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 Globe 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]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (intersection) [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	[-]	1.30
CRUNCEPv7	[-]	0.320	0.337	0.00465	1.30	0.000524		-0.607	0.996	2.73		0.0544	0.174	0.583	0.121	0.221
GSWP3v1	[-]	0.286	0.299	0.00485	1.30	0.000524		-0.630	0.998	2.72		0.0466	0.208	0.569	0.0925	0.225
WATCH	[-]	0.285	0.291	0.00384	1.30	0.000525		-0.635	1.02	3.24		0.0415	0.131	0.415	0.0834	0.160

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (intersection) [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	[-]	0.184
CRUNCEPv7	[-]	0.370	0.346	0.000862	0.184	0.000637		0.0653	0.825	2.37		1.31	0.533	-0.0224	0.115	0.494
GSWP3v1	[-]	0.336	0.318	0.000670	0.184	0.000637		0.0543	0.812	2.33		1.22	0.549	0.314	0.0677	0.539
WATCH	[-]	0.285	0.274	0.000602	0.165	0.000608		0.0446	0.873	2.69		1.22	0.277	-0.439	0.0426	0.276

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (intersection) [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	[-]	2.55
CRUNCEPv7	[-]	0.650	0.638	0.0118	2.55	0.00428		-0.577	0.989	2.45		0.180	0.297	0.479	0.105	0.272
GSWP3v1	[-]	0.543	0.529	0.0117	2.55	0.00428		-0.611	0.985	2.36		0.168	0.333	0.503	0.0584	0.279
WATCH	[-]	0.437	0.425	0.0104	2.59	0.00442		-0.654	1.02	2.80		0.156	0.332	0.401	0.0362	0.251

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (intersection) [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	[-]	0.0114
CRUNCEPv7	[-]	0.0451	0.0450	0.000508	0.0112	0.000146		0.0306	0.775	0.429		2.51	0.536	1.48	0.386	1.09
GSWP3v1	[-]	0.0680	0.0678	0.000595	0.0112	0.000146		0.0504	0.649	0.322		2.68	1.38	1.35	0.435	1.45
WATCH	[-]	0.0241	0.0239	0.000620	0.0128	0.000156		0.0108	0.641	0.365		2.05	0.716	1.41	0.150	1.01

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (intersection) [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	[-]	1.09
CRUNCEPv7	[-]	0.298	0.258	0.0394	1.06	0.0305		-0.711	0.901	2.14		0.0504	0.181	0.689	0.208	0.262
GSWP3v1	[-]	0.279	0.238	0.0395	1.06	0.0305		-0.731	0.895	2.21		0.0458	0.180	0.669	0.193	0.254
WATCH	[-]	0.214	0.183	0.0304	1.06	0.0306		-0.800	0.940	2.37		0.0348	0.144	0.636	0.160	0.224

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (intersection) [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	[-]	0.881
CRUNCEPv7	[-]	0.623	0.604	0.00255	0.880	0.000520		-0.0837	0.876	0.433		0.820	0.441	0.974	0.646	0.664
GSWP3v1	[-]	0.473	0.456	0.00251	0.880	0.000520		-0.130	0.720	0.523		0.800	0.497	0.967	0.427	0.638
WATCH	[-]	0.370	0.354	0.00229	0.903	0.000518		-0.167	0.635	0.380		0.772	0.533	0.975	0.368	0.636

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (intersection) [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	[-]	1.44
CRUNCEPv7	[-]	1.01	1.01	0.0184	1.44	-0.00125		-0.0624	0.695	1.84		0.724	0.488	0.941	0.362	0.601
GSWP3v1	[-]	0.899	0.891	0.0180	1.44	-0.00125		-0.0806	0.645	1.89		0.694	0.537	0.962	0.278	0.602
WATCH	[-]	0.782	0.776	0.0164	1.47	-0.00150		-0.103	0.694	1.79		0.661	0.546	0.970	0.263	0.597

