Boreal forest Global - Land Subtropical desert Temperate grassland/desert Temperate rain forest Temperate seasonal forest Tropical rain forest Tropical seasonal forest/savanna Tundra Woodland/shrubland

	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	[-]	0.474
ACCESS-ESM1-5	[-]	0.727	0.729	0.474	0.649	0.419		0.255	1.05		0.164	0.857	0.913	0.645
BCC-CSM2-MR	[-]	0.651	0.652	0.474	0.582	0.406		0.178	1.44		0.293	0.802	0.729	0.608
CanESM5	[-]	0.582	0.582	0.474	0.542	0.419		0.108	1.08		0.437	0.875	0.831	0.714
CESM2	[-]	0.565	0.565	0.474	0.547	0.418		0.0914	1.33		0.484	0.807	0.834	0.708
GFDL-ESM4	[-]	0.743	0.749	0.474	0.639	0.399		0.275	1.34		0.143	0.829	0.788	0.587
IPSL-CM6A-LR	[-]	0.619	0.618	0.474	0.606	0.405		0.144	1.50		0.351	0.782	0.992	0.708
MeanCMIP6	[-]	0.640	0.644	0.474	0.595	0.401		0.170	1.22		0.274	0.831	0.980	0.695
MIROC-ESM2L	[-]	0.692	0.700	0.474	0.631			0.226	1.73		0.221	0.758	0.578	0.519
MPI-ESM1.2-HR	[-]	0.620	0.627	0.474	0.493	0.424		0.152	1.37		0.336	0.799	0.470	0.535
NorESM2-LM	[-]	0.575	0.577	0.474	0.544	0.396		0.102	1.24		0.459	0.821	0.802	0.694
UKESM1-0-LL	[-]	0.605	0.606	0.474	0.553	0.405		0.132	0.960		0.373	0.892	0.961	0.742

	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
ACCESS-ESM1-5	[-]	0.604	0.623	0.521	0.546	0.421		0.103	1.98		0.370	0.678	0.886	0.645
BCC-CSM2-MR	[-]	0.536	0.546	0.521	0.507	0.423		0.0256	2.08		0.431	0.677	0.910	0.673
CanESM5	[-]	0.570	0.589	0.521	0.510	0.431		0.0690	1.77		0.379	0.730	0.914	0.674
CESM2	[-]	0.525	0.531	0.521	0.508	0.452		0.0111	1.61		0.491	0.761	0.951	0.734
GFDL-ESM4	[-]	0.615	0.642	0.521	0.532	0.402		0.121	2.08		0.333	0.666	0.845	0.615
IPSL-CM6A-LR	[-]	0.563	0.582	0.521	0.509	0.425		0.0616	1.66		0.485	0.749	0.969	0.734
MeanCMIP6	[-]	0.571	0.587	0.521	0.521	0.423		0.0663	1.72		0.465	0.732	0.955	0.718
MIROC-ESM2L	[-]	0.645	0.667	0.521	0.593	0.771		0.147	2.12		0.280	0.665	0.853	0.599
MPI-ESM1.2-HR	[-]	0.514	0.535	0.521	0.449	0.423		0.0153	1.78		0.351	0.712	0.717	0.594
NorESM2-LM	[-]	0.524	0.534	0.521	0.494	0.433		0.0137	1.60		0.465	0.763	0.937	0.722
UKESM1-0-LL	[-]	0.565	0.578	0.521	0.528	0.422		0.0579	1.49		0.394	0.777	0.864	0.678

