Australia Boreal Asia Boreal North America Central America Central Asia Equatorial Asia Europe Globe Middle East Northern Hemisphere Africa Northern Hemisphere South America Southeast Asia Southern Hemisphere Africa Southern Hemisphere South America Temperate North America

	Download Data	Period Mean (original grids) [Watt/m2]	Model Period Mean (intersection) [Watt/m2]	Model Period Mean (complement) [Watt/m2]	Benchmark Period Mean (intersection) [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	[-]	57.7
CRUNCEPv7	[-]	65.9	66.2	60.3	58.3	14.0		7.73	18.1	0.603		0.70	0.56	0.95	0.94	0.74
GSWP3v1	[-]	60.8	61.0	58.0	58.3	14.0		2.51	15.4	0.540		0.71	0.62	0.96	0.85	0.75
WATCH	[-]	70.0	70.4	59.8	58.2	13.9		11.7	20.1	0.570		0.62	0.56	0.96	0.95	0.73

	Download Data	Period Mean (original grids) [Watt/m2]	Model Period Mean (intersection) [Watt/m2]	Model Period Mean (complement) [Watt/m2]	Benchmark Period Mean (intersection) [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	[-]	22.4
CRUNCEPv7	[-]	2.50	2.62	-3.61	22.4	5.29		-19.9	25.1	0.872		0.47	0.58	0.91	0.69	0.64
GSWP3v1	[-]	14.8	15.0	8.18	22.4	5.29		-7.46	17.8	0.543		0.72	0.58	0.95	0.93	0.75
WATCH	[-]	8.68	8.75	5.80	22.5	5.32		-13.7	21.1	0.602		0.58	0.56	0.95	0.91	0.71

	Download Data	Period Mean (original grids) [Watt/m2]	Model Period Mean (intersection) [Watt/m2]	Model Period Mean (complement) [Watt/m2]	Benchmark Period Mean (intersection) [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	[-]	20.5
CRUNCEPv7	[-]	4.06	5.04	-11.7	20.7	5.53		-16.3	23.4	1.04		0.56	0.59	0.89	0.70	0.67
GSWP3v1	[-]	13.8	14.6	-0.502	20.7	5.53		-6.66	19.2	0.843		0.74	0.56	0.92	0.93	0.74
WATCH	[-]	11.0	11.9	-2.46	20.8	5.54		-9.24	19.5	0.858		0.70	0.59	0.93	0.84	0.73

	Download Data	Period Mean (original grids) [Watt/m2]	Model Period Mean (intersection) [Watt/m2]	Model Period Mean (complement) [Watt/m2]	Benchmark Period Mean (intersection) [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	[-]	47.9
CRUNCEPv7	[-]	53.0	52.3	59.7	48.2	17.4		4.30	23.2	0.604		0.48	0.51	0.95	0.66	0.62
GSWP3v1	[-]	49.1	48.6	53.5	48.2	17.4		0.132	19.7	0.612		0.53	0.53	0.94	0.90	0.69
WATCH	[-]	50.7	50.3	53.8	48.3	17.5		1.64	18.0	0.576		0.58	0.55	0.96	0.94	0.72

	Download Data	Period Mean (original grids) [Watt/m2]	Model Period Mean (intersection) [Watt/m2]	Model Period Mean (complement) [Watt/m2]	Benchmark Period Mean (intersection) [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	[-]	29.3
CRUNCEPv7	[-]	36.5	36.2	42.9	29.4	23.2		6.76	22.5	0.923		0.68	0.51	0.90	0.92	0.70
GSWP3v1	[-]	36.1	36.0	40.8	29.4	23.2		6.59	20.4	0.735		0.69	0.54	0.93	0.92	0.73
WATCH	[-]	32.2	31.8	41.9	29.4	23.2		2.38	21.7	0.791		0.62	0.53	0.93	0.91	0.71

	Download Data	Period Mean (original grids) [Watt/m2]	Model Period Mean (intersection) [Watt/m2]	Model Period Mean (complement) [Watt/m2]	Benchmark Period Mean (intersection) [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	[-]	21.4
CRUNCEPv7	[-]	30.6	28.8	39.4	22.4	9.98		9.48	22.8	1.72		0.13	0.15	0.74	0.44	0.32
GSWP3v1	[-]	33.1	31.9	39.0	22.4	9.98		11.6	17.3	1.32		0.29	0.20	0.80	0.87	0.47
WATCH	[-]	27.6	27.1	29.9	22.5	10.0		5.63	14.5	1.65		0.35	0.16	0.75	0.93	0.47

	Download Data	Period Mean (original grids) [Watt/m2]	Model Period Mean (intersection) [Watt/m2]	Model Period Mean (complement) [Watt/m2]	Benchmark Period Mean (intersection) [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	[-]	21.0
CRUNCEPv7	[-]	23.5	22.6	32.6	21.2	7.17		2.37	22.7	0.735		0.68	0.47	0.92	0.62	0.63
GSWP3v1	[-]	21.3	20.1	34.9	21.2	7.17		0.338	16.7	0.812		0.71	0.59	0.92	0.80	0.73
WATCH	[-]	15.1	14.5	22.9	21.3	7.20		-5.95	16.9	0.763		0.63	0.61	0.92	0.92	0.74

	Download Data	Period Mean (original grids) [Watt/m2]	Model Period Mean (intersection) [Watt/m2]	Model Period Mean (complement) [Watt/m2]	Benchmark Period Mean (intersection) [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	[-]	34.4
CRUNCEPv7	[-]	32.2	37.2	11.2	34.6	11.5		2.60	22.5	1.02		0.56	0.46	0.89	0.79	0.63
GSWP3v1	[-]	31.0	36.8	6.87	34.6	11.5		2.16	19.1	0.881		0.60	0.49	0.91	0.92	0.68
WATCH	[-]	28.3	34.3	3.41	34.7	11.5		-0.436	20.1	0.948		0.54	0.48	0.90	0.90	0.66

