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
271	[-]	40.9	41.2	41.5	0.350	2.13e-05		0.320		0.0315	0.956	0.494
330	[-]	49.2	49.8	41.5	0.386	2.13e-05		2.30		0.0329	0.919	0.476
CMIP6_001	[-]	48.4	49.0	41.4	0.201	0.0735		2.00		0.0273	0.910	0.469

	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
271	[-]	4.33	3.93	12.3	0.0116	0.00250		-1.21		0.0469	0.570	0.308
330	[-]	6.49	5.80	12.3	0.0143	0.00250		-0.937		0.0447	0.826	0.435
CMIP6_001	[-]	4.43	3.87	12.3	0.00480	0.0151		-1.22		0.0430	0.745	0.394

	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
271	[-]	10.3	9.78	16.0	0.259	0.00347		-0.560		0.0446	0.798	0.421
330	[-]	16.7	15.9	16.0	0.351	0.00347		0.123		0.0475	0.616	0.332
CMIP6_001	[-]	20.7	19.9	16.0	0.336	0.0363		0.554		0.0484	0.447	0.248

	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
271	[-]	2.45	2.39	7.14	0.0934			-1.31		0.0286	0.553	0.291
330	[-]	3.10	3.02	7.14	0.120			-1.09		0.0319	0.726	0.379
CMIP6_001	[-]	4.36	4.37	7.11	0.0366	0.0307		-0.772		0.0334	0.884	0.459

	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
271	[-]	38.0	35.4	24.1	2.43	0.0567		7.82		0.0199	0.873	0.446
330	[-]	43.4	40.3	24.1	2.86	0.0567		10.0		0.0137	0.811	0.413
CMIP6_001	[-]	45.5	43.3	23.2	2.00	0.950		10.7		0.0104	0.833	0.421

	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
271	[-]	33.5	32.6	39.1	0.236	9.45e-06		-0.573		0.0666	0.767	0.417
330	[-]	48.8	47.6	39.1	0.339	9.45e-06		1.14		0.0826	0.894	0.488
CMIP6_001	[-]	56.9	55.6	39.1	0.399	0.0261		1.98		0.0578	0.698	0.378

	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
271	[-]	31.3	31.3	28.5	0.723	0.00298		0.437		0.149	0.723	0.436
330	[-]	32.7	32.8	28.5	0.741	0.00298		0.521		0.149	0.716	0.433
CMIP6_001	[-]	34.8	35.0	28.4	0.603	0.0834		0.587		0.155	0.715	0.435

	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
271	[-]	17.4	16.2	18.0	0.640	0.00731		0.555		0.0557	0.809	0.432
330	[-]	22.2	20.9	18.0	0.810	0.00731		1.39		0.0531	0.692	0.372
CMIP6_001	[-]	24.1	22.7	17.8	0.644	0.146		1.55		0.0463	0.632	0.339

	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
271	[-]	2.33	2.39	6.33	0.0254	3.84e-06		-1.08		0.0643	0.454	0.259
330	[-]	2.74	2.90	6.33	0.0313	3.84e-06		-0.923		0.0635	0.625	0.344
CMIP6_001	[-]	2.70	2.86	6.33	0.0119	0.00125		-0.976		0.0593	0.793	0.426

	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
271	[-]	7.26	6.70	6.59	0.498	0.0200		0.299		0.151	0.745	0.448
330	[-]	8.44	7.83	6.59	0.543	0.0200		0.460		0.129	0.743	0.436
CMIP6_001	[-]	11.8	10.8	6.39	0.803	0.216		1.01		0.157	0.633	0.395

	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
271	[-]	12.1	11.3	14.8	0.584	0.00137		-0.0645		0.0356	0.833	0.434
330	[-]	14.3	13.4	14.8	0.676	0.00137		0.391		0.0393	0.846	0.442
CMIP6_001	[-]	14.8	14.0	14.7	0.567	0.0863		0.441		0.0270	0.440	0.233

	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.
271	[-]	352.	343.	378.	8.22	0.119		0.128		0.107	0.850	0.478
330	[-]	469.	457.	378.	9.82	0.119		0.998		0.106	0.787	0.447
CMIP6_001	[-]	490.	481.	376.	7.40	2.27		1.12		0.104	0.725	0.415

	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
271	[-]	2.12	2.07	3.57	0.0738	0.000723		-0.0638		0.235	0.671	0.453
330	[-]	2.42	2.37	3.57	0.0838	0.000723		-0.0421		0.234	0.770	0.502
CMIP6_001	[-]	1.22	1.21	3.55	0.0306	0.0201		-0.129		0.237	0.302	0.269

	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
271	[-]	4.53	4.36	8.70	0.114			-0.551		0.0949	0.657	0.376
330	[-]	10.1	9.87	8.70	0.219			0.311		0.0791	0.790	0.435
CMIP6_001	[-]	10.3	10.5	8.67	0.0942	0.0285		0.336		0.0689	0.573	0.321

	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
271	[-]	9.37	8.52	8.77	0.592	0.0207		1.08		0.0365	0.719	0.378
330	[-]	12.5	11.4	8.77	0.774	0.0207		2.31		0.0324	0.576	0.304
CMIP6_001	[-]	10.0	9.33	8.67	0.462	0.122		1.28		0.0381	0.559	0.298

	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
271	[-]	14.2	13.8	15.4	0.268	9.41e-05		-0.0500		0.0702	0.921	0.496
330	[-]	15.1	14.6	15.4	0.281	9.41e-05		0.173		0.0720	0.923	0.498
CMIP6_001	[-]	9.84	9.59	15.3	0.168	0.0179		-1.10		0.0483	0.861	0.455

	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
271	[-]	17.2	17.0	20.4	0.337			-0.216		0.0571	0.777	0.417
330	[-]	31.9	31.5	20.4	0.383			2.50		0.0514	0.921	0.486
CMIP6_001	[-]	35.9	35.4	20.2	0.251	0.213		3.23		0.0591	0.611	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	[-]	8.38
271	[-]	5.57	5.52	8.38	0.109			-0.533		0.0559	0.792	0.424
330	[-]	6.45	6.41	8.38	0.114			-0.313		0.0571	0.820	0.438
CMIP6_001	[-]	1.70	1.70	8.33	0.0296	0.0498		-1.53		0.0618	0.354	0.208

	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
271	[-]	83.4	82.8	81.9	0.484	0.000541		0.342		0.0161	0.802	0.409
330	[-]	120.	119.	81.9	0.601	0.000541		4.63		0.0241	0.797	0.411
CMIP6_001	[-]	132.	131.	81.8	0.367	0.0650		6.17		0.0158	0.788	0.402

	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
271	[-]	8.45	8.44	12.5	0.222	0.00140		-0.505		0.0859	0.747	0.417
330	[-]	13.4	13.4	12.5	0.295	0.00140		0.271		0.0938	0.671	0.383
CMIP6_001	[-]	13.3	13.4	12.5	0.242	0.0168		0.337		0.0598	0.570	0.315

	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
271	[-]	7.20	6.96	3.51	0.164	0.000897		1.40		0.106	0.769	0.438
330	[-]	8.71	8.46	3.51	0.176	0.000897		1.91		0.0994	0.642	0.371
CMIP6_001	[-]	7.20	7.10	3.44	0.130	0.0679		1.61		0.115	0.495	0.305

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