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
101	[-]	61.6	57.2	55.9	1.39	0.00121		1.26		0.606	0.932	0.769
105	[-]	44.1	40.9	55.9	0.935	0.00121		-3.76		0.666	0.898	0.782
111	[-]	48.2	45.0	55.9	0.958	0.00121		-2.55		0.657	0.937	0.797
112	[-]	44.9	41.7	55.9	0.969	0.00121		-3.47		0.649	0.925	0.787
113	[-]	29.8	27.5	55.9	0.677	0.00121		-7.85		0.598	0.656	0.627
114	[-]	44.6	41.5	55.9	0.900	0.00121		-3.62		0.660	0.915	0.787

	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
101	[-]	4.25	4.71	4.32	1.43	0.00309		0.193		0.567	0.751	0.659
105	[-]	3.57	3.86	4.32	1.21	0.00309		-0.105		0.590	0.725	0.658
111	[-]	3.80	4.21	4.32	1.19	0.00309		0.0104		0.571	0.746	0.658
112	[-]	3.55	3.86	4.32	1.14	0.00309		-0.102		0.576	0.709	0.643
113	[-]	3.39	3.41	4.32	1.08	0.00309		-0.264		0.588	0.625	0.607
114	[-]	3.95	4.24	4.32	1.23	0.00309		0.0190		0.575	0.752	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	[-]	17.1
101	[-]	18.4	16.3	17.0	2.41	0.0659		0.344		0.562	0.760	0.661
105	[-]	14.6	13.1	17.0	1.67	0.0659		-0.218		0.596	0.848	0.722
111	[-]	16.0	14.5	17.0	1.68	0.0659		-0.00869		0.575	0.832	0.704
112	[-]	15.3	13.8	17.0	1.67	0.0659		-0.113		0.580	0.840	0.710
113	[-]	13.6	12.3	17.0	1.47	0.0659		-0.417		0.595	0.825	0.710
114	[-]	16.9	15.3	17.0	1.81	0.0659		0.0943		0.574	0.843	0.708

	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
101	[-]	5.69	5.11	2.85	0.820	0.0158		1.16		0.361	0.632	0.497
105	[-]	1.42	1.37	2.85	0.149	0.0158		-0.492		0.559	0.859	0.709
111	[-]	2.50	2.33	2.85	0.311	0.0158		-0.0421		0.536	0.814	0.675
112	[-]	2.43	2.26	2.85	0.306	0.0158		-0.0777		0.536	0.813	0.674
113	[-]	1.74	1.70	2.85	0.174	0.0158		-0.330		0.557	0.840	0.698
114	[-]	1.39	1.35	2.85	0.151	0.0158		-0.487		0.543	0.848	0.696

	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
101	[-]	61.9	54.5	61.3	5.60	2.12		7.99		0.554	0.907	0.731
105	[-]	40.5	35.6	61.3	3.72	2.12		-0.385		0.687	0.923	0.805
111	[-]	46.7	41.1	61.3	4.24	2.12		2.03		0.667	0.962	0.815
112	[-]	46.0	40.5	61.3	4.18	2.12		1.70		0.669	0.961	0.815
113	[-]	25.7	22.6	61.3	2.34	2.12		-6.37		0.652	0.656	0.654
114	[-]	45.1	39.7	61.3	4.08	2.12		1.36		0.676	0.961	0.819

	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
101	[-]	82.0	78.9	43.7	0.836	0.0546		4.21		0.425	0.781	0.603
105	[-]	54.3	52.3	43.7	0.580	0.0546		1.16		0.644	0.874	0.759
111	[-]	56.2	53.9	43.7	0.672	0.0546		1.38		0.604	0.869	0.737
112	[-]	51.6	49.5	43.7	0.639	0.0546		0.874		0.604	0.843	0.724
113	[-]	60.1	57.8	43.7	0.688	0.0546		1.81		0.594	0.897	0.745
114	[-]	56.1	54.0	43.7	0.664	0.0546		1.37		0.627	0.884	0.756

