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	[-]	55.9
271	[-]	40.8	40.7	55.9	0.772			-3.94		0.667	0.872	0.770
330	[-]	49.1	49.1	55.9	0.991			-1.39		0.678	0.930	0.804
CMIP6_001	[-]	48.3	48.7	55.6	0.482	0.277		-1.64		0.679	0.940	0.810

	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	[-]	4.32
271	[-]	4.33	2.95	4.31	0.996	0.0123		-0.403		0.609	0.586	0.597
330	[-]	6.41	4.59	4.31	1.16	0.0123		0.142		0.565	0.795	0.680
CMIP6_001	[-]	4.48	3.33	4.29	0.599	0.0347		-0.273		0.535	0.759	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	[-]	17.1
271	[-]	10.3	8.69	17.1	1.32	0.00878		-1.05		0.612	0.728	0.670
330	[-]	16.5	14.5	17.1	1.61	0.00878		-0.179		0.593	0.864	0.728
CMIP6_001	[-]	20.8	18.7	17.0	1.69	0.111		0.438		0.516	0.797	0.656

	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	[-]	2.87
271	[-]	2.41	2.14	2.87	0.305			-0.143		0.615	0.909	0.762
330	[-]	3.02	2.72	2.87	0.340			0.131		0.604	0.905	0.755
CMIP6_001	[-]	4.32	3.88	2.81	0.489	0.0503		0.506		0.405	0.694	0.549

	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	[-]	63.4
271	[-]	37.9	35.3	63.0	2.46	0.455		-2.44		0.703	0.940	0.822
330	[-]	43.3	40.2	63.0	2.89	0.455		-0.294		0.694	0.962	0.828
CMIP6_001	[-]	45.6	43.3	58.0	2.06	5.43		0.635		0.697	0.964	0.831

	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	[-]	43.7
271	[-]	33.3	32.4	43.7	0.240	0.00368		-1.11		0.586	0.793	0.689
330	[-]	48.2	47.0	43.7	0.348	0.00368		0.588		0.656	0.917	0.786
CMIP6_001	[-]	56.4	55.1	43.5	0.386	0.178		1.46		0.593	0.745	0.669

	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	[-]	42.4
271	[-]	31.1	28.3	42.4	3.57	0.00680		-1.04		0.518	0.788	0.653
330	[-]	32.2	29.3	42.4	3.61	0.00680		-0.918		0.524	0.795	0.659
CMIP6_001	[-]	34.6	30.8	42.1	4.65	0.313		-0.829		0.512	0.757	0.635

	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	[-]	35.8
271	[-]	17.4	15.7	35.7	1.14	0.159		-2.43		0.574	0.821	0.697
330	[-]	22.2	20.2	35.7	1.39	0.159		-1.44		0.592	0.919	0.755
CMIP6_001	[-]	24.4	22.3	34.7	1.25	1.13		-1.06		0.541	0.918	0.729

	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	[-]	2.98
271	[-]	2.27	1.92	2.98	0.432			-0.514		0.548	0.665	0.607
330	[-]	2.72	2.42	2.98	0.484			-0.239		0.570	0.838	0.704
CMIP6_001	[-]	2.68	2.64	2.98	0.213			-0.162		0.365	0.731	0.548

	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	[-]	38.7
271	[-]	7.21	5.33	38.4	1.81	0.290		-6.26		0.454	0.335	0.395
330	[-]	8.27	5.88	38.4	2.33	0.290		-6.10		0.471	0.345	0.408
CMIP6_001	[-]	11.7	9.72	36.9	1.85	1.82		-4.79		0.492	0.860	0.676

	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	[-]	36.0
271	[-]	12.1	11.1	36.0	0.833	0.0158		-4.11		0.547	0.626	0.587
330	[-]	14.2	13.0	36.0	0.917	0.0158		-3.65		0.574	0.644	0.609
CMIP6_001	[-]	14.7	13.8	35.5	0.702	0.470		-3.55		0.499	0.788	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	[-]	588.
271	[-]	351.	330.	587.	19.6	1.10		-2.20		0.564	0.862	0.713
330	[-]	465.	440.	587.	23.0	1.10		-0.930		0.577	0.918	0.747
CMIP6_001	[-]	489.	467.	576.	19.7	12.1		-0.618		0.533	0.911	0.722

