Africa - Central Africa - Sahel Africa - South Asia - Indonesia Asia - South Central Asia and China Asia - Southeast Asia and India Australia Globe Middle East and Sahara North America - Central America North America - Eastern United States North America - Western United States South America - Amazon South America - Southeast South America - Southwest

	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	[-]	38.7
CLM4.5_CRUNCEPv7	[-]	58.7	58.9	0.216	38.7	0.0457		4.82		0.46	0.59	0.53
CLM4.5_GSWP3v1	[-]	45.4	45.4	0.214	38.7	0.0457		1.81		0.61	0.78	0.69
CLM4_CRUNCEPv7	[-]	58.3	59.2	0.192	38.7	0.0457		4.86		0.54	0.70	0.62
CLM4_GSWP3v1	[-]	49.5	50.3	0.175	38.7	0.0457		2.84		0.65	0.81	0.73
CLM5_CRUNCEPv7	[-]	42.9	43.3	0.201	38.7	0.0457		1.34		0.71	0.90	0.81
CLM5_GSWP3v1	[-]	38.5	38.7	0.202	38.7	0.0457		0.293		0.77	0.95	0.86

	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	[-]	11.9
CLM4.5_CRUNCEPv7	[-]	2.44	2.14	0.0206	11.9	0.0196		-1.46		0.43	0.52	0.48
CLM4.5_GSWP3v1	[-]	2.26	2.02	0.0241	11.9	0.0196		-1.47		0.43	0.38	0.40
CLM4_CRUNCEPv7	[-]	7.47	6.59	0.00842	11.9	0.0196		-0.786		0.55	0.85	0.70
CLM4_GSWP3v1	[-]	7.62	6.82	0.00883	11.9	0.0196		-0.754		0.58	0.88	0.73
CLM5_CRUNCEPv7	[-]	3.54	3.10	0.0369	11.9	0.0196		-1.31		0.46	0.62	0.54
CLM5_GSWP3v1	[-]	3.25	2.85	0.0430	11.9	0.0196		-1.35		0.45	0.59	0.52

	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	[-]	24.6
CLM4.5_CRUNCEPv7	[-]	6.79	6.36	0.272	24.5	0.0612		-1.85		0.46	0.77	0.61
CLM4.5_GSWP3v1	[-]	4.94	4.60	0.227	24.5	0.0612		-2.04		0.44	0.70	0.57
CLM4_CRUNCEPv7	[-]	13.7	13.1	0.259	24.5	0.0612		-1.15		0.50	0.75	0.63
CLM4_GSWP3v1	[-]	10.9	10.4	0.239	24.5	0.0612		-1.42		0.53	0.84	0.68
CLM5_CRUNCEPv7	[-]	17.0	16.3	0.393	24.5	0.0612		-0.721		0.56	0.79	0.67
CLM5_GSWP3v1	[-]	12.3	11.7	0.367	24.5	0.0612		-1.21		0.51	0.80	0.65

	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	[-]	36.8
CLM4.5_CRUNCEPv7	[-]	66.7	63.5	2.96	35.7	1.10		15.1		0.40	0.84	0.62
CLM4.5_GSWP3v1	[-]	54.1	51.6	2.16	35.7	1.10		10.3		0.53	0.87	0.70
CLM4_CRUNCEPv7	[-]	79.6	75.8	3.45	35.7	1.10		19.6		0.31	0.59	0.45
CLM4_GSWP3v1	[-]	62.7	60.1	2.37	35.7	1.10		12.8		0.45	0.68	0.57
CLM5_CRUNCEPv7	[-]	49.4	46.8	2.28	35.7	1.10		8.69		0.62	0.94	0.78
CLM5_GSWP3v1	[-]	39.9	37.9	1.80	35.7	1.10		5.14		0.72	0.92	0.82

	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
CLM4.5_CRUNCEPv7	[-]	44.2	31.5	13.2	38.3	0.0891		-0.330		0.50	0.55	0.52
CLM4.5_GSWP3v1	[-]	40.9	30.9	10.3	38.3	0.0891		-0.477		0.53	0.60	0.57
CLM4_CRUNCEPv7	[-]	45.4	33.4	12.7	38.3	0.0891		-0.0468		0.57	0.57	0.57
CLM4_GSWP3v1	[-]	40.6	30.7	10.5	38.3	0.0891		-0.539		0.58	0.64	0.61
CLM5_CRUNCEPv7	[-]	36.1	23.9	13.0	38.3	0.0891		-1.35		0.54	0.69	0.61
CLM5_GSWP3v1	[-]	31.6	23.2	9.15	38.3	0.0891		-1.53		0.59	0.80	0.69

