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
101	[-]	61.8	59.0	50.2		8.72e-05		2.76		0.570	0.888	0.729
105	[-]	44.3	42.2	50.2		8.72e-05		-1.01		0.661	0.947	0.804
111	[-]	48.4	46.2	50.2		8.72e-05		-0.139		0.657	0.955	0.806
112	[-]	45.3	43.2	50.2		8.72e-05		-0.764		0.651	0.943	0.797
113	[-]	30.2	28.6	50.2		8.72e-05		-4.03		0.617	0.761	0.689
114	[-]	44.8	42.7	50.2		8.72e-05		-0.954		0.662	0.950	0.806

	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
101	[-]	4.27	5.94	10.5		0.000526		-0.608		0.596	0.759	0.677
105	[-]	3.58	4.92	10.5		0.000526		-0.769		0.601	0.643	0.622
111	[-]	3.73	5.15	10.5		0.000526		-0.736		0.618	0.686	0.652
112	[-]	3.50	4.82	10.5		0.000526		-0.785		0.618	0.617	0.618
113	[-]	3.41	4.40	10.5		0.000526		-0.856		0.619	0.481	0.550
114	[-]	3.97	5.32	10.5		0.000526		-0.715		0.612	0.679	0.646

	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
101	[-]	18.7	19.0	20.8		0.00616		0.324		0.469	0.698	0.584
105	[-]	14.8	15.0	20.8		0.00616		-0.206		0.525	0.813	0.669
111	[-]	16.2	16.4	20.8		0.00616		-0.0528		0.524	0.795	0.659
112	[-]	15.5	15.7	20.8		0.00616		-0.128		0.523	0.803	0.663
113	[-]	13.8	14.0	20.8		0.00616		-0.393		0.534	0.826	0.680
114	[-]	17.1	17.3	20.8		0.00616		0.0323		0.518	0.809	0.664

	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
101	[-]	5.89	6.05	3.92		0.00852		0.915		0.437	0.764	0.601
105	[-]	1.49	1.56	3.92		0.00852		-0.536		0.556	0.722	0.639
111	[-]	2.63	2.73	3.92		0.00852		-0.133		0.541	0.832	0.686
112	[-]	2.55	2.65	3.92		0.00852		-0.160		0.541	0.827	0.684
113	[-]	1.83	1.93	3.92		0.00852		-0.398		0.557	0.801	0.679
114	[-]	1.48	1.56	3.92		0.00852		-0.519		0.542	0.741	0.642

	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
101	[-]	62.0	60.4	32.4		0.341		17.4		0.192	0.797	0.495
105	[-]	40.8	39.7	32.4		0.341		9.29		0.334	0.860	0.597
111	[-]	46.9	45.7	32.4		0.341		11.6		0.290	0.876	0.583
112	[-]	46.3	45.1	32.4		0.341		11.3		0.296	0.876	0.586
113	[-]	26.2	25.5	32.4		0.341		3.42		0.416	0.655	0.536
114	[-]	45.3	44.1	32.4		0.341		10.9		0.304	0.878	0.591

	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
101	[-]	83.4	81.1	52.3		0.0206		3.49		0.511	0.951	0.731
105	[-]	55.3	53.7	52.3		0.0206		0.417		0.670	0.938	0.804
111	[-]	57.2	55.5	52.3		0.0206		0.669		0.654	0.933	0.794
112	[-]	52.6	51.1	52.3		0.0206		0.168		0.640	0.922	0.781
113	[-]	61.2	59.5	52.3		0.0206		1.09		0.654	0.932	0.793
114	[-]	57.2	55.6	52.3		0.0206		0.646		0.668	0.934	0.801

	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
101	[-]	45.3	46.9	17.4		0.0107		2.10		0.479	0.397	0.438
105	[-]	36.8	37.9	17.4		0.0107		1.51		0.535	0.506	0.521
111	[-]	36.2	37.2	17.4		0.0107		1.51		0.535	0.491	0.513
112	[-]	35.0	36.0	17.4		0.0107		1.44		0.540	0.503	0.521
113	[-]	38.1	39.1	17.4		0.0107		1.60		0.529	0.491	0.510
114	[-]	37.7	38.8	17.4		0.0107		1.58		0.529	0.498	0.514

