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	[-]	79.5
I123	[-]	72.4	72.9	79.5	67.0			-7.15	15.3	1.58		0.577	0.683	0.749	0.976	0.734
post5.4	[-]	72.3	72.8	79.8	66.8			-7.61	16.4	2.02		0.555	0.660	0.672	0.970	0.703

	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	[-]	58.8
I123	[-]	49.2	48.9	58.8	30.7			-9.89	20.9	1.12		0.492	0.432	0.836	0.993	0.637
post5.4	[-]	49.3	49.0	59.0	30.9			-9.93	20.0	1.13		0.493	0.469	0.831	0.993	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	[-]	58.2
I123	[-]	47.0	46.5	58.2	55.1	86.1		-11.4	21.6	0.960		0.433	0.474	0.885	0.984	0.650
post5.4	[-]	47.2	46.7	58.2	55.5	86.1		-11.2	20.5	0.978		0.435	0.515	0.886	0.986	0.667

	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
I123	[-]	12.4	12.5	19.1	12.2			-6.61	13.5	0.650		0.238	0.211	0.956	0.977	0.519
post5.4	[-]	13.2	13.2	19.0	12.9			-5.80	12.2	0.671		0.322	0.280	0.956	0.990	0.566

	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	[-]	109.
I123	[-]	108.	109.	109.	105.	126.		-0.996	15.4	1.80		0.563	0.791	0.737	0.932	0.763
post5.4	[-]	105.	106.	108.	105.	126.		-3.02	17.9	1.61		0.480	0.775	0.765	0.842	0.727

	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	[-]	29.2
I123	[-]	23.8	23.7	29.2	25.7	33.2		-5.43	11.6	0.592		0.500	0.433	0.958	0.979	0.661
post5.4	[-]	23.5	23.4	29.2	25.2	33.2		-5.76	11.3	0.538		0.484	0.457	0.960	0.995	0.671

	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
I123	[-]	28.7	30.0	35.9	19.1			-5.40	12.4	0.555		0.556	0.582	0.950	0.988	0.732
post5.4	[-]	27.6	28.9	35.9	18.6			-6.50	12.8	0.568		0.510	0.591	0.952	0.984	0.726

	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
I123	[-]	57.6	58.2	66.8	52.1	112.		-6.88	16.9	1.18		0.560	0.596	0.850	0.989	0.718
post5.4	[-]	56.9	57.5	66.7	51.5	112.		-7.42	17.1	1.22		0.554	0.595	0.848	0.987	0.716

	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	[-]	18.2
I123	[-]	15.3	15.6	18.2	11.8			-2.72	9.76	0.556		0.610	0.379	0.963	0.972	0.661
post5.4	[-]	15.5	15.8	18.2	12.3			-2.54	8.99	0.566		0.626	0.431	0.962	0.976	0.685

	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	[-]	34.7
I123	[-]	31.2	30.3	34.7	47.4	65.7		-3.01	9.68	0.890		0.685	0.711	0.896	0.984	0.798
post5.4	[-]	33.1	32.2	34.8	48.8	65.6		-1.25	9.20	0.700		0.699	0.729	0.922	0.978	0.811

	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	[-]	40.2
I123	[-]	32.6	32.6	40.2	32.9	43.9		-7.62	13.1	0.294		0.489	0.585	0.980	0.975	0.723
post5.4	[-]	33.3	33.2	40.2	34.4	44.1		-6.90	12.3	0.253		0.516	0.610	0.983	0.974	0.739

	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
I123	[-]	34.1	41.4	48.9	10.1	80.3		-7.00	14.9	0.838		0.505	0.561	0.904	0.987	0.703
post5.4	[-]	34.3	41.7	48.9	10.1	80.4		-6.71	14.5	0.862		0.508	0.577	0.901	0.987	0.710

	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	[-]	29.2
I123	[-]	10.4	21.4	29.2	5.64			-7.52	15.4	0.992		0.485	0.561	0.874	0.943	0.685
post5.4	[-]	10.0	20.5	29.3	5.48			-8.48	15.1	0.974		0.472	0.589	0.878	0.952	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	[-]	18.6
I123	[-]	16.7	17.6	18.6	11.1			-1.31	10.4	0.306		0.553	0.402	0.979	0.977	0.663
post5.4	[-]	17.6	18.5	18.6	11.9			-0.282	9.90	0.319		0.546	0.442	0.979	0.969	0.676

	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	[-]	68.1
I123	[-]	58.6	57.2	68.0	69.7	114.		-8.25	17.6	0.860		0.420	0.657	0.906	0.975	0.723
post5.4	[-]	58.2	56.6	67.9	69.9	114.		-8.61	17.1	0.872		0.438	0.659	0.908	0.983	0.729

	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	[-]	58.8
I123	[-]	45.9	45.8	58.8	49.8			-12.7	18.2	0.594		0.255	0.510	0.961	0.814	0.610
post5.4	[-]	47.7	47.5	58.9	51.7			-10.9	17.3	0.815		0.318	0.490	0.946	0.948	0.639

	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	[-]	32.9
I123	[-]	30.2	29.9	32.9	38.8			-2.83	11.6	0.556		0.699	0.477	0.960	0.994	0.721
post5.4	[-]	30.7	30.3	32.9	40.4			-2.29	11.1	0.687		0.712	0.505	0.952	0.993	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	[-]	34.5
I123	[-]	27.1	27.2	34.5	43.8			-7.13	11.5	0.648		0.537	0.656	0.932	0.991	0.755
post5.4	[-]	27.2	27.4	34.4	43.2			-6.75	11.0	0.614		0.560	0.669	0.939	0.991	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	[-]	99.9
I123	[-]	88.3	88.4	99.9	86.3			-11.5	18.9	1.47		0.397	0.768	0.802	0.944	0.736
post5.4	[-]	90.6	90.8	99.8	87.2			-9.12	18.1	1.54		0.428	0.761	0.785	0.980	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	[-]	70.4
I123	[-]	59.0	58.6	70.4	63.6	60.6		-11.8	18.6	0.887		0.454	0.629	0.908	0.983	0.721
post5.4	[-]	60.5	60.1	70.4	63.7	60.9		-10.3	17.6	0.991		0.507	0.640	0.890	0.984	0.732

	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	[-]	34.8
I123	[-]	26.9	28.6	34.8	15.1			-6.25	15.8	0.707		0.316	0.631	0.922	0.868	0.674
post5.4	[-]	27.9	29.7	34.8	15.3			-5.20	15.4	0.703		0.347	0.635	0.927	0.866	0.682

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