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) [watt/m2]	Model Period Mean (intersection) [watt/m2]	Benchmark Period Mean (intersection) [watt/m2]	Model Period Mean (complement) [watt/m2]	Benchmark Period Mean (complement) [watt/m2]		Bias [watt/m2]	RMSE [watt/m2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	46.4
DeadVeg_1901-1920	[-]	41.4	41.0	46.4	44.9	59.2		-5.19	20.1	2.45		0.335	0.534	0.627	0.598	0.525
DeadVeg_1940-1949	[-]	41.0	40.6	46.4	44.9	59.2		-5.56	19.8	2.48		0.342	0.534	0.622	0.617	0.530

	Download Data	Period Mean (original grids) [watt/m2]	Model Period Mean (intersection) [watt/m2]	Benchmark Period Mean (intersection) [watt/m2]	Model Period Mean (complement) [watt/m2]	Benchmark Period Mean (complement) [watt/m2]		Bias [watt/m2]	RMSE [watt/m2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	55.0
DeadVeg_1901-1920	[-]	51.8	51.8	55.0	65.4	54.0		-3.24	25.9	2.24		0.506	0.171	0.675	0.669	0.438
DeadVeg_1940-1949	[-]	51.8	51.8	55.0	65.4	54.0		-3.24	25.9	2.24		0.507	0.168	0.675	0.669	0.437

	Download Data	Period Mean (original grids) [watt/m2]	Model Period Mean (intersection) [watt/m2]	Benchmark Period Mean (intersection) [watt/m2]	Model Period Mean (complement) [watt/m2]	Benchmark Period Mean (complement) [watt/m2]		Bias [watt/m2]	RMSE [watt/m2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	59.9
DeadVeg_1901-1920	[-]	55.8	55.8	59.9	56.3	63.2		-3.82	21.7	1.95		0.455	0.347	0.719	0.733	0.520
DeadVeg_1940-1949	[-]	55.7	55.8	59.9	56.2	63.2		-3.87	21.7	1.96		0.454	0.347	0.717	0.735	0.520

	Download Data	Period Mean (original grids) [watt/m2]	Model Period Mean (intersection) [watt/m2]	Benchmark Period Mean (intersection) [watt/m2]	Model Period Mean (complement) [watt/m2]	Benchmark Period Mean (complement) [watt/m2]		Bias [watt/m2]	RMSE [watt/m2]	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	[-]	9.22	9.48	23.9	4.86	19.5		-14.6	20.3	0.259		0.157	0.440	0.982	0.883	0.581
DeadVeg_1940-1949	[-]	9.21	9.47	23.9	4.85	19.5		-14.6	20.3	0.248		0.155	0.443	0.983	0.888	0.583

	Download Data	Period Mean (original grids) [watt/m2]	Model Period Mean (intersection) [watt/m2]	Benchmark Period Mean (intersection) [watt/m2]	Model Period Mean (complement) [watt/m2]	Benchmark Period Mean (complement) [watt/m2]		Bias [watt/m2]	RMSE [watt/m2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	35.4
DeadVeg_1901-1920	[-]	35.8	35.1	35.2	37.9	39.7		0.668	11.9	1.94		0.588	0.721	0.696	0.618	0.669
DeadVeg_1940-1949	[-]	35.8	35.1	35.2	38.0	39.7		0.675	11.9	1.94		0.588	0.721	0.696	0.618	0.669

	Download Data	Period Mean (original grids) [watt/m2]	Model Period Mean (intersection) [watt/m2]	Benchmark Period Mean (intersection) [watt/m2]	Model Period Mean (complement) [watt/m2]	Benchmark Period Mean (complement) [watt/m2]		Bias [watt/m2]	RMSE [watt/m2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	28.6
DeadVeg_1901-1920	[-]	17.8	17.8	28.6	15.1	34.4		-10.8	15.5	0.625		0.368	0.555	0.946	0.933	0.671
DeadVeg_1940-1949	[-]	17.7	17.7	28.6	15.1	34.4		-10.8	15.5	0.616		0.365	0.556	0.947	0.933	0.672

