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
I123pd	[-]	39.4	39.8	41.5	0.328	2.13e-05		0.0165		0.0335	0.953	0.493
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
I123pd	[-]	4.43	3.96	12.3	0.0107	0.00250		-1.20		0.0457	0.568	0.307
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
I123pd	[-]	14.5	13.8	16.0	0.368	0.00347		-0.0990		0.0507	0.696	0.373
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
I123pd	[-]	2.83	2.77	7.14	0.0982			-1.20		0.0318	0.584	0.308
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
I123pd	[-]	43.7	40.6	24.1	2.81	0.0567		10.0		0.00955	0.841	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
I123pd	[-]	39.1	38.1	39.1	0.242	9.45e-06		0.0280		0.0619	0.772	0.417
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
I123pd	[-]	33.2	33.1	28.5	0.792	0.00298		0.557		0.144	0.692	0.418
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
I123pd	[-]	24.5	23.1	18.0	0.817	0.00731		1.68		0.0548	0.722	0.388
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
I123pd	[-]	4.19	4.27	6.33	0.0575	3.84e-06		-0.528		0.0544	0.599	0.327
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
I123pd	[-]	6.31	5.71	6.59	0.517	0.0200		0.189		0.167	0.761	0.464
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
I123pd	[-]	13.6	12.6	14.8	0.699	0.0195		0.282		0.0387	0.801	0.420
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.
I123pd	[-]	469.	457.	378.	9.95	0.137		1.00		0.106	0.767	0.436
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
I123pd	[-]	2.66	2.52	3.57	0.127	0.000723		-0.0207		0.235	0.813	0.524
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
I123pd	[-]	6.66	6.29	8.70	0.220			-0.196		0.102	0.849	0.475
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
I123pd	[-]	11.2	10.1	8.77	0.816	0.0207		2.02		0.0303	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
I123pd	[-]	17.8	17.3	15.4	0.297	9.41e-05		0.835		0.0855	0.919	0.502
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
I123pd	[-]	28.3	28.1	20.4	0.405			1.89		0.0647	0.796	0.430
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
I123pd	[-]	6.03	5.99	8.38	0.123			-0.403		0.0552	0.848	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
I123pd	[-]	143.	142.	81.9	0.744	0.000541		7.45		0.00932	0.878	0.443
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
I123pd	[-]	20.8	20.9	12.5	0.311	0.00140		1.39		0.0407	0.600	0.320
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
I123pd	[-]	6.03	5.86	3.51	0.154	0.000897		1.16		0.145	0.592	0.369
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