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	[-]	66.3
Fullgrid	[-]	77.2	77.1	66.6	71.0	4.08		10.0	18.1	2.15		0.499	0.608	0.650	0.988	0.671
Sparsegrid	[-]	72.7	72.2	66.3	69.4	4.50		5.81	19.4	2.63		0.599	0.521	0.552	0.981	0.635

	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	[-]	45.7
Fullgrid	[-]	46.3	46.9	46.1	44.6			0.780	18.8	0.896		0.497	0.483	0.894	0.955	0.663
Sparsegrid	[-]	44.6	44.7	45.7	47.3			-1.07	26.0	1.59		0.459	0.367	0.744	0.932	0.574

	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	[-]	48.2
Fullgrid	[-]	48.1	47.1	48.4	60.1	42.1		-1.19	15.2	0.954		0.576	0.654	0.886	0.967	0.747
Sparsegrid	[-]	47.6	46.3	48.2	53.4	41.6		-1.81	18.2	1.51		0.526	0.573	0.793	0.969	0.687

	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	[-]	13.9
Fullgrid	[-]	14.9	15.1	14.1	13.9	10.9		0.881	5.97	0.368		0.699	0.630	0.976	0.985	0.784
Sparsegrid	[-]	15.2	15.4	13.9	15.0	10.9		1.56	7.00	0.319		0.589	0.590	0.979	0.836	0.717

	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	[-]	89.6
Fullgrid	[-]	114.	114.	89.3	114.	85.1		25.3	27.2	2.10		0.222	0.777	0.674	0.956	0.681
Sparsegrid	[-]	113.	117.	89.6	113.	84.6		26.9	29.8	2.41		0.225	0.725	0.624	0.838	0.627

	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	[-]	24.2
Fullgrid	[-]	24.3	24.4	24.4	23.4	37.0		0.0493	6.67	0.667		0.765	0.659	0.954	0.948	0.797
Sparsegrid	[-]	24.0	24.1	24.2	25.2	36.5		-0.121	7.31	0.517		0.714	0.641	0.965	0.913	0.775

	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	[-]	25.5
Fullgrid	[-]	28.7	27.8	25.8	45.8	35.7		2.50	9.75	0.670		0.704	0.640	0.939	0.988	0.782
Sparsegrid	[-]	30.4	28.5	25.5	46.4	35.5		3.10	11.3	0.687		0.644	0.594	0.934	0.976	0.749

	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	[-]	53.8
Fullgrid	[-]	62.3	58.9	54.7	79.8	41.1		6.46	16.4	1.15		0.600	0.596	0.860	0.980	0.727
Sparsegrid	[-]	66.4	58.5	53.8	88.8	41.0		4.69	21.5	1.85		0.519	0.527	0.725	0.971	0.654

	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
Fullgrid	[-]	15.6	16.1	13.7	13.9	7.14		2.17	6.45	0.349		0.686	0.615	0.977	0.926	0.764
Sparsegrid	[-]	14.4	15.3	13.7	12.6	7.03		1.54	6.31	0.397		0.703	0.622	0.974	0.906	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	[-]	25.5
Fullgrid	[-]	33.2	31.1	25.0	50.8	34.3		7.49	11.8	0.672		0.554	0.697	0.928	0.960	0.767
Sparsegrid	[-]	36.4	32.4	25.5	51.8	34.4		6.88	15.1	1.19		0.489	0.616	0.833	0.967	0.704

	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	[-]	31.2
Fullgrid	[-]	34.8	35.7	31.7	33.0	22.3		3.74	9.90	0.352		0.704	0.637	0.976	0.984	0.788
Sparsegrid	[-]	33.3	34.1	31.2	32.3	22.0		2.97	10.8	0.326		0.667	0.616	0.973	0.958	0.766

	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
Fullgrid	[-]	35.5	34.5	31.8	44.8	36.4		3.35	10.5	0.886		0.637	0.670	0.898	0.975	0.770
Sparsegrid	[-]	40.7	38.4	35.0	49.5	1.61		3.41	14.0	1.32		0.595	0.606	0.816	0.976	0.720

	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	[-]	5.57
Fullgrid	[-]	10.2	9.27	5.68	19.3			3.94	6.95	1.34		0.742	0.784	0.805	0.824	0.788
Sparsegrid	[-]	9.85	8.99	5.57	14.7			3.50	7.57	1.93		0.736	0.761	0.698	0.786	0.749

	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	[-]	13.3
Fullgrid	[-]	17.2	17.6	13.4	15.5	15.1		3.98	8.20	0.445		0.532	0.567	0.971	0.882	0.704
Sparsegrid	[-]	15.8	16.6	13.3	14.0	15.0		3.34	8.19	0.437		0.557	0.562	0.971	0.896	0.710

	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	[-]	51.6
Fullgrid	[-]	60.9	56.4	51.8	74.0	82.2		8.72	17.8	1.11		0.479	0.668	0.866	0.902	0.717
Sparsegrid	[-]	65.2	59.4	51.6	71.8	81.9		7.96	30.6	3.62		0.455	0.293	0.402	0.918	0.472

	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	[-]	50.8
Fullgrid	[-]	51.5	51.0	51.0	52.4			0.379	8.91	0.728		0.755	0.686	0.952	0.940	0.804
Sparsegrid	[-]	51.1	49.6	50.8	56.1			-1.20	10.9	1.00		0.729	0.643	0.913	0.983	0.782

	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
Fullgrid	[-]	30.5	30.0	25.2	33.0	24.1		4.85	8.54	0.466		0.611	0.676	0.968	0.995	0.785
Sparsegrid	[-]	31.2	30.5	25.0	33.3	24.9		5.48	9.88	0.507		0.552	0.640	0.966	0.918	0.743

	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	[-]	24.1
Fullgrid	[-]	25.6	25.4	24.5	28.5	24.3		1.11	9.34	0.666		0.706	0.675	0.938	0.980	0.795
Sparsegrid	[-]	27.3	27.2	24.1	35.8	25.7		3.08	15.0	1.77		0.596	0.510	0.744	0.875	0.647

	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
Fullgrid	[-]	96.6	96.5	87.1	93.0	72.1		9.24	15.0	1.33		0.574	0.776	0.815	0.703	0.729
Sparsegrid	[-]	94.9	95.0	87.1	89.9	71.7		7.89	18.3	2.16		0.538	0.703	0.664	0.578	0.637

	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	[-]	63.8
Fullgrid	[-]	66.3	66.0	63.7	65.8			2.30	12.5	0.945		0.632	0.729	0.897	0.917	0.781
Sparsegrid	[-]	65.0	64.5	63.8	66.0			0.787	18.0	1.22		0.521	0.642	0.838	0.767	0.682

	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	[-]	23.5
Fullgrid	[-]	29.0	29.1	23.4	25.5	41.1		5.56	14.4	0.689		0.496	0.647	0.928	0.851	0.714
Sparsegrid	[-]	31.0	31.3	23.5	24.2	41.3		7.90	22.1	1.97		0.415	0.450	0.709	0.819	0.568

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