490	0.513		0.0615	0.966		0.617	0.896	0.864	0.792
WATCH	[-]	0.548	0.548	0.467	0.490	0.512		0.0583	1.76		0.639	0.747	0.959	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	[-]	0.463
CRUJRA	[-]	0.422	0.445	0.311	0.462	0.635		-0.0169	1.97		0.487	0.695	0.974	0.719
CRUNCEPv7	[-]	0.428	0.457	0.284	0.463	0.376		-0.00600	1.80		0.568	0.719	0.982	0.756
GSWP3v1	[-]	0.420	0.450	0.263	0.463	0.376		-0.0130	1.75		0.563	0.726	0.971	0.753
WATCH	[-]	0.421	0.449	0.282	0.463	0.373		-0.0137	1.81		0.493	0.730	0.990	0.738

	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	[-]	0.567
CRUJRA	[-]	0.520	0.520	0.505	0.566	0.709		-0.0457	1.86		0.479	0.706	0.928	0.704
CRUNCEPv7	[-]	0.560	0.562	0.540	0.566	0.709		-0.00431	1.51		0.578	0.791	0.994	0.787
GSWP3v1	[-]	0.590	0.597	0.541	0.566	0.709		0.0303	2.07		0.541	0.664	0.983	0.729
WATCH	[-]	0.576	0.579	0.551	0.564	0.708		0.0151	1.85		0.628	0.726	0.965	0.773

	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	[-]	0.474
CRUJRA	[-]	0.698	0.694	0.729	0.474	0.455		0.220	1.60		0.259	0.767	0.494	0.507
CRUNCEPv7	[-]	0.722	0.726	0.660	0.474	0.452		0.252	1.36		0.195	0.816	0.526	0.512
GSWP3v1	[-]	0.691	0.698	0.602	0.474	0.461		0.223	1.29		0.238	0.842	0.385	0.488
WATCH	[-]	0.677	0.682	0.619	0.473	0.458		0.209	1.64		0.284	0.772	0.375	0.477

	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	[-]	0.317
CRUJRA	[-]	0.332	0.312	0.474	0.316	0.549		-0.00351	1.71		0.626	0.743	0.990	0.786
CRUNCEPv7	[-]	0.343	0.324	0.473	0.316	0.553		0.00818	1.50		0.616	0.778	0.988	0.794
GSWP3v1	[-]	0.358	0.339	0.487	0.316	0.553		0.0232	1.26		0.607	0.803	0.987	0.799
WATCH	[-]	0.332	0.311	0.475	0.319	0.556		-0.00804	1.54		0.616	0.761	0.984	0.787

	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	[-]	0.584
CRUJRA	[-]	0.525	0.533	0.490	0.585	0.546		-0.0516	2.54		0.399	0.552	0.932	0.628
CRUNCEPv7	[-]	0.564	0.575	0.507	0.585	0.556		-0.00902	2.28		0.432	0.600	0.990	0.674
GSWP3v1	[-]	0.569	0.591	0.453	0.584	0.573		0.00699	2.03		0.513	0.654	0.993	0.720
WATCH	[-]	0.554	0.564	0.499	0.583	0.570		-0.0178	2.43		0.506	0.589	0.900	0.665

	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
CRUJRA	[-]	0.460	0.497	0.315	0.496	0.562		0.00182	1.85		0.454	0.706	0.980	0.713
CRUNCEPv7	[-]	0.481	0.527	0.302	0.496	0.559		0.0314	1.72		0.482	0.729	0.969	0.727
GSWP3v1	[-]	0.478	0.523	0.314	0.495	0.590		0.0272	1.71		0.511	0.730	0.983	0.741
WATCH	[-]	0.469	0.508	0.322	0.495	0.585		0.0131	1.89		0.490	0.698	0.984	0.724

	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	[-]	0.251
CRUJRA	[-]	0.141	0.290	0.0908	0.251	0.229		0.0391	3.37		0.423	0.388	0.959	0.590
CRUNCEPv7	[-]	0.114	0.273	0.0603	0.251	0.258		0.0216	3.10		0.443	0.444	0.966	0.617
GSWP3v1	[-]	0.143	0.306	0.0877	0.251	0.258		0.0542	3.03		0.398	0.438	0.964	0.600
WATCH	[-]	0.160	0.355	0.0940	0.250	0.259		0.104	3.28		0.326	0.402	0.960	0.562

	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	[-]	0.402
CRUJRA	[-]	0.570	0.574	0.560	0.405	0.296		0.168	1.52		0.366	0.796	0.773	0.645
CRUNCEPv7	[-]	0.543	0.552	0.500	0.403	0.304		0.148	1.42		0.321	0.821	0.623	0.589
GSWP3v1	[-]	0.545	0.560	0.477	0.402	0.417		0.158	1.54		0.331	0.796	0.746	0.624
WATCH	[-]	0.521	0.534	0.470	0.401	0.385		0.133	1.82		0.403	0.744	0.656	0.601

