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
Control	[-]	68.2	68.5	66.6	65.1	33.2		1.77	13.7	2.17		0.572	0.736	0.664	0.986	0.739
Randomized	[-]	71.4	71.9	66.6	66.9	33.2		5.15	14.5	2.02		0.535	0.724	0.688	0.986	0.731

	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
Control	[-]	33.5	32.6	46.1	38.3	56.3		-13.6	22.0	1.10		0.399	0.500	0.856	0.969	0.645
Randomized	[-]	38.9	38.1	46.1	41.2	56.3		-8.14	18.4	1.14		0.499	0.539	0.844	0.977	0.680

	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
Control	[-]	42.7	41.0	48.4	59.9	51.1		-7.27	17.7	1.23		0.476	0.584	0.843	0.955	0.688
Randomized	[-]	44.1	42.4	48.4	60.6	51.1		-5.85	16.7	1.15		0.515	0.607	0.864	0.957	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	[-]	14.1
Control	[-]	7.32	7.91	14.1	3.14	9.46		-6.46	13.8	0.0833		0.335	0.236	0.989	0.613	0.482
Randomized	[-]	9.39	10.1	14.1	4.23	9.46		-4.33	13.1	0.0909		0.422	0.258	0.992	0.544	0.495

	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
Control	[-]	86.1	81.8	89.5	96.4	74.6		-5.41	19.3	2.18		0.489	0.803	0.670	0.427	0.638
Randomized	[-]	88.7	84.5	89.5	98.8	74.6		-2.63	19.1	2.20		0.498	0.789	0.657	0.420	0.631

	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
Control	[-]	17.6	17.5	24.4	17.1			-6.86	11.7	0.199		0.392	0.519	0.987	0.735	0.630
Randomized	[-]	18.3	18.2	24.4	17.4			-6.11	11.5	0.343		0.436	0.524	0.977	0.735	0.639

	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
Control	[-]	26.0	24.8	25.8	43.1	39.7		-0.821	12.5	0.661		0.629	0.542	0.937	0.960	0.722
Randomized	[-]	27.9	26.8	25.8	43.4	39.7		1.13	15.0	0.591		0.584	0.443	0.948	0.926	0.669

	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
Control	[-]	56.6	53.7	54.6	81.4	74.5		0.326	17.1	1.36		0.639	0.556	0.804	0.985	0.708
Randomized	[-]	58.0	55.2	54.6	82.3	74.5		1.74	17.8	1.35		0.631	0.535	0.810	0.987	0.700

	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
Control	[-]	3.40	3.90	13.7	0.0525	8.92		-9.91	15.7	0.284		0.0921	0.209	0.962	0.834	0.461
Randomized	[-]	4.05	4.60	13.7	0.170	8.92		-9.21	14.7	0.274		0.151	0.258	0.962	0.785	0.483

	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
Control	[-]	28.9	26.9	24.9	51.7	53.9		2.85	8.99	0.761		0.729	0.734	0.920	0.985	0.820
Randomized	[-]	30.1	28.0	24.9	53.2	53.9		4.00	9.74	0.696		0.688	0.721	0.926	0.987	0.808

	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
Control	[-]	27.4	27.1	31.7	29.8	23.6		-4.16	14.0	0.275		0.617	0.496	0.981	0.848	0.688
Randomized	[-]	27.5	27.1	31.7	29.9	23.6		-4.13	14.4	0.398		0.604	0.485	0.973	0.841	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	[-]	31.8
Control	[-]	29.2	28.3	31.8	38.6	35.8		-3.09	12.1	0.911		0.576	0.600	0.881	0.979	0.727
Randomized	[-]	30.9	30.1	31.8	39.6	35.8		-1.29	12.3	0.905		0.581	0.577	0.885	0.980	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	[-]	5.68
Control	[-]	6.72	6.34	5.67	17.2	13.0		0.862	5.48	1.71		0.824	0.814	0.742	0.908	0.820
Randomized	[-]	8.24	7.89	5.67	18.5	13.0		2.41	6.66	1.67		0.788	0.774	0.756	0.865	0.791

	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
Control	[-]	7.07	7.64	13.4	5.13	7.92		-5.93	12.0	0.382		0.362	0.426	0.960	0.832	0.601
Randomized	[-]	7.93	8.56	13.4	5.89	7.92		-5.04	12.2	0.364		0.405	0.400	0.960	0.819	0.597

	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
Control	[-]	51.7	49.1	51.9	63.0	40.5		-0.737	15.8	1.17		0.538	0.651	0.844	0.983	0.733
Randomized	[-]	53.8	51.1	51.9	65.4	40.5		1.37	16.6	1.24		0.518	0.626	0.832	0.984	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	[-]	51.0
Control	[-]	43.7	43.3	51.0	47.4	39.3		-7.16	14.9	0.494		0.532	0.514	0.965	0.993	0.704
Randomized	[-]	44.4	44.0	51.0	48.0	39.3		-6.38	15.8	0.450		0.562	0.454	0.969	0.993	0.686

	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
Control	[-]	20.9	20.7	25.2	22.5	28.2		-4.49	13.2	0.169		0.550	0.511	0.986	0.733	0.658
Randomized	[-]	21.4	21.2	25.2	22.7	28.2		-3.97	13.9	0.117		0.557	0.457	0.991	0.776	0.648

	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
Control	[-]	23.7	24.0	24.5	23.7	39.2		-0.309	12.3	0.839		0.676	0.559	0.905	0.959	0.731
Randomized	[-]	26.0	26.3	24.5	25.7	39.2		1.98	14.6	0.830		0.620	0.473	0.908	0.954	0.686

	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
Control	[-]	85.1	84.8	87.1	94.3	63.5		-1.99	14.0	2.09		0.674	0.751	0.678	0.477	0.666
Randomized	[-]	88.5	88.2	87.1	97.0	63.5		1.39	14.1	2.08		0.674	0.736	0.685	0.509	0.668

	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
Control	[-]	55.3	54.6	63.7	64.2			-8.81	17.5	0.743		0.511	0.638	0.930	0.895	0.722
Randomized	[-]	61.0	60.5	63.7	66.4			-2.93	15.0	0.870		0.607	0.663	0.913	0.873	0.744

	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
Control	[-]	23.5	23.8	23.4	19.3	17.5		-0.0672	16.3	1.20		0.498	0.539	0.844	0.923	0.669
Randomized	[-]	25.4	25.6	23.4	20.1	17.5		1.61	15.9	1.09		0.489	0.574	0.860	0.926	0.685

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