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 Global - Land 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) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	66.6
271	[-]	74.4	74.8	66.6	72.2			7.94	14.6	1.86		0.523	0.728	0.704	0.973	0.731
330	[-]	70.2	70.8	66.6	68.5			3.96	12.1	1.76		0.635	0.728	0.715	0.962	0.754
CMIP6_001	[-]	74.9	75.3	66.6	75.1	33.2		8.63	14.3	2.89		0.555	0.690	0.527	0.995	0.692

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	46.1
271	[-]	58.3	57.9	46.1	57.6			11.7	22.5	1.18		0.384	0.433	0.833	0.921	0.601
330	[-]	57.8	57.4	46.1	56.1			11.2	22.6	1.24		0.390	0.423	0.826	0.937	0.600
CMIP6_001	[-]	50.2	49.4	46.1	51.5	56.3		3.31	16.4	1.41		0.619	0.525	0.800	0.990	0.692

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	48.4
271	[-]	53.6	52.7	48.4	62.7			4.05	15.4	0.860		0.511	0.703	0.907	0.978	0.760
330	[-]	54.0	53.1	48.4	62.5			4.45	15.1	0.898		0.525	0.685	0.899	0.986	0.756
CMIP6_001	[-]	59.7	58.8	48.4	68.8	51.1		10.2	18.5	1.02		0.435	0.640	0.886	0.965	0.714

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	14.1
271	[-]	14.2	14.2	14.1	14.5			0.0661	6.41	0.339		0.700	0.599	0.977	0.892	0.754
330	[-]	14.1	14.1	14.1	14.4			-0.0842	6.32	0.136		0.729	0.598	0.991	0.894	0.762
CMIP6_001	[-]	14.9	15.2	14.1	12.9	9.46		0.933	7.72	0.375		0.485	0.557	0.975	0.749	0.665

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	89.3
271	[-]	96.1	93.7	89.3	101.			5.74	12.0	1.79		0.677	0.816	0.745	0.995	0.810
330	[-]	89.2	86.5	89.3	94.7			-1.30	10.8	1.74		0.688	0.844	0.751	0.975	0.820
CMIP6_001	[-]	95.7	93.8	89.5	100.	74.6		5.71	10.7	1.96		0.713	0.822	0.697	0.971	0.805

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	24.4
271	[-]	28.9	28.8	24.4	30.2			4.42	8.36	0.0826		0.557	0.652	0.994	0.730	0.717
330	[-]	31.0	31.0	24.4	32.2			6.61	8.96	0.110		0.436	0.678	0.992	0.881	0.733
CMIP6_001	[-]	29.2	29.1	24.4	30.0			4.77	7.39	0.190		0.560	0.711	0.987	0.888	0.771

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	25.8
271	[-]	34.8	33.6	25.8	53.2			8.14	14.4	0.505		0.472	0.509	0.957	0.976	0.684
330	[-]	34.0	32.8	25.8	51.8			7.35	13.8	0.509		0.501	0.526	0.957	0.969	0.696
CMIP6_001	[-]	34.0	33.0	25.8	50.2	39.7		7.41	15.2	0.614		0.474	0.494	0.951	0.973	0.677

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	54.7
271	[-]	57.2	54.9	54.7	76.4			1.46	15.1	1.37		0.653	0.602	0.825	0.985	0.733
330	[-]	55.6	53.6	54.7	72.7			-0.0484	15.0	1.26		0.617	0.624	0.842	0.962	0.734
CMIP6_001	[-]	57.8	55.5	54.6	76.8	74.5		1.98	18.1	1.62		0.647	0.507	0.771	0.991	0.685

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	13.7
271	[-]	14.3	14.7	13.7	11.6			0.724	7.85	0.0988		0.762	0.499	0.993	0.902	0.731
330	[-]	14.8	15.3	13.7	12.3			1.34	7.11	0.0812		0.745	0.558	0.994	0.845	0.740
CMIP6_001	[-]	13.1	13.6	13.7	10.2	8.92		-0.222	8.26	0.144		0.664	0.485	0.989	0.845	0.694

