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) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Benchmark Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (complement) [Pg yr-1]		Bias [g m-2 d-1]	RMSE [g m-2 d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	6.60
h0	[-]	6.75	6.79	6.60	0.213	0.00173		0.254	1.02	1.85		0.618	0.750	0.711	0.960	0.758
h0a	[-]	6.75	6.79	6.60	0.213	0.00173		0.254	1.02	1.85		0.618	0.750	0.711	0.960	0.758

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Benchmark Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (complement) [Pg yr-1]		Bias [g m-2 d-1]	RMSE [g m-2 d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	5.97
h0	[-]	4.37	4.09	5.97	0.0424	0.000716		-0.751	1.30	1.07		0.516	0.517	0.874	0.952	0.675
h0a	[-]	4.37	4.09	5.97	0.0424	0.000716		-0.751	1.30	1.07		0.516	0.517	0.874	0.952	0.675

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Benchmark Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (complement) [Pg yr-1]		Bias [g m-2 d-1]	RMSE [g m-2 d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	7.96
h0	[-]	5.63	5.23	7.95	0.333	0.00409		-0.704	1.44	1.27		0.453	0.605	0.834	0.845	0.668
h0a	[-]	5.63	5.23	7.95	0.333	0.00409		-0.704	1.44	1.27		0.453	0.605	0.834	0.845	0.668

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Benchmark Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (complement) [Pg yr-1]		Bias [g m-2 d-1]	RMSE [g m-2 d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.732
h0	[-]	0.624	0.591	0.731	0.0380	0.00107		-0.0719	0.686	0.106		0.406	0.459	0.993	0.488	0.561
h0a	[-]	0.624	0.591	0.731	0.0380	0.00107		-0.0719	0.686	0.106		0.406	0.459	0.993	0.488	0.561

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Benchmark Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (complement) [Pg yr-1]		Bias [g m-2 d-1]	RMSE [g m-2 d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	5.64
h0	[-]	6.00	4.85	5.60	1.10	0.0423		0.656	1.13	2.08		0.690	0.902	0.685	0.836	0.803
h0a	[-]	6.00	4.85	5.60	1.10	0.0423		0.656	1.13	2.08		0.690	0.902	0.685	0.836	0.803

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Benchmark Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (complement) [Pg yr-1]		Bias [g m-2 d-1]	RMSE [g m-2 d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	5.03
h0	[-]	6.19	5.96	5.03	0.0719	0.00230		0.312	0.916	0.498		0.456	0.403	0.965	0.870	0.619
h0a	[-]	6.19	5.96	5.03	0.0719	0.00230		0.312	0.916	0.498		0.456	0.403	0.965	0.870	0.619

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Benchmark Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (complement) [Pg yr-1]		Bias [g m-2 d-1]	RMSE [g m-2 d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	8.12
h0	[-]	9.42	9.16	8.10	0.391	0.0174		0.249	0.738	0.570		0.571	0.624	0.954	0.912	0.737
h0a	[-]	9.42	9.16	8.10	0.391	0.0174		0.249	0.738	0.570		0.571	0.624	0.954	0.912	0.737

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Benchmark Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (complement) [Pg yr-1]		Bias [g m-2 d-1]	RMSE [g m-2 d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	7.58
h0	[-]	6.96	6.30	7.54	0.557	0.0388		-0.210	1.22	0.938		0.533	0.699	0.890	0.862	0.737
h0a	[-]	6.96	6.30	7.54	0.557	0.0388		-0.210	1.22	0.938		0.533	0.699	0.890	0.862	0.737

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Benchmark Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (complement) [Pg yr-1]		Bias [g m-2 d-1]	RMSE [g m-2 d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.844
h0	[-]	1.19	1.21	0.844	0.0267	0.000322		0.340	1.05	0.356		0.356	0.248	0.976	0.503	0.466
h0a	[-]	1.19	1.21	0.844	0.0267	0.000322		0.340	1.05	0.356		0.356	0.248	0.976	0.503	0.466

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Benchmark Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (complement) [Pg yr-1]		Bias [g m-2 d-1]	RMSE [g m-2 d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	4.02
h0	[-]	3.96	3.53	4.00	0.406	0.0230		0.0524	0.712	1.63		0.615	0.729	0.769	0.743	0.717
h0a	[-]	3.96	3.53	4.00	0.406	0.0230		0.0524	0.712	1.63		0.615	0.729	0.769	0.743	0.717

