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
101	[-]	61.9	58.0	41.5	0.850	0.00131		4.31		0.0229	0.754	0.388
105	[-]	44.4	41.5	41.5	0.590	0.00131		0.472		0.0276	0.945	0.486
111	[-]	48.4	45.5	41.5	0.632	0.00131		1.37		0.0211	0.903	0.462
112	[-]	45.2	42.4	41.5	0.644	0.00131		0.703		0.0250	0.907	0.466
113	[-]	30.2	28.2	41.5	0.414	0.00131		-2.60		0.0280	0.902	0.465
114	[-]	44.8	42.0	41.5	0.564	0.00131		0.552		0.0277	0.932	0.480

	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
101	[-]	4.27	6.12	12.3	0.0406	0.00117		-0.885		0.0435	0.816	0.430
105	[-]	3.57	5.05	12.3	0.0291	0.00117		-1.05		0.0413	0.781	0.411
111	[-]	3.75	5.33	12.3	0.0290	0.00117		-1.01		0.0419	0.804	0.423
112	[-]	3.52	4.97	12.3	0.0298	0.00117		-1.06		0.0426	0.770	0.406
113	[-]	3.41	4.52	12.3	0.0205	0.00117		-1.13		0.0434	0.673	0.358
114	[-]	3.97	5.47	12.3	0.0271	0.00117		-0.989		0.0412	0.806	0.423

	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
101	[-]	18.6	17.9	16.0	0.972	0.00930		0.536		0.0436	0.388	0.216
105	[-]	14.7	14.2	16.0	0.703	0.00930		0.0586		0.0546	0.570	0.312
111	[-]	16.2	15.5	16.0	0.756	0.00930		0.210		0.0575	0.504	0.281
112	[-]	15.5	14.9	16.0	0.739	0.00930		0.134		0.0564	0.531	0.294
113	[-]	13.8	13.4	16.0	0.535	0.00930		-0.0896		0.0549	0.697	0.376
114	[-]	17.1	16.5	16.0	0.744	0.00930		0.304		0.0543	0.513	0.284

	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
101	[-]	5.81	5.81	7.13	0.244	0.0120		-0.163		0.0564	0.921	0.489
105	[-]	1.47	1.50	7.13	0.0761	0.0120		-1.63		0.0223	0.508	0.265
111	[-]	2.58	2.58	7.13	0.138	0.0120		-1.24		0.0283	0.735	0.382
112	[-]	2.51	2.51	7.13	0.134	0.0120		-1.27		0.0285	0.723	0.376
113	[-]	1.80	1.84	7.13	0.0986	0.0120		-1.50		0.0225	0.640	0.331
114	[-]	1.45	1.47	7.13	0.0857	0.0120		-1.63		0.0215	0.536	0.279

	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
101	[-]	61.9	54.5	23.8	5.60	0.387		18.2		0.00193	0.597	0.299
105	[-]	40.7	35.8	23.8	3.74	0.387		9.88		0.0108	0.872	0.442
111	[-]	46.8	41.2	23.8	4.24	0.387		12.2		0.00673	0.782	0.395
112	[-]	46.2	40.7	23.8	4.18	0.387		11.9		0.00632	0.791	0.399
113	[-]	26.1	23.0	23.8	2.36	0.387		3.94		0.0352	0.892	0.464
114	[-]	45.2	39.8	23.8	4.08	0.387		11.6		0.00894	0.793	0.401

	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
101	[-]	83.3	80.2	39.1	0.729	0.0154		4.79		0.0182	0.733	0.376
105	[-]	55.2	53.2	39.1	0.498	0.0154		1.74		0.0707	0.831	0.451
111	[-]	57.2	54.9	39.1	0.622	0.0154		1.96		0.0636	0.829	0.446
112	[-]	52.5	50.5	39.1	0.592	0.0154		1.45		0.0564	0.805	0.431
113	[-]	61.1	58.8	39.1	0.625	0.0154		2.38		0.0596	0.858	0.459
114	[-]	57.1	55.0	39.1	0.600	0.0154		1.94		0.0713	0.841	0.456