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (intersection) [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	[-]	1.10
CRUNCEPv7	[-]	0.569	0.543	0.0212	1.09	0.00674		-0.205	1.00	3.20		0.295	0.231	0.527	0.182	0.293
GSWP3v1	[-]	0.552	0.527	0.0214	1.09	0.00674		-0.212	1.01	3.41		0.286	0.253	0.473	0.141	0.281
WATCH	[-]	0.476	0.454	0.0189	1.07	0.00681		-0.236	1.05	3.34		0.257	0.241	0.534	0.0964	0.274

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (intersection) [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	[-]	-0.0283
CRUNCEPv7	[-]	0.0312	0.0325	0.000333	-0.0281	-0.000156		0.0468	0.975	0.303		-0.251	-0.234	0.945	0.322	0.109
GSWP3v1	[-]	0.0456	0.0472	0.000382	-0.0281	-0.000156		0.0585	0.756	0.272		-0.288	-0.567	0.989	0.453	0.00412
WATCH	[-]	0.0131	0.0139	0.000404	-0.0240	-0.000147		0.0283	0.554	0.476		-0.306	-0.320	0.786	0.0953	-0.0128

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (intersection) [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	[-]	-0.545
CRUNCEPv7	[-]	0.190	0.171	0.0185	-0.550	0.00575		0.254	0.643	1.85		-0.188	0.0777	0.527	0.0725	0.113
GSWP3v1	[-]	0.163	0.147	0.0154	-0.550	0.00575		0.244	0.630	1.75		-0.167	0.0556	0.587	0.0407	0.114
WATCH	[-]	0.180	0.163	0.0161	-0.514	0.00583		0.237	0.639	1.88		-0.195	0.0182	0.453	0.0380	0.0666

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (intersection) [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	[-]	1.00
CRUNCEPv7	[-]	0.560	0.540	0.0156	0.994	0.00608		-0.204	1.18	0.296		0.766	0.456	0.982	0.561	0.644
GSWP3v1	[-]	0.461	0.443	0.0144	0.994	0.00608		-0.255	0.993	0.292		0.731	0.538	0.983	0.421	0.642
WATCH	[-]	0.413	0.395	0.0138	1.00	0.00611		-0.284	0.900	0.316		0.713	0.558	0.983	0.374	0.637

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (intersection) [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
CRUNCEPv7	[-]	7.35	7.15	0.201	17.0	0.111		-0.206	0.854	1.69		0.353	0.333	0.718	0.195	0.386
GSWP3v1	[-]	6.55	6.35	0.196	17.0	0.111		-0.224	0.796	1.76		0.340	0.362	0.666	0.145	0.375
WATCH	[-]	5.60	5.42	0.175	17.2	0.111		-0.249	0.797	1.80		0.326	0.365	0.675	0.122	0.370

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (intersection) [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	[-]	-0.413
CRUNCEPv7	[-]	0.114	0.108	0.00638	-0.410	-0.00273		0.174	0.408	2.56		-0.0507	0.0498	0.592	0.129	0.154
GSWP3v1	[-]	0.109	0.104	0.00626	-0.410	-0.00273		0.173	0.387	2.44		-0.0487	0.0616	0.604	0.115	0.159
WATCH	[-]	0.118	0.114	0.00615	-0.408	-0.00273		0.175	0.418	2.75		-0.0529	0.0312	0.525	0.108	0.129

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (intersection) [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	[-]	-0.223
CRUNCEPv7	[-]	0.0560	0.0559	0.000798	-0.223	-0.000381		0.118	0.718	0.805		0.0278	0.205	0.827	0.169	0.287
GSWP3v1	[-]	0.0647	0.0636	0.000818	-0.223	-0.000381		0.121	0.581	0.783		0.0217	0.204	0.826	0.143	0.280
WATCH	[-]	0.0264	0.0251	0.000660	-0.218	-0.000372		0.103	0.521	0.919		0.0304	0.194	0.771	0.172	0.272

