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	[-]	50.2
271	[-]	40.9	41.6	50.2		1.65e-05		-1.06		0.641	0.943	0.792
330	[-]	49.3	50.4	50.2		1.65e-05		0.845		0.623	0.968	0.795
CMIP6_001	[-]	48.5	49.3	50.1		0.0725		0.247		0.682	0.975	0.829

	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	[-]	10.5
271	[-]	4.25	3.76	10.5		0.00136		-0.974		0.612	0.377	0.495
330	[-]	6.54	5.68	10.5		0.00136		-0.687		0.614	0.737	0.675
CMIP6_001	[-]	4.35	3.67	10.5		0.0103		-1.01		0.639	0.603	0.621

	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	[-]	20.8
271	[-]	10.1	9.93	20.8		0.00143		-0.862		0.523	0.687	0.605
330	[-]	16.5	16.3	20.8		0.00143		-0.182		0.518	0.852	0.685
CMIP6_001	[-]	20.6	20.3	20.7		0.0333		0.205		0.490	0.824	0.657

	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	[-]	3.92
271	[-]	2.51	2.53	3.97		0.00		-0.177		0.602	0.793	0.698
330	[-]	3.08	3.11	3.97		0.00		0.0279		0.611	0.856	0.733
CMIP6_001	[-]	4.38	4.42	3.95		0.0167		0.208		0.509	0.836	0.672

	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	[-]	32.7
271	[-]	38.1	38.1	32.6		0.0272		7.32		0.366	0.867	0.616
330	[-]	43.7	43.7	32.6		0.0272		9.60		0.323	0.873	0.598
CMIP6_001	[-]	45.4	45.4	31.8		0.853		9.36		0.356	0.905	0.630

	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	[-]	52.3
271	[-]	33.9	33.2	52.3		0.000181		-1.82		0.595	0.872	0.733
330	[-]	49.0	48.2	52.3		0.000181		-0.116		0.680	0.905	0.793
CMIP6_001	[-]	57.3	56.5	52.3		0.0428		0.657		0.662	0.944	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	[-]	17.4
271	[-]	31.7	32.6	17.2		0.000596		1.25		0.538	0.541	0.539
330	[-]	32.6	33.5	17.2		0.000596		1.31		0.538	0.547	0.542
CMIP6_001	[-]	35.0	35.9	17.2		0.0238		1.33		0.500	0.555	0.527

	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	[-]	11.4
271	[-]	17.4	16.9	11.5		0.00536		1.78		0.463	0.649	0.556
330	[-]	22.3	21.8	11.5		0.00536		2.67		0.421	0.502	0.461
CMIP6_001	[-]	23.7	23.1	11.4		0.0711		2.74		0.434	0.443	0.439

	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	[-]	4.25
271	[-]	2.46	2.53	4.22		1.23e-05		-0.399		0.613	0.555	0.584
330	[-]	2.85	3.02	4.22		1.23e-05		-0.250		0.627	0.732	0.680
CMIP6_001	[-]	2.76	2.91	4.21		0.00173		-0.335		0.528	0.760	0.644

	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	[-]	7.97
271	[-]	7.42	7.42	7.96		0.0163		0.455		0.505	0.635	0.570
330	[-]	8.43	8.43	7.96		0.0163		0.608		0.453	0.633	0.543
CMIP6_001	[-]	12.0	12.0	7.75		0.231		1.24		0.539	0.732	0.636

	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	[-]	19.2
271	[-]	12.1	11.9	19.3		0.000853		-0.322		0.457	0.744	0.600
330	[-]	14.4	14.1	19.3		0.000853		0.138		0.467	0.784	0.625
CMIP6_001	[-]	15.0	14.7	19.3		0.0637		0.0638		0.471	0.744	0.608

	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	[-]	447.
271	[-]	354.	353.	447.	0.00201	0.0730		-0.0198		0.578	0.849	0.713
330	[-]	469.	468.	447.	0.00251	0.0730		0.838		0.573	0.893	0.733
CMIP6_001	[-]	492.	491.	445.	0.00330	1.88		0.845		0.577	0.890	0.734