	Download Data	Period Mean (original grids) [watt/m2]	Model Period Mean (intersection) [watt/m2]	Benchmark Period Mean (intersection) [watt/m2]	Model Period Mean (complement) [watt/m2]	Benchmark Period Mean (complement) [watt/m2]		Bias [watt/m2]	RMSE [watt/m2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	34.1
DeadVeg_1901-1920	[-]	33.0	32.5	34.1	35.6	29.8		-1.67	12.7	0.829		0.507	0.617	0.915	0.904	0.712
DeadVeg_1940-1949	[-]	33.0	32.5	34.1	35.6	29.8		-1.66	12.7	0.830		0.506	0.617	0.914	0.904	0.712

	Download Data	Period Mean (original grids) [watt/m2]	Model Period Mean (intersection) [watt/m2]	Benchmark Period Mean (intersection) [watt/m2]	Model Period Mean (complement) [watt/m2]	Benchmark Period Mean (complement) [watt/m2]		Bias [watt/m2]	RMSE [watt/m2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	43.5
DeadVeg_1901-1920	[-]	40.3	39.8	43.5	44.4	41.8		-3.82	14.8	1.00		0.554	0.570	0.906	0.779	0.676
DeadVeg_1940-1949	[-]	40.3	39.9	43.5	44.4	41.8		-3.76	14.9	0.999		0.554	0.568	0.906	0.775	0.675

	Download Data	Period Mean (original grids) [watt/m2]	Model Period Mean (intersection) [watt/m2]	Benchmark Period Mean (intersection) [watt/m2]	Model Period Mean (complement) [watt/m2]	Benchmark Period Mean (complement) [watt/m2]		Bias [watt/m2]	RMSE [watt/m2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	19.7
DeadVeg_1901-1920	[-]	1.77	2.29	19.7	-3.35	16.8		-17.5	23.0	0.488		0.0968	0.397	0.964	0.556	0.482
DeadVeg_1940-1949	[-]	1.77	2.29	19.7	-3.36	16.8		-17.5	23.0	0.470		0.0954	0.399	0.966	0.562	0.484

	Download Data	Period Mean (original grids) [watt/m2]	Model Period Mean (intersection) [watt/m2]	Benchmark Period Mean (intersection) [watt/m2]	Model Period Mean (complement) [watt/m2]	Benchmark Period Mean (complement) [watt/m2]		Bias [watt/m2]	RMSE [watt/m2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	62.4
DeadVeg_1901-1920	[-]	63.2	63.6	62.5	54.5	53.8		0.343	9.83	0.727		0.665	0.669	0.931	0.985	0.784
DeadVeg_1940-1949	[-]	63.0	63.4	62.5	54.4	53.8		0.217	9.88	0.731		0.661	0.668	0.931	0.984	0.782

	Download Data	Period Mean (original grids) [watt/m2]	Model Period Mean (intersection) [watt/m2]	Benchmark Period Mean (intersection) [watt/m2]	Model Period Mean (complement) [watt/m2]	Benchmark Period Mean (complement) [watt/m2]		Bias [watt/m2]	RMSE [watt/m2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	24.1
DeadVeg_1901-1920	[-]	25.0	25.1	24.1	23.8	27.5		1.07	11.0	0.577		0.482	0.637	0.935	0.968	0.732
DeadVeg_1940-1949	[-]	25.0	25.1	24.1	23.9	27.5		1.08	11.0	0.562		0.482	0.638	0.937	0.968	0.733

	Download Data	Period Mean (original grids) [watt/m2]	Model Period Mean (intersection) [watt/m2]	Benchmark Period Mean (intersection) [watt/m2]	Model Period Mean (complement) [watt/m2]	Benchmark Period Mean (complement) [watt/m2]		Bias [watt/m2]	RMSE [watt/m2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	40.6
DeadVeg_1901-1920	[-]	26.8	35.3	40.6	-1.18	41.2		-5.30	16.2	1.11		0.441	0.544	0.864	0.912	0.661
DeadVeg_1940-1949	[-]	26.7	35.3	40.6	-1.19	41.2		-5.33	16.2	1.11		0.440	0.544	0.864	0.913	0.661

