Boreal forest Global - Land Subtropical desert Temperate grassland/desert Temperate rain forest Temperate seasonal forest Tropical rain forest Tropical seasonal forest/savanna Tundra Woodland/shrubland

	Download Data	Period Mean (original grids) [Pg]	Model Period Mean (intersection) [Pg]	Benchmark Period Mean (intersection) [Pg]	Model Period Mean (complement) [Pg]	Benchmark Period Mean (complement) [Pg]		Bias [kg m-2]		Bias Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	5.77
ACCESS-ESM1-5	[-]	90.9	2.31	5.77	90.2			-2.42		0.427	0.220	0.323
BCC-CSM2-MR	[-]	56.1	1.99	5.77	53.6			-2.69		0.515	0.605	0.560
CanESM5	[-]	56.5	0.546	5.77	52.4			-3.93		0.406	0.662	0.534
CESM2	[-]	73.8	2.58	5.77	70.6			-2.38		0.565	0.734	0.649
GFDL-ESM4	[-]	65.5	4.24	5.77	62.1			-1.15		0.651	0.718	0.685
IPSL-CM6A-LR	[-]	20.9	0.0929	5.77	20.8			-4.27		0.376	0.230	0.303
MeanCMIP6	[-]	52.0	1.95	5.77	51.6			-2.87		0.522	0.909	0.715
MIROC-ESM2L	[-]	57.0	1.18	5.77	52.4			-3.47		0.435	0.634	0.535
NorESM2-LM	[-]	65.9	2.48	5.77	61.2			-2.50		0.546	0.740	0.643
UKESM1-0-LL	[-]	57.9	5.16	5.77	51.1			-0.453		0.606	0.463	0.534

	Download Data	Period Mean (original grids) [Pg]	Model Period Mean (intersection) [Pg]	Benchmark Period Mean (intersection) [Pg]	Model Period Mean (complement) [Pg]	Benchmark Period Mean (complement) [Pg]		Bias [kg m-2]		Bias Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	349.
ACCESS-ESM1-5	[-]	662.	419.	347.	242.	1.67		1.33		0.616	0.840	0.728
BCC-CSM2-MR	[-]	385.	245.	347.	139.	1.74		-1.22		0.654	0.901	0.778
CanESM5	[-]	509.	332.	349.	168.			0.690		0.605	0.868	0.737
CESM2	[-]	485.	327.	347.	156.	2.11		0.293		0.615	0.821	0.718
GFDL-ESM4	[-]	405.	201.	349.	204.			-2.07		0.530	0.832	0.681
IPSL-CM6A-LR	[-]	350.	278.	347.	69.7	1.46		-0.491		0.674	0.925	0.800
MeanCMIP6	[-]	459.	320.	349.	139.			0.250		0.713	0.944	0.829
MIROC-ESM2L	[-]	519.	327.	348.	182.	0.459		0.355		0.617	0.878	0.747
NorESM2-LM	[-]	462.	314.	349.	143.			0.369		0.619	0.834	0.727
UKESM1-0-LL	[-]	545.	414.	347.	128.	1.80		1.79		0.639	0.862	0.751

	Download Data	Period Mean (original grids) [Pg]	Model Period Mean (intersection) [Pg]	Benchmark Period Mean (intersection) [Pg]	Model Period Mean (complement) [Pg]	Benchmark Period Mean (complement) [Pg]		Bias [kg m-2]		Bias Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	20.1
ACCESS-ESM1-5	[-]	15.6	13.8	20.1	2.11	0.0541		-0.365		0.494	0.704	0.599
BCC-CSM2-MR	[-]	10.7	9.87	20.1	1.43	0.0646		-0.613		0.541	0.727	0.634
CanESM5	[-]	24.1	19.5	20.1	3.62			0.0627		0.507	0.668	0.588
CESM2	[-]	6.24	4.72	20.0	0.998	0.0870		-0.926		0.445	0.459	0.452
GFDL-ESM4	[-]	2.90	2.11	20.1	0.800			-1.10		0.395	0.342	0.369
IPSL-CM6A-LR	[-]	15.8	12.0	20.0	0.596	0.0730		-0.482		0.470	0.730	0.600
MeanCMIP6	[-]	12.7	11.1	20.1	1.30			-0.500		0.485	0.764	0.625
MIROC-ESM2L	[-]	17.3	15.9	20.1	0.916	0.0335		-0.195		0.391	0.400	0.395
NorESM2-LM	[-]	6.83	4.68	20.1	0.930			-0.903		0.434	0.598	0.516
UKESM1-0-LL	[-]	11.6	11.2	20.0	0.365	0.0699		-0.441		0.363	0.289	0.326

