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) [Watt/m2]	Model Period Mean (intersection) [Watt/m2]	Benchmark Period Mean (intersection) [Watt/m2]	Model Period Mean (complement) [Watt/m2]	Benchmark Period Mean (complement) [Watt/m2]		Bias [Watt/m2]	RMSE [Watt/m2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	44.1
CLM5_GSWP3V1	[-]	44.2	43.8	44.2	51.2	12.4		-0.137	12.5	1.76		0.598	0.721	0.744	0.930	0.743
Control	[-]	30.6	29.7	44.2	50.5	12.4		-13.9	23.1	2.67		0.182	0.605	0.575	0.827	0.559
Randomized	[-]	31.7	30.8	44.2	50.8	12.4		-12.8	21.6	2.92		0.219	0.595	0.520	0.869	0.560

	Download Data	Period Mean (original grids) [Watt/m2]	Model Period Mean (intersection) [Watt/m2]	Benchmark Period Mean (intersection) [Watt/m2]	Model Period Mean (complement) [Watt/m2]	Benchmark Period Mean (complement) [Watt/m2]		Bias [Watt/m2]	RMSE [Watt/m2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	57.5
CLM5_GSWP3V1	[-]	51.6	51.7	57.5	66.4	20.8		-5.90	18.9	0.796		0.375	0.562	0.926	0.850	0.655
Control	[-]	32.0	31.9	57.5	64.8	20.8		-25.5	34.9	1.57		0.0757	0.425	0.792	0.931	0.530
Randomized	[-]	32.7	32.6	57.5	66.1	20.8		-24.8	34.8	1.66		0.0823	0.388	0.776	0.938	0.514

	Download Data	Period Mean (original grids) [Watt/m2]	Model Period Mean (intersection) [Watt/m2]	Benchmark Period Mean (intersection) [Watt/m2]	Model Period Mean (complement) [Watt/m2]	Benchmark Period Mean (complement) [Watt/m2]		Bias [Watt/m2]	RMSE [Watt/m2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	52.8
CLM5_GSWP3V1	[-]	55.5	55.3	53.0	60.8	19.6		2.64	16.4	0.714		0.471	0.649	0.918	0.959	0.729
Control	[-]	42.5	42.3	53.0	50.6	19.6		-10.2	21.9	1.51		0.283	0.571	0.781	0.962	0.634
Randomized	[-]	43.4	43.2	53.0	51.3	19.6		-9.31	21.4	1.61		0.307	0.562	0.763	0.965	0.632

	Download Data	Period Mean (original grids) [Watt/m2]	Model Period Mean (intersection) [Watt/m2]	Benchmark Period Mean (intersection) [Watt/m2]	Model Period Mean (complement) [Watt/m2]	Benchmark Period Mean (complement) [Watt/m2]		Bias [Watt/m2]	RMSE [Watt/m2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	18.0
CLM5_GSWP3V1	[-]	15.5	15.9	18.1	7.02	5.64		-2.60	17.8	0.553		0.622	0.351	0.950	0.939	0.643
Control	[-]	-8.07	-7.91	18.1	-11.6	5.64		-26.2	31.1	1.27		0.0102	0.338	0.867	0.103	0.331
Randomized	[-]	-7.62	-7.45	18.1	-11.3	5.64		-25.8	30.6	1.13		0.0113	0.348	0.882	0.100	0.338

	Download Data	Period Mean (original grids) [Watt/m2]	Model Period Mean (intersection) [Watt/m2]	Benchmark Period Mean (intersection) [Watt/m2]	Model Period Mean (complement) [Watt/m2]	Benchmark Period Mean (complement) [Watt/m2]		Bias [Watt/m2]	RMSE [Watt/m2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	22.1
CLM5_GSWP3V1	[-]	29.2	28.2	22.8	34.0	10.8		7.42	13.8	1.39		0.507	0.775	0.790	0.844	0.738
Control	[-]	29.2	27.6	22.8	36.2	10.8		7.65	16.5	2.10		0.488	0.773	0.668	0.477	0.636
Randomized	[-]	28.7	27.3	22.8	35.4	10.8		6.93	15.1	2.09		0.499	0.775	0.668	0.587	0.661

