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) [1]	Model Period Mean (intersection) [1]	Benchmark Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.616
CLM5_GSWP3V1	[-]	0.595	0.604	0.616	0.517	0.493		-0.0126	2.04		0.514	0.648	0.838	0.667
Control	[-]	0.642	0.654	0.616	0.538	0.493		0.0372	2.64		0.275	0.525	0.719	0.506
Randomized	[-]	0.653	0.664	0.616	0.547	0.493		0.0475	2.96		0.298	0.462	0.771	0.510

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Benchmark Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.505
CLM5_GSWP3V1	[-]	0.457	0.459	0.505	0.269	0.582		-0.0463	1.29		0.759	0.794	0.909	0.821
Control	[-]	0.489	0.492	0.505	0.245	0.582		-0.0137	2.42		0.650	0.597	0.606	0.618
Randomized	[-]	0.506	0.510	0.505	0.253	0.582		0.00423	2.48		0.674	0.581	0.673	0.642

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Benchmark Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.483
CLM5_GSWP3V1	[-]	0.459	0.464	0.483	0.415	0.500		-0.0197	1.79		0.690	0.710	0.896	0.765
Control	[-]	0.464	0.465	0.483	0.447	0.500		-0.0188	2.19		0.634	0.633	0.789	0.686
Randomized	[-]	0.472	0.473	0.483	0.451	0.500		-0.0106	2.23		0.638	0.632	0.790	0.687

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Benchmark Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.444
CLM5_GSWP3V1	[-]	0.494	0.497	0.444	0.471	0.483		0.0523	0.637		0.522	0.937	0.244	0.568
Control	[-]	0.704	0.717	0.443	0.593	0.468		0.274	0.894		0.135	0.920	0.173	0.409
Randomized	[-]	0.705	0.720	0.443	0.585	0.461		0.276	0.887		0.139	0.922	0.172	0.411

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Benchmark Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.754
CLM5_GSWP3V1	[-]	0.759	0.772	0.754	0.737	0.742		0.0182	2.27		0.394	0.636	0.950	0.660
Control	[-]	0.730	0.747	0.754	0.708	0.742		-0.00889	2.86		0.381	0.528	0.535	0.482
Randomized	[-]	0.740	0.753	0.754	0.724	0.742		-0.00229	2.86		0.391	0.531	0.634	0.519

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Benchmark Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.502
CLM5_GSWP3V1	[-]	0.542	0.542	0.502	0.479	0.506		0.0405	0.671		0.642	0.923	0.798	0.788
Control	[-]	0.682	0.684	0.502	0.554	0.506		0.182	1.78		0.304	0.750	0.920	0.658
Randomized	[-]	0.684	0.686	0.502	0.551	0.506		0.185	1.68		0.302	0.772	0.913	0.662

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Benchmark Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.503
CLM5_GSWP3V1	[-]	0.434	0.458	0.503	0.300	0.667		-0.0438	1.22		0.550	0.842	0.909	0.767
Control	[-]	0.557	0.582	0.503	0.421	0.568		0.0794	2.03		0.448	0.677	0.937	0.687
Randomized	[-]	0.572	0.596	0.503	0.437	0.556		0.0935	1.93		0.437	0.693	0.955	0.695

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Benchmark Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.589
CLM5_GSWP3V1	[-]	0.602	0.612	0.589	0.546	0.698		0.0222	1.91		0.593	0.690	0.921	0.734
Control	[-]	0.677	0.696	0.589	0.580	0.598		0.105	3.29		0.435	0.432	0.874	0.580
Randomized	[-]	0.678	0.697	0.589	0.586	0.614		0.106	3.26		0.445	0.439	0.900	0.595

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Benchmark Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.467
CLM5_GSWP3V1	[-]	0.655	0.663	0.467	0.588	0.447		0.194	0.792		0.270	0.908	0.256	0.478
Control	[-]	0.800	0.802	0.469	0.750	0.447		0.334	1.19		0.0998	0.863	0.315	0.426
Randomized	[-]	0.797	0.799	0.469	0.730	0.450		0.331	1.18		0.106	0.869	0.320	0.432

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Benchmark Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.350
CLM5_GSWP3V1	[-]	0.363	0.344	0.348	0.498	0.536		-0.00424	1.19		0.687	0.822	0.947	0.819
Control	[-]	0.416	0.400	0.348	0.531	0.536		0.0520	1.69		0.611	0.742	0.943	0.765
Randomized	[-]	0.408	0.391	0.348	0.531	0.536		0.0427	1.61		0.621	0.746	0.925	0.764

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Benchmark Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.601
CLM5_GSWP3V1	[-]	0.569	0.594	0.602	0.458	0.595		-0.00717	1.50		0.526	0.759	0.992	0.759
Control	[-]	0.625	0.646	0.603	0.534	0.531		0.0435	2.00		0.504	0.691	0.988	0.728
Randomized	[-]	0.625	0.646	0.603	0.536	0.533		0.0438	1.92		0.517	0.711	0.981	0.736