	Download Data	Period Mean (original grids) [Watt/m2]	Model Period Mean (intersection) [Watt/m2]	Model Period Mean (complement) [Watt/m2]	Benchmark Period Mean (intersection) [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	[-]	23.6
CRUNCEPv7	[-]	54.7	55.0	54.0	23.7	16.0		32.3	41.1	1.10		0.57	0.48	0.95	0.73	0.64
GSWP3v1	[-]	44.0	44.7	42.9	23.7	16.0		22.2	33.9	0.964		0.56	0.53	0.96	0.73	0.66
WATCH	[-]	33.9	34.0	33.2	23.7	16.1		10.9	31.2	1.17		0.47	0.53	0.94	0.63	0.62

	Download Data	Period Mean (original grids) [Watt/m2]	Model Period Mean (intersection) [Watt/m2]	Model Period Mean (complement) [Watt/m2]	Benchmark Period Mean (intersection) [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	[-]	50.2
CRUNCEPv7	[-]	57.1	58.5	50.4	50.2	16.4		8.51	23.9	1.40		0.50	0.34	0.84	0.95	0.59
GSWP3v1	[-]	48.9	50.6	39.8	50.2	16.4		0.502	21.1	1.11		0.46	0.39	0.89	0.84	0.60
WATCH	[-]	36.8	38.0	30.9	50.3	16.4		-12.1	26.4	1.51		0.25	0.37	0.83	0.87	0.54

	Download Data	Period Mean (original grids) [Watt/m2]	Model Period Mean (intersection) [Watt/m2]	Model Period Mean (complement) [Watt/m2]	Benchmark Period Mean (intersection) [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	[-]	31.5
CRUNCEPv7	[-]	37.6	37.6	50.4	31.5	13.2		6.94	19.0	1.08		0.43	0.24	0.87	0.66	0.49
GSWP3v1	[-]	34.7	34.8	45.8	31.5	13.2		4.35	15.2	1.76		0.47	0.33	0.73	0.75	0.52
WATCH	[-]	32.4	32.3	32.9	31.6	13.3		0.767	14.1	1.71		0.45	0.32	0.75	0.96	0.56

	Download Data	Period Mean (original grids) [Watt/m2]	Model Period Mean (intersection) [Watt/m2]	Model Period Mean (complement) [Watt/m2]	Benchmark Period Mean (intersection) [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	[-]	40.2
CRUNCEPv7	[-]	47.8	47.6	53.4	40.6	9.09		7.10	20.1	0.878		0.53	0.40	0.91	0.91	0.63
GSWP3v1	[-]	36.1	35.9	41.1	40.6	9.09		-4.37	18.0	0.874		0.49	0.45	0.91	0.96	0.65
WATCH	[-]	35.9	35.9	38.3	40.7	9.13		-4.84	17.4	1.24		0.52	0.43	0.86	0.92	0.63

	Download Data	Period Mean (original grids) [Watt/m2]	Model Period Mean (intersection) [Watt/m2]	Model Period Mean (complement) [Watt/m2]	Benchmark Period Mean (intersection) [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	[-]	51.4
CRUNCEPv7	[-]	55.2	54.5	68.2	51.5	19.7		3.47	18.2	0.792		0.56	0.45	0.92	0.91	0.66
GSWP3v1	[-]	53.5	53.0	64.0	51.5	19.7		1.84	16.7	0.930		0.57	0.47	0.89	0.95	0.67
WATCH	[-]	53.4	52.8	56.6	51.5	19.7		1.56	16.5	0.792		0.58	0.48	0.92	0.86	0.66

	Download Data	Period Mean (original grids) [Watt/m2]	Model Period Mean (intersection) [Watt/m2]	Model Period Mean (complement) [Watt/m2]	Benchmark Period Mean (intersection) [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	[-]	36.6
CRUNCEPv7	[-]	44.9	44.6	50.5	36.7	7.02		7.84	17.9	1.17		0.47	0.37	0.87	0.93	0.60
GSWP3v1	[-]	41.6	41.2	51.7	36.7	7.02		4.47	17.0	0.973		0.52	0.40	0.90	0.81	0.60
WATCH	[-]	44.5	44.1	50.9	36.7	7.04		7.39	17.9	0.983		0.48	0.38	0.89	0.88	0.60

	Download Data	Period Mean (original grids) [Watt/m2]	Model Period Mean (intersection) [Watt/m2]	Model Period Mean (complement) [Watt/m2]	Benchmark Period Mean (intersection) [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	[-]	38.0
CRUNCEPv7	[-]	33.2	33.2	33.7	38.3	10.3		-4.91	18.4	1.24		0.65	0.57	0.86	0.91	0.71
GSWP3v1	[-]	37.0	37.0	37.3	38.3	10.3		-1.15	15.9	0.767		0.73	0.59	0.93	0.91	0.75
WATCH	[-]	38.8	38.8	36.4	38.2	10.2		0.719	16.7	0.723		0.70	0.60	0.93	0.90	0.75

Australia Boreal Asia Boreal North America Central America Central Asia Equatorial Asia Europe Globe Middle East Northern Hemisphere Africa Northern Hemisphere South America Southeast Asia Southern Hemisphere Africa Southern Hemisphere South America Temperate North America 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: Tue Jul 28 15:54:11 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 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