	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
101	[-]	37.9	35.6	11.4		0.00899		5.23		0.260	0.282	0.271
105	[-]	26.7	25.2	11.4		0.00899		3.26		0.333	0.487	0.410
111	[-]	28.0	26.3	11.4		0.00899		3.49		0.329	0.437	0.383
112	[-]	27.4	25.8	11.4		0.00899		3.42		0.330	0.443	0.387
113	[-]	21.1	19.8	11.4		0.00899		2.08		0.386	0.705	0.545
114	[-]	26.2	24.6	11.4		0.00899		3.15		0.341	0.492	0.416

	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
101	[-]	7.54	8.67	4.25		0.000117		1.23		0.395	0.818	0.606
105	[-]	2.65	3.27	4.25		0.000117		-0.244		0.603	0.867	0.735
111	[-]	4.08	4.80	4.25		0.000117		0.176		0.546	0.890	0.718
112	[-]	3.91	4.46	4.25		0.000117		0.0886		0.550	0.868	0.709
113	[-]	3.30	4.07	4.25		0.000117		-0.0336		0.609	0.887	0.748
114	[-]	3.02	3.74	4.25		0.000117		-0.119		0.602	0.886	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	[-]	7.97
101	[-]	13.6	13.0	7.91		0.0641		1.52		0.480	0.682	0.581
105	[-]	7.12	6.81	7.91		0.0641		0.407		0.598	0.725	0.661
111	[-]	7.36	7.02	7.91		0.0641		0.446		0.581	0.735	0.658
112	[-]	6.73	6.45	7.91		0.0641		0.310		0.579	0.663	0.621
113	[-]	7.70	7.34	7.91		0.0641		0.490		0.573	0.772	0.673
114	[-]	8.59	8.22	7.91		0.0641		0.640		0.563	0.779	0.671

	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
101	[-]	21.4	21.0	19.2		0.00354		1.65		0.414	0.818	0.616
105	[-]	16.6	16.3	19.2		0.00354		0.721		0.435	0.808	0.622
111	[-]	16.5	16.3	19.2		0.00354		0.677		0.443	0.813	0.628
112	[-]	15.7	15.5	19.2		0.00354		0.535		0.437	0.802	0.620
113	[-]	18.7	18.4	19.2		0.00354		1.10		0.435	0.827	0.631
114	[-]	18.6	18.3	19.2		0.00354		1.07		0.435	0.826	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	[-]	447.
101	[-]	735.	726.	446.	0.00595	0.782		2.90		0.483	0.722	0.603
105	[-]	512.	506.	446.	0.00443	0.782		1.14		0.569	0.888	0.728
111	[-]	546.	539.	446.	0.00465	0.782		1.42		0.559	0.865	0.712
112	[-]	528.	522.	446.	0.00463	0.782		1.28		0.561	0.864	0.712
113	[-]	447.	443.	446.	0.00326	0.782		0.574		0.571	0.883	0.727
114	[-]	530.	524.	446.	0.00437	0.782		1.29		0.560	0.880	0.720

	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
101	[-]	4.79	4.58	1.25		0.000432		0.268		0.827	0.444	0.636
105	[-]	3.63	3.47	1.25		0.000432		0.191		0.859	0.502	0.681
111	[-]	3.36	3.22	1.25		0.000432		0.168		0.855	0.586	0.721
112	[-]	3.29	3.15	1.25		0.000432		0.163		0.856	0.606	0.731
113	[-]	4.02	3.85	1.25		0.000432		0.217		0.847	0.470	0.658
114	[-]	4.04	3.88	1.25		0.000432		0.220		0.847	0.467	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	[-]	7.25
101	[-]	13.4	12.8	7.25		0.00180		1.06		0.462	0.581	0.522
105	[-]	10.5	10.1	7.25		0.00180		0.602		0.524	0.676	0.600
111	[-]	10.5	10.0	7.25		0.00180		0.637		0.502	0.651	0.577
112	[-]	9.34	8.93	7.25		0.00180		0.483		0.514	0.680	0.597
113	[-]	10.7	10.3	7.25		0.00180		0.651		0.518	0.654	0.586
114	[-]	11.1	10.6	7.25		0.00180		0.698		0.514	0.642	0.578