	Download Data	Period Mean (original grids) [watt/m2]	Model Period Mean (intersection) [watt/m2]	Benchmark Period Mean (intersection) [watt/m2]	Model Period Mean (complement) [watt/m2]	Benchmark Period Mean (complement) [watt/m2]		Bias [watt/m2]	RMSE [watt/m2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	50.8
DeadVeg_1901-1920	[-]	41.9	43.9	50.8	41.1	50.8		-6.35	17.7	0.844		0.304	0.557	0.910	0.941	0.654
DeadVeg_1940-1949	[-]	41.9	43.9	50.8	41.1	50.8		-6.34	17.7	0.846		0.303	0.557	0.910	0.940	0.653

	Download Data	Period Mean (original grids) [watt/m2]	Model Period Mean (intersection) [watt/m2]	Benchmark Period Mean (intersection) [watt/m2]	Model Period Mean (complement) [watt/m2]	Benchmark Period Mean (complement) [watt/m2]		Bias [watt/m2]	RMSE [watt/m2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	22.7
DeadVeg_1901-1920	[-]	6.59	7.87	22.7	-1.01	19.0		-15.2	21.6	0.531		0.198	0.411	0.957	0.874	0.570
DeadVeg_1940-1949	[-]	6.57	7.85	22.7	-1.04	19.0		-15.2	21.6	0.521		0.198	0.412	0.958	0.873	0.571

	Download Data	Period Mean (original grids) [watt/m2]	Model Period Mean (intersection) [watt/m2]	Benchmark Period Mean (intersection) [watt/m2]	Model Period Mean (complement) [watt/m2]	Benchmark Period Mean (complement) [watt/m2]		Bias [watt/m2]	RMSE [watt/m2]	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	[-]	48.1	47.6	53.8	52.5	47.7		-5.78	17.8	0.919		0.399	0.541	0.911	0.937	0.666
DeadVeg_1940-1949	[-]	48.1	47.5	53.8	52.4	47.7		-5.88	17.9	0.920		0.396	0.541	0.911	0.934	0.665

	Download Data	Period Mean (original grids) [watt/m2]	Model Period Mean (intersection) [watt/m2]	Benchmark Period Mean (intersection) [watt/m2]	Model Period Mean (complement) [watt/m2]	Benchmark Period Mean (complement) [watt/m2]		Bias [watt/m2]	RMSE [watt/m2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	29.3
DeadVeg_1901-1920	[-]	32.4	32.7	29.3	28.1	39.0		3.53	10.5	0.881		0.635	0.617	0.904	0.910	0.736
DeadVeg_1940-1949	[-]	32.4	32.6	29.3	28.1	39.0		3.52	10.5	0.875		0.635	0.617	0.905	0.910	0.737

	Download Data	Period Mean (original grids) [watt/m2]	Model Period Mean (intersection) [watt/m2]	Benchmark Period Mean (intersection) [watt/m2]	Model Period Mean (complement) [watt/m2]	Benchmark Period Mean (complement) [watt/m2]		Bias [watt/m2]	RMSE [watt/m2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	32.0
DeadVeg_1901-1920	[-]	24.5	24.7	32.1	20.9	30.9		-7.42	13.1	0.799		0.483	0.585	0.932	0.902	0.697
DeadVeg_1940-1949	[-]	24.5	24.7	32.1	20.8	30.9		-7.48	13.1	0.798		0.480	0.584	0.932	0.900	0.696

	Download Data	Period Mean (original grids) [watt/m2]	Model Period Mean (intersection) [watt/m2]	Benchmark Period Mean (intersection) [watt/m2]	Model Period Mean (complement) [watt/m2]	Benchmark Period Mean (complement) [watt/m2]		Bias [watt/m2]	RMSE [watt/m2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	46.3
DeadVeg_1901-1920	[-]	38.8	38.8	46.3	47.2	46.5		-7.33	12.1	0.770		0.460	0.645	0.923	0.953	0.725
DeadVeg_1940-1949	[-]	38.8	38.8	46.3	47.3	46.5		-7.40	12.1	0.778		0.456	0.644	0.922	0.952	0.724

