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	[-]	6.03
CLM5_GSWP3V1	[-]	7.13	7.14	6.02	0.223	0.00530		0.850	1.38	2.09		0.509	0.721	0.660	0.900	0.702
Control	[-]	6.45	6.47	6.02	0.189	0.00530		0.407	1.21	2.28		0.535	0.768	0.637	0.910	0.724
Randomized	[-]	7.04	7.07	6.02	0.199	0.00530		0.790	1.35	2.07		0.474	0.768	0.673	0.905	0.718

	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	[-]	4.84
CLM5_GSWP3V1	[-]	4.15	3.88	4.83	0.0273	0.00451		-0.362	1.35	1.17		0.477	0.489	0.857	0.914	0.645
Control	[-]	3.70	3.50	4.83	0.0162	0.00451		-0.532	1.05	1.12		0.560	0.625	0.873	0.945	0.726
Randomized	[-]	4.15	3.92	4.83	0.0171	0.00451		-0.357	1.01	1.21		0.611	0.601	0.865	0.958	0.727

	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	[-]	7.67
CLM5_GSWP3V1	[-]	6.47	6.06	7.65	0.348	0.0194		-0.329	1.42	1.29		0.468	0.672	0.840	0.814	0.693
Control	[-]	5.68	5.31	7.65	0.296	0.0194		-0.579	1.30	1.23		0.473	0.695	0.844	0.879	0.717
Randomized	[-]	6.28	5.89	7.65	0.312	0.0194		-0.396	1.25	1.25		0.512	0.695	0.844	0.857	0.721

	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	[-]	0.268
CLM5_GSWP3V1	[-]	1.24	1.20	0.266	0.0401	0.00214		0.877	1.59	0.224		0.107	0.128	0.979	0.475	0.364
Control	[-]	1.27	1.26	0.266	0.0171	0.00214		0.892	1.76	0.423		0.184	0.0846	0.959	0.332	0.329
Randomized	[-]	1.44	1.43	0.266	0.0195	0.00214		1.04	1.93	0.388		0.173	0.0769	0.963	0.292	0.316

	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	[-]	5.87
CLM5_GSWP3V1	[-]	6.44	5.39	5.72	1.00	0.154		1.44	1.97	2.21		0.559	0.898	0.657	0.401	0.682
Control	[-]	5.59	4.73	5.72	0.836	0.154		0.511	1.87	2.33		0.554	0.891	0.634	0.808	0.756
Randomized	[-]	5.69	4.81	5.72	0.851	0.154		0.642	1.89	2.42		0.555	0.896	0.619	0.773	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	[-]	4.81
CLM5_GSWP3V1	[-]	6.96	6.70	4.80	0.0809	0.00239		0.612	1.28	0.313		0.328	0.366	0.979	0.816	0.571
Control	[-]	7.11	6.85	4.80	0.0705	0.00239		0.652	1.23	0.0634		0.339	0.314	0.996	0.960	0.585
Randomized	[-]	7.34	7.07	4.80	0.0719	0.00239		0.721	1.26	0.0929		0.317	0.313	0.994	0.960	0.579

	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	[-]	8.54
CLM5_GSWP3V1	[-]	11.0	10.8	8.53	0.352	0.00868		0.442	0.849	0.803		0.554	0.625	0.919	0.913	0.727
Control	[-]	11.2	11.0	8.53	0.345	0.00868		0.458	0.989	0.845		0.476	0.512	0.911	0.953	0.673
Randomized	[-]	11.8	11.6	8.53	0.354	0.00868		0.545	1.07	0.856		0.452	0.482	0.911	0.950	0.655