	Download Data	Period Mean (original grids) [Watt/m2]	Model Period Mean (intersection) [Watt/m2]	Benchmark Period Mean (intersection) [Watt/m2]	Model Period Mean (complement) [Watt/m2]	Benchmark Period Mean (complement) [Watt/m2]		Bias [Watt/m2]	RMSE [Watt/m2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	27.0
CLM5_GSWP3V1	[-]	21.5	21.5	27.1	24.6	8.81		-5.38	13.0	0.500		0.549	0.567	0.955	0.962	0.720
Control	[-]	-1.78	-1.81	27.1	4.42	8.81		-28.7	32.4	1.26		0.0141	0.390	0.873	0.393	0.412
Randomized	[-]	-1.46	-1.49	27.1	4.81	8.81		-28.4	32.1	1.18		0.0148	0.396	0.887	0.412	0.421

	Download Data	Period Mean (original grids) [Watt/m2]	Model Period Mean (intersection) [Watt/m2]	Benchmark Period Mean (intersection) [Watt/m2]	Model Period Mean (complement) [Watt/m2]	Benchmark Period Mean (complement) [Watt/m2]		Bias [Watt/m2]	RMSE [Watt/m2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	28.4
CLM5_GSWP3V1	[-]	34.5	34.4	28.4	34.5	10.3		6.02	17.4	0.836		0.451	0.489	0.906	0.937	0.654
Control	[-]	16.3	15.8	28.4	22.0	10.3		-12.5	23.8	1.10		0.133	0.407	0.866	0.861	0.535
Randomized	[-]	16.6	16.1	28.4	22.1	10.3		-12.2	23.5	1.08		0.134	0.405	0.872	0.868	0.537

	Download Data	Period Mean (original grids) [Watt/m2]	Model Period Mean (intersection) [Watt/m2]	Benchmark Period Mean (intersection) [Watt/m2]	Model Period Mean (complement) [Watt/m2]	Benchmark Period Mean (complement) [Watt/m2]		Bias [Watt/m2]	RMSE [Watt/m2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	40.3
CLM5_GSWP3V1	[-]	36.6	36.2	40.6	40.9	11.0		-4.35	19.3	0.911		0.363	0.559	0.899	0.896	0.655
Control	[-]	21.1	20.5	40.6	33.3	11.0		-19.4	30.5	1.94		0.118	0.394	0.705	0.859	0.494
Randomized	[-]	22.1	21.5	40.6	33.7	11.0		-18.5	29.7	1.78		0.131	0.401	0.742	0.854	0.506

	Download Data	Period Mean (original grids) [Watt/m2]	Model Period Mean (intersection) [Watt/m2]	Benchmark Period Mean (intersection) [Watt/m2]	Model Period Mean (complement) [Watt/m2]	Benchmark Period Mean (complement) [Watt/m2]		Bias [Watt/m2]	RMSE [Watt/m2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	15.2
CLM5_GSWP3V1	[-]	6.23	6.65	15.2	-0.969	3.78		-8.80	18.7	0.763		0.444	0.361	0.926	0.910	0.601
Control	[-]	-12.4	-12.3	15.2	-15.5	3.78		-27.7	32.9	1.36		0.000697	0.289	0.860	0.0569	0.299
Randomized	[-]	-12.2	-12.1	15.2	-15.3	3.78		-27.5	32.6	1.33		0.00114	0.292	0.868	0.0605	0.303

	Download Data	Period Mean (original grids) [Watt/m2]	Model Period Mean (intersection) [Watt/m2]	Benchmark Period Mean (intersection) [Watt/m2]	Model Period Mean (complement) [Watt/m2]	Benchmark Period Mean (complement) [Watt/m2]		Bias [Watt/m2]	RMSE [Watt/m2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	56.5
CLM5_GSWP3V1	[-]	60.2	60.7	56.9	49.6	15.0		3.25	13.2	0.533		0.497	0.659	0.962	0.927	0.741
Control	[-]	41.7	42.4	56.9	28.1	15.0		-14.8	22.1	0.761		0.166	0.573	0.936	0.955	0.641
Randomized	[-]	43.4	44.1	56.9	29.0	15.0		-13.1	20.8	0.627		0.207	0.581	0.947	0.960	0.655

	Download Data	Period Mean (original grids) [Watt/m2]	Model Period Mean (intersection) [Watt/m2]	Benchmark Period Mean (intersection) [Watt/m2]	Model Period Mean (complement) [Watt/m2]	Benchmark Period Mean (complement) [Watt/m2]		Bias [Watt/m2]	RMSE [Watt/m2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	20.2
CLM5_GSWP3V1	[-]	19.5	19.1	20.4	29.2	7.08		-0.244	14.5	0.884		0.499	0.527	0.908	0.845	0.661
Control	[-]	4.72	4.38	20.4	12.3	7.08		-15.4	22.8	0.852		0.0981	0.474	0.921	0.671	0.527
Randomized	[-]	5.53	5.22	20.4	12.5	7.08		-14.6	22.3	0.776		0.111	0.466	0.929	0.707	0.536