	Download Data	Period Mean (original grids) [Pg]	Model Period Mean (intersection) [Pg]	Benchmark Period Mean (intersection) [Pg]	Model Period Mean (complement) [Pg]	Benchmark Period Mean (complement) [Pg]		Bias [kg m-2]		Bias Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	5.36
ACCESS-ESM1-5	[-]	4.49	2.13	5.36	1.59	0.00541		-1.24		0.392	0.566	0.479
BCC-CSM2-MR	[-]	4.74	2.24	5.36	2.37	0.00379		-1.17		0.455	0.683	0.569
CanESM5	[-]	4.67	1.87	5.36	3.44			-1.16		0.423	0.626	0.525
CESM2	[-]	3.21	1.74	5.36	1.30	0.00265		-1.39		0.483	0.590	0.537
GFDL-ESM4	[-]	3.76	1.69	5.36	1.95			-1.42		0.474	0.581	0.528
IPSL-CM6A-LR	[-]	3.65	1.15	5.35	2.09	0.00866		-1.64		0.411	0.558	0.485
MeanCMIP6	[-]	4.71	2.04	5.36	2.24			-1.23		0.484	0.671	0.578
MIROC-ESM2L	[-]	3.94	2.05	5.36	1.85	0.000270		-1.19		0.419	0.671	0.545
NorESM2-LM	[-]	3.49	1.76	5.36	1.09			-1.34		0.470	0.663	0.566
UKESM1-0-LL	[-]	4.49	2.86	5.35	2.27	0.00942		-0.804		0.384	0.382	0.383

	Download Data	Period Mean (original grids) [Pg]	Model Period Mean (intersection) [Pg]	Benchmark Period Mean (intersection) [Pg]	Model Period Mean (complement) [Pg]	Benchmark Period Mean (complement) [Pg]		Bias [kg m-2]		Bias Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	2.08
ACCESS-ESM1-5	[-]	7.92	3.43	2.01	2.09	0.0714		6.91		0.563	0.880	0.721
BCC-CSM2-MR	[-]	4.06	2.19	2.07	1.59	0.00752		1.29		0.605	0.779	0.692
CanESM5	[-]	3.53	1.54	2.08	1.15			-0.322		0.631	0.807	0.719
CESM2	[-]	4.64	2.35	2.05	1.67	0.0228		1.92		0.619	0.900	0.759
GFDL-ESM4	[-]	4.19	1.61	2.08	2.80			-1.60		0.518	0.781	0.649
IPSL-CM6A-LR	[-]	2.60	1.27	2.04	0.458	0.0396		-2.43		0.584	0.745	0.665
MeanCMIP6	[-]	3.96	1.87	2.08	1.34			0.490		0.647	0.712	0.679
MIROC-ESM2L	[-]	3.49	1.43	2.07	1.52	0.00748		-1.66		0.672	0.630	0.651
NorESM2-LM	[-]	7.04	2.24	2.08	1.60			2.74		0.577	0.861	0.719
UKESM1-0-LL	[-]	3.37	2.37	2.04	1.33	0.0326		2.71		0.630	0.717	0.673