	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
101	[-]	45.7	45.2	28.4	1.52	0.0445		1.33		0.120	0.530	0.325
105	[-]	37.0	36.5	28.4	1.19	0.0445		0.765		0.142	0.665	0.404
111	[-]	36.4	35.7	28.4	1.30	0.0445		0.756		0.141	0.645	0.393
112	[-]	35.3	34.6	28.4	1.27	0.0445		0.683		0.143	0.660	0.401
113	[-]	38.3	37.6	28.4	1.28	0.0445		0.847		0.137	0.639	0.388
114	[-]	37.9	37.3	28.4	1.26	0.0445		0.827		0.137	0.650	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	[-]	18.0
101	[-]	38.1	33.7	18.0	1.85	0.0210		3.81		0.0335	0.456	0.244
105	[-]	26.8	23.9	18.0	1.27	0.0210		1.96		0.0408	0.701	0.371
111	[-]	28.0	24.9	18.0	1.35	0.0210		2.17		0.0421	0.647	0.345
112	[-]	27.5	24.4	18.0	1.35	0.0210		2.10		0.0418	0.656	0.349
113	[-]	21.2	19.0	18.0	0.857	0.0210		0.895		0.0517	0.876	0.464
114	[-]	26.3	23.3	18.0	1.23	0.0210		1.86		0.0441	0.704	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	[-]	6.33
101	[-]	7.56	8.59	6.33	0.107	0.000105		0.675		0.0682	0.910	0.489
105	[-]	2.66	3.28	6.33	0.0242	0.000105		-0.860		0.0615	0.791	0.426
111	[-]	4.10	4.78	6.33	0.0564	0.000105		-0.424		0.0640	0.851	0.457
112	[-]	3.93	4.45	6.33	0.0557	0.000105		-0.517		0.0621	0.807	0.435
113	[-]	3.31	4.07	6.33	0.0297	0.000105		-0.639		0.0775	0.853	0.465
114	[-]	3.03	3.74	6.33	0.0311	0.000105		-0.732		0.0750	0.826	0.450

	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
101	[-]	13.5	11.4	6.56	1.39	0.0501		1.26		0.148	0.580	0.364
105	[-]	7.07	5.98	6.56	0.723	0.0501		0.300		0.182	0.797	0.490
111	[-]	7.25	6.13	6.56	0.729	0.0501		0.331		0.181	0.793	0.487
112	[-]	6.62	5.65	6.56	0.639	0.0501		0.219		0.181	0.764	0.473
113	[-]	7.60	6.45	6.56	0.751	0.0501		0.383		0.177	0.801	0.489
114	[-]	8.50	7.21	6.56	0.845	0.0501		0.503		0.174	0.808	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	[-]	14.8
101	[-]	21.4	20.0	14.8	1.16	0.00518		1.85		0.0298	0.574	0.302
105	[-]	16.5	15.4	14.8	0.959	0.00518		0.915		0.0394	0.752	0.396
111	[-]	16.5	15.4	14.8	0.931	0.00518		0.880		0.0384	0.761	0.400
112	[-]	15.7	14.7	14.8	0.905	0.00518		0.731		0.0373	0.767	0.402
113	[-]	18.7	17.5	14.8	1.02	0.00518		1.32		0.0416	0.756	0.399
114	[-]	18.5	17.4	14.8	1.01	0.00518		1.29		0.0403	0.755	0.398

	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.
101	[-]	735.	705.	377.	20.5	0.861		3.07		0.0908	0.500	0.295
105	[-]	512.	491.	377.	14.2	0.861		1.34		0.104	0.745	0.425
111	[-]	546.	523.	377.	15.4	0.861		1.61		0.103	0.694	0.398
112	[-]	528.	506.	377.	15.0	0.861		1.47		0.103	0.697	0.400
113	[-]	447.	430.	377.	11.7	0.861		0.805		0.104	0.863	0.483
114	[-]	530.	508.	377.	15.0	0.861		1.49		0.102	0.732	0.417

	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
101	[-]	4.70	4.23	3.57	0.256	0.000370		0.0931		0.233	0.752	0.493
105	[-]	3.61	3.23	3.57	0.213	0.000370		0.0255		0.237	0.780	0.509
111	[-]	3.30	2.97	3.57	0.191	0.000370		0.00255		0.237	0.822	0.530
112	[-]	3.23	2.91	3.57	0.183	0.000370		-0.00174		0.237	0.825	0.531
113	[-]	3.97	3.57	3.57	0.231	0.000370		0.0475		0.235	0.764	0.500
114	[-]	4.00	3.59	3.57	0.231	0.000370		0.0503		0.235	0.761	0.498

	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
101	[-]	13.5	12.5	8.70	0.436	0.00221		0.800		0.0724	0.641	0.357
105	[-]	10.5	9.86	8.70	0.290	0.00221		0.335		0.0926	0.715	0.404
111	[-]	10.5	9.76	8.70	0.336	0.00221		0.355		0.0882	0.715	0.402
112	[-]	9.36	8.67	8.70	0.318	0.00221		0.185		0.0905	0.753	0.422
113	[-]	10.7	10.0	8.70	0.311	0.00221		0.378		0.0897	0.704	0.397
114	[-]	11.1	10.4	8.70	0.316	0.00221		0.430		0.0876	0.690	0.389