	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	[-]	0.505
CRUJRA	[-]	0.481	0.474	0.500	0.505	0.531		-0.0297	1.49		0.380	0.735	0.917	0.677
CRUNCEPv7	[-]	0.507	0.498	0.533	0.505	0.531		-0.00611	1.27		0.491	0.785	0.973	0.750
GSWP3v1	[-]	0.520	0.516	0.529	0.505	0.531		0.0102	1.54		0.508	0.732	0.983	0.741
WATCH	[-]	0.505	0.491	0.546	0.503	0.530		-0.0117	1.63		0.518	0.698	0.988	0.735

	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	[-]	0.631
CRUJRA	[-]	0.581	0.581	0.582	0.631	0.608		-0.0497	2.09		0.561	0.704	0.974	0.746
CRUNCEPv7	[-]	0.635	0.636	0.634	0.631	0.608		0.00574	2.06		0.691	0.714	0.997	0.801
GSWP3v1	[-]	0.625	0.627	0.622	0.631	0.608		-0.00369	1.49		0.674	0.813	0.975	0.821
WATCH	[-]	0.565	0.564	0.577	0.632	0.609		-0.0669	1.56		0.543	0.801	0.988	0.777

	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	[-]	0.473
CRUJRA	[-]	0.517	0.517	0.528	0.472	0.514		0.0451	1.39		0.551	0.814	0.985	0.784
CRUNCEPv7	[-]	0.584	0.588	0.542	0.472	0.514		0.116	1.41		0.461	0.813	0.993	0.756
GSWP3v1	[-]	0.547	0.551	0.508	0.472	0.514		0.0793	1.28		0.524	0.841	0.986	0.784
WATCH	[-]	0.489	0.490	0.484	0.473	0.514		0.0181	1.58		0.583	0.787	0.968	0.779

	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	[-]	0.356
CRUJRA	[-]	0.388	0.391	0.384	0.356	0.518		0.0348	1.93		0.473	0.691	0.965	0.710
CRUNCEPv7	[-]	0.388	0.391	0.403	0.356	0.518		0.0346	1.86		0.497	0.711	0.979	0.729
GSWP3v1	[-]	0.368	0.374	0.359	0.356	0.518		0.0187	1.73		0.489	0.755	0.985	0.743
WATCH	[-]	0.372	0.375	0.373	0.357	0.521		0.0175	1.83		0.479	0.733	0.963	0.725

	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	[-]	0.748
CRUJRA	[-]	0.674	0.676	0.615	0.748	0.679		-0.0722	2.22		0.181	0.648	0.937	0.589
CRUNCEPv7	[-]	0.750	0.753	0.657	0.748	0.679		0.00465	2.71		0.341	0.552	0.798	0.564
GSWP3v1	[-]	0.744	0.749	0.626	0.748	0.679		4.92e-05	2.58		0.352	0.583	0.801	0.579
WATCH	[-]	0.688	0.687	0.691	0.748	0.681		-0.0606	2.79		0.259	0.529	0.862	0.550

	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	[-]	0.631
CRUJRA	[-]	0.565	0.563	0.573	0.631	0.630		-0.0679	2.64		0.491	0.567	0.882	0.647
CRUNCEPv7	[-]	0.608	0.604	0.636	0.631	0.630		-0.0267	2.15		0.465	0.655	0.730	0.617
GSWP3v1	[-]	0.603	0.600	0.618	0.631	0.630		-0.0304	2.21		0.560	0.639	0.850	0.683
WATCH	[-]	0.606	0.602	0.625	0.632	0.629		-0.0292	2.45		0.527	0.605	0.861	0.665

	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	[-]	0.346
CRUJRA	[-]	0.281	0.308	0.160	0.344	0.540		-0.0356	1.34		0.351	0.806	0.954	0.704
CRUNCEPv7	[-]	0.284	0.310	0.181	0.344	0.540		-0.0327	1.25		0.340	0.820	0.924	0.695
GSWP3v1	[-]	0.312	0.348	0.167	0.344	0.540		0.00626	1.28		0.321	0.809	0.883	0.671
WATCH	[-]	0.245	0.267	0.149	0.344	0.539		-0.0770	1.77		0.297	0.729	0.971	0.666

Africa - Central Africa - Sahel Africa - South Asia - East Siberia Asia - Indonesia Asia - North Central Asia - South Central Asia and China Asia - Southeast Asia and India Asia - West Siberia Australia Europe Globe Middle East and Sahara North America - Alaska and Northern Canada North America - Central America North America - Eastern United States North America - Southern Canada North America - Western United States South America - Amazon South America - Southeast South America - Southwest 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