	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	[-]	43.7
CLM4.5_CRUNCEPv7	[-]	25.6	24.0	0.704	43.4	0.257		-1.62		0.50	0.72	0.61
CLM4.5_GSWP3v1	[-]	22.9	21.6	0.572	43.4	0.257		-2.15		0.53	0.79	0.66
CLM4_CRUNCEPv7	[-]	30.3	28.7	0.664	43.4	0.257		-1.07		0.61	0.81	0.71
CLM4_GSWP3v1	[-]	28.1	26.8	0.491	43.4	0.257		-1.57		0.61	0.86	0.73
CLM5_CRUNCEPv7	[-]	25.4	24.0	0.749	43.4	0.257		-1.74		0.59	0.85	0.72
CLM5_GSWP3v1	[-]	24.8	23.2	0.670	43.4	0.257		-1.98		0.61	0.89	0.75

	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
CLM4.5_CRUNCEPv7	[-]	7.56	1.67	5.76	13.5	0.139		-1.82		0.42	0.65	0.54
CLM4.5_GSWP3v1	[-]	7.63	1.55	6.01	13.5	0.139		-1.85		0.41	0.54	0.48
CLM4_CRUNCEPv7	[-]	7.52	1.46	5.92	13.5	0.139		-1.87		0.41	0.62	0.52
CLM4_GSWP3v1	[-]	7.61	1.66	5.85	13.5	0.139		-1.85		0.42	0.58	0.50
CLM5_CRUNCEPv7	[-]	11.5	4.26	7.02	13.5	0.139		-1.29		0.46	0.62	0.54
CLM5_GSWP3v1	[-]	11.0	3.66	7.16	13.5	0.139		-1.38		0.44	0.64	0.54

	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.
CLM4.5_CRUNCEPv7	[-]	559.	404.	156.	348.	3.81		1.57		0.46	0.57	0.51
CLM4.5_GSWP3v1	[-]	452.	327.	125.	348.	3.81		0.359		0.54	0.70	0.62
CLM4_CRUNCEPv7	[-]	582.	459.	123.	348.	3.81		2.37		0.47	0.48	0.48
CLM4_GSWP3v1	[-]	467.	376.	90.9	348.	3.81		0.986		0.54	0.63	0.58
CLM5_CRUNCEPv7	[-]	589.	355.	233.	348.	3.81		0.826		0.59	0.77	0.68
CLM5_GSWP3v1	[-]	486.	309.	178.	348.	3.81		0.0653		0.64	0.85	0.75

	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	[-]	2.53
CLM4.5_CRUNCEPv7	[-]	1.53	0.121	1.41	2.53	0.00250		-1.09		0.38	0.017	0.20
CLM4.5_GSWP3v1	[-]	1.34	0.119	1.24	2.53	0.00250		-1.08		0.39	0.020	0.20
CLM4_CRUNCEPv7	[-]	1.35	0.110	1.23	2.53	0.00250		-1.09		0.38	0.011	0.20
CLM4_GSWP3v1	[-]	1.32	0.117	1.21	2.53	0.00250		-1.09		0.39	0.011	0.20
CLM5_CRUNCEPv7	[-]	1.68	0.229	1.44	2.53	0.00250		-1.04		0.40	0.023	0.21
CLM5_GSWP3v1	[-]	1.55	0.211	1.35	2.53	0.00250		-1.04		0.39	0.021	0.21

	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	[-]	11.1
CLM4.5_CRUNCEPv7	[-]	11.4	10.6	0.532	10.9	0.149		1.23		0.51	0.58	0.55
CLM4.5_GSWP3v1	[-]	8.47	7.78	0.434	10.9	0.149		0.0277		0.54	0.68	0.61
CLM4_CRUNCEPv7	[-]	5.39	4.73	0.362	10.9	0.149		-1.15		0.45	0.57	0.51
CLM4_GSWP3v1	[-]	4.64	4.09	0.284	10.9	0.149		-1.52		0.45	0.66	0.56
CLM5_CRUNCEPv7	[-]	11.9	11.0	0.602	10.9	0.149		1.49		0.57	0.68	0.63
CLM5_GSWP3v1	[-]	10.2	9.38	0.547	10.9	0.149		0.813		0.61	0.77	0.69