	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
101	[-]	17.1	16.1	7.11		0.0721		5.40		0.245	0.318	0.281
105	[-]	12.2	11.5	7.11		0.0721		3.42		0.328	0.545	0.436
111	[-]	13.2	12.4	7.11		0.0721		3.79		0.310	0.479	0.395
112	[-]	12.6	11.9	7.11		0.0721		3.58		0.318	0.494	0.406
113	[-]	8.76	8.30	7.11		0.0721		1.89		0.376	0.793	0.584
114	[-]	12.8	12.1	7.11		0.0721		3.61		0.310	0.516	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	[-]	16.1
101	[-]	22.7	22.5	16.1		0.0161		2.27		0.460	0.886	0.673
105	[-]	16.9	16.8	16.1		0.0161		0.820		0.521	0.907	0.714
111	[-]	20.6	20.4	16.1		0.0161		1.63		0.511	0.929	0.720
112	[-]	19.7	19.5	16.1		0.0161		1.41		0.524	0.933	0.728
113	[-]	20.0	19.8	16.1		0.0161		1.52		0.519	0.929	0.724
114	[-]	19.1	18.9	16.1		0.0161		1.30		0.525	0.929	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	[-]	25.1
101	[-]	52.4	52.3	25.0		0.0590		5.91		0.302	0.813	0.558
105	[-]	40.4	40.1	25.0		0.0590		3.48		0.416	0.912	0.664
111	[-]	38.9	38.7	25.0		0.0590		3.25		0.420	0.911	0.665
112	[-]	35.8	35.5	25.0		0.0590		2.63		0.441	0.896	0.669
113	[-]	40.8	40.6	25.0		0.0590		3.59		0.406	0.913	0.659
114	[-]	40.6	40.5	25.0		0.0590		3.55		0.408	0.914	0.661

	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
101	[-]	9.53	9.75	7.38		0.00127		1.18		0.380	0.860	0.620
105	[-]	7.69	7.89	7.38		0.00127		0.619		0.455	0.870	0.662
111	[-]	6.66	6.87	7.38		0.00127		0.332		0.444	0.851	0.647
112	[-]	6.26	6.51	7.38		0.00127		0.241		0.441	0.824	0.632
113	[-]	7.50	7.69	7.38		0.00127		0.571		0.429	0.864	0.646
114	[-]	7.55	7.74	7.38		0.00127		0.583		0.430	0.865	0.648

	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.
101	[-]	211.	210.	132.		0.0485		10.1		0.471	0.925	0.698
105	[-]	144.	143.	132.		0.0485		2.04		0.671	0.944	0.808
111	[-]	155.	154.	132.		0.0485		3.40		0.650	0.963	0.806
112	[-]	157.	156.	132.		0.0485		3.64		0.641	0.967	0.804
113	[-]	104.	104.	132.		0.0485		-2.70		0.679	0.799	0.739
114	[-]	141.	140.	132.		0.0485		1.71		0.678	0.936	0.807

	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	[-]	32.6	33.1	15.4	0.00595	0.0329		2.98		0.299	0.629	0.464
105	[-]	21.1	21.5	15.4	0.00443	0.0329		1.17		0.441	0.823	0.632
111	[-]	23.7	24.0	15.4	0.00465	0.0329		1.55		0.417	0.766	0.591
112	[-]	23.1	23.4	15.4	0.00463	0.0329		1.47		0.423	0.782	0.602
113	[-]	19.8	19.9	15.4	0.00326	0.0329		0.900		0.475	0.841	0.658
114	[-]	23.5	23.7	15.4	0.00437	0.0329		1.49		0.418	0.782	0.600

	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
101	[-]	8.96	8.54	4.23		0.0848		2.21		0.398	0.509	0.453
105	[-]	5.31	5.08	4.23		0.0848		0.892		0.508	0.755	0.631
111	[-]	6.08	5.83	4.23		0.0848		1.22		0.496	0.667	0.581
112	[-]	5.79	5.51	4.23		0.0848		1.10		0.493	0.681	0.587
113	[-]	5.58	5.36	4.23		0.0848		1.02		0.490	0.732	0.611
114	[-]	6.19	5.92	4.23		0.0848		1.18		0.485	0.722	0.603

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