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 Globe 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]	Model Period Mean (complement) [Pg]	Benchmark Period Mean (intersection) [Pg]	Benchmark Period Mean (complement) [Pg]		Bias [kg m-2]		Bias Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	32.8
D104	[-]	40.0	37.5	0.672	32.8	9.13e-05		1.67		0.693	0.910	0.801
LMBIRCH4	[-]	44.9	41.7	0.727	32.8	9.13e-05		2.73		0.659	0.891	0.775
PHSParam	[-]	47.4	44.5	0.776	32.8	9.13e-05		3.45		0.605	0.827	0.716
PPE	[-]	53.1	49.5	0.870	32.8	9.13e-05		4.73		0.564	0.790	0.677
R15	[-]	38.7	36.4	0.659	32.8	9.13e-05		1.39		0.699	0.915	0.807

	Download Data	Period Mean (original grids) [Pg]	Model Period Mean (intersection) [Pg]	Model Period Mean (complement) [Pg]	Benchmark Period Mean (intersection) [Pg]	Benchmark Period Mean (complement) [Pg]		Bias [kg m-2]		Bias Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	8.35
D104	[-]	2.16	3.11	0.251	8.35	0.000513		-0.881		0.478	0.745	0.612
LMBIRCH4	[-]	2.94	4.16	0.268	8.35	0.000513		-0.688		0.514	0.810	0.662
PHSParam	[-]	2.94	4.24	0.250	8.35	0.000513		-0.679		0.492	0.796	0.644
PPE	[-]	3.63	5.36	0.258	8.35	0.000513		-0.466		0.512	0.784	0.648
R15	[-]	2.21	2.97	0.251	8.35	0.000513		-0.907		0.473	0.714	0.593

	Download Data	Period Mean (original grids) [Pg]	Model Period Mean (intersection) [Pg]	Model Period Mean (complement) [Pg]	Benchmark Period Mean (intersection) [Pg]	Benchmark Period Mean (complement) [Pg]		Bias [kg m-2]		Bias Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	10.6
D104	[-]	14.4	13.8	0.687	10.6	0.00708		0.623		0.479	0.509	0.494
LMBIRCH4	[-]	14.6	14.3	0.754	10.6	0.00708		0.702		0.516	0.494	0.505
PHSParam	[-]	12.2	11.4	0.764	10.6	0.00708		0.389		0.519	0.503	0.511
PPE	[-]	15.4	14.6	0.842	10.6	0.00708		0.769		0.479	0.387	0.433
R15	[-]	13.8	13.2	0.687	10.6	0.00708		0.562		0.496	0.532	0.514

	Download Data	Period Mean (original grids) [Pg]	Model Period Mean (intersection) [Pg]	Model Period Mean (complement) [Pg]	Benchmark Period Mean (intersection) [Pg]	Benchmark Period Mean (complement) [Pg]		Bias [kg m-2]		Bias Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	4.69
D104	[-]	4.64	4.43	0.159	4.68	0.00995		0.132		0.584	0.828	0.706
LMBIRCH4	[-]	3.68	3.58	0.142	4.68	0.00995		-0.136		0.612	0.808	0.710
PHSParam	[-]	3.61	3.48	0.126	4.68	0.00995		-0.188		0.594	0.808	0.701
PPE	[-]	5.11	5.10	0.149	4.68	0.00995		0.327		0.642	0.895	0.769
R15	[-]	4.26	4.07	0.153	4.68	0.00995		0.0125		0.582	0.815	0.698

	Download Data	Period Mean (original grids) [Pg]	Model Period Mean (intersection) [Pg]	Model Period Mean (complement) [Pg]	Benchmark Period Mean (intersection) [Pg]	Benchmark Period Mean (complement) [Pg]		Bias [kg m-2]		Bias Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	27.8
D104	[-]	39.6	35.2	3.18	27.4	0.386		8.64		0.591	0.897	0.744
LMBIRCH4	[-]	42.8	38.0	3.41	27.4	0.386		9.86		0.545	0.907	0.726
PHSParam	[-]	47.5	42.2	3.76	27.4	0.386		11.7		0.477	0.889	0.683
PPE	[-]	53.5	47.7	4.19	27.4	0.386		14.0		0.402	0.855	0.628
R15	[-]	38.6	34.2	3.10	27.4	0.386		8.24		0.604	0.893	0.748