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Benchmark Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (complement) [Pg yr-1]		Bias [g m-2 d-1]	RMSE [g m-2 d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	3.80
h0	[-]	4.17	3.85	3.80	0.276	0.00479		0.254	0.992	0.416		0.519	0.515	0.972	0.967	0.697
h0a	[-]	4.17	3.85	3.80	0.276	0.00479		0.254	0.992	0.416		0.519	0.515	0.972	0.967	0.697

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Benchmark Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (complement) [Pg yr-1]		Bias [g m-2 d-1]	RMSE [g m-2 d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	96.3
h0	[-]	101.	95.2	96.1	5.38	0.192		0.129	1.06	1.00		0.499	0.607	0.875	0.945	0.706
h0a	[-]	101.	95.2	96.1	5.38	0.192		0.129	1.06	1.00		0.499	0.607	0.875	0.945	0.706

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Benchmark Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (complement) [Pg yr-1]		Bias [g m-2 d-1]	RMSE [g m-2 d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	1.82
h0	[-]	1.61	1.43	1.81	0.207	0.00450		-0.121	0.668	1.38		0.541	0.658	0.808	0.722	0.678
h0a	[-]	1.61	1.43	1.81	0.207	0.00450		-0.121	0.668	1.38		0.541	0.658	0.808	0.722	0.678

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Benchmark Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (complement) [Pg yr-1]		Bias [g m-2 d-1]	RMSE [g m-2 d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	1.22
h0	[-]	2.05	1.91	1.22	0.0975	0.00195		0.388	1.03	0.368		0.349	0.390	0.974	0.397	0.500
h0a	[-]	2.05	1.91	1.22	0.0975	0.00195		0.388	1.03	0.368		0.349	0.390	0.974	0.397	0.500

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Benchmark Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (complement) [Pg yr-1]		Bias [g m-2 d-1]	RMSE [g m-2 d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	3.14
h0	[-]	3.12	2.57	3.12	0.466	0.0249		0.131	1.21	1.16		0.520	0.721	0.863	0.885	0.742
h0a	[-]	3.12	2.57	3.12	0.466	0.0249		0.131	1.21	1.16		0.520	0.721	0.863	0.885	0.742

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Benchmark Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (complement) [Pg yr-1]		Bias [g m-2 d-1]	RMSE [g m-2 d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	3.54
h0	[-]	4.35	4.10	3.54	0.177	0.00503		0.522	1.02	0.453		0.455	0.657	0.967	0.730	0.694
h0a	[-]	4.35	4.10	3.54	0.177	0.00503		0.522	1.02	0.453		0.455	0.657	0.967	0.730	0.694

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Benchmark Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (complement) [Pg yr-1]		Bias [g m-2 d-1]	RMSE [g m-2 d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	2.87
h0	[-]	4.26	4.13	2.86	0.167	0.00345		0.745	1.22	0.312		0.294	0.404	0.977	0.944	0.605
h0a	[-]	4.26	4.13	2.86	0.167	0.00345		0.745	1.22	0.312		0.294	0.404	0.977	0.944	0.605

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Benchmark Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (complement) [Pg yr-1]		Bias [g m-2 d-1]	RMSE [g m-2 d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	1.47
h0	[-]	1.32	1.36	1.47	0.0341	0.00355		-0.0411	0.630	0.800		0.580	0.700	0.918	0.840	0.748
h0a	[-]	1.32	1.36	1.47	0.0341	0.00355		-0.0411	0.630	0.800		0.580	0.700	0.918	0.840	0.748

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Benchmark Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (complement) [Pg yr-1]		Bias [g m-2 d-1]	RMSE [g m-2 d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	17.1
h0	[-]	17.9	17.4	17.1	0.399	0.00500		0.198	1.52	2.48		0.529	0.799	0.605	0.933	0.733
h0a	[-]	17.9	17.4	17.1	0.399	0.00500		0.198	1.52	2.48		0.529	0.799	0.605	0.933	0.733

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Benchmark Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (complement) [Pg yr-1]		Bias [g m-2 d-1]	RMSE [g m-2 d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	7.60
h0	[-]	9.26	9.16	7.60	0.235	0.00421		0.759	1.72	0.976		0.369	0.684	0.894	0.613	0.649
h0a	[-]	9.26	9.16	7.60	0.235	0.00421		0.759	1.72	0.976		0.369	0.684	0.894	0.613	0.649

