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	[-]	70.3
I65_CRUJRA	[-]	56.2	57.4	70.2		0.101		-2.26		0.665	0.944	0.804
I67_GSWP3	[-]	46.4	47.1	70.3		2.31e-05		-4.03		0.649	0.859	0.754
I68_CRUJRA	[-]	49.0	50.0	70.3		2.31e-05		-3.36		0.634	0.896	0.765
I69_CRUJRA	[-]	49.8	50.6	70.2		0.101		-3.76		0.646	0.910	0.778

	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
I65_CRUJRA	[-]	6.87	5.89	14.7		0.0144		-1.29		0.639	0.584	0.612
I67_GSWP3	[-]	4.33	3.67	14.8		0.00190		-1.61		0.633	0.297	0.465
I68_CRUJRA	[-]	5.76	4.96	14.8		0.00190		-1.40		0.634	0.389	0.511
I69_CRUJRA	[-]	5.60	4.89	14.7		0.0144		-1.45		0.633	0.391	0.512

	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	[-]	29.1
I65_CRUJRA	[-]	24.8	24.4	29.0		0.0466		-0.131		0.522	0.840	0.681
I67_GSWP3	[-]	12.0	11.9	29.1		0.00200		-1.37		0.527	0.642	0.584
I68_CRUJRA	[-]	18.9	18.6	29.1		0.00200		-0.654		0.527	0.814	0.670
I69_CRUJRA	[-]	18.9	18.6	29.0		0.0466		-0.761		0.529	0.822	0.675

	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	[-]	5.50
I65_CRUJRA	[-]	8.70	8.77	5.54		0.0233		1.20		0.412	0.827	0.620
I67_GSWP3	[-]	9.33	9.41	5.56		0.00		1.62		0.365	0.859	0.612
I68_CRUJRA	[-]	8.27	8.34	5.56		0.00		1.20		0.424	0.862	0.643
I69_CRUJRA	[-]	8.25	8.31	5.54		0.0233		1.06		0.429	0.856	0.643

	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	[-]	45.9
I65_CRUJRA	[-]	55.4	55.4	44.6		1.20		10.1		0.399	0.887	0.643
I67_GSWP3	[-]	49.9	49.9	45.7		0.0381		9.15		0.376	0.841	0.609
I68_CRUJRA	[-]	53.5	53.5	45.7		0.0381		10.2		0.357	0.857	0.607
I69_CRUJRA	[-]	51.9	51.9	44.6		1.20		8.80		0.417	0.877	0.647

	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	[-]	73.3
I65_CRUJRA	[-]	73.5	72.3	73.2		0.0600		0.0565		0.590	0.916	0.753
I67_GSWP3	[-]	75.5	74.5	73.3		0.000253		0.612		0.646	0.936	0.791
I68_CRUJRA	[-]	70.1	68.9	73.3		0.000253		-0.148		0.599	0.891	0.745
I69_CRUJRA	[-]	70.3	69.0	73.2		0.0600		-0.300		0.604	0.912	0.758

	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	[-]	24.4
I65_CRUJRA	[-]	40.8	41.8	24.1		0.0333		1.35		0.555	0.630	0.592
I67_GSWP3	[-]	42.5	43.4	24.2		0.000834		1.48		0.516	0.635	0.576
I68_CRUJRA	[-]	39.1	40.1	24.2		0.000834		1.40		0.544	0.655	0.599
I69_CRUJRA	[-]	39.3	40.3	24.1		0.0333		1.25		0.558	0.664	0.611

	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
I65_CRUJRA	[-]	35.0	34.3	16.0		0.0996		3.80		0.375	0.526	0.450
I67_GSWP3	[-]	27.4	26.8	16.1		0.00751		2.71		0.404	0.675	0.539
I68_CRUJRA	[-]	32.0	31.6	16.1		0.00751		3.63		0.360	0.585	0.473
I69_CRUJRA	[-]	32.6	31.9	16.0		0.0996		3.40		0.383	0.581	0.482

	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	[-]	5.95
I65_CRUJRA	[-]	9.64	9.93	5.90		0.00243		1.18		0.433	0.886	0.659
I67_GSWP3	[-]	11.9	12.4	5.90		1.72e-05		1.95		0.328	0.911	0.620
I68_CRUJRA	[-]	9.05	9.33	5.90		1.72e-05		1.06		0.439	0.896	0.668
I69_CRUJRA	[-]	9.05	9.32	5.90		0.00243		1.01		0.448	0.897	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	[-]	11.2
I65_CRUJRA	[-]	13.6	13.6	10.9		0.323		1.13		0.525	0.809	0.667
I67_GSWP3	[-]	11.7	11.7	11.2		0.0228		1.23		0.557	0.770	0.664
I68_CRUJRA	[-]	13.3	13.3	11.2		0.0228		1.32		0.512	0.783	0.647
I69_CRUJRA	[-]	13.2	13.2	10.9		0.323		1.06		0.537	0.818	0.677

	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	[-]	27.0
I65_CRUJRA	[-]	17.8	17.6	27.0		0.0892		-0.667		0.499	0.797	0.648
I67_GSWP3	[-]	17.9	17.4	27.0		0.00628		-0.331		0.471	0.820	0.646
I68_CRUJRA	[-]	18.0	17.6	27.0		0.00628		-0.360		0.474	0.746	0.610
I69_CRUJRA	[-]	18.3	18.0	27.0		0.0892		-0.598		0.498	0.799	0.649