	Download Data	Period Mean (original grids) [Pg]	Model Period Mean (intersection) [Pg]	Model Period Mean (complement) [Pg]	Benchmark Period Mean (intersection) [Pg]	Benchmark Period Mean (complement) [Pg]		Bias [kg m-2]		Bias Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	43.5
D104	[-]	52.3	51.0	0.624	43.5	0.0248		1.04		0.497	0.661	0.579
LMBIRCH4	[-]	49.8	48.4	0.606	43.5	0.0248		0.772		0.534	0.746	0.640
PHSParam	[-]	51.9	50.6	0.584	43.5	0.0248		1.01		0.507	0.713	0.610
PPE	[-]	64.0	62.0	0.669	43.5	0.0248		2.31		0.531	0.723	0.627
R15	[-]	53.9	52.5	0.620	43.5	0.0248		1.20		0.502	0.664	0.583

	Download Data	Period Mean (original grids) [Pg]	Model Period Mean (intersection) [Pg]	Model Period Mean (complement) [Pg]	Benchmark Period Mean (intersection) [Pg]	Benchmark Period Mean (complement) [Pg]		Bias [kg m-2]		Bias Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	32.0
D104	[-]	34.3	33.4	1.16	31.9	0.0412		0.486		0.602	0.847	0.725
LMBIRCH4	[-]	38.1	37.4	1.32	31.9	0.0412		0.768		0.563	0.794	0.678
PHSParam	[-]	41.6	40.5	1.40	31.9	0.0412		0.975		0.550	0.780	0.665
PPE	[-]	47.3	46.3	1.58	31.9	0.0412		1.38		0.523	0.709	0.616
R15	[-]	33.7	32.9	1.13	31.9	0.0412		0.447		0.607	0.853	0.730

	Download Data	Period Mean (original grids) [Pg]	Model Period Mean (intersection) [Pg]	Model Period Mean (complement) [Pg]	Benchmark Period Mean (intersection) [Pg]	Benchmark Period Mean (complement) [Pg]		Bias [kg m-2]		Bias Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	21.1
D104	[-]	26.9	23.7	1.24	21.0	0.0221		1.71		0.599	0.818	0.709
LMBIRCH4	[-]	29.7	26.2	1.33	21.0	0.0221		2.15		0.577	0.783	0.680
PHSParam	[-]	27.1	23.6	1.36	21.0	0.0221		1.86		0.547	0.747	0.647
PPE	[-]	32.4	28.5	1.55	21.0	0.0221		2.73		0.551	0.714	0.633
R15	[-]	26.0	22.9	1.21	21.0	0.0221		1.57		0.594	0.820	0.707

	Download Data	Period Mean (original grids) [Pg]	Model Period Mean (intersection) [Pg]	Model Period Mean (complement) [Pg]	Benchmark Period Mean (intersection) [Pg]	Benchmark Period Mean (complement) [Pg]		Bias [kg m-2]		Bias Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	3.81
D104	[-]	6.83	7.53	0.123	3.81	2.17e-05		1.11		0.520	0.735	0.628
LMBIRCH4	[-]	5.68	6.28	0.0882	3.81	2.17e-05		0.736		0.553	0.842	0.697
PHSParam	[-]	4.82	5.41	0.0797	3.81	2.17e-05		0.475		0.595	0.857	0.726
PPE	[-]	7.08	7.96	0.0915	3.81	2.17e-05		1.21		0.555	0.820	0.688
R15	[-]	6.97	7.71	0.125	3.81	2.17e-05		1.16		0.498	0.720	0.609