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Benchmark Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.521
CLM5_GSWP3V1	[-]	0.483	0.526	0.521	0.316	0.563		0.00521	1.43		0.556	0.780	0.911	0.749
Control	[-]	0.546	0.600	0.521	0.346	0.495		0.0788	2.26		0.423	0.614	0.858	0.632
Randomized	[-]	0.552	0.606	0.521	0.353	0.492		0.0850	2.24		0.427	0.618	0.870	0.638

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Benchmark Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.364
CLM5_GSWP3V1	[-]	0.145	0.281	0.364	0.0908	0.345		-0.0834	1.59		0.422	0.738	0.811	0.657
Control	[-]	0.162	0.317	0.364	0.0994	0.345		-0.0468	1.89		0.390	0.704	0.707	0.600
Randomized	[-]	0.169	0.323	0.364	0.107	0.345		-0.0411	1.81		0.389	0.722	0.705	0.605

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Benchmark Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.441
CLM5_GSWP3V1	[-]	0.546	0.566	0.441	0.495	0.458		0.125	1.21		0.302	0.859	0.344	0.502
Control	[-]	0.726	0.735	0.441	0.705	0.437		0.295	1.18		0.136	0.859	0.298	0.431
Randomized	[-]	0.724	0.734	0.441	0.698	0.430		0.294	1.12		0.140	0.865	0.291	0.432

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Benchmark Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.538
CLM5_GSWP3V1	[-]	0.528	0.524	0.538	0.535	0.613		-0.0139	1.51		0.582	0.750	0.970	0.767
Control	[-]	0.577	0.584	0.538	0.547	0.613		0.0436	2.29		0.466	0.610	0.972	0.683
Randomized	[-]	0.589	0.597	0.538	0.555	0.613		0.0578	2.28		0.471	0.611	0.985	0.689

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Benchmark Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.667
CLM5_GSWP3V1	[-]	0.648	0.650	0.667	0.640	0.636		-0.0164	0.851		0.723	0.916	0.962	0.867
Control	[-]	0.725	0.730	0.667	0.682	0.636		0.0627	2.58		0.618	0.581	0.925	0.708
Randomized	[-]	0.725	0.730	0.667	0.685	0.636		0.0626	2.55		0.615	0.580	0.922	0.706

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Benchmark Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.497
CLM5_GSWP3V1	[-]	0.562	0.566	0.497	0.524	0.504		0.0688	1.33		0.545	0.817	0.993	0.785
Control	[-]	0.661	0.668	0.498	0.579	0.474		0.170	1.45		0.329	0.815	0.820	0.655
Randomized	[-]	0.657	0.664	0.498	0.575	0.474		0.166	1.49		0.334	0.807	0.817	0.653

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Benchmark Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.427
CLM5_GSWP3V1	[-]	0.378	0.383	0.427	0.369	0.539		-0.0433	1.50		0.566	0.794	0.925	0.762
Control	[-]	0.500	0.507	0.427	0.389	0.539		0.0797	2.26		0.383	0.639	0.766	0.596
Randomized	[-]	0.515	0.522	0.427	0.397	0.539		0.0950	2.12		0.353	0.680	0.765	0.599

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Benchmark Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.733
CLM5_GSWP3V1	[-]	0.768	0.774	0.734	0.665	0.650		0.0396	2.17		0.446	0.656	0.811	0.638
Control	[-]	0.771	0.776	0.734	0.692	0.650		0.0418	4.01		0.266	0.310	0.490	0.355
Randomized	[-]	0.779	0.784	0.734	0.701	0.650		0.0501	3.99		0.281	0.316	0.603	0.400

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Benchmark Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.611
CLM5_GSWP3V1	[-]	0.614	0.612	0.611	0.636	0.650		0.00160	1.82		0.631	0.728	0.770	0.710
Control	[-]	0.629	0.627	0.611	0.635	0.650		0.0171	3.45		0.599	0.406	0.763	0.589
Randomized	[-]	0.644	0.643	0.611	0.636	0.650		0.0326	3.50		0.581	0.402	0.759	0.581

	Download Data	Period Mean (original grids) [1]	Model Period Mean (intersection) [1]	Benchmark Period Mean (intersection) [1]	Model Period Mean (complement) [1]	Benchmark Period Mean (complement) [1]		Bias [1]	Phase Shift [months]		Bias Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.382
CLM5_GSWP3V1	[-]	0.320	0.357	0.381	0.168	0.483		-0.0223	1.20		0.321	0.829	0.590	0.580
Control	[-]	0.340	0.373	0.380	0.200	0.466		-0.00594	2.20		0.322	0.667	0.698	0.562
Randomized	[-]	0.348	0.382	0.380	0.205	0.466		0.00224	2.16		0.316	0.677	0.696	0.563

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 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