	Download Data	Period Mean (original grids) [watt/m2]	Model Period Mean (intersection) [watt/m2]	Benchmark Period Mean (intersection) [watt/m2]	Model Period Mean (complement) [watt/m2]	Benchmark Period Mean (complement) [watt/m2]		Bias [watt/m2]	RMSE [watt/m2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	35.9
DeadVeg_1901-1920	[-]	25.9	25.6	35.9	42.1	47.1		-10.2	15.6	1.28		0.356	0.726	0.830	0.647	0.657
DeadVeg_1940-1949	[-]	25.9	25.6	35.9	42.1	47.1		-10.2	15.6	1.28		0.356	0.727	0.830	0.647	0.657

	Download Data	Period Mean (original grids) [watt/m2]	Model Period Mean (intersection) [watt/m2]	Benchmark Period Mean (intersection) [watt/m2]	Model Period Mean (complement) [watt/m2]	Benchmark Period Mean (complement) [watt/m2]		Bias [watt/m2]	RMSE [watt/m2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	44.8
DeadVeg_1901-1920	[-]	42.7	42.7	44.8	39.0	34.2		-2.15	15.4	1.99		0.538	0.545	0.720	0.951	0.660
DeadVeg_1940-1949	[-]	42.7	42.8	44.8	39.0	34.2		-2.12	15.4	1.99		0.538	0.545	0.720	0.950	0.660

	Download Data	Period Mean (original grids) [watt/m2]	Model Period Mean (intersection) [watt/m2]	Benchmark Period Mean (intersection) [watt/m2]	Model Period Mean (complement) [watt/m2]	Benchmark Period Mean (complement) [watt/m2]		Bias [watt/m2]	RMSE [watt/m2]	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	[-]	53.8	52.2	55.8	65.5	35.8		-3.69	18.2	0.796		0.360	0.590	0.933	0.968	0.688
DeadVeg_1940-1949	[-]	53.8	52.2	55.8	65.5	35.8		-3.71	18.3	0.798		0.360	0.588	0.933	0.968	0.687

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:

FLUXCOM (RS+METEO) Global Land Energy Fluxes using GSWP3 climate data

  Version:

1

  Institutions:

Department Biogeochemical Integration, Max Planck Institute for Biogeochemistry, Germany

  Source:

Data generated by machine learning to merge energy flux measurements from FLUXNET eddy covariance towers with MODIS remote sensing and GSWP3v1 meteorological data (RS+METEO)

  History:

2019-05-07: downloaded source from doi:10.17871/FLUXCOM_EnergyFluxes_v1

2019-06-28: converted to netCDF with https://github.com/mmu2019/Datasets/blob/master/read-sh-fluxcom.py

  References:

Jung, M., S. Koirala, U. Weber, K. Ichii, F. Gans, G. Camps-Valls, D. Papale, C. Schwalm, G. Tramontana, M. Reichstein (2019), The FLUXCOM ensemble of global land-atmosphere energy fluxes, Scientific Data, submitted, 1-12, https://arxiv.org/abs/1812.04951

Tramontana, G., M. Jung, C.R. Schwalm, K. Ichii, G. Camps-Valls, B. Raduly, M. Reichstein, M.A. Arain, A. Cescatti, G. Kiely, L. Merbold, P. Serrano-Ortiz, S. Sickert, S. Wolf, and D. Papale (2016), Predicting carbon dioxide and energy fluxes across global FLUXNET sites with regression algorithms, Biogeosciences, 13, 4291-4313, doi:10.5194/bg-13-4291-2016

  Comments:

time_period: 1980-01 through 2014-12

original_temporal_resolution: monthly

original_spatial_resolution: 0.5 degree

original_units: MJ/m2/day

final_temporal_resolution: monthly

final_spatial_resolution: 0.5 degree

final_units: watt/m2

  Convention:

CF-1.7