	Download Data	Period Mean (original grids) [Pg]	Model Period Mean (intersection) [Pg]	Model Period Mean (complement) [Pg]	Benchmark Period Mean (intersection) [Pg]	Benchmark Period Mean (complement) [Pg]		Bias [kg m-2]		Bias Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	9.16
D104	[-]	11.2	9.29	1.29	9.06	0.103		0.828		0.582	0.793	0.687
LMBIRCH4	[-]	12.4	10.3	1.39	9.06	0.103		1.01		0.579	0.771	0.675
PHSParam	[-]	11.9	9.96	1.31	9.06	0.103		0.931		0.574	0.776	0.675
PPE	[-]	13.5	11.3	1.45	9.06	0.103		1.17		0.562	0.741	0.652
R15	[-]	11.3	9.40	1.28	9.06	0.103		0.837		0.587	0.797	0.692

	Download Data	Period Mean (original grids) [Pg]	Model Period Mean (intersection) [Pg]	Model Period Mean (complement) [Pg]	Benchmark Period Mean (intersection) [Pg]	Benchmark Period Mean (complement) [Pg]		Bias [kg m-2]		Bias Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	12.0
D104	[-]	17.7	16.5	0.751	12.0	0.00375		1.70		0.480	0.400	0.440
LMBIRCH4	[-]	15.0	14.0	0.666	12.0	0.00375		1.20		0.519	0.529	0.524
PHSParam	[-]	17.9	16.8	0.760	12.0	0.00375		1.80		0.519	0.511	0.515
PPE	[-]	19.8	18.6	0.874	12.0	0.00375		2.22		0.498	0.473	0.485
R15	[-]	18.1	16.8	0.762	12.0	0.00375		1.75		0.481	0.386	0.434

	Download Data	Period Mean (original grids) [Pg]	Model Period Mean (intersection) [Pg]	Model Period Mean (complement) [Pg]	Benchmark Period Mean (intersection) [Pg]	Benchmark Period Mean (complement) [Pg]		Bias [kg m-2]		Bias Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	368.
D104	[-]	505.	481.	24.1	365.	2.89		1.71		0.570	0.777	0.674
LMBIRCH4	[-]	528.	502.	25.8	365.	2.89		1.93		0.559	0.754	0.657
PHSParam	[-]	554.	527.	26.8	365.	2.89		2.18		0.530	0.705	0.617
PPE	[-]	639.	609.	30.2	365.	2.89		2.94		0.499	0.649	0.574
R15	[-]	498.	474.	23.8	365.	2.89		1.64		0.577	0.784	0.680

	Download Data	Period Mean (original grids) [Pg]	Model Period Mean (intersection) [Pg]	Model Period Mean (complement) [Pg]	Benchmark Period Mean (intersection) [Pg]	Benchmark Period Mean (complement) [Pg]		Bias [kg m-2]		Bias Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	1.24
D104	[-]	1.86	1.29	0.485	1.24	0.000229		0.0932		0.513	0.713	0.613
LMBIRCH4	[-]	2.08	1.41	0.562	1.24	0.000229		0.124		0.525	0.703	0.614
PHSParam	[-]	2.25	1.58	0.537	1.24	0.000229		0.178		0.518	0.736	0.627
PPE	[-]	2.79	2.01	0.617	1.24	0.000229		0.311		0.496	0.698	0.597
R15	[-]	1.84	1.28	0.463	1.24	0.000229		0.0900		0.523	0.723	0.623

	Download Data	Period Mean (original grids) [Pg]	Model Period Mean (intersection) [Pg]	Model Period Mean (complement) [Pg]	Benchmark Period Mean (intersection) [Pg]	Benchmark Period Mean (complement) [Pg]		Bias [kg m-2]		Bias Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	5.62
D104	[-]	15.2	14.6	0.310	5.62	0.00290		1.76		0.338	0.419	0.379
LMBIRCH4	[-]	10.8	10.2	0.270	5.62	0.00290		1.03		0.475	0.589	0.532
PHSParam	[-]	10.4	9.81	0.243	5.62	0.00290		0.934		0.474	0.587	0.531
PPE	[-]	13.6	13.0	0.289	5.62	0.00290		1.52		0.376	0.489	0.433
R15	[-]	15.4	14.8	0.342	5.62	0.00290		1.80		0.333	0.418	0.375

