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	[-]	45.9
Dew	[-]	45.9	45.6	45.9	43.7	74.8		-0.239	20.5	2.49		0.363	0.558	0.620	0.508	0.521
DewRH1	[-]	45.9	45.6	45.9	43.7	74.8		-0.239	20.5	2.49		0.363	0.558	0.620	0.508	0.521

	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	[-]	54.9
Dew	[-]	52.6	52.6	54.9	64.6	55.6		-2.22	23.2	1.79		0.455	0.252	0.768	0.596	0.465
DewRH1	[-]	52.6	52.6	54.9	64.6	55.6		-2.22	23.2	1.79		0.455	0.252	0.768	0.596	0.465

	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	[-]	59.5
Dew	[-]	59.5	59.5	59.5	59.9	59.9		0.324	18.8	1.15		0.435	0.489	0.870	0.647	0.586
DewRH1	[-]	59.5	59.5	59.5	59.9	59.9		0.324	18.8	1.15		0.435	0.489	0.870	0.647	0.586

	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	[-]	23.5
Dew	[-]	11.2	11.4	23.6	7.27	21.4		-12.3	18.6	0.314		0.272	0.450	0.979	0.816	0.593
DewRH1	[-]	11.2	11.4	23.6	7.27	21.4		-12.3	18.6	0.314		0.272	0.450	0.979	0.816	0.593

	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	[-]	34.2
Dew	[-]	36.9	36.2	34.2	38.4	37.2		2.75	11.5	2.47		0.594	0.731	0.607	0.602	0.653
DewRH1	[-]	36.9	36.2	34.2	38.4	37.2		2.75	11.5	2.47		0.594	0.731	0.607	0.602	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	[-]	28.5
Dew	[-]	19.3	19.3	28.5	17.6	32.5		-9.21	15.9	0.826		0.415	0.474	0.918	0.952	0.647
DewRH1	[-]	19.3	19.3	28.5	17.6	32.5		-9.21	15.9	0.826		0.415	0.474	0.918	0.952	0.647

	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
Dew	[-]	34.4	33.9	34.1	36.9	27.6		-0.209	13.7	0.798		0.451	0.596	0.916	0.945	0.701
DewRH1	[-]	34.4	33.9	34.1	36.9	27.6		-0.209	13.7	0.798		0.451	0.596	0.916	0.945	0.701

	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	[-]	43.3
Dew	[-]	45.5	45.4	43.3	45.7	35.3		1.64	17.2	0.886		0.505	0.519	0.918	0.593	0.611
DewRH1	[-]	45.5	45.4	43.3	45.7	35.3		1.64	17.2	0.886		0.505	0.519	0.918	0.593	0.611

	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	[-]	19.6
Dew	[-]	2.11	2.62	19.6	-3.95	12.9		-17.1	24.2	0.806		0.119	0.315	0.932	0.491	0.434
DewRH1	[-]	2.11	2.62	19.6	-3.95	12.9		-17.1	24.2	0.806		0.119	0.315	0.932	0.491	0.434

	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	[-]	62.3
Dew	[-]	70.9	71.4	62.3	60.9	54.1		8.33	13.0	0.789		0.453	0.638	0.922	0.987	0.728
DewRH1	[-]	70.9	71.4	62.3	60.9	54.1		8.33	13.0	0.789		0.453	0.638	0.922	0.987	0.728

	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	[-]	24.0
Dew	[-]	25.1	25.2	24.0	23.8	33.3		1.12	11.1	0.667		0.547	0.598	0.928	0.950	0.724
DewRH1	[-]	25.1	25.2	24.0	23.8	33.3		1.12	11.1	0.667		0.547	0.598	0.928	0.950	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	[-]	40.5
Dew	[-]	32.6	38.1	40.5	14.1	39.3		-2.43	16.2	1.09		0.437	0.537	0.872	0.866	0.650
DewRH1	[-]	32.6	38.1	40.5	14.1	39.3		-2.43	16.2	1.09		0.437	0.537	0.872	0.866	0.650

	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
Dew	[-]	43.9	48.4	50.8	41.9	41.8		-1.80	16.5	0.898		0.358	0.586	0.906	0.969	0.681
DewRH1	[-]	43.9	48.4	50.8	41.9	41.8		-1.80	16.5	0.898		0.358	0.586	0.906	0.969	0.681

	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
Dew	[-]	7.48	8.76	22.7	-1.02	16.9		-14.4	22.5	0.715		0.228	0.327	0.938	0.876	0.540
DewRH1	[-]	7.48	8.76	22.7	-1.02	16.9		-14.4	22.5	0.715		0.228	0.327	0.938	0.876	0.540

	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	[-]	53.6
Dew	[-]	51.0	50.8	53.7	51.8	43.0		-2.61	16.4	0.886		0.443	0.557	0.911	0.983	0.690
DewRH1	[-]	51.0	50.8	53.7	51.8	43.0		-2.61	16.4	0.886		0.443	0.557	0.911	0.983	0.690

	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	[-]	29.4
Dew	[-]	32.3	32.5	29.4	29.7	36.7		3.33	9.73	0.794		0.632	0.668	0.910	0.821	0.740
DewRH1	[-]	32.3	32.5	29.4	29.7	36.7		3.33	9.73	0.794		0.632	0.668	0.910	0.821	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	[-]	31.9
Dew	[-]	25.5	25.7	31.9	21.4	28.3		-6.28	16.0	0.837		0.541	0.405	0.924	0.862	0.627
DewRH1	[-]	25.5	25.7	31.9	21.4	28.3		-6.28	16.0	0.837		0.541	0.405	0.924	0.862	0.627

	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	[-]	46.8
Dew	[-]	41.5	41.6	46.8	46.2	49.1		-5.09	11.6	0.714		0.527	0.616	0.927	0.986	0.734
DewRH1	[-]	41.5	41.6	46.8	46.2	49.1		-5.09	11.6	0.714		0.527	0.616	0.927	0.986	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	[-]	35.7
Dew	[-]	29.0	28.7	35.7	44.0	49.5		-6.82	13.8	1.68		0.468	0.729	0.763	0.632	0.664
DewRH1	[-]	29.0	28.7	35.7	44.0	49.5		-6.82	13.8	1.68		0.468	0.729	0.763	0.632	0.664

	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	[-]	44.6
Dew	[-]	45.8	45.9	44.6	40.9	33.6		1.15	14.5	1.77		0.493	0.628	0.764	0.848	0.672
DewRH1	[-]	45.8	45.9	44.6	40.9	33.6		1.15	14.5	1.77		0.493	0.628	0.764	0.848	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	[-]	55.6
Dew	[-]	60.8	59.3	55.7	71.2	40.5		3.99	20.6	0.897		0.344	0.514	0.914	0.967	0.651
DewRH1	[-]	60.8	59.3	55.7	71.2	40.5		3.99	20.6	0.897		0.344	0.514	0.914	0.967	0.651

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