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	[-]	48.0
DeadVeg_1901-1920	[-]	39.8	39.3	48.0	46.4	45.5		-8.16	20.0	2.67		0.381	0.496	0.586	0.820	0.556
DeadVeg_1940-1949	[-]	39.4	39.0	48.0	46.3	45.5		-8.47	19.8	2.65		0.392	0.499	0.589	0.835	0.563

	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	[-]	55.5
DeadVeg_1901-1920	[-]	51.1	51.3	55.5	60.3	73.6		-4.35	23.6	1.62		0.451	0.244	0.779	0.761	0.496
DeadVeg_1940-1949	[-]	51.0	51.2	55.5	60.3	73.6		-4.36	23.6	1.62		0.452	0.242	0.778	0.760	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	[-]	55.7
DeadVeg_1901-1920	[-]	55.9	55.9	55.6	55.4	71.8		0.678	19.7	1.73		0.445	0.427	0.751	0.677	0.545
DeadVeg_1940-1949	[-]	55.8	55.9	55.6	55.4	71.8		0.598	19.7	1.73		0.447	0.427	0.751	0.680	0.546

	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	[-]	18.8
DeadVeg_1901-1920	[-]	8.88	9.11	18.8	5.80	21.5		-9.81	13.4	0.314		0.427	0.659	0.979	0.935	0.732
DeadVeg_1940-1949	[-]	8.89	9.12	18.8	5.78	21.5		-9.80	13.3	0.301		0.427	0.661	0.980	0.938	0.733

	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	[-]	33.4
DeadVeg_1901-1920	[-]	34.4	33.2	32.6	37.5	54.8		1.46	12.4	2.24		0.605	0.706	0.651	0.966	0.727
DeadVeg_1940-1949	[-]	34.4	33.2	32.6	37.5	54.8		1.46	12.4	2.24		0.605	0.706	0.651	0.966	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	[-]	22.2
DeadVeg_1901-1920	[-]	18.5	18.5	22.2	17.4	31.7		-3.69	11.1	0.563		0.650	0.616	0.950	0.856	0.738
DeadVeg_1940-1949	[-]	18.5	18.5	22.2	17.3	31.7		-3.73	11.0	0.568		0.651	0.618	0.949	0.857	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	[-]	33.2
DeadVeg_1901-1920	[-]	33.2	33.3	33.2	27.8	39.3		0.120	11.4	0.925		0.578	0.595	0.898	0.952	0.724
DeadVeg_1940-1949	[-]	33.2	33.3	33.2	27.8	39.3		0.130	11.4	0.928		0.577	0.595	0.898	0.953	0.723

	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	[-]	43.4
DeadVeg_1901-1920	[-]	37.6	37.4	43.4	38.2	46.9		-6.07	16.3	0.891		0.539	0.494	0.911	0.908	0.669
DeadVeg_1940-1949	[-]	37.6	37.5	43.4	38.2	46.9		-6.03	16.4	0.893		0.537	0.493	0.910	0.905	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	[-]	14.4
DeadVeg_1901-1920	[-]	2.69	3.18	14.4	-1.23	17.0		-11.4	13.9	0.445		0.341	0.697	0.969	0.329	0.607
DeadVeg_1940-1949	[-]	2.69	3.18	14.4	-1.26	17.0		-11.4	13.9	0.433		0.339	0.699	0.970	0.335	0.609

	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	[-]	58.2
DeadVeg_1901-1920	[-]	65.1	65.7	58.2	56.0	57.0		6.73	13.2	0.567		0.466	0.662	0.954	0.894	0.728
DeadVeg_1940-1949	[-]	64.9	65.5	58.2	56.0	57.0		6.58	13.1	0.573		0.475	0.658	0.954	0.893	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	[-]	23.9
DeadVeg_1901-1920	[-]	26.9	27.1	23.8	25.4	32.6		3.41	12.5	0.684		0.506	0.536	0.924	0.968	0.694
DeadVeg_1940-1949	[-]	26.9	27.1	23.8	25.5	32.6		3.42	12.5	0.671		0.506	0.537	0.927	0.967	0.695

	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	[-]	39.1
DeadVeg_1901-1920	[-]	26.9	36.2	39.0	-23.7	51.2		-2.75	14.3	1.05		0.497	0.581	0.871	0.918	0.689
DeadVeg_1940-1949	[-]	26.9	36.2	39.0	-23.7	51.2		-2.78	14.3	1.05		0.498	0.580	0.871	0.919	0.690