	Download Data	Period Mean (original grids) [Pg]	Model Period Mean (intersection) [Pg]	Model Period Mean (complement) [Pg]	Benchmark Period Mean (intersection) [Pg]	Benchmark Period Mean (complement) [Pg]		Bias [kg m-2]		Bias Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	8.21
D104	[-]	10.4	8.69	1.08	8.14	0.0760		1.95		0.573	0.666	0.619
LMBIRCH4	[-]	11.0	9.09	1.15	8.14	0.0760		2.19		0.552	0.616	0.584
PHSParam	[-]	11.1	9.14	1.16	8.14	0.0760		2.24		0.540	0.562	0.551
PPE	[-]	13.1	10.8	1.40	8.14	0.0760		3.06		0.492	0.490	0.491
R15	[-]	10.3	8.56	1.06	8.14	0.0760		1.88		0.578	0.677	0.628

	Download Data	Period Mean (original grids) [Pg]	Model Period Mean (intersection) [Pg]	Model Period Mean (complement) [Pg]	Benchmark Period Mean (intersection) [Pg]	Benchmark Period Mean (complement) [Pg]		Bias [kg m-2]		Bias Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	14.8
D104	[-]	12.6	12.0	0.387	14.8	0.0107		-0.206		0.664	0.871	0.768
LMBIRCH4	[-]	15.4	14.6	0.461	14.8	0.0107		0.516		0.678	0.844	0.761
PHSParam	[-]	17.2	16.4	0.513	14.8	0.0107		1.00		0.658	0.802	0.730
PPE	[-]	20.1	19.2	0.570	14.8	0.0107		1.73		0.622	0.732	0.677
R15	[-]	12.0	11.4	0.377	14.8	0.0107		-0.367		0.658	0.873	0.766

	Download Data	Period Mean (original grids) [Pg]	Model Period Mean (intersection) [Pg]	Model Period Mean (complement) [Pg]	Benchmark Period Mean (intersection) [Pg]	Benchmark Period Mean (complement) [Pg]		Bias [kg m-2]		Bias Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	20.1
D104	[-]	44.8	44.1	0.540	20.0	0.0806		5.22		0.400	0.751	0.576
LMBIRCH4	[-]	43.7	43.0	0.571	20.0	0.0806		5.04		0.409	0.748	0.579
PHSParam	[-]	47.7	47.0	0.582	20.0	0.0806		5.81		0.379	0.721	0.550
PPE	[-]	52.8	51.8	0.643	20.0	0.0806		6.78		0.344	0.669	0.506
R15	[-]	44.7	44.0	0.539	20.0	0.0806		5.19		0.404	0.757	0.581

	Download Data	Period Mean (original grids) [Pg]	Model Period Mean (intersection) [Pg]	Model Period Mean (complement) [Pg]	Benchmark Period Mean (intersection) [Pg]	Benchmark Period Mean (complement) [Pg]		Bias [kg m-2]		Bias Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	8.04
D104	[-]	3.35	3.41	0.102	8.04	0.00192		-0.960		0.518	0.573	0.545
LMBIRCH4	[-]	3.20	3.32	0.125	8.04	0.00192		-0.912		0.510	0.594	0.552
PHSParam	[-]	6.33	6.38	0.143	8.04	0.00192		-0.109		0.585	0.806	0.695
PPE	[-]	7.90	7.97	0.166	8.04	0.00192		0.338		0.616	0.860	0.738
R15	[-]	3.31	3.36	0.109	8.04	0.00192		-0.932		0.517	0.591	0.554

	Download Data	Period Mean (original grids) [Pg]	Model Period Mean (intersection) [Pg]	Model Period Mean (complement) [Pg]	Benchmark Period Mean (intersection) [Pg]	Benchmark Period Mean (complement) [Pg]		Bias [kg m-2]		Bias Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	88.9
D104	[-]	129.	129.	0.834	88.8	0.0416		5.23		0.648	0.946	0.797
LMBIRCH4	[-]	140.	139.	0.898	88.8	0.0416		6.47		0.606	0.929	0.767
PHSParam	[-]	148.	147.	0.927	88.8	0.0416		7.50		0.556	0.845	0.700
PPE	[-]	165.	164.	1.05	88.8	0.0416		9.56		0.498	0.818	0.658
R15	[-]	126.	125.	0.811	88.8	0.0416		4.84		0.662	0.952	0.807