	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	[-]	626.
I65_CRUJRA	[-]	690.	689.	624.	0.00411	2.64		1.13		0.568	0.911	0.740
I67_GSWP3	[-]	617.	616.	626.	0.00298	0.107		0.804		0.559	0.898	0.728
I68_CRUJRA	[-]	649.	647.	626.	0.00346	0.107		1.05		0.558	0.903	0.731
I69_CRUJRA	[-]	645.	643.	624.	0.00384	2.64		0.786		0.575	0.913	0.744

	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	[-]	1.75
I65_CRUJRA	[-]	3.49	3.52	1.74		0.00994		0.159		0.859	0.725	0.792
I67_GSWP3	[-]	2.38	2.40	1.75		0.000906		0.112		0.874	0.660	0.767
I68_CRUJRA	[-]	3.44	3.46	1.75		0.000906		0.183		0.851	0.671	0.761
I69_CRUJRA	[-]	3.58	3.61	1.74		0.00994		0.164		0.858	0.722	0.790

	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	[-]	10.2
I65_CRUJRA	[-]	12.7	12.4	10.1		0.0271		0.546		0.500	0.810	0.655
I67_GSWP3	[-]	18.8	18.5	10.2		0.00		1.49		0.424	0.697	0.561
I68_CRUJRA	[-]	12.7	12.4	10.2		0.00		0.668		0.501	0.792	0.647
I69_CRUJRA	[-]	12.5	12.2	10.1		0.0271		0.530		0.505	0.804	0.654

	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	[-]	10.1
I65_CRUJRA	[-]	14.6	14.1	9.92		0.139		3.14		0.383	0.613	0.498
I67_GSWP3	[-]	11.7	11.3	10.0		0.0248		2.59		0.393	0.649	0.521
I68_CRUJRA	[-]	13.9	13.4	10.0		0.0248		3.52		0.352	0.624	0.488
I69_CRUJRA	[-]	14.0	13.6	9.92		0.139		2.88		0.388	0.628	0.508

	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	[-]	22.6
I65_CRUJRA	[-]	22.9	22.8	22.5		0.0216		0.683		0.611	0.939	0.775
I67_GSWP3	[-]	15.9	15.8	22.6		3.90e-05		-0.941		0.563	0.864	0.713
I68_CRUJRA	[-]	22.4	22.2	22.6		3.90e-05		0.712		0.599	0.927	0.763
I69_CRUJRA	[-]	22.2	22.1	22.5		0.0216		0.493		0.618	0.940	0.779

	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	[-]	35.1
I65_CRUJRA	[-]	44.0	44.3	35.0		0.199		2.31		0.498	0.913	0.706
I67_GSWP3	[-]	52.5	52.7	35.1		0.00		4.13		0.468	0.933	0.701
I68_CRUJRA	[-]	43.7	43.9	35.1		0.00		2.49		0.487	0.894	0.690
I69_CRUJRA	[-]	43.8	44.1	35.0		0.199		2.30		0.506	0.916	0.711

	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	[-]	10.3
I65_CRUJRA	[-]	6.24	6.30	10.3		0.0522		-0.769		0.495	0.659	0.577
I67_GSWP3	[-]	9.38	9.51	10.3		0.00		0.259		0.450	0.796	0.623
I68_CRUJRA	[-]	5.88	6.00	10.3		0.00		-0.643		0.474	0.667	0.570
I69_CRUJRA	[-]	5.86	5.92	10.3		0.0522		-0.847		0.494	0.658	0.576

	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	[-]	185.
I65_CRUJRA	[-]	198.	198.	186.		0.0828		2.25		0.690	0.962	0.826
I67_GSWP3	[-]	162.	161.	186.		0.000655		-1.94		0.689	0.866	0.777
I68_CRUJRA	[-]	187.	187.	186.		0.000655		1.00		0.695	0.926	0.810
I69_CRUJRA	[-]	185.	185.	186.		0.0828		0.683		0.712	0.945	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	[-]	21.6
I65_CRUJRA	[-]	37.1	37.8	21.5	0.00411	0.0295		2.76		0.387	0.753	0.570
I67_GSWP3	[-]	26.6	27.3	21.5	0.00298	0.000785		1.17		0.477	0.828	0.653
I68_CRUJRA	[-]	32.2	32.9	21.5	0.00346	0.000785		2.01		0.415	0.826	0.621
I69_CRUJRA	[-]	31.8	32.4	21.5	0.00384	0.0295		1.96		0.418	0.795	0.606

	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	[-]	6.07
I65_CRUJRA	[-]	8.35	8.31	5.89		0.0833		1.82		0.452	0.671	0.562
I67_GSWP3	[-]	9.47	9.47	5.97		0.000333		1.78		0.429	0.742	0.585
I68_CRUJRA	[-]	9.94	9.92	5.97		0.000333		2.09		0.422	0.648	0.535
I69_CRUJRA	[-]	8.42	8.37	5.89		0.0833		1.84		0.446	0.667	0.557

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