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (intersection) [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	[-]	0.603
CRUNCEPv7	[-]	0.207	0.188	0.0158	0.600	0.00308		-0.368	0.815	2.22		0.211	0.259	0.664	0.182	0.315
GSWP3v1	[-]	0.194	0.176	0.0153	0.600	0.00308		-0.381	0.795	2.27		0.203	0.290	0.694	0.151	0.326
WATCH	[-]	0.181	0.165	0.0138	0.598	0.00310		-0.392	0.813	2.52		0.192	0.286	0.602	0.139	0.301

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (intersection) [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	[-]	1.18
CRUNCEPv7	[-]	0.497	0.481	0.00651	1.18	0.000875		-0.478	1.20	0.602		0.594	0.518	0.955	0.285	0.574
GSWP3v1	[-]	0.450	0.434	0.00648	1.18	0.000875		-0.511	1.14	0.527		0.578	0.551	0.959	0.289	0.586
WATCH	[-]	0.437	0.423	0.00610	1.19	0.000887		-0.524	1.08	0.463		0.587	0.567	0.963	0.197	0.576

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (intersection) [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	[-]	0.411
CRUNCEPv7	[-]	0.339	0.337	0.00199	0.406	0.00483		-0.0331	0.999	0.560		0.693	0.380	0.954	0.621	0.605
GSWP3v1	[-]	0.277	0.276	0.00217	0.406	0.00483		-0.0651	0.766	0.663		0.707	0.450	0.929	0.442	0.596
WATCH	[-]	0.236	0.235	0.00207	0.417	0.00482		-0.0910	0.732	0.576		0.697	0.476	0.957	0.433	0.608

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (intersection) [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	[-]	0.179
CRUNCEPv7	[-]	0.135	0.144	0.000853	0.178	0.00105		-0.0190	0.617	1.10		0.855	0.519	1.23	0.220	0.669
GSWP3v1	[-]	0.142	0.151	0.000657	0.178	0.00105		-0.0138	0.613	1.09		0.852	0.563	1.21	0.206	0.680
WATCH	[-]	0.139	0.147	0.000655	0.183	0.00104		-0.0207	0.627	1.00		0.841	0.529	1.23	0.181	0.661

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (intersection) [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	[-]	3.99
CRUNCEPv7	[-]	0.778	0.771	0.00385	3.99	0.00401		-1.04	1.16	2.47		0.0279	0.206	0.612	0.331	0.276
GSWP3v1	[-]	0.698	0.691	0.00325	3.99	0.00401		-1.07	1.18	3.45		0.0264	0.177	0.403	0.310	0.219
WATCH	[-]	0.552	0.547	0.00235	3.99	0.00405		-1.12	1.22	2.87		0.0217	0.200	0.528	0.359	0.262

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (intersection) [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	[-]	2.26
CRUNCEPv7	[-]	0.448	0.448	0.00709	2.26	0.000612		-0.761	1.10	1.49		0.317	0.357	0.796	0.294	0.424
GSWP3v1	[-]	0.415	0.415	0.00833	2.26	0.000612		-0.775	1.06	1.60		0.311	0.397	0.775	0.292	0.434
WATCH	[-]	0.356	0.354	0.00708	2.28	0.000613		-0.809	1.06	1.40		0.294	0.424	0.813	0.243	0.440

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (intersection) [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	[-]	0.0847
CRUNCEPv7	[-]	0.0955	0.0885	0.00257	0.0819	0.00275		0.0125	0.574	1.74		0.951	0.582	1.14	0.163	0.684
GSWP3v1	[-]	0.0805	0.0738	0.00285	0.0819	0.00275		-0.00295	0.581	1.76		0.883	0.869	0.857	0.116	0.719
WATCH	[-]	0.0606	0.0546	0.00277	0.0843	0.00275		-0.0228	0.593	1.98		0.816	0.752	0.781	0.0981	0.640

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 Globe 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

  creation_date: Thu Jul 30 15:10:46 PDT 2015

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

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

  title: derived GBAF in 0.5x0.5

  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-nee-GBAF.ncl