Australia Central America Central Asia Equatorial Asia 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) [Pg]	Model Period Mean (intersection) [Pg]	Model Period Mean (complement) [Pg]	Benchmark Period Mean (intersection) [Pg]	Benchmark Period Mean (complement) [Pg]		Bias [kg m-2]		Bias Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	13.7
CRUNCEPv7	[-]	8.23	4.36	3.74	13.5	0.172		-1.24		0.46	0.57	0.51
GSWP3v1	[-]	7.98	3.76	4.13	13.5	0.172		-1.33		0.44	0.60	0.52
WATCH	[-]	8.99	4.39	4.49	13.5	0.172		-1.22		0.45	0.56	0.50

	Download Data	Period Mean (original grids) [Pg]	Model Period Mean (intersection) [Pg]	Model Period Mean (complement) [Pg]	Benchmark Period Mean (intersection) [Pg]	Benchmark Period Mean (complement) [Pg]		Bias [kg m-2]		Bias Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	10.3
CRUNCEPv7	[-]	10.2	9.43	0.529	9.93	0.106		0.818		0.59	0.76	0.67
GSWP3v1	[-]	8.56	7.89	0.477	9.93	0.106		0.150		0.62	0.83	0.73
WATCH	[-]	9.33	8.74	0.458	9.93	0.106		0.495		0.62	0.83	0.72

	Download Data	Period Mean (original grids) [Pg]	Model Period Mean (intersection) [Pg]	Model Period Mean (complement) [Pg]	Benchmark Period Mean (intersection) [Pg]	Benchmark Period Mean (complement) [Pg]		Bias [kg m-2]		Bias Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	24.2
CRUNCEPv7	[-]	37.8	11.0	26.3	25.2	0.0842		-1.68		0.46	0.48	0.47
GSWP3v1	[-]	32.2	11.7	20.1	25.2	0.0842		-1.68		0.49	0.58	0.54
WATCH	[-]	36.5	11.6	24.5	25.2	0.0842		-1.72		0.52	0.65	0.59

	Download Data	Period Mean (original grids) [Pg]	Model Period Mean (intersection) [Pg]	Model Period Mean (complement) [Pg]	Benchmark Period Mean (intersection) [Pg]	Benchmark Period Mean (complement) [Pg]		Bias [kg m-2]		Bias Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	37.5
CRUNCEPv7	[-]	49.7	46.5	2.61	35.6	1.95		8.53		0.61	0.93	0.77
GSWP3v1	[-]	40.2	37.7	2.09	35.6	1.95		5.17		0.71	0.92	0.82
WATCH	[-]	39.2	36.6	2.15	35.6	1.95		4.87		0.74	0.87	0.80

	Download Data	Period Mean (original grids) [Pg]	Model Period Mean (intersection) [Pg]	Model Period Mean (complement) [Pg]	Benchmark Period Mean (intersection) [Pg]	Benchmark Period Mean (complement) [Pg]		Bias [kg m-2]		Bias Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	352.
CRUNCEPv7	[-]	589.	355.	233.	348.	3.81		0.826		0.59	0.77	0.68
GSWP3v1	[-]	486.	309.	178.	348.	3.81		0.0653		0.64	0.85	0.75
WATCH	[-]	505.	339.	166.	348.	3.81		0.488		0.63	0.84	0.73

	Download Data	Period Mean (original grids) [Pg]	Model Period Mean (intersection) [Pg]	Model Period Mean (complement) [Pg]	Benchmark Period Mean (intersection) [Pg]	Benchmark Period Mean (complement) [Pg]		Bias [kg m-2]		Bias Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.216
CRUNCEPv7	[-]	1.86	0.0260	1.82	0.215	0.000273		-0.400		0.39	0.053	0.22
GSWP3v1	[-]	1.56	0.0205	1.52	0.215	0.000273		-0.411		0.39	0.044	0.22
WATCH	[-]	2.11	0.0302	2.06	0.215	0.000273		-0.390		0.40	0.069	0.23

	Download Data	Period Mean (original grids) [Pg]	Model Period Mean (intersection) [Pg]	Model Period Mean (complement) [Pg]	Benchmark Period Mean (intersection) [Pg]	Benchmark Period Mean (complement) [Pg]		Bias [kg m-2]		Bias Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	34.3
CRUNCEPv7	[-]	29.2	26.3	0.282	34.3	0.0601		-0.644		0.61	0.90	0.75
GSWP3v1	[-]	27.1	24.4	0.292	34.3	0.0601		-0.826		0.65	0.93	0.79
WATCH	[-]	30.1	27.4	0.283	34.3	0.0601		-0.551		0.67	0.94	0.80