	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	[-]	6.81
CLM5_GSWP3V1	[-]	7.11	6.46	6.77	0.483	0.0385		0.297	1.40	2.10		0.543	0.693	0.680	0.874	0.697
Control	[-]	6.79	6.24	6.77	0.450	0.0385		0.190	1.14	2.03		0.611	0.753	0.692	0.907	0.743
Randomized	[-]	6.87	6.31	6.77	0.460	0.0385		0.225	1.16	1.98		0.612	0.745	0.703	0.906	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	[-]	0.433
CLM5_GSWP3V1	[-]	1.59	1.62	0.432	0.0241	0.000674		0.982	1.46	0.255		0.136	0.151	0.977	0.666	0.417
Control	[-]	0.607	0.639	0.432	0.00233	0.000674		0.183	1.39	0.838		0.363	0.0836	0.914	0.641	0.417
Randomized	[-]	0.699	0.732	0.432	0.00258	0.000674		0.257	1.44	0.869		0.355	0.0837	0.905	0.572	0.400

	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	[-]	3.22
CLM5_GSWP3V1	[-]	4.71	4.14	3.19	0.540	0.0315		0.592	0.877	1.48		0.623	0.730	0.802	0.569	0.691
Control	[-]	4.55	4.04	3.19	0.479	0.0315		0.521	0.749	1.39		0.640	0.757	0.812	0.707	0.735
Randomized	[-]	4.50	3.99	3.19	0.480	0.0315		0.505	0.747	1.27		0.666	0.752	0.828	0.679	0.735

	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	[-]	4.41
CLM5_GSWP3V1	[-]	4.84	4.56	4.39	0.214	0.0266		0.441	1.08	0.403		0.490	0.555	0.971	0.953	0.705
Control	[-]	4.67	4.37	4.39	0.232	0.0266		0.367	1.09	0.476		0.527	0.527	0.964	0.958	0.701
Randomized	[-]	4.86	4.56	4.39	0.239	0.0266		0.471	1.12	0.465		0.508	0.523	0.965	0.955	0.695

	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	[-]	93.9
CLM5_GSWP3V1	[-]	114.	109.	93.5	4.76	0.380		0.523	1.23	1.12		0.461	0.591	0.854	0.926	0.684
Control	[-]	102.	97.7	93.5	4.13	0.380		0.259	1.15	1.14		0.497	0.585	0.850	0.943	0.692
Randomized	[-]	107.	103.	93.5	4.23	0.380		0.377	1.17	1.13		0.494	0.577	0.853	0.941	0.688

	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	[-]	0.942
CLM5_GSWP3V1	[-]	1.71	1.65	0.938	0.0851	0.00457		0.296	0.487	1.76		0.671	0.731	0.735	0.809	0.735
Control	[-]	1.72	1.66	0.938	0.0772	0.00457		0.298	0.490	1.79		0.683	0.736	0.734	0.772	0.732
Randomized	[-]	1.78	1.72	0.938	0.0742	0.00457		0.316	0.514	1.83		0.671	0.721	0.731	0.751	0.719

	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	[-]	1.28
CLM5_GSWP3V1	[-]	2.76	2.66	1.28	0.0718	0.00304		0.649	1.27	0.825		0.341	0.285	0.890	0.437	0.448
Control	[-]	2.36	2.32	1.28	0.0392	0.00304		0.474	1.26	0.588		0.404	0.306	0.937	0.390	0.469
Randomized	[-]	2.47	2.43	1.28	0.0407	0.00304		0.523	1.32	0.556		0.398	0.298	0.940	0.365	0.460

	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	[-]	2.84
CLM5_GSWP3V1	[-]	3.24	2.73	2.81	0.428	0.0214		0.731	1.53	1.53		0.483	0.731	0.791	0.851	0.718
Control	[-]	2.80	2.38	2.81	0.354	0.0214		0.268	1.33	1.52		0.502	0.767	0.789	0.914	0.748
Randomized	[-]	2.95	2.51	2.81	0.371	0.0214		0.417	1.36	1.54		0.488	0.757	0.788	0.917	0.741