	Download Data	Period Mean (original grids) [Watt/m2]	Model Period Mean (intersection) [Watt/m2]	Benchmark Period Mean (intersection) [Watt/m2]	Model Period Mean (complement) [Watt/m2]	Benchmark Period Mean (complement) [Watt/m2]		Bias [Watt/m2]	RMSE [Watt/m2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	34.5
CLM5_GSWP3V1	[-]	30.4	36.3	34.7	5.92	11.4		1.63	17.3	0.873		0.467	0.553	0.901	0.927	0.680
Control	[-]	17.0	19.8	34.7	4.89	11.4		-14.6	26.3	1.51		0.155	0.466	0.798	0.816	0.540
Randomized	[-]	17.4	20.4	34.7	4.88	11.4		-14.0	25.8	1.47		0.168	0.464	0.805	0.823	0.545

	Download Data	Period Mean (original grids) [Watt/m2]	Model Period Mean (intersection) [Watt/m2]	Benchmark Period Mean (intersection) [Watt/m2]	Model Period Mean (complement) [Watt/m2]	Benchmark Period Mean (complement) [Watt/m2]		Bias [Watt/m2]	RMSE [Watt/m2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	22.7
CLM5_GSWP3V1	[-]	45.4	48.0	22.7	43.0	18.5		26.0	35.9	1.26		0.139	0.349	0.840	0.778	0.491
Control	[-]	31.6	35.8	22.7	27.7	18.5		14.0	32.4	1.38		0.119	0.361	0.825	0.750	0.483
Randomized	[-]	31.9	36.3	22.7	27.8	18.5		14.5	32.5	1.43		0.120	0.359	0.817	0.752	0.481

	Download Data	Period Mean (original grids) [Watt/m2]	Model Period Mean (intersection) [Watt/m2]	Benchmark Period Mean (intersection) [Watt/m2]	Model Period Mean (complement) [Watt/m2]	Benchmark Period Mean (complement) [Watt/m2]		Bias [Watt/m2]	RMSE [Watt/m2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	17.0
CLM5_GSWP3V1	[-]	9.16	9.68	17.0	0.559	4.51		-7.80	19.5	0.910		0.456	0.332	0.910	0.895	0.585
Control	[-]	-9.34	-9.16	17.0	-12.3	4.51		-26.4	31.4	1.33		0.0197	0.341	0.858	0.112	0.334
Randomized	[-]	-9.22	-9.03	17.0	-12.1	4.51		-26.3	31.3	1.28		0.0205	0.340	0.865	0.109	0.335

	Download Data	Period Mean (original grids) [Watt/m2]	Model Period Mean (intersection) [Watt/m2]	Benchmark Period Mean (intersection) [Watt/m2]	Model Period Mean (complement) [Watt/m2]	Benchmark Period Mean (complement) [Watt/m2]		Bias [Watt/m2]	RMSE [Watt/m2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	47.7
CLM5_GSWP3V1	[-]	49.8	49.4	48.2	55.3	15.9		0.959	19.4	0.669		0.359	0.626	0.920	0.909	0.688
Control	[-]	33.7	32.5	48.2	45.8	15.9		-14.6	26.8	1.20		0.233	0.556	0.838	0.807	0.598
Randomized	[-]	33.9	32.8	48.2	45.4	15.9		-14.4	26.4	1.23		0.236	0.565	0.837	0.759	0.592

	Download Data	Period Mean (original grids) [Watt/m2]	Model Period Mean (intersection) [Watt/m2]	Benchmark Period Mean (intersection) [Watt/m2]	Model Period Mean (complement) [Watt/m2]	Benchmark Period Mean (complement) [Watt/m2]		Bias [Watt/m2]	RMSE [Watt/m2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	28.6
CLM5_GSWP3V1	[-]	29.3	29.2	28.7	31.1	12.1		0.632	11.5	0.614		0.636	0.576	0.935	0.962	0.737
Control	[-]	10.5	10.3	28.7	17.7	12.1		-18.0	22.4	1.08		0.100	0.495	0.871	0.900	0.572
Randomized	[-]	11.2	11.0	28.7	18.0	12.1		-17.2	22.1	1.06		0.119	0.470	0.871	0.894	0.565