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	25.0
271	[-]	42.3	41.7	25.0	48.7	29.8		17.2	20.1	0.796		0.227	0.651	0.920	0.965	0.683
330	[-]	42.4	41.9	25.0	47.5	29.8		17.3	20.8	0.859		0.221	0.622	0.914	0.963	0.668
CMIP6_001	[-]	37.0	35.7	24.9	52.4	53.9		11.4	15.3	0.679		0.368	0.675	0.941	0.977	0.727

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	31.7
271	[-]	36.9	36.9	31.7	37.0			5.23	10.4	0.210		0.631	0.658	0.986	0.962	0.779
330	[-]	37.7	37.6	31.7	38.1			5.99	10.7	0.237		0.584	0.668	0.984	0.993	0.779
CMIP6_001	[-]	35.6	35.9	31.7	34.2	23.6		4.12	12.0	0.318		0.629	0.581	0.979	0.984	0.751

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	31.8
271	[-]	38.1	37.3	31.8	46.8	32.4		5.71	12.3	0.925		0.526	0.631	0.882	0.978	0.730
330	[-]	37.9	37.1	31.8	46.1	32.4		5.46	12.0	0.902		0.529	0.637	0.889	0.981	0.734
CMIP6_001	[-]	37.1	36.4	31.8	44.7	35.8		4.89	12.3	1.03		0.555	0.613	0.869	0.978	0.726

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	5.68
271	[-]	12.3	12.1	5.68	20.6	32.8		6.58	9.29	1.82		0.610	0.738	0.719	0.864	0.734
330	[-]	12.2	11.9	5.68	20.8	32.8		6.39	9.13	1.82		0.623	0.739	0.729	0.849	0.736
CMIP6_001	[-]	10.2	9.97	5.67	18.8	13.0		4.40	8.46	2.12		0.710	0.716	0.673	0.882	0.739

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	13.4
271	[-]	17.1	17.6	13.4	14.8			3.62	8.94	0.384		0.527	0.523	0.974	0.791	0.668
330	[-]	17.8	18.4	13.4	15.2			4.31	9.30	0.462		0.485	0.523	0.969	0.747	0.650
CMIP6_001	[-]	15.3	15.9	13.4	13.0	7.92		2.30	8.02	0.569		0.604	0.559	0.961	0.861	0.709

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	51.8
271	[-]	66.8	65.2	51.8	74.3	52.2		14.3	20.1	1.03		0.362	0.652	0.879	0.966	0.702
330	[-]	64.3	62.8	51.8	71.3	52.2		11.8	18.6	1.25		0.408	0.661	0.837	0.955	0.704
CMIP6_001	[-]	60.4	60.0	51.9	64.0	40.5		9.05	21.0	1.79		0.379	0.588	0.747	0.978	0.656

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	51.0
271	[-]	56.4	56.0	51.0	60.9			5.33	12.2	0.419		0.554	0.629	0.970	0.983	0.753
330	[-]	55.5	55.1	51.0	60.6			4.46	12.4	0.667		0.607	0.598	0.954	0.984	0.748
CMIP6_001	[-]	51.6	51.0	51.0	58.4	39.3		0.444	14.5	0.786		0.593	0.509	0.941	0.990	0.708

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	25.2
271	[-]	34.0	33.2	25.2	39.7			8.13	11.3	0.168		0.410	0.643	0.988	0.819	0.700
330	[-]	37.6	36.9	25.2	42.3			11.8	14.4	0.292		0.187	0.622	0.980	0.929	0.668
CMIP6_001	[-]	32.7	32.3	25.2	36.2	28.2		7.13	11.6	0.262		0.453	0.591	0.982	0.957	0.715