	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
101	[-]	17.1	14.3	8.72	1.83	0.0749		4.28		0.0262	0.281	0.154
105	[-]	12.1	10.1	8.72	1.34	0.0749		2.35		0.0257	0.503	0.264
111	[-]	13.1	11.0	8.72	1.41	0.0749		2.72		0.0265	0.436	0.231
112	[-]	12.6	10.5	8.72	1.36	0.0749		2.51		0.0244	0.452	0.238
113	[-]	8.74	7.39	8.72	0.916	0.0749		0.908		0.0350	0.791	0.413
114	[-]	12.8	10.7	8.72	1.38	0.0749		2.55		0.0254	0.472	0.249

	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
101	[-]	22.5	21.8	15.3	0.549	0.0142		2.16		0.0484	0.829	0.439
105	[-]	16.8	16.3	15.3	0.430	0.0142		0.721		0.0618	0.890	0.476
111	[-]	20.5	19.8	15.3	0.446	0.0142		1.57		0.0607	0.892	0.476
112	[-]	19.5	18.9	15.3	0.431	0.0142		1.34		0.0640	0.904	0.484
113	[-]	19.9	19.2	15.3	0.458	0.0142		1.44		0.0636	0.902	0.483
114	[-]	19.0	18.3	15.3	0.443	0.0142		1.22		0.0628	0.910	0.486

	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
101	[-]	52.4	51.6	20.3	0.711	0.0776		6.62		0.0114	0.633	0.322
105	[-]	40.4	39.6	20.3	0.533	0.0776		4.21		0.0279	0.807	0.417
111	[-]	38.9	38.2	20.3	0.555	0.0776		3.96		0.0289	0.818	0.423
112	[-]	35.7	35.0	20.3	0.525	0.0776		3.33		0.0381	0.810	0.424
113	[-]	40.8	40.1	20.3	0.549	0.0776		4.31		0.0248	0.813	0.419
114	[-]	40.6	40.0	20.3	0.544	0.0776		4.28		0.0248	0.817	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	[-]	8.38
101	[-]	9.47	9.51	8.37	0.155	0.00444		0.609		0.0395	0.901	0.470
105	[-]	7.69	7.73	8.37	0.127	0.00444		0.102		0.0483	0.900	0.474
111	[-]	6.63	6.69	8.37	0.116	0.00444		-0.177		0.0485	0.873	0.461
112	[-]	6.23	6.34	8.37	0.115	0.00444		-0.268		0.0509	0.860	0.456
113	[-]	7.49	7.53	8.37	0.127	0.00444		0.0532		0.0485	0.896	0.472
114	[-]	7.55	7.59	8.37	0.128	0.00444		0.0661		0.0485	0.896	0.472

	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
101	[-]	212.	209.	81.8	1.38	0.0397		15.8		0.00245	0.577	0.290
105	[-]	144.	142.	81.8	0.964	0.0397		7.70		0.00993	0.846	0.428
111	[-]	155.	154.	81.8	1.03	0.0397		9.07		0.00699	0.793	0.400
112	[-]	157.	156.	81.8	1.04	0.0397		9.30		0.00605	0.769	0.387
113	[-]	104.	103.	81.8	0.665	0.0397		2.93		0.0224	0.961	0.492
114	[-]	141.	140.	81.8	0.943	0.0397		7.36		0.0105	0.859	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	[-]	12.5
101	[-]	32.6	32.3	12.4	0.478	0.0247		3.30		0.0311	0.370	0.201
105	[-]	21.1	20.9	12.4	0.313	0.0247		1.47		0.0459	0.573	0.309
111	[-]	23.7	23.4	12.4	0.334	0.0247		1.87		0.0376	0.501	0.269
112	[-]	23.1	22.8	12.4	0.334	0.0247		1.79		0.0350	0.521	0.278
113	[-]	19.7	19.4	12.4	0.256	0.0247		1.23		0.0361	0.610	0.323
114	[-]	23.5	23.2	12.4	0.317	0.0247		1.83		0.0271	0.511	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	[-]	3.51
101	[-]	8.99	8.37	3.44	0.260	0.0751		2.44		0.127	0.282	0.204
105	[-]	5.33	4.99	3.44	0.148	0.0751		1.08		0.146	0.548	0.347
111	[-]	6.10	5.73	3.44	0.164	0.0751		1.42		0.143	0.430	0.287
112	[-]	5.81	5.43	3.44	0.152	0.0751		1.29		0.145	0.450	0.297
113	[-]	5.61	5.28	3.44	0.150	0.0751		1.21		0.145	0.522	0.334
114	[-]	6.22	5.84	3.44	0.157	0.0751		1.39		0.144	0.486	0.315

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