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
h0	[-]	36.5	36.5	45.9	42.6	74.8		-9.01	16.8	1.77		0.347	0.691	0.745	0.703	0.635
h0a	[-]	36.5	36.5	45.9	42.6	74.8		-9.01	16.8	1.77		0.347	0.691	0.745	0.703	0.635

	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
h0	[-]	52.1	52.2	54.9	54.6	55.6		-2.83	18.8	0.948		0.629	0.355	0.901	0.873	0.623
h0a	[-]	52.1	52.2	54.9	54.6	55.6		-2.83	18.8	0.948		0.629	0.355	0.901	0.873	0.623

	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
h0	[-]	59.3	59.5	59.5	57.0	59.9		0.0104	20.8	1.24		0.517	0.330	0.852	0.808	0.567
h0a	[-]	59.3	59.5	59.5	57.0	59.9		0.0104	20.8	1.24		0.517	0.330	0.852	0.808	0.567

	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	[-]	23.6
h0	[-]	15.8	16.3	23.6	8.32	21.5		-7.81	22.1	0.804		0.489	0.222	0.929	0.391	0.451
h0a	[-]	15.8	16.3	23.6	8.32	21.5		-7.81	22.1	0.804		0.489	0.222	0.929	0.391	0.451

	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
h0	[-]	22.7	21.0	34.1	29.6	37.1		-11.2	15.9	1.12		0.382	0.777	0.842	0.518	0.659
h0a	[-]	22.7	21.0	34.1	29.6	37.1		-11.2	15.9	1.12		0.382	0.777	0.842	0.518	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	[-]	28.6
h0	[-]	24.4	24.4	28.6	25.0	32.6		-4.11	14.6	0.750		0.591	0.450	0.932	0.726	0.630
h0a	[-]	24.4	24.4	28.6	25.0	32.6		-4.11	14.6	0.750		0.591	0.450	0.932	0.726	0.630

	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
h0	[-]	33.7	33.1	34.1	37.6	27.6		-0.991	12.3	0.820		0.508	0.613	0.911	0.976	0.724
h0a	[-]	33.7	33.1	34.1	37.6	27.6		-0.991	12.3	0.820		0.508	0.613	0.911	0.976	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	[-]	43.3
h0	[-]	35.2	34.4	43.3	41.5	35.3		-8.82	16.8	0.903		0.435	0.579	0.916	0.746	0.651
h0a	[-]	35.2	34.4	43.3	41.5	35.3		-8.82	16.8	0.903		0.435	0.579	0.916	0.746	0.651

	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
h0	[-]	7.03	7.56	19.6	0.339	12.9		-12.2	24.4	1.06		0.297	0.192	0.880	0.616	0.435
h0a	[-]	7.03	7.56	19.6	0.339	12.9		-12.2	24.4	1.06		0.297	0.192	0.880	0.616	0.435

	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	[-]	62.2
h0	[-]	60.4	61.0	62.2	47.7	54.0		-2.05	12.1	0.689		0.638	0.582	0.937	0.871	0.722
h0a	[-]	60.4	61.0	62.2	47.7	54.0		-2.05	12.1	0.689		0.638	0.582	0.937	0.871	0.722

	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
h0	[-]	20.7	20.2	24.0	26.9	33.3		-2.91	11.1	0.812		0.537	0.604	0.910	0.930	0.717
h0a	[-]	20.7	20.2	24.0	26.9	33.3		-2.91	11.1	0.812		0.537	0.604	0.910	0.930	0.717

	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
h0	[-]	30.7	36.1	40.5	12.5	39.3		-4.42	16.4	0.971		0.470	0.514	0.892	0.909	0.660
h0a	[-]	30.7	36.1	40.5	12.5	39.3		-4.42	16.4	0.971		0.470	0.514	0.892	0.909	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	[-]	50.9
h0	[-]	40.0	44.7	50.9	37.8	41.8		-5.34	17.7	0.693		0.307	0.611	0.932	0.969	0.686
h0a	[-]	40.0	44.7	50.9	37.8	41.8		-5.34	17.7	0.693		0.307	0.611	0.932	0.969	0.686

	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
h0	[-]	7.67	8.68	22.7	0.963	16.9		-14.3	24.2	1.03		0.182	0.231	0.900	0.911	0.491
h0a	[-]	7.67	8.68	22.7	0.963	16.9		-14.3	24.2	1.03		0.182	0.231	0.900	0.911	0.491

	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
h0	[-]	49.0	49.3	53.7	48.0	43.0		-4.54	17.0	0.644		0.430	0.582	0.930	0.851	0.675
h0a	[-]	49.0	49.3	53.7	48.0	43.0		-4.54	17.0	0.644		0.430	0.582	0.930	0.851	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	[-]	29.4
h0	[-]	31.1	30.9	29.4	31.2	36.8		1.63	11.8	1.05		0.631	0.543	0.863	0.987	0.713
h0a	[-]	31.1	30.9	29.4	31.2	36.8		1.63	11.8	1.05		0.631	0.543	0.863	0.987	0.713

	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
h0	[-]	24.3	24.3	31.9	24.4	28.4		-7.53	18.0	0.956		0.445	0.330	0.906	0.898	0.582
h0a	[-]	24.3	24.3	31.9	24.4	28.4		-7.53	18.0	0.956		0.445	0.330	0.906	0.898	0.582

	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
h0	[-]	49.9	49.7	46.8	56.7	49.2		3.05	12.3	0.747		0.463	0.582	0.926	0.990	0.709
h0a	[-]	49.9	49.7	46.8	56.7	49.2		3.05	12.3	0.747		0.463	0.582	0.926	0.990	0.709

	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
h0	[-]	24.9	24.6	35.7	40.0	49.2		-10.6	16.4	1.60		0.378	0.736	0.789	0.500	0.628
h0a	[-]	24.9	24.6	35.7	40.0	49.2		-10.6	16.4	1.60		0.378	0.736	0.789	0.500	0.628

	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	[-]	44.7
h0	[-]	47.0	47.2	44.7	43.7	33.5		2.35	15.9	0.984		0.484	0.583	0.896	0.782	0.665
h0a	[-]	47.0	47.2	44.7	43.7	33.5		2.35	15.9	0.984		0.484	0.583	0.896	0.782	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	[-]	55.6
h0	[-]	56.3	53.7	55.7	72.1	40.5		-2.82	19.6	0.807		0.342	0.517	0.915	0.761	0.610
h0a	[-]	56.3	53.7	55.7	72.1	40.5		-2.82	19.6	0.807		0.342	0.517	0.915	0.761	0.610

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