	Download Data	Period Mean (original grids) [Pg]	Model Period Mean (intersection) [Pg]	Model Period Mean (complement) [Pg]	Benchmark Period Mean (intersection) [Pg]	Benchmark Period Mean (complement) [Pg]		Bias [kg m-2]		Bias Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	9.09
D104	[-]	23.7	22.8	0.373	9.07	0.0211		2.33		0.322	0.304	0.313
LMBIRCH4	[-]	27.1	26.3	0.417	9.07	0.0211		2.89		0.298	0.288	0.293
PHSParam	[-]	26.8	25.7	0.425	9.07	0.0211		2.81		0.327	0.265	0.296
PPE	[-]	31.4	30.6	0.485	9.07	0.0211		3.58		0.287	0.248	0.267
R15	[-]	23.4	22.5	0.375	9.07	0.0211		2.28		0.326	0.314	0.320

	Download Data	Period Mean (original grids) [Pg]	Model Period Mean (intersection) [Pg]	Model Period Mean (complement) [Pg]	Benchmark Period Mean (intersection) [Pg]	Benchmark Period Mean (complement) [Pg]		Bias [kg m-2]		Bias Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	2.45
D104	[-]	8.09	7.32	0.156	2.39	0.0570		2.28		0.344	0.315	0.330
LMBIRCH4	[-]	9.18	8.32	0.173	2.39	0.0570		2.71		0.303	0.256	0.280
PHSParam	[-]	8.32	7.63	0.135	2.39	0.0570		2.37		0.323	0.273	0.298
PPE	[-]	10.2	9.21	0.168	2.39	0.0570		3.04		0.289	0.215	0.252
R15	[-]	7.95	7.20	0.154	2.39	0.0570		2.23		0.348	0.325	0.337

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 Globe 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

  Approach:

To convert the original data in0.25x0.25 to the final one at 0.5x0.5 degree resolution, Please see conversion steps listed in http://redwood.ess.uci.edu/mingquan/www/ILAMB/Download/CODES/CODES/subroutines/convert/readme_biomass. 3 codes below will be used in these steps. Code 1: http://redwood.ess.uci.edu/mingquan/www/ILAMB/Download/CODES/CODES/subroutines/convert/read-GlobalCarbon.pro Code 2: http://redwood.ess.uci.edu/mingquan/www/ILAMB/Download/CODES/CODES/subroutines/convert/convert-GlobalCarbon.ncl Code 3: http://redwood.ess.uci.edu/mingquan/www/ILAMB/Download/CODES/CODES/subroutines/convert/write-GlobalCarbon.ncl First, I used Code 1 to read above ground and below ground biomass carbon data in quater degree from the original geotiff file

then I used Code 2 to convert unit from the orignal unit of ton C per hectare to the final one of Kg C per m2, meanwhile I summed all available data points for both above and below ground data in each 0.5x0.5 grid cell to obtain the total biomass in 0.5x0.5 degree resolution

finally I used Code 3 to create the final file in netCDF format.

  Temporal resolution:

climatology

  General information:

This product was derived from global biomass carbon stocks data originally in 0.25x0.25 degree resolution.

  Spatial resolution:

0.5x0.5 degree

  Derived data code:

http://redwood.ess.uci.edu/mingquan/www/ILAMB/Download/CODES/CODES/subroutines/convert/read-GlobalCarbon.pro http://redwood.ess.uci.edu/mingquan/www/ILAMB/Download/CODES/CODES/subroutines/convert/convert-GlobalCarbon.ncl http://redwood.ess.uci.edu/mingquan/www/ILAMB/Download/CODES/CODES/subroutines/convert/write-GlobalCarbon.ncl