	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	[-]	1.25
271	[-]	2.09	2.12	1.25		0.000647		0.0929		0.875	0.764	0.819
330	[-]	2.42	2.46	1.25		0.000647		0.118		0.867	0.748	0.807
CMIP6_001	[-]	1.28	1.30	1.25		0.00710		0.0213		0.895	0.559	0.727

	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	[-]	7.25
271	[-]	4.65	4.57	7.25		0.00		-0.215		0.582	0.680	0.631
330	[-]	10.3	10.3	7.25		0.00		0.620		0.522	0.755	0.639
CMIP6_001	[-]	10.4	10.6	7.23		0.0194		0.538		0.490	0.597	0.543

	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	[-]	7.19
271	[-]	9.52	9.23	7.17		0.0177		2.15		0.377	0.710	0.544
330	[-]	12.5	12.2	7.17		0.0177		3.36		0.317	0.582	0.449
CMIP6_001	[-]	10.0	9.77	7.09		0.0995		2.08		0.402	0.610	0.506

	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	[-]	16.1
271	[-]	14.4	14.2	16.1		2.79e-05		0.126		0.600	0.914	0.757
330	[-]	15.0	14.9	16.1		2.79e-05		0.306		0.600	0.918	0.759
CMIP6_001	[-]	10.0	9.92	16.1		0.0154		-0.970		0.552	0.863	0.707

	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	[-]	25.1
271	[-]	17.4	17.5	25.1		0.00		-0.736		0.488	0.787	0.637
330	[-]	31.9	32.0	25.1		0.00		1.90		0.505	0.893	0.699
CMIP6_001	[-]	36.1	35.9	25.0		0.142		2.55		0.508	0.817	0.663

	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	[-]	7.38
271	[-]	5.60	5.67	7.36		0.00		-0.0853		0.522	0.758	0.640
330	[-]	6.43	6.51	7.36		0.00		0.121		0.505	0.785	0.645
CMIP6_001	[-]	1.68	1.70	7.33		0.0373		-1.24		0.572	0.315	0.443

	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	[-]	132.
271	[-]	83.8	83.8	133.		0.000467		-5.14		0.594	0.894	0.744
330	[-]	120.	120.	133.		0.000467		-0.942		0.653	0.942	0.797
CMIP6_001	[-]	133.	133.	132.		0.0591		0.561		0.680	0.966	0.823

	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	[-]	8.39	8.64	15.3	0.00201	0.000561		-0.756		0.534	0.822	0.678
330	[-]	13.1	13.6	15.3	0.00251	0.000561		-0.00915		0.549	0.844	0.696
CMIP6_001	[-]	12.8	13.4	15.3	0.00330	0.0210		0.0101		0.479	0.797	0.638

	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	[-]	4.33
271	[-]	7.18	7.01	4.27		0.000238		1.25		0.377	0.822	0.600
330	[-]	8.67	8.44	4.27		0.000238		1.69		0.343	0.816	0.579
CMIP6_001	[-]	7.18	7.05	4.21		0.0595		1.41		0.383	0.746	0.565

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

  Title:

ESA CCI above-ground biomass product level

  Version:

3

  Institution:

GAMMA Remote Sensing

  Source:

ALOS-2 PALSAR-2 FB and WB mosaics, Sentinel-1 GRD

  History:

2022-05-17: downloaded source from https://dap.ceda.ac.uk/neodc/esacci/biomass/data/agb/maps/v3.0/netcdf/ESACCI-BIOMASS-L4-AGB-MERGED-100m-2010-fv3.0.nc

2022-05-26: coarsened to 0.5 degree resolution using https://github.com/rubisco-sfa/ILAMB-Data/blob/master/ESACCI/convert.py

  References:

M. Santoro and O. Cartus (2021), ESA Biomass Climate Change Initiative (Biomass_cci): Global datasets of forest above-ground biomass for the years 2010, 2017 and 2018, v3, NERC EDS Centre for Environmental Data Analysis, http://dx.doi.org/10.5285/5f331c418e9f4935b8eb1b836f8a91b8