	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	[-]	3.76
CLM5_GSWP3V1	[-]	5.09	4.84	3.75	0.155	0.00457		0.930	1.24	0.597		0.325	0.586	0.954	0.958	0.682
Control	[-]	4.11	3.90	3.75	0.134	0.00457		0.264	0.977	0.588		0.622	0.593	0.952	0.949	0.742
Randomized	[-]	4.14	3.93	3.75	0.135	0.00457		0.285	0.995	0.595		0.616	0.585	0.953	0.949	0.738

	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	[-]	2.78
CLM5_GSWP3V1	[-]	5.25	5.20	2.76	0.0790	0.0181		1.39	1.80	0.292		0.136	0.312	0.976	0.750	0.497
Control	[-]	4.79	4.74	2.76	0.0642	0.0181		1.13	1.58	0.166		0.226	0.373	0.987	0.702	0.532
Randomized	[-]	4.82	4.76	2.76	0.0643	0.0181		1.14	1.61	0.179		0.219	0.358	0.986	0.715	0.527

	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	[-]	1.53
CLM5_GSWP3V1	[-]	1.76	1.85	1.52	0.0138	0.00362		0.279	0.757	0.840		0.496	0.664	0.909	0.834	0.713
Control	[-]	1.53	1.59	1.52	0.0100	0.00362		0.0944	0.656	0.903		0.582	0.685	0.889	0.910	0.750
Randomized	[-]	1.64	1.71	1.52	0.0107	0.00362		0.179	0.733	0.810		0.528	0.651	0.908	0.900	0.728

	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	[-]	18.7
CLM5_GSWP3V1	[-]	20.5	20.2	18.7	0.172	0.0172		0.685	1.43	1.84		0.598	0.817	0.730	0.980	0.789
Control	[-]	18.2	18.0	18.7	0.153	0.0172		-0.0530	1.46	2.11		0.605	0.784	0.682	0.949	0.761
Randomized	[-]	19.2	19.0	18.7	0.161	0.0172		0.277	1.40	1.97		0.615	0.810	0.702	0.966	0.781

	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
CLM5_GSWP3V1	[-]	10.0	9.88	8.11	0.334	0.00281		0.876	1.88	1.13		0.330	0.728	0.883	0.527	0.639
Control	[-]	7.26	7.14	8.11	0.278	0.00281		-0.296	1.40	1.20		0.470	0.726	0.863	0.704	0.698
Randomized	[-]	8.09	7.97	8.11	0.286	0.00281		0.0566	1.39	1.30		0.486	0.728	0.855	0.683	0.696

	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	[-]	1.01
CLM5_GSWP3V1	[-]	1.72	1.60	0.996	0.0751	0.0112		0.782	1.10	1.43		0.406	0.626	0.803	0.726	0.637
Control	[-]	1.63	1.50	0.996	0.0732	0.0112		0.615	1.18	1.59		0.331	0.588	0.780	0.810	0.619
Randomized	[-]	1.66	1.51	0.996	0.0742	0.0112		0.631	1.17	1.65		0.334	0.589	0.771	0.809	0.618

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:

derived GBAF in 0.5x0.5

  Source_file:

This product is generated from monthly Global Biosphere Amtospher Flux (GBAF) observations

  Conventions:

Please contact Prof. James Randerson (Email: jranders@uci.edu) or Dr. Mingquan Mu (mmu@uci.edu) for any question

  Creation_date:

Tue Jul 28 16:12:17 PDT 2015

  Approach:

I read this variable from data file, and then save the data in NetCDF format by each month and each year. Meanwhile, I also converted the unit from gC/m2/day to KgC/m2/day.

  Temporal resolution:

monthly

  General information:

This product was derived from Monthly estimates of global biosphere-atmosphere fluxes from Biogeochemistry group at Max Planck Institute in Jena, Germany.

  Spatial resolution:

0.5x0.5 degree

  Derived data code:

http://redwood.ess.uci.edu/mingquan/www/ILAMB/Download/CODES/CODES/subroutines/convert/convert-reco-GBAF.ncl