	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	[-]	4.70
271	[-]	2.11	1.03	4.69	1.11	0.00954		-2.17		0.544	0.167	0.355
330	[-]	2.38	1.21	4.69	1.20	0.00954		-2.02		0.567	0.226	0.397
CMIP6_001	[-]	1.20	0.420	4.65	0.796	0.0537		-2.67		0.439	0.0753	0.257

	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	[-]	6.62
271	[-]	4.50	3.67	6.62	0.779			-0.831		0.544	0.210	0.377
330	[-]	9.92	8.67	6.62	1.20			0.772		0.438	0.846	0.642
CMIP6_001	[-]	10.2	9.19	6.48	1.26	0.138		0.903		0.390	0.728	0.559

	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	[-]	7.90
271	[-]	9.28	8.08	7.80	0.943	0.0996		1.40		0.494	0.782	0.638
330	[-]	12.3	10.8	7.80	1.18	0.0996		2.75		0.405	0.645	0.525
CMIP6_001	[-]	9.93	8.97	7.44	0.717	0.458		1.84		0.455	0.603	0.529

	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	[-]	19.4
271	[-]	14.1	13.5	19.4	0.413	0.000671		-1.16		0.624	0.857	0.741
330	[-]	14.9	14.3	19.4	0.429	0.000671		-0.948		0.629	0.858	0.744
CMIP6_001	[-]	9.69	9.33	19.3	0.273	0.113		-2.22		0.550	0.796	0.673

	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	[-]	29.9
271	[-]	17.1	16.7	29.9	0.512			-2.11		0.524	0.826	0.675
330	[-]	31.5	31.0	29.9	0.593			0.635		0.576	0.883	0.730
CMIP6_001	[-]	35.6	34.9	29.3	0.397	0.661		1.48		0.517	0.832	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	[-]	15.3
271	[-]	5.54	5.28	15.3	0.326			-2.90		0.520	0.793	0.656
330	[-]	6.34	6.05	15.3	0.364			-2.67		0.540	0.820	0.680
CMIP6_001	[-]	1.68	1.51	15.2	0.186	0.116		-4.10		0.429	0.383	0.406

	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	[-]	130.
271	[-]	83.2	82.5	130.	0.562	0.00781		-5.33		0.639	0.896	0.767
330	[-]	119.	118.	130.	0.709	0.00781		-1.07		0.705	0.916	0.810
CMIP6_001	[-]	131.	130.	129.	0.449	0.270		0.462		0.701	0.910	0.805

	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	[-]	23.7
271	[-]	8.51	8.41	23.7	0.306	0.0148		-2.20		0.516	0.637	0.577
330	[-]	13.4	13.4	23.7	0.399	0.0148		-1.42		0.546	0.798	0.672
CMIP6_001	[-]	13.5	13.5	23.6	0.357	0.110		-1.32		0.519	0.835	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	[-]	7.82
271	[-]	7.20	6.48	7.81	0.654	0.0126		-0.0787		0.368	0.732	0.550
330	[-]	8.68	7.90	7.81	0.698	0.0126		0.497		0.340	0.838	0.589
CMIP6_001	[-]	7.22	6.70	7.43	0.548	0.396		0.279		0.356	0.883	0.619

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:

GEOCARBON: Towards an Operational Global Carbon Observing System

  Version:

3

  Institution:

GEOCARBON (European FP7 project)

  Source:

Files are available https://www.bgc-jena.mpg.de/geodb/projects/Home.php

  History:

2024-06-20: downloaded source from https://www.bgc-jena.mpg.de/geodb/projects/DataDnld.php

2024-06-21: coarsened to 0.5 degree resolution using https://github.com/rubisco-sfa/ILAMB-Data/blob/master/biomass/GEOCARBON/convert.py

  References:

GEOCARBON (283080), Operational Global Carbon Observing System, ENV.2011.4.1.1-1