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	24.5
271	[-]	33.4	33.6	24.5	35.5			9.31	14.2	0.849		0.434	0.567	0.924	0.977	0.694
330	[-]	33.7	33.9	24.5	36.8			9.54	14.7	0.827		0.413	0.552	0.922	0.962	0.680
CMIP6_001	[-]	28.9	29.1	24.5	30.2	39.2		4.72	12.1	1.02		0.570	0.604	0.887	0.875	0.708

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	87.1
271	[-]	89.3	89.5	87.1	87.3			2.17	15.6	1.95		0.599	0.696	0.717	0.747	0.691
330	[-]	85.8	86.0	87.1	83.4			-1.30	11.6	1.60		0.740	0.744	0.772	0.897	0.779
CMIP6_001	[-]	94.7	94.8	87.1	92.2	63.5		7.63	17.0	1.96		0.544	0.678	0.704	0.787	0.679

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	63.7
271	[-]	61.2	61.2	63.7	61.2			-2.51	13.5	0.806		0.648	0.711	0.929	0.954	0.791
330	[-]	63.3	63.2	63.7	63.9			-0.384	12.2	0.848		0.703	0.717	0.920	0.991	0.809
CMIP6_001	[-]	61.0	60.8	63.7	65.1			-2.77	15.6	0.985		0.598	0.659	0.902	0.962	0.756

	Download Data	Period Mean (original grids) [W m-2]	Model Period Mean (intersection) [W m-2]	Benchmark Period Mean (intersection) [W m-2]	Model Period Mean (complement) [W m-2]	Benchmark Period Mean (complement) [W m-2]		Bias [W m-2]	RMSE [W m-2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	23.4
271	[-]	41.1	41.4	23.4	35.9			17.6	21.2	0.821		0.209	0.600	0.911	0.950	0.654
330	[-]	40.4	40.6	23.4	35.2			16.9	20.6	0.771		0.221	0.597	0.922	0.956	0.659
CMIP6_001	[-]	37.5	37.7	23.4	32.0	17.5		13.9	18.7	0.862		0.300	0.567	0.907	0.925	0.653

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 Global - Land 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 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

  Title:

Derived Optimal Linear Combination Evapotranspiration v1.0

  Institution:

Climate Change Research Center (CCRC) - UNSW - Sydney - Australia

  Source:

ET from GLEAM, MOD16, MPIBGC and PML datasets and observations from FLUXNET

  History:

2017-01-08 17:24:33 v1.0

  References:

Hobeichi, Sanaa, 2017: Derived Optimal Linear Combination Evapotranspiration v1.0 . NCI National Research Data Collection , doi:10.4225/41/58980b55b0495 Hobeichi, S., Abramowitz, G., Evans J. and A. Ukkola. Derived Optimal Linear Combination Evapotranspiration (DOLCE): a global gridded synthesis ET estimate (in prep.)

  Conventions:

CF-1.6, ACDD-1.3

  Description:

DOLCE monthly evapotranspiration product derived by combining DOLCE tier1, tier2 and tier3

  Summary:

Monthly evapotranspiration and its associated uncertainty on a global scale for 2000

  License:

http://creativecommons.org/licenses/by-nc-nd/4.0/

  Id:

http://dx.doi.org/10.4225/41/58980b55b0495

  Product_version:

1.0

  Contact:

s.hobeichi@student.unsw.edu.au

  Organisation:

ARC Centre of Excellence for Climate System Science

  Keywords:

Meteorology, Climatology, Land Surface Processes, Land Surface Models, Evapotranspiration

  Date_created:

2017-02-01

  Creator_name:

Sanaa Hobeichi

  Creator_email:

s.hobeichi@student.unsw.edu.au

  Publisher_name:

ARCCSS data manager

  Publisher_email:

paola.petrelli@utas.edu.au

  Time_coverage_start:

2000-01-01

  Time_coverage_end:

2000-12-31

  Geospatial_lat_min:

-90.0

  Geospatial_lat_max:

90.0

  Geospatial_lon_min:

-180.0

  Geospatial_lon_max:

180.0