	Download Data	Period Mean (original grids) [Pg]	Model Period Mean (intersection) [Pg]	Model Period Mean (complement) [Pg]	Benchmark Period Mean (intersection) [Pg]	Benchmark Period Mean (complement) [Pg]		Bias [kg m-2]		Bias Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	30.6
CRUNCEPv7	[-]	51.2	46.4	0.565	30.5	0.0685		6.46		0.59	0.87	0.73
GSWP3v1	[-]	44.0	40.0	0.500	30.5	0.0685		4.24		0.69	0.93	0.81
WATCH	[-]	46.6	42.1	0.473	30.5	0.0685		4.87		0.64	0.90	0.77

	Download Data	Period Mean (original grids) [Pg]	Model Period Mean (intersection) [Pg]	Model Period Mean (complement) [Pg]	Benchmark Period Mean (intersection) [Pg]	Benchmark Period Mean (complement) [Pg]		Bias [kg m-2]		Bias Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	57.3
CRUNCEPv7	[-]	35.1	34.4	0.874	55.7	0.502		-1.92		0.61	0.88	0.74
GSWP3v1	[-]	33.4	32.8	0.777	55.7	0.502		-2.18		0.63	0.91	0.77
WATCH	[-]	33.4	32.8	0.782	55.7	0.502		-2.18		0.64	0.91	0.78

	Download Data	Period Mean (original grids) [Pg]	Model Period Mean (intersection) [Pg]	Model Period Mean (complement) [Pg]	Benchmark Period Mean (intersection) [Pg]	Benchmark Period Mean (complement) [Pg]		Bias [kg m-2]		Bias Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	38.4
CRUNCEPv7	[-]	31.4	33.8	0.257	38.3	0.0792		-0.394		0.62	0.87	0.75
GSWP3v1	[-]	24.7	26.8	0.255	38.3	0.0792		-1.09		0.63	0.92	0.77
WATCH	[-]	33.2	35.3	0.279	38.3	0.0792		-0.227		0.67	0.92	0.79

	Download Data	Period Mean (original grids) [Pg]	Model Period Mean (intersection) [Pg]	Model Period Mean (complement) [Pg]	Benchmark Period Mean (intersection) [Pg]	Benchmark Period Mean (complement) [Pg]		Bias [kg m-2]		Bias Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	95.5
CRUNCEPv7	[-]	128.	132.	0.703	95.3	0.198		2.66		0.60	0.79	0.70
GSWP3v1	[-]	113.	116.	0.647	95.3	0.198		1.60		0.67	0.88	0.77
WATCH	[-]	128.	131.	0.597	95.3	0.198		2.57		0.61	0.82	0.72

	Download Data	Period Mean (original grids) [Pg]	Model Period Mean (intersection) [Pg]	Model Period Mean (complement) [Pg]	Benchmark Period Mean (intersection) [Pg]	Benchmark Period Mean (complement) [Pg]		Bias [kg m-2]		Bias Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.794
CRUNCEPv7	[-]	35.4	2.94	32.0	1.09	0.00		2.46		0.44	0.36	0.40
GSWP3v1	[-]	24.3	0.999	23.0	1.09	0.00		0.156		0.51	0.69	0.60
WATCH	[-]	25.1	2.22	22.6	1.09	0.00		1.58		0.54	0.54	0.54

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 bias Temporally integrated period mean bias score

  title: Global Tropical Forest Biomass

  institution: NASA-JPL (NASA Jet Propulsion Laboratory, California Institute of Technology, Pasadena, California 91109, USA)

  institute_id: NASA-JPL

  source: 4079 in situ inventory plots, satellite light detection and ranging (LiDAR) samples of forest structure, and optical and microwave imagery (1-km resolution) to extrapolate estimates

  history: 2015-01-08-T06:37:41Z Converted from 1 km x 1 km to 0.5 degree x 0.5 degree by Mingquan Mu (mmu@uci.edu) on Fri Jan 9 10:37:41 PST 2015

  creation_date: 2015-01-08-T06:37:41Z

  Conventions: CF-1.6

  product: observations

  data_structure: grid

  realm: land

  contact: Prof. James T. Randerson (jranders@uci.edu) or Dr. Mingquan Mu (mmu@uci.edu)

  references: Saatchi, S. S., N. L. Harris, S. Brown, M. Lefsky, E. T. A. Mitchard, W. Salas, B. R. Zutta, W. Buermann, S. L. Lewis, S. Hagen, S. Petrova, L. White, M. Silman, and A. Morel (2011), Benchmark map of forest carbon stocks in tropical regions across three continents, Proc. Nat. Acad. Sci., 108(24):9899-9904, doi:10.1073/pnas.1019576108.