	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
101	[-]	45.1	40.6	42.3	5.61	0.0947		0.597		0.480	0.669	0.574
105	[-]	36.5	33.1	42.3	4.08	0.0947		-0.393		0.519	0.771	0.645
111	[-]	36.0	32.4	42.3	4.20	0.0947		-0.404		0.520	0.759	0.640
112	[-]	34.8	31.3	42.3	4.09	0.0947		-0.544		0.522	0.765	0.643
113	[-]	37.8	34.0	42.3	4.35	0.0947		-0.246		0.517	0.761	0.639
114	[-]	37.4	33.7	42.3	4.34	0.0947		-0.288		0.519	0.769	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	[-]	35.8
101	[-]	38.0	32.0	35.5	3.40	0.349		1.43		0.561	0.878	0.719
105	[-]	26.6	22.5	35.5	2.43	0.349		-0.801		0.611	0.913	0.762
111	[-]	27.9	23.6	35.5	2.52	0.349		-0.527		0.601	0.925	0.763
112	[-]	27.4	23.1	35.5	2.52	0.349		-0.619		0.602	0.922	0.762
113	[-]	21.0	17.8	35.5	1.85	0.349		-2.08		0.613	0.743	0.678
114	[-]	26.2	22.1	35.5	2.33	0.349		-0.894		0.608	0.909	0.759

	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
101	[-]	7.38	6.64	2.98	1.86			1.82		0.326	0.692	0.509
105	[-]	2.56	2.80	2.98	0.391			-0.102		0.553	0.797	0.675
111	[-]	3.96	3.72	2.98	0.971			0.356		0.521	0.822	0.672
112	[-]	3.80	3.40	2.98	0.962			0.202		0.535	0.870	0.703
113	[-]	3.19	3.51	2.98	0.449			0.245		0.534	0.733	0.634
114	[-]	2.91	3.14	2.98	0.479			0.0625		0.546	0.748	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	[-]	38.7
101	[-]	13.3	10.0	37.9	2.60	0.827		-4.50		0.512	0.870	0.691
105	[-]	6.93	5.25	37.9	1.31	0.827		-6.05		0.456	0.493	0.474
111	[-]	7.14	5.35	37.9	1.40	0.827		-6.01		0.460	0.516	0.488
112	[-]	6.54	4.88	37.9	1.33	0.827		-6.20		0.453	0.417	0.435
113	[-]	7.49	5.59	37.9	1.49	0.827		-5.94		0.456	0.568	0.512
114	[-]	8.35	6.31	37.9	1.60	0.827		-5.73		0.470	0.601	0.536

	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
101	[-]	21.0	19.3	35.9	1.49	0.0574		-2.15		0.547	0.844	0.695
105	[-]	16.3	14.9	35.9	1.27	0.0574		-3.13		0.570	0.727	0.648
111	[-]	16.3	14.9	35.9	1.26	0.0574		-3.15		0.583	0.728	0.655
112	[-]	15.5	14.2	35.9	1.22	0.0574		-3.30		0.571	0.714	0.642
113	[-]	18.4	16.9	35.9	1.36	0.0574		-2.71		0.577	0.742	0.660
114	[-]	18.2	16.7	35.9	1.35	0.0574		-2.74		0.572	0.740	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	[-]	588.
101	[-]	729.	681.	583.	39.8	4.87		2.17		0.484	0.802	0.643
105	[-]	507.	475.	583.	25.8	4.87		-0.363		0.572	0.920	0.746
111	[-]	541.	506.	583.	28.3	4.87		0.0367		0.560	0.912	0.736
112	[-]	523.	489.	583.	27.7	4.87		-0.172		0.561	0.907	0.734
113	[-]	442.	413.	583.	23.7	4.87		-1.19		0.574	0.848	0.711
114	[-]	525.	491.	583.	27.6	4.87		-0.151		0.568	0.922	0.745

	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
101	[-]	4.60	2.28	4.70	2.12	0.00803		-1.08		0.617	0.639	0.628
105	[-]	3.54	1.98	4.70	1.40	0.00803		-1.33		0.610	0.653	0.631
111	[-]	3.23	1.60	4.70	1.50	0.00803		-1.65		0.584	0.516	0.550
112	[-]	3.17	1.56	4.70	1.48	0.00803		-1.68		0.583	0.487	0.535
113	[-]	3.90	2.07	4.70	1.66	0.00803		-1.26		0.619	0.676	0.648
114	[-]	3.93	2.09	4.70	1.67	0.00803		-1.23		0.622	0.678	0.650

	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
101	[-]	13.2	10.4	6.61	2.23	0.00188		1.46		0.337	0.826	0.582
105	[-]	10.3	8.92	6.61	1.06	0.00188		0.916		0.420	0.848	0.634
111	[-]	10.3	8.45	6.61	1.42	0.00188		0.780		0.403	0.839	0.621
112	[-]	9.13	7.40	6.61	1.36	0.00188		0.441		0.413	0.820	0.617
113	[-]	10.5	9.01	6.61	1.13	0.00188		0.951		0.409	0.855	0.632
114	[-]	10.9	9.32	6.61	1.17	0.00188		1.05		0.400	0.855	0.627

