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) [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	[-]	41.5
I123	[-]	40.2	40.6	41.5	0.335	2.13e-05		0.205		0.0311	0.948	0.489
post5.4	[-]	40.1	40.5	41.5	0.335	2.13e-05		0.191		0.0319	0.949	0.491

	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	[-]	12.3
I123	[-]	4.52	4.05	12.3	0.0115	0.00250		-1.19		0.0446	0.585	0.315
post5.4	[-]	4.53	4.05	12.3	0.0112	0.00250		-1.19		0.0437	0.583	0.313

	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	[-]	16.0
I123	[-]	14.5	13.7	16.0	0.369	0.00347		-0.0979		0.0540	0.706	0.380
post5.4	[-]	14.4	13.7	16.0	0.372	0.00347		-0.101		0.0524	0.696	0.374

	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	[-]	7.14
I123	[-]	2.43	2.38	7.14	0.0818			-1.33		0.0285	0.510	0.269
post5.4	[-]	3.02	2.96	7.14	0.103			-1.13		0.0318	0.606	0.319

	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	[-]	24.2
I123	[-]	44.2	41.2	24.1	2.84	0.0567		10.2		0.00908	0.840	0.425
post5.4	[-]	44.5	41.4	24.1	2.86	0.0567		10.3		0.00916	0.831	0.420

	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	[-]	39.1
I123	[-]	36.4	35.5	39.1	0.223	9.45e-06		-0.260		0.0671	0.799	0.433
post5.4	[-]	40.3	39.3	39.1	0.243	9.45e-06		0.170		0.0574	0.755	0.406

	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	[-]	28.5
I123	[-]	33.3	33.2	28.5	0.797	0.00298		0.561		0.144	0.689	0.416
post5.4	[-]	34.4	34.3	28.5	0.822	0.00298		0.631		0.143	0.668	0.405

	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	[-]	18.0
I123	[-]	24.9	23.5	18.0	0.833	0.00731		1.75		0.0551	0.714	0.384
post5.4	[-]	25.2	23.8	18.0	0.838	0.00731		1.79		0.0544	0.708	0.381

	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	[-]	6.33
I123	[-]	3.69	3.77	6.33	0.0462	3.84e-06		-0.678		0.0576	0.522	0.290
post5.4	[-]	4.50	4.58	6.33	0.0627	3.84e-06		-0.434		0.0551	0.614	0.335

	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	[-]	6.61
I123	[-]	6.32	5.72	6.59	0.516	0.0200		0.195		0.166	0.753	0.460
post5.4	[-]	6.50	5.88	6.59	0.531	0.0200		0.218		0.165	0.768	0.466

	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	[-]	14.8
I123	[-]	13.4	12.4	14.8	0.689	0.0195		0.234		0.0383	0.814	0.426
post5.4	[-]	14.1	13.1	14.8	0.720	0.0195		0.385		0.0380	0.788	0.413

	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	[-]	378.
I123	[-]	469.	458.	378.	9.95	0.137		1.01		0.107	0.756	0.431
post5.4	[-]	481.	469.	378.	10.2	0.137		1.09		0.105	0.754	0.429

	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	[-]	3.57
I123	[-]	2.68	2.55	3.57	0.128	0.000723		-0.0190		0.234	0.811	0.523
post5.4	[-]	2.75	2.61	3.57	0.132	0.000723		-0.0140		0.234	0.812	0.523

	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	[-]	8.70
I123	[-]	6.02	5.68	8.70	0.201			-0.294		0.107	0.841	0.474
post5.4	[-]	7.01	6.62	8.70	0.231			-0.140		0.100	0.852	0.476

	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	[-]	8.79
I123	[-]	11.2	10.0	8.77	0.822	0.0207		2.02		0.0295	0.496	0.263
post5.4	[-]	11.4	10.2	8.77	0.833	0.0207		2.11		0.0299	0.485	0.257

	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	[-]	15.4
I123	[-]	17.2	16.8	15.4	0.288	9.41e-05		0.698		0.0822	0.925	0.504
post5.4	[-]	18.3	17.8	15.4	0.302	9.41e-05		0.955		0.0817	0.912	0.497

	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	[-]	20.4
I123	[-]	26.5	26.2	20.4	0.389			1.53		0.0682	0.817	0.442
post5.4	[-]	28.6	28.4	20.4	0.411			1.96		0.0630	0.781	0.422

	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	[-]	8.38
I123	[-]	5.97	5.94	8.38	0.122			-0.417		0.0550	0.847	0.451
post5.4	[-]	6.21	6.17	8.38	0.127			-0.352		0.0559	0.864	0.460

	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	[-]	81.9
I123	[-]	148.	147.	81.9	0.762	0.000541		8.01		0.00850	0.867	0.438
post5.4	[-]	147.	146.	81.9	0.762	0.000541		7.87		0.00791	0.871	0.440

	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	[-]	12.5
I123	[-]	21.8	21.9	12.5	0.329	0.00140		1.54		0.0434	0.599	0.321
post5.4	[-]	21.5	21.6	12.5	0.323	0.00140		1.50		0.0382	0.585	0.312

	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	[-]	3.51
I123	[-]	6.06	5.91	3.51	0.155	0.000897		1.18		0.145	0.586	0.365
post5.4	[-]	6.25	6.08	3.51	0.160	0.000897		1.25		0.144	0.567	0.356

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 bias Temporally integrated period mean bias score Spatially integrated regional mean

  Title:

Changes in Global Terrestrial Live Biomass over the 21st Century

  Version:

2

  Institution:

Jet Propulsion Laboratory, California Institute of Technology

  Source:

Estimates of carbon stock changes of live woody biomass from 2000 to 2019 using measurements from ground, air, and space

  History:

2022-08-18: downloaded source from https://zenodo.org/record/4161694/files/test10a_cd_ab_pred_corr_2000_2019_v2.tif?download=1

2022-08-30: coarsened to 0.5 degree resolution, brought meta-data up to CF standards using https://github.com/rubisco-sfa/ILAMB-Data/blob/master/Saatchi/convert.py

  References:

Xu, Liang, Saatchi, Sassan S., Yang, Yan, Yu, Yifan, Pongratz, Julia, Bloom, A. Anthony, Bowman, Kevin, Worden, John, Liu, Junjie, Yin, Yi, Domke, Grant, McRoberts, Ronald E., Woodall, Christopher, Nabuurs, Gert-Jan, de-Miguel, Sergio, Keller, Michael, Harris Nancy, Maxwell, Sean, & Schimel, David (2021), Zenodo, doi:10.5281/zenodo.4161694