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Benchmark Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (complement) [Pg yr-1]		Bias [g m-2 d-1]	RMSE [g m-2 d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	1.20
h0	[-]	1.73	1.55	1.20	0.126	0.00308		0.505	0.932	1.12		0.496	0.670	0.863	0.791	0.698
h0a	[-]	1.73	1.55	1.20	0.126	0.00308		0.505	0.932	1.12		0.496	0.670	0.863	0.791	0.698

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 Carbon Fluxes using CRUNCEP climate data

  Version:

1

  Institutions:

Department Biogeochemical Integration, Max Planck Institute for Biogeochemistry, Germany

  Source:

Data generated by Artificial Neural Networks and forced with CRUNCEPv6 meteorological data and MODIS (RS+METEO) ftp://ftp.bgc-jena.mpg.de/pub/outgoing/FluxCom/CarbonFluxes_v1_2017/RS+METEO/CRUNCEPv6/raw/monthly/ ftp://ftp.bgc-jena.mpg.de/pub/outgoing/FluxCom/EnergyFluxes/RS_METEO/member/CRUNCEP_v8/monthly/

  History:

2024-01-18: downloaded ['TER.ANN.CRUNCEPv6.monthly.1980.nc', 'TER.ANN.CRUNCEPv6.monthly.1981.nc', 'TER.ANN.CRUNCEPv6.monthly.1982.nc', 'TER.ANN.CRUNCEPv6.monthly.1983.nc', 'TER.ANN.CRUNCEPv6.monthly.1984.nc', 'TER.ANN.CRUNCEPv6.monthly.1985.nc', 'TER.ANN.CRUNCEPv6.monthly.1986.nc', 'TER.ANN.CRUNCEPv6.monthly.1987.nc', 'TER.ANN.CRUNCEPv6.monthly.1988.nc', 'TER.ANN.CRUNCEPv6.monthly.1989.nc', 'TER.ANN.CRUNCEPv6.monthly.1990.nc', 'TER.ANN.CRUNCEPv6.monthly.1991.nc', 'TER.ANN.CRUNCEPv6.monthly.1992.nc', 'TER.ANN.CRUNCEPv6.monthly.1993.nc', 'TER.ANN.CRUNCEPv6.monthly.1994.nc', 'TER.ANN.CRUNCEPv6.monthly.1995.nc', 'TER.ANN.CRUNCEPv6.monthly.1996.nc', 'TER.ANN.CRUNCEPv6.monthly.1997.nc', 'TER.ANN.CRUNCEPv6.monthly.1998.nc', 'TER.ANN.CRUNCEPv6.monthly.1999.nc', 'TER.ANN.CRUNCEPv6.monthly.2000.nc', 'TER.ANN.CRUNCEPv6.monthly.2001.nc', 'TER.ANN.CRUNCEPv6.monthly.2002.nc', 'TER.ANN.CRUNCEPv6.monthly.2003.nc', 'TER.ANN.CRUNCEPv6.monthly.2004.nc', 'TER.ANN.CRUNCEPv6.monthly.2005.nc', 'TER.ANN.CRUNCEPv6.monthly.2006.nc', 'TER.ANN.CRUNCEPv6.monthly.2007.nc', 'TER.ANN.CRUNCEPv6.monthly.2008.nc', 'TER.ANN.CRUNCEPv6.monthly.2009.nc', 'TER.ANN.CRUNCEPv6.monthly.2010.nc', 'TER.ANN.CRUNCEPv6.monthly.2011.nc', 'TER.ANN.CRUNCEPv6.monthly.2012.nc', 'TER.ANN.CRUNCEPv6.monthly.2013.nc']

2024-04-09: converted to netCDF, additionally we apply a mask where |var|<1e-15 for all time.

  References:

Jung, M., S. Koirala, U. Weber, K. Ichii, F. Gans, Gustau-Camps-Valls, D. Papale, C. Schwalm, G. Tramontana, and M. Reichstein (2019), The FLUXCOM ensemble of global land-atmosphere energy fluxes, Scientific Data, 74, doi:10.1038/s41597-019-0076-8

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

  Coordinates:

lat_bnds lon_bnds