	Download Data	Period Mean (original grids) [Pg]	Model Period Mean (intersection) [Pg]	Benchmark Period Mean (intersection) [Pg]	Model Period Mean (complement) [Pg]	Benchmark Period Mean (complement) [Pg]		Bias [kg m-2]		Bias Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	25.4
ACCESS-ESM1-5	[-]	134.	40.7	25.2	91.4	0.166		4.46		0.587	0.712	0.650
BCC-CSM2-MR	[-]	65.9	21.8	25.1	45.1	0.293		-0.448		0.659	0.898	0.778
CanESM5	[-]	83.3	22.3	25.4	60.6			0.375		0.647	0.877	0.762
CESM2	[-]	64.9	21.0	25.2	43.3	0.196		-0.104		0.636	0.857	0.747
GFDL-ESM4	[-]	52.8	17.1	25.4	34.8			-1.95		0.559	0.793	0.676
IPSL-CM6A-LR	[-]	35.8	13.6	25.3	21.8	0.0982		-2.23		0.576	0.817	0.696
MeanCMIP6	[-]	65.2	21.1	25.4	43.2			-0.218		0.691	0.816	0.753
MIROC-ESM2L	[-]	75.3	17.9	25.4	56.8	0.0143		-1.18		0.590	0.848	0.719
NorESM2-LM	[-]	58.9	21.5	25.4	41.0			0.457		0.639	0.854	0.746
UKESM1-0-LL	[-]	63.2	29.8	25.1	36.5	0.241		2.16		0.703	0.860	0.781

	Download Data	Period Mean (original grids) [Pg]	Model Period Mean (intersection) [Pg]	Benchmark Period Mean (intersection) [Pg]	Model Period Mean (complement) [Pg]	Benchmark Period Mean (complement) [Pg]		Bias [kg m-2]		Bias Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	60.5
ACCESS-ESM1-5	[-]	66.7	67.5	59.9	0.0429	0.665		2.61		0.692	0.857	0.774
BCC-CSM2-MR	[-]	45.2	43.9	59.9	0.0895	0.650		-2.69		0.733	0.956	0.845
CanESM5	[-]	45.4	44.1	60.5	0.0440			-0.255		0.737	0.937	0.837
CESM2	[-]	81.4	80.3	59.9	0.0203	0.683		6.51		0.631	0.910	0.770
GFDL-ESM4	[-]	53.7	52.2	60.5	0.174			-1.68		0.597	0.689	0.643
IPSL-CM6A-LR	[-]	45.4	48.2	60.1	0.0253	0.441		-0.648		0.768	0.949	0.859
MeanCMIP6	[-]	52.9	54.8	60.5	0.0521			0.934		0.833	0.885	0.859
MIROC-ESM2L	[-]	35.7	34.9	60.5	0.456	0.0679		-3.32		0.664	0.723	0.694
NorESM2-LM	[-]	76.8	72.0	60.5	0.0784			5.54		0.674	0.947	0.811
UKESM1-0-LL	[-]	59.4	60.0	60.0	0.0455	0.590		2.50		0.811	0.795	0.803

	Download Data	Period Mean (original grids) [Pg]	Model Period Mean (intersection) [Pg]	Benchmark Period Mean (intersection) [Pg]	Model Period Mean (complement) [Pg]	Benchmark Period Mean (complement) [Pg]		Bias [kg m-2]		Bias Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	214.
ACCESS-ESM1-5	[-]	264.	260.	213.	0.378	1.46		1.69		0.634	0.890	0.762
BCC-CSM2-MR	[-]	152.	150.	213.	0.392	1.51		-1.52		0.655	0.895	0.775
CanESM5	[-]	226.	225.	214.	0.554			1.45		0.583	0.858	0.721
CESM2	[-]	202.	202.	212.	0.323	2.57		0.361		0.632	0.840	0.736
GFDL-ESM4	[-]	110.	114.	214.	1.15			-2.80		0.519	0.821	0.670
IPSL-CM6A-LR	[-]	195.	192.	213.	0.427	1.50		0.0651		0.707	0.925	0.816
MeanCMIP6	[-]	213.	212.	214.	0.378			0.759		0.722	0.926	0.824
MIROC-ESM2L	[-]	237.	232.	214.	1.33	0.747		1.47		0.643	0.860	0.752
NorESM2-LM	[-]	194.	194.	214.	0.423			0.503		0.627	0.848	0.737
UKESM1-0-LL	[-]	292.	283.	213.	0.473	1.64		3.09		0.624	0.891	0.757

