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	[-]	80.0
Dew	[-]	73.8	74.5	80.0	67.1	38.6		-6.09	15.0	1.49		0.597	0.687	0.769	0.958	0.740
DewRH1	[-]	73.8	74.5	80.0	67.1	38.6		-6.09	15.0	1.49		0.597	0.687	0.769	0.958	0.740

	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	[-]	59.1
Dew	[-]	55.9	55.7	59.1	31.8	81.1		-3.50	15.0	0.931		0.604	0.595	0.857	0.954	0.721
DewRH1	[-]	55.9	55.7	59.1	31.8	81.1		-3.50	15.0	0.931		0.604	0.595	0.857	0.954	0.721

	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	[-]	58.6
Dew	[-]	54.0	53.7	58.6	60.2	55.9		-4.73	13.0	0.896		0.597	0.707	0.895	0.946	0.770
DewRH1	[-]	54.0	53.7	58.6	60.2	55.9		-4.73	13.0	0.896		0.597	0.707	0.895	0.946	0.770

	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	[-]	19.1
Dew	[-]	12.9	12.9	19.1	12.5	19.5		-6.12	12.4	0.552		0.270	0.268	0.963	0.989	0.552
DewRH1	[-]	12.9	12.9	19.1	12.5	19.5		-6.12	12.4	0.552		0.270	0.268	0.963	0.989	0.552

	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	[-]	108.
Dew	[-]	110.	110.	108.	110.	117.		1.81	15.8	1.95		0.561	0.770	0.703	0.975	0.756
DewRH1	[-]	110.	110.	108.	110.	117.		1.81	15.8	1.95		0.561	0.770	0.703	0.975	0.756

	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
Dew	[-]	23.4	23.3	29.3	25.0	31.1		-5.95	11.6	0.498		0.467	0.437	0.963	0.992	0.659
DewRH1	[-]	23.4	23.3	29.3	25.0	31.1		-5.95	11.6	0.498		0.467	0.437	0.963	0.992	0.659

	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
Dew	[-]	27.6	28.9	35.9	18.2	66.5		-6.52	11.1	0.369		0.522	0.675	0.969	0.988	0.766
DewRH1	[-]	27.6	28.9	35.9	18.2	66.5		-6.52	11.1	0.369		0.522	0.675	0.969	0.988	0.766

	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	[-]	66.8
Dew	[-]	60.0	60.8	66.7	52.2	105.		-4.12	15.4	1.06		0.597	0.634	0.860	0.981	0.741
DewRH1	[-]	60.0	60.8	66.7	52.2	105.		-4.12	15.4	1.06		0.597	0.634	0.860	0.981	0.741

	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	[-]	18.3
Dew	[-]	14.7	14.9	18.3	11.4	17.7		-3.37	10.5	0.398		0.534	0.348	0.974	0.980	0.637
DewRH1	[-]	14.7	14.9	18.3	11.4	17.7		-3.37	10.5	0.398		0.534	0.348	0.974	0.980	0.637

	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	[-]	34.9
Dew	[-]	33.8	32.9	34.8	53.0	61.5		-0.487	8.87	0.533		0.671	0.761	0.942	0.944	0.816
DewRH1	[-]	33.8	32.9	34.8	53.0	61.5		-0.487	8.87	0.533		0.671	0.761	0.942	0.944	0.816

	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	[-]	40.3
Dew	[-]	36.1	36.0	40.3	38.2	46.8		-4.09	8.56	0.300		0.670	0.716	0.980	0.996	0.816
DewRH1	[-]	36.1	36.0	40.3	38.2	46.8		-4.09	8.56	0.300		0.670	0.716	0.980	0.996	0.816

	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	[-]	48.9
Dew	[-]	35.5	43.2	48.9	9.60	68.1		-5.17	12.6	0.747		0.544	0.635	0.913	0.988	0.743
DewRH1	[-]	35.5	43.2	48.9	9.60	68.1		-5.17	12.6	0.747		0.544	0.635	0.913	0.988	0.743

	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	[-]	29.1
Dew	[-]	9.33	18.9	29.1	5.16	30.4		-9.97	13.9	1.03		0.420	0.697	0.864	0.943	0.724
DewRH1	[-]	9.33	18.9	29.1	5.16	30.4		-9.97	13.9	1.03		0.420	0.697	0.864	0.943	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	[-]	18.6
Dew	[-]	16.2	17.0	18.6	10.8	17.1		-1.73	10.8	0.352		0.507	0.382	0.976	0.976	0.645
DewRH1	[-]	16.2	17.0	18.6	10.8	17.1		-1.73	10.8	0.352		0.507	0.382	0.976	0.976	0.645

	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	[-]	67.9
Dew	[-]	61.8	60.7	67.8	74.0	101.		-4.90	15.9	0.970		0.479	0.672	0.890	0.956	0.734
DewRH1	[-]	61.8	60.7	67.8	74.0	101.		-4.90	15.9	0.970		0.479	0.672	0.890	0.956	0.734

	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	[-]	58.7
Dew	[-]	51.8	51.8	58.7	53.0	64.8		-6.55	10.8	0.599		0.551	0.708	0.960	0.950	0.775
DewRH1	[-]	51.8	51.8	58.7	53.0	64.8		-6.55	10.8	0.599		0.551	0.708	0.960	0.950	0.775

	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	[-]	32.8
Dew	[-]	30.3	29.9	32.8	39.9	40.8		-2.69	9.70	0.610		0.714	0.571	0.953	0.986	0.759
DewRH1	[-]	30.3	29.9	32.8	39.9	40.8		-2.69	9.70	0.610		0.714	0.571	0.953	0.986	0.759

	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	[-]	33.7
Dew	[-]	26.9	27.2	33.7	42.1	56.9		-6.41	9.70	0.556		0.573	0.736	0.946	0.987	0.796
DewRH1	[-]	26.9	27.2	33.7	42.1	56.9		-6.41	9.70	0.556		0.573	0.736	0.946	0.987	0.796

	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	[-]	99.8
Dew	[-]	90.7	90.8	99.8	87.8	116.		-9.04	18.2	1.27		0.421	0.765	0.834	0.988	0.755
DewRH1	[-]	90.7	90.8	99.8	87.8	116.		-9.04	18.2	1.27		0.421	0.765	0.834	0.988	0.755

	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	[-]	70.4
Dew	[-]	64.1	63.7	70.4	70.3	61.9		-6.67	14.4	0.919		0.618	0.706	0.895	0.956	0.776
DewRH1	[-]	64.1	63.7	70.4	70.3	61.9		-6.67	14.4	0.919		0.618	0.706	0.895	0.956	0.776

	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	[-]	34.6
Dew	[-]	25.2	26.8	34.7	12.2	30.4		-8.04	15.1	0.706		0.330	0.661	0.927	0.880	0.692
DewRH1	[-]	25.2	26.8	34.7	12.2	30.4		-8.04	15.1	0.706		0.330	0.661	0.927	0.880	0.692

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-le-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