	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	[-]	0.348
ACCESS-ESM1-5	[-]	0.290	0.362	0.348	0.206	0.369		0.0152	1.78		0.429	0.714	0.565	0.569
BCC-CSM2-MR	[-]	0.233	0.296	0.348	0.164			-0.0503	1.93		0.499	0.709	0.670	0.626
CanESM5	[-]	0.311	0.375	0.348	0.210			0.0276	1.87		0.351	0.713	0.532	0.532
CESM2	[-]	0.258	0.313	0.348	0.187			-0.0322	1.69		0.522	0.756	0.735	0.671
GFDL-ESM4	[-]	0.272	0.350	0.348	0.172			0.00298	1.69		0.486	0.749	0.608	0.614
IPSL-CM6A-LR	[-]	0.299	0.374	0.348	0.174			0.0269	1.27		0.432	0.813	0.620	0.622
MeanCMIP6	[-]	0.269	0.334	0.348	0.184			-0.0141	1.41		0.501	0.782	0.756	0.680
MIROC-ESM2L	[-]	0.330	0.421	0.348	0.204			0.0736	1.71		0.344	0.742	0.517	0.534
MPI-ESM1.2-HR	[-]	0.157	0.191	0.348	0.113			-0.153	1.21		0.296	0.804	0.559	0.553
NorESM2-LM	[-]	0.256	0.320	0.348	0.176			-0.0255	1.59		0.455	0.771	0.629	0.618
UKESM1-0-LL	[-]	0.248	0.291	0.348	0.178			-0.0557	1.42		0.432	0.781	0.562	0.592

	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	[-]	0.357
ACCESS-ESM1-5	[-]	0.408	0.413	0.357	0.391	0.227		0.0559	2.29		0.407	0.624	0.568	0.533
BCC-CSM2-MR	[-]	0.331	0.340	0.357	0.300			-0.0161	2.72		0.390	0.545	0.568	0.501
CanESM5	[-]	0.358	0.379	0.357	0.303			0.0267	2.13		0.325	0.673	0.378	0.458
CESM2	[-]	0.310	0.318	0.357	0.280			-0.0359	1.70		0.379	0.757	0.633	0.589
GFDL-ESM4	[-]	0.301	0.327	0.357	0.242			-0.0289	2.39		0.380	0.608	0.652	0.547
IPSL-CM6A-LR	[-]	0.337	0.372	0.357	0.247			0.0169	2.08		0.298	0.668	0.428	0.465
MeanCMIP6	[-]	0.336	0.348	0.357	0.302			-0.00884	2.05		0.437	0.674	0.755	0.622
MIROC-ESM2L	[-]	0.452	0.436	0.357	0.488			0.0807	2.31		0.365	0.613	0.463	0.480
MPI-ESM1.2-HR	[-]	0.223	0.245	0.357	0.181			-0.111	2.50		0.275	0.576	0.557	0.469
NorESM2-LM	[-]	0.301	0.310	0.357	0.299			-0.0443	1.73		0.314	0.751	0.540	0.535
UKESM1-0-LL	[-]	0.308	0.331	0.357	0.272			-0.0247	1.90		0.349	0.721	0.437	0.502

	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	[-]	0.554
ACCESS-ESM1-5	[-]	0.725	0.733	0.554	0.763			0.181	1.72		0.142	0.731	0.996	0.623
BCC-CSM2-MR	[-]	0.704	0.719	0.554	0.722			0.168	2.03		0.180	0.660	0.984	0.608
CanESM5	[-]	0.666	0.670	0.555	0.660	0.491		0.117	2.02		0.282	0.688	0.933	0.634
CESM2	[-]	0.641	0.634	0.554	0.718			0.0807	1.88		0.357	0.700	0.838	0.632
GFDL-ESM4	[-]	0.806	0.801	0.554	0.802			0.246	2.02		0.0657	0.687	0.942	0.565
IPSL-CM6A-LR	[-]	0.656	0.666	0.554	0.698			0.112	2.08		0.271	0.676	0.992	0.646
MeanCMIP6	[-]	0.729	0.723	0.554	0.749			0.169	2.19		0.151	0.658	0.997	0.602
MIROC-ESM2L	[-]	0.723	0.776	0.554	0.754			0.220	2.74		0.131	0.554	0.575	0.420
MPI-ESM1.2-HR	[-]	0.653	0.670	0.555	0.641	0.491		0.123	2.10		0.298	0.659	0.745	0.567
NorESM2-LM	[-]	0.641	0.638	0.554	0.687			0.0851	1.69		0.348	0.749	0.884	0.660
UKESM1-0-LL	[-]	0.723	0.728	0.554	0.739			0.175	1.68		0.137	0.741	0.976	0.618