	Download Data	Period Mean (original grids) [Watt/m2]	Model Period Mean (intersection) [Watt/m2]	Benchmark Period Mean (intersection) [Watt/m2]	Model Period Mean (complement) [Watt/m2]	Benchmark Period Mean (complement) [Watt/m2]		Bias [Watt/m2]	RMSE [Watt/m2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	26.7
CLM5_GSWP3V1	[-]	24.1	24.1	26.9	24.0	8.98		-2.75	14.5	0.665		0.544	0.478	0.937	0.970	0.681
Control	[-]	1.47	1.41	26.9	4.36	8.98		-25.4	29.8	1.17		0.0503	0.412	0.888	0.573	0.467
Randomized	[-]	2.10	2.04	26.9	4.69	8.98		-24.8	29.3	1.34		0.0533	0.411	0.858	0.615	0.470

	Download Data	Period Mean (original grids) [Watt/m2]	Model Period Mean (intersection) [Watt/m2]	Benchmark Period Mean (intersection) [Watt/m2]	Model Period Mean (complement) [Watt/m2]	Benchmark Period Mean (complement) [Watt/m2]		Bias [Watt/m2]	RMSE [Watt/m2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	49.7
CLM5_GSWP3V1	[-]	44.4	44.1	49.8	65.5	11.0		-5.66	14.8	0.769		0.451	0.535	0.922	0.897	0.668
Control	[-]	21.5	21.3	49.8	50.9	11.0		-28.3	31.6	0.780		0.0241	0.455	0.918	0.916	0.553
Randomized	[-]	21.6	21.4	49.8	49.7	11.0		-28.2	31.7	0.789		0.0272	0.436	0.919	0.915	0.546

	Download Data	Period Mean (original grids) [Watt/m2]	Model Period Mean (intersection) [Watt/m2]	Benchmark Period Mean (intersection) [Watt/m2]	Model Period Mean (complement) [Watt/m2]	Benchmark Period Mean (complement) [Watt/m2]		Bias [Watt/m2]	RMSE [Watt/m2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	30.2
CLM5_GSWP3V1	[-]	28.0	28.0	30.3	43.6	13.0		-1.74	10.9	1.37		0.646	0.785	0.816	0.665	0.739
Control	[-]	22.8	22.8	30.3	39.0	13.0		-6.96	18.1	3.51		0.414	0.633	0.402	0.477	0.512
Randomized	[-]	23.3	23.2	30.3	37.5	13.0		-6.52	16.3	3.18		0.469	0.651	0.477	0.593	0.568

	Download Data	Period Mean (original grids) [Watt/m2]	Model Period Mean (intersection) [Watt/m2]	Benchmark Period Mean (intersection) [Watt/m2]	Model Period Mean (complement) [Watt/m2]	Benchmark Period Mean (complement) [Watt/m2]		Bias [Watt/m2]	RMSE [Watt/m2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	40.3
CLM5_GSWP3V1	[-]	42.3	42.5	40.4	38.1	9.36		2.10	11.7	0.887		0.572	0.732	0.903	0.810	0.750
Control	[-]	31.4	31.6	40.4	31.3	9.36		-8.67	16.7	2.24		0.407	0.596	0.655	0.876	0.626
Randomized	[-]	31.3	31.4	40.4	32.1	9.36		-8.83	16.7	2.06		0.401	0.599	0.690	0.879	0.634

	Download Data	Period Mean (original grids) [Watt/m2]	Model Period Mean (intersection) [Watt/m2]	Benchmark Period Mean (intersection) [Watt/m2]	Model Period Mean (complement) [Watt/m2]	Benchmark Period Mean (complement) [Watt/m2]		Bias [Watt/m2]	RMSE [Watt/m2]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	41.5
CLM5_GSWP3V1	[-]	61.9	61.1	42.0	68.7	6.56		17.6	32.7	0.800		0.227	0.384	0.929	0.823	0.549
Control	[-]	44.3	43.4	42.0	52.5	6.56		-0.179	33.9	0.856		0.142	0.330	0.919	0.808	0.506
Randomized	[-]	44.2	43.5	42.0	52.4	6.56		-0.122	33.5	0.754		0.167	0.321	0.929	0.823	0.512

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 15:54:11 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 MJoule*m-2*d-1 to Watt/m2.

  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-sh-GBAF.ncl