	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
101	[-]	16.7	13.5	7.70	2.30	0.201		5.09		0.285	0.323	0.304
105	[-]	11.9	9.61	7.70	1.62	0.201		2.89		0.396	0.581	0.489
111	[-]	12.9	10.4	7.70	1.74	0.201		3.31		0.375	0.500	0.438
112	[-]	12.3	9.96	7.70	1.68	0.201		3.05		0.396	0.517	0.457
113	[-]	8.50	6.85	7.70	1.21	0.201		1.17		0.523	0.876	0.700
114	[-]	12.5	10.1	7.70	1.71	0.201		3.12		0.385	0.538	0.462

	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
101	[-]	22.1	21.1	19.3	0.857	0.0646		1.01		0.608	0.737	0.672
105	[-]	16.5	15.8	19.3	0.651	0.0646		-0.428		0.609	0.823	0.716
111	[-]	20.2	19.3	19.3	0.716	0.0646		0.447		0.643	0.813	0.728
112	[-]	19.2	18.4	19.3	0.686	0.0646		0.209		0.647	0.831	0.739
113	[-]	19.6	18.7	19.3	0.716	0.0646		0.305		0.639	0.831	0.735
114	[-]	18.7	17.8	19.3	0.684	0.0646		0.0749		0.638	0.844	0.741

	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
101	[-]	51.8	50.6	29.6	1.13	0.264		4.80		0.380	0.849	0.614
105	[-]	39.9	38.8	29.6	0.855	0.264		2.38		0.485	0.927	0.706
111	[-]	38.4	37.4	29.6	0.901	0.264		2.11		0.500	0.926	0.713
112	[-]	35.3	34.2	29.6	0.841	0.264		1.48		0.520	0.915	0.717
113	[-]	40.3	39.3	29.6	0.899	0.264		2.48		0.483	0.929	0.706
114	[-]	40.2	39.2	29.6	0.884	0.264		2.44		0.486	0.929	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	[-]	15.3
101	[-]	9.32	8.83	15.3	0.689	0.0158		-1.62		0.570	0.904	0.737
105	[-]	7.57	7.26	15.3	0.485	0.0158		-2.18		0.550	0.910	0.730
111	[-]	6.54	6.25	15.3	0.470	0.0158		-2.51		0.547	0.889	0.718
112	[-]	6.14	5.90	15.3	0.467	0.0158		-2.62		0.540	0.872	0.706
113	[-]	7.39	7.03	15.3	0.526	0.0158		-2.25		0.556	0.906	0.731
114	[-]	7.45	7.09	15.3	0.523	0.0158		-2.23		0.555	0.906	0.731

	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.
101	[-]	211.	209.	129.	1.55	0.129		10.2		0.492	0.746	0.619
105	[-]	143.	142.	129.	1.08	0.129		2.02		0.712	0.953	0.832
111	[-]	155.	153.	129.	1.15	0.129		3.42		0.677	0.925	0.801
112	[-]	157.	155.	129.	1.16	0.129		3.66		0.666	0.907	0.786
113	[-]	104.	102.	129.	0.742	0.129		-2.76		0.766	0.953	0.859
114	[-]	141.	139.	129.	1.05	0.129		1.70		0.727	0.960	0.844

	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
101	[-]	32.7	32.3	23.5	0.687	0.189		1.66		0.435	0.886	0.660
105	[-]	21.2	20.9	23.5	0.436	0.189		-0.182		0.541	0.856	0.698
111	[-]	23.9	23.5	23.5	0.474	0.189		0.236		0.521	0.878	0.699
112	[-]	23.2	22.8	23.5	0.474	0.189		0.141		0.527	0.873	0.700
113	[-]	19.8	19.4	23.5	0.393	0.189		-0.433		0.554	0.821	0.687
114	[-]	23.6	23.2	23.5	0.471	0.189		0.181		0.526	0.868	0.697

	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
101	[-]	8.92	7.98	7.42	0.595	0.406		1.32		0.347	0.787	0.567
105	[-]	5.29	4.74	7.42	0.357	0.406		-0.273		0.435	0.854	0.644
111	[-]	6.07	5.49	7.42	0.373	0.406		0.138		0.428	0.859	0.644
112	[-]	5.77	5.19	7.42	0.360	0.406		-0.0108		0.426	0.853	0.640
113	[-]	5.57	5.04	7.42	0.365	0.406		-0.110		0.424	0.862	0.643
114	[-]	6.17	5.57	7.42	0.387	0.406		0.0886		0.421	0.876	0.649

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