	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	[-]	1.55
CLM4.5_CRUNCEPv7	[-]	20.4	3.67	16.5	1.52	0.0247		3.74		0.49	0.47	0.48
CLM4.5_GSWP3v1	[-]	14.7	1.63	12.9	1.52	0.0247		0.864		0.60	0.76	0.68
CLM4_CRUNCEPv7	[-]	16.4	3.22	13.1	1.52	0.0247		2.94		0.54	0.54	0.54
CLM4_GSWP3v1	[-]	13.4	2.27	11.0	1.52	0.0247		1.54		0.64	0.77	0.70
CLM5_CRUNCEPv7	[-]	17.7	3.58	14.0	1.52	0.0247		3.61		0.47	0.49	0.48
CLM5_GSWP3v1	[-]	11.9	1.32	10.5	1.52	0.0247		0.434		0.55	0.68	0.62

	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	[-]	0.219
CLM4.5_CRUNCEPv7	[-]	3.41	0.0679	3.39	0.219	0.00		-0.490		0.45	0.13	0.29
CLM4.5_GSWP3v1	[-]	2.99	0.0814	2.95	0.219	0.00		-0.445		0.47	0.13	0.30
CLM4_CRUNCEPv7	[-]	5.10	0.0841	5.06	0.219	0.00		-0.442		0.46	0.17	0.32
CLM4_GSWP3v1	[-]	3.99	0.100	3.95	0.219	0.00		-0.388		0.49	0.19	0.34
CLM5_CRUNCEPv7	[-]	3.48	0.0759	3.42	0.219	0.00		-0.459		0.46	0.099	0.28
CLM5_GSWP3v1	[-]	3.04	0.0844	2.99	0.219	0.00		-0.433		0.47	0.082	0.27

	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	[-]	100.
CLM4.5_CRUNCEPv7	[-]	181.	180.	0.479	100.	0.0690		9.91		0.44	0.55	0.49
CLM4.5_GSWP3v1	[-]	141.	141.	0.404	100.	0.0690		5.17		0.59	0.67	0.63
CLM4_CRUNCEPv7	[-]	208.	207.	0.431	100.	0.0690		13.1		0.39	0.39	0.39
CLM4_GSWP3v1	[-]	159.	158.	0.331	100.	0.0690		7.20		0.51	0.49	0.50
CLM5_CRUNCEPv7	[-]	152.	151.	0.453	100.	0.0690		6.40		0.60	0.84	0.72
CLM5_GSWP3v1	[-]	128.	128.	0.396	100.	0.0690		3.63		0.71	0.92	0.81

	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	[-]	18.4
CLM4.5_CRUNCEPv7	[-]	15.4	15.3	0.235	18.4	0.0281		-0.252		0.53	0.49	0.51
CLM4.5_GSWP3v1	[-]	13.5	13.4	0.195	18.4	0.0281		-0.573		0.52	0.57	0.54
CLM4_CRUNCEPv7	[-]	20.1	20.3	0.146	18.4	0.0281		0.485		0.53	0.45	0.49
CLM4_GSWP3v1	[-]	17.8	17.9	0.122	18.4	0.0281		0.0899		0.55	0.53	0.54
CLM5_CRUNCEPv7	[-]	21.7	21.7	0.382	18.4	0.0281		0.759		0.62	0.73	0.67
CLM5_GSWP3v1	[-]	21.8	21.8	0.347	18.4	0.0281		0.735		0.55	0.58	0.56

	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	[-]	7.28
CLM4.5_CRUNCEPv7	[-]	4.36	4.41	0.104	7.15	0.128		-0.255		0.47	0.52	0.49
CLM4.5_GSWP3v1	[-]	5.00	5.06	0.113	7.15	0.128		-0.0225		0.47	0.51	0.49
CLM4_CRUNCEPv7	[-]	3.86	4.08	0.0995	7.15	0.128		-0.427		0.49	0.52	0.50
CLM4_GSWP3v1	[-]	4.80	5.04	0.0866	7.15	0.128		-0.164		0.49	0.50	0.49
CLM5_CRUNCEPv7	[-]	5.25	5.14	0.150	7.15	0.128		0.169		0.53	0.53	0.53
CLM5_GSWP3v1	[-]	6.25	6.14	0.145	7.15	0.128		0.387		0.52	0.57	0.55

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 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.