	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	[-]	49.8
DeadVeg_1901-1920	[-]	42.3	42.0	49.8	52.7	73.8		-7.15	13.0	1.11		0.406	0.667	0.860	0.913	0.702
DeadVeg_1940-1949	[-]	42.3	42.0	49.8	52.7	73.8		-7.16	13.0	1.11		0.406	0.666	0.860	0.913	0.702

	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	[-]	19.1
DeadVeg_1901-1920	[-]	7.66	8.52	19.1	2.18	20.7		-11.1	15.6	0.407		0.358	0.591	0.969	0.474	0.596
DeadVeg_1940-1949	[-]	7.65	8.51	19.1	2.12	20.7		-11.1	15.6	0.398		0.357	0.592	0.970	0.474	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	[-]	53.7
DeadVeg_1901-1920	[-]	48.8	48.2	53.6	52.3	62.3		-4.35	15.8	0.914		0.517	0.553	0.895	0.978	0.699
DeadVeg_1940-1949	[-]	48.7	48.1	53.6	52.2	62.3		-4.41	15.9	0.916		0.519	0.552	0.895	0.977	0.699

	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	[-]	29.7
DeadVeg_1901-1920	[-]	32.7	33.0	29.6	28.8	55.3		3.53	10.5	0.892		0.607	0.645	0.893	0.936	0.745
DeadVeg_1940-1949	[-]	32.7	33.0	29.6	28.8	55.3		3.52	10.5	0.893		0.607	0.645	0.893	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	[-]	26.5
DeadVeg_1901-1920	[-]	26.6	26.8	26.4	22.4	32.2		0.0756	11.5	0.634		0.644	0.572	0.948	0.575	0.662
DeadVeg_1940-1949	[-]	26.5	26.8	26.4	22.3	32.2		0.0205	11.5	0.632		0.644	0.573	0.948	0.573	0.662

	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	[-]	41.6
DeadVeg_1901-1920	[-]	39.3	39.3	41.6	48.1	49.2		-2.34	10.7	0.789		0.596	0.601	0.911	0.990	0.740
DeadVeg_1940-1949	[-]	39.2	39.2	41.6	48.1	49.2		-2.44	10.7	0.794		0.594	0.601	0.910	0.990	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	[-]	32.2
DeadVeg_1901-1920	[-]	25.2	24.8	32.2	41.9	51.9		-7.17	14.0	1.22		0.464	0.701	0.841	0.673	0.676
DeadVeg_1940-1949	[-]	25.2	24.8	32.2	41.9	51.9		-7.17	14.0	1.23		0.464	0.701	0.840	0.673	0.676

	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	[-]	43.0
DeadVeg_1901-1920	[-]	44.1	44.1	43.0	41.5	40.0		1.26	14.1	1.65		0.556	0.592	0.783	0.918	0.688
DeadVeg_1940-1949	[-]	44.1	44.2	43.0	41.5	40.0		1.28	14.1	1.64		0.556	0.592	0.785	0.917	0.689

	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	[-]	51.7
DeadVeg_1901-1920	[-]	56.7	55.8	51.6	67.6	56.7		4.38	16.5	0.760		0.329	0.563	0.937	0.881	0.655
DeadVeg_1940-1949	[-]	56.7	55.8	51.6	67.6	56.7		4.39	16.5	0.773		0.332	0.562	0.936	0.881	0.655

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:

Water, Energy, and Carbon with Artificial Neural Networks (WECANN)

  Version:

1

  Institutions:

Columbia University

  Source:

Solar Induced Fluorescence (SIF), Air Temperature, Precipitation, Net Radiation, Soil Moisture, and Snow Water Equivalent

  History:

2024-01-09: downloaded https://avdc.gsfc.nasa.gov/pub/data/project/WECANN/WECANN_v1.0.nc

2024-01-09: converted to ILAMB-ready netCDF

  References:

Alemohammad, S. H. and Fang, B. and Konings, A. G. and Aires, F. and Green, J. K. and Kolassa, J. and Miralles, D. and Prigent, C. and Gentine, P. (2017), Biogeosciences, 18, 4101--4124, doi:10.5194/bg-14-4101-2017

  Comments:

time_period: 2007-01 through 2015-11

temporal_resolution: monthly

spatial_resolution: 1.0 degree

units: W/m^2

  Convention:

CF-1.8