	Download Data	Period Mean (original grids) [Pg]	Model Period Mean (intersection) [Pg]	Benchmark Period Mean (intersection) [Pg]	Model Period Mean (complement) [Pg]	Benchmark Period Mean (complement) [Pg]		Bias [kg m-2]		Bias Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	0.801
ACCESS-ESM1-5	[-]	17.3	0.0664	0.801	17.8			-3.59		0.399	0.660	0.529
BCC-CSM2-MR	[-]	14.3	0.120	0.801	14.5			-3.31		0.430	0.822	0.626
CanESM5	[-]	11.9	0.0125	0.801	12.3			-3.86		0.374	0.0148	0.194
CESM2	[-]	21.5	0.236	0.801	21.5			-2.76		0.503	0.915	0.709
GFDL-ESM4	[-]	57.8	0.435	0.801	57.7			-1.82		0.566	0.436	0.501
IPSL-CM6A-LR	[-]	5.60	0.00225	0.801	5.70			-3.92		0.372	0.228	0.300
MeanCMIP6	[-]	12.9	0.144	0.801	13.5			-3.23		0.445	0.753	0.599
MIROC-ESM2L	[-]	14.6	0.0901	0.801	14.9			-3.50		0.418	0.675	0.547
NorESM2-LM	[-]	13.4	0.200	0.801	14.4			-2.93		0.482	0.830	0.656
UKESM1-0-LL	[-]	9.82	0.323	0.801	9.38			-2.35		0.488	0.347	0.418

	Download Data	Period Mean (original grids) [Pg]	Model Period Mean (intersection) [Pg]	Benchmark Period Mean (intersection) [Pg]	Model Period Mean (complement) [Pg]	Benchmark Period Mean (complement) [Pg]		Bias [kg m-2]		Bias Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	16.7
ACCESS-ESM1-5	[-]	58.8	28.1	16.6	31.1	0.0400		2.23		0.456	0.358	0.407
BCC-CSM2-MR	[-]	28.6	12.6	16.6	15.3	0.0388		-0.722		0.600	0.857	0.728
CanESM5	[-]	35.2	16.3	16.7	19.3			0.154		0.566	0.718	0.642
CESM2	[-]	20.2	11.0	16.7	8.90	0.0266		-0.978		0.567	0.786	0.677
GFDL-ESM4	[-]	20.2	8.04	16.7	11.4			-1.58		0.518	0.812	0.665
IPSL-CM6A-LR	[-]	21.8	9.28	16.6	11.5	0.0409		-1.25		0.516	0.791	0.653
MeanCMIP6	[-]	30.9	14.2	16.7	16.2			-0.335		0.622	0.876	0.749
MIROC-ESM2L	[-]	48.8	19.3	16.7	32.6	0.0128		0.616		0.543	0.656	0.599
NorESM2-LM	[-]	24.1	13.1	16.7	8.83			-0.523		0.568	0.710	0.639
UKESM1-0-LL	[-]	35.8	17.6	16.6	15.9	0.0369		0.390		0.543	0.635	0.589

Boreal forest Global - Land Subtropical desert Temperate grassland/desert Temperate rain forest Temperate seasonal forest Tropical rain forest Tropical seasonal forest/savanna Tundra Woodland/shrubland 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)

  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

  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.

  Conventions:

CF-1.6

  Institute_id:

NASA-JPL

  Creation_date:

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

  Product:

observations

  Data_structure:

grid

  Realm:

land

  Contact:

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