	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	[-]	0.608
ACCESS-ESM1-5	[-]	0.735	0.730	0.608	0.757			0.122	2.37		0.402	0.610	0.979	0.663
BCC-CSM2-MR	[-]	0.640	0.636	0.608	0.705			0.0285	2.73		0.504	0.529	0.957	0.663
CanESM5	[-]	0.693	0.698	0.608	0.684	0.484		0.0900	1.64		0.461	0.757	0.984	0.734
CESM2	[-]	0.602	0.595	0.608	0.689			-0.0125	1.53		0.537	0.777	0.992	0.769
GFDL-ESM4	[-]	0.798	0.801	0.608	0.762	0.436		0.193	2.32		0.226	0.626	0.979	0.610
IPSL-CM6A-LR	[-]	0.657	0.654	0.608	0.692			0.0453	1.83		0.599	0.719	0.922	0.746
MeanCMIP6	[-]	0.698	0.696	0.608	0.726			0.0881	2.11		0.520	0.651	0.948	0.706
MIROC-ESM2L	[-]	0.753	0.758	0.608	0.756			0.149	2.38		0.311	0.621	0.907	0.613
MPI-ESM1.2-HR	[-]	0.712	0.720	0.608	0.664	0.465		0.111	1.74		0.376	0.733	0.831	0.646
NorESM2-LM	[-]	0.601	0.602	0.608	0.679			-0.00580	1.48		0.521	0.783	0.992	0.765
UKESM1-0-LL	[-]	0.703	0.700	0.608	0.733			0.0919	1.47		0.490	0.797	0.982	0.756

	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	[-]	0.756
ACCESS-ESM1-5	[-]	0.807	0.798	0.756	0.902			0.0429	2.85		0.237	0.533	0.594	0.455
BCC-CSM2-MR	[-]	0.775	0.759	0.756	0.893			0.00290	2.54		0.206	0.590	0.536	0.444
CanESM5	[-]	0.798	0.779	0.756	0.882			0.0248	2.54		0.110	0.588	0.295	0.331
CESM2	[-]	0.766	0.752	0.756	0.852			-0.00321	2.23		0.379	0.661	0.928	0.656
GFDL-ESM4	[-]	0.846	0.840	0.756	0.894			0.0837	2.94		0.121	0.515	0.712	0.449
IPSL-CM6A-LR	[-]	0.800	0.790	0.756	0.872			0.0352	2.45		0.325	0.612	0.764	0.567
MeanCMIP6	[-]	0.819	0.808	0.756	0.884			0.0519	2.38		0.230	0.620	0.878	0.576
MIROC-ESM2L	[-]	0.907	0.904	0.756	0.935	0.771		0.148	2.34		0.0643	0.621	0.751	0.479
MPI-ESM1.2-HR	[-]	0.811	0.803	0.756	0.834			0.0469	2.84		0.116	0.531	0.226	0.291
NorESM2-LM	[-]	0.734	0.732	0.756	0.841			-0.0232	2.51		0.253	0.613	0.890	0.585
UKESM1-0-LL	[-]	0.866	0.857	0.756	0.920			0.100	2.70		0.101	0.567	0.852	0.507

	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	[-]	0.630
ACCESS-ESM1-5	[-]	0.679	0.663	0.630	0.870			0.0339	2.01		0.442	0.687	0.773	0.634
BCC-CSM2-MR	[-]	0.627	0.601	0.630	0.860			-0.0292	1.70		0.504	0.752	0.863	0.706
CanESM5	[-]	0.692	0.683	0.630	0.848			0.0530	1.94		0.379	0.702	0.802	0.628
CESM2	[-]	0.641	0.618	0.630	0.842			-0.0105	1.73		0.557	0.740	0.914	0.737
GFDL-ESM4	[-]	0.723	0.709	0.630	0.865			0.0785	2.15		0.465	0.651	0.977	0.698
IPSL-CM6A-LR	[-]	0.691	0.667	0.630	0.847			0.0377	1.48		0.595	0.788	0.978	0.787
MeanCMIP6	[-]	0.690	0.669	0.630	0.853			0.0392	1.52		0.578	0.774	0.983	0.778
MIROC-ESM2L	[-]	0.775	0.770	0.630	0.870			0.140	2.24		0.316	0.649	0.877	0.614
MPI-ESM1.2-HR	[-]	0.643	0.626	0.630	0.796	0.755		-0.00132	1.93		0.380	0.689	0.588	0.553
NorESM2-LM	[-]	0.643	0.620	0.630	0.825			-0.0101	1.74		0.549	0.737	0.933	0.739
UKESM1-0-LL	[-]	0.704	0.682	0.630	0.883			0.0523	1.65		0.410	0.753	0.730	0.631

