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
default	[-]	65.8	61.1	66.6	96.1	4.08		6.36	15.5	2.13		0.572	0.664	0.649	0.982	0.706
handtune0011	[-]	63.4	58.3	66.6	86.5	4.08		1.74	12.9	2.16		0.710	0.664	0.645	0.996	0.736

	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
default	[-]	53.8	55.9	46.1	52.2			2.60	25.7	1.56		0.487	0.363	0.757	0.943	0.582
handtune0011	[-]	54.9	56.8	46.1	51.4			4.02	26.6	1.56		0.501	0.353	0.759	0.948	0.583

	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
default	[-]	50.7	53.0	48.4	43.4	42.1		-0.492	17.6	1.43		0.555	0.577	0.806	0.963	0.696
handtune0011	[-]	50.9	53.3	48.4	43.1	42.1		0.141	17.6	1.48		0.544	0.579	0.799	0.965	0.693

	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	[-]	14.2
default	[-]	13.9	15.3	14.2	9.80	10.9		0.939	10.7	0.243		0.504	0.337	0.984	0.824	0.597
handtune0011	[-]	13.0	14.4	14.2	9.10	10.9		-0.0564	9.95	0.335		0.534	0.388	0.978	0.836	0.625

	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
default	[-]	103.	101.	89.3	99.3	85.1		14.8	19.6	2.11		0.438	0.732	0.683	0.961	0.709
handtune0011	[-]	92.3	90.1	89.3	92.3	85.1		6.00	14.4	2.11		0.611	0.759	0.683	0.994	0.761

	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
default	[-]	25.2	25.4	24.4	23.3	37.0		0.511	8.23	0.411		0.731	0.567	0.973	0.925	0.752
handtune0011	[-]	24.9	25.1	24.4	22.9	37.0		0.305	8.41	0.268		0.710	0.567	0.982	0.878	0.741

	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
default	[-]	28.4	27.2	25.8	48.6	35.7		1.60	10.5	0.632		0.657	0.637	0.942	0.983	0.771
handtune0011	[-]	27.2	26.2	25.8	44.5	35.7		0.612	10.5	0.604		0.658	0.637	0.944	0.979	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	[-]	54.7
default	[-]	69.4	64.7	54.7	93.7	41.1		7.12	21.5	1.92		0.520	0.528	0.718	0.985	0.656
handtune0011	[-]	62.6	58.1	54.7	84.4	41.1		1.76	19.6	1.83		0.593	0.539	0.735	0.988	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	[-]	13.7
default	[-]	16.9	17.2	13.7	14.4	7.14		1.52	11.3	0.157		0.656	0.289	0.989	0.827	0.610
handtune0011	[-]	15.8	16.0	13.7	13.2	7.14		0.365	10.5	0.155		0.681	0.343	0.989	0.824	0.636

	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
default	[-]	37.7	35.8	25.0	49.4	34.3		6.02	13.3	1.07		0.505	0.685	0.866	0.976	0.744
handtune0011	[-]	38.3	36.3	25.0	50.3	34.3		6.42	13.7	1.08		0.492	0.676	0.863	0.974	0.736

	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
default	[-]	33.8	35.8	31.7	30.2	22.3		1.42	10.1	0.733		0.705	0.632	0.944	0.964	0.775
handtune0011	[-]	33.3	35.3	31.7	29.8	22.3		1.33	10.4	0.734		0.703	0.614	0.944	0.951	0.765

	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	[-]	35.2
default	[-]	41.1	40.7	35.1	44.1	40.8		3.01	13.4	1.19		0.610	0.598	0.837	0.980	0.725
handtune0011	[-]	39.6	39.3	35.1	42.0	40.8		1.76	13.1	1.18		0.624	0.601	0.838	0.985	0.730

	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
default	[-]	12.3	10.8	5.68	17.6			3.29	6.95	1.83		0.742	0.791	0.727	0.788	0.768
handtune0011	[-]	11.8	10.5	5.68	14.6			2.97	6.72	1.81		0.753	0.795	0.730	0.809	0.776

	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
default	[-]	14.8	15.6	13.4	13.0	15.1		2.16	11.1	0.261		0.599	0.339	0.982	0.903	0.632
handtune0011	[-]	13.9	14.6	13.4	12.4	15.1		1.37	10.3	0.320		0.636	0.385	0.978	0.928	0.663

	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
default	[-]	84.2	86.9	51.8	82.5	82.2		5.86	27.7	3.52		0.474	0.341	0.416	0.937	0.502
handtune0011	[-]	80.0	83.5	51.8	77.7	82.2		3.80	26.9	3.51		0.518	0.333	0.418	0.964	0.513

	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
default	[-]	55.1	54.4	51.0	53.9			3.99	11.7	0.364		0.619	0.650	0.956	0.969	0.769
handtune0011	[-]	54.6	53.6	51.0	54.9			5.01	12.7	0.371		0.567	0.633	0.955	0.935	0.745

	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
default	[-]	30.5	30.6	25.2	32.2	24.1		4.76	11.3	0.186		0.553	0.538	0.988	0.831	0.690
handtune0011	[-]	29.8	29.9	25.2	31.7	24.1		4.45	11.5	0.195		0.558	0.528	0.987	0.785	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	[-]	24.5
default	[-]	31.0	30.8	24.5	34.9	24.3		2.45	14.6	1.65		0.576	0.525	0.756	0.863	0.649
handtune0011	[-]	30.6	30.3	24.5	33.4	24.3		1.99	14.8	1.65		0.593	0.510	0.758	0.883	0.651

	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
default	[-]	92.8	93.1	87.1	94.6	72.1		4.52	12.1	1.60		0.703	0.755	0.768	0.805	0.757
handtune0011	[-]	85.3	85.4	87.1	89.5	72.1		-3.07	11.7	1.64		0.697	0.761	0.759	0.900	0.776

	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
default	[-]	64.9	65.5	63.7	63.6			0.582	18.2	1.25		0.521	0.615	0.849	0.787	0.678
handtune0011	[-]	65.5	66.0	63.7	63.4			0.510	18.2	1.15		0.533	0.609	0.858	0.809	0.683

	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
default	[-]	17.7	18.4	23.4	16.7	41.1		5.75	20.7	2.20		0.433	0.453	0.668	0.835	0.568
handtune0011	[-]	17.0	17.8	23.4	15.7	41.1		4.70	20.1	2.21		0.451	0.453	0.664	0.880	0.580

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