	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	[-]	0.436
ACCESS-ESM1-5	[-]	0.730	0.752	0.436	0.615	0.425		0.315	1.21		0.0814	0.844	0.407	0.444
BCC-CSM2-MR	[-]	0.616	0.628	0.436	0.543	0.430		0.191	1.65		0.214	0.804	0.525	0.514
CanESM5	[-]	0.562	0.570	0.436	0.515	0.435		0.134	0.956		0.344	0.896	0.516	0.585
CESM2	[-]	0.577	0.589	0.436	0.525	0.453		0.153	1.45		0.308	0.804	0.308	0.473
GFDL-ESM4	[-]	0.687	0.713	0.436	0.585	0.409		0.277	1.55		0.109	0.820	0.375	0.435
IPSL-CM6A-LR	[-]	0.579	0.592	0.436	0.523	0.433		0.156	1.74		0.286	0.776	0.412	0.491
MeanCMIP6	[-]	0.615	0.632	0.436	0.538	0.434		0.196	1.66		0.184	0.793	0.675	0.551
MIROC-ESM2L	[-]	0.669	0.691	0.436	0.598	0.467		0.255	1.71		0.159	0.782	0.174	0.371
MPI-ESM1.2-HR	[-]	0.543	0.576	0.436	0.390	0.417		0.139	1.36		0.310	0.845	0.241	0.466
NorESM2-LM	[-]	0.595	0.601	0.436	0.536	0.439		0.165	1.56		0.304	0.798	0.290	0.464
UKESM1-0-LL	[-]	0.604	0.617	0.436	0.551	0.425		0.181	0.813		0.226	0.913	0.579	0.573

	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	[-]	0.515
ACCESS-ESM1-5	[-]	0.607	0.600	0.515	0.751			0.0852	2.75		0.485	0.533	0.980	0.666
BCC-CSM2-MR	[-]	0.523	0.511	0.515	0.713			-0.00181	2.88		0.454	0.520	0.950	0.642
CanESM5	[-]	0.606	0.595	0.515	0.692	0.410		0.0811	2.22		0.407	0.645	0.916	0.656
CESM2	[-]	0.505	0.497	0.515	0.693			-0.0177	1.51		0.439	0.780	0.969	0.729
GFDL-ESM4	[-]	0.629	0.620	0.515	0.742			0.106	2.76		0.354	0.541	0.834	0.576
IPSL-CM6A-LR	[-]	0.582	0.571	0.515	0.746			0.0556	2.03		0.464	0.671	0.982	0.706
MeanCMIP6	[-]	0.574	0.562	0.515	0.727			0.0470	2.27		0.516	0.624	0.985	0.709
MIROC-ESM2L	[-]	0.644	0.638	0.515	0.734			0.124	2.57		0.292	0.587	0.771	0.550
MPI-ESM1.2-HR	[-]	0.510	0.504	0.515	0.653			-0.00914	2.20		0.443	0.643	0.781	0.622
NorESM2-LM	[-]	0.505	0.494	0.515	0.681			-0.0204	1.45		0.424	0.790	0.941	0.719
UKESM1-0-LL	[-]	0.558	0.553	0.515	0.734			0.0384	1.72		0.464	0.740	0.929	0.711

Boreal forest Global - Land Subtropical desert Temperate grassland/desert Temperate rain forest Temperate seasonal forest Tropical rain forest Tropical seasonal forest/savanna Tundra Woodland/shrubland 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