Mean State

Mean State
All Models
Data Information

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (intersection) [Pg yr-1]	Benchmark Period Mean (complement) [Pg yr-1]		Bias [g m-2 d-1]	RMSE [g m-2 d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	2.91
CESM2	[-]	4.28	3.84	0.425	2.89	0.0279		0.538	1.06	1.56		0.379	0.197	0.820	0.578	0.434
CMCC-ESM2	[-]	3.16	2.67	0.487	2.85	0.0704		-0.0645	0.557	0.908		0.467	0.427	0.906	0.848	0.615
ELM_CN	[-]	3.39	3.27	0.125	2.87	0.0373		0.178	0.574	0.979		0.484	0.398	0.901	0.687	0.573
ELM_CNP	[-]	3.33	3.22	0.110	2.87	0.0373		0.158	0.568	1.01		0.482	0.400	0.894	0.701	0.575
IPSL-CM6A-LR	[-]	3.27	2.98	0.313	2.88	0.0344		0.274	0.745	1.46		0.370	0.342	0.844	0.676	0.515
MPI-ESM1-2-LR	[-]	4.11	3.82	0.297	2.67	0.237		0.430	0.881	1.12		0.377	0.199	0.886	0.725	0.477

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (intersection) [Pg yr-1]	Benchmark Period Mean (complement) [Pg yr-1]		Bias [g m-2 d-1]	RMSE [g m-2 d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	4.07
CESM2	[-]	8.14	8.02	0.0951	4.22	0.00307		0.915	1.63	0.375		0.682	0.620	0.972	0.910	0.761
CMCC-ESM2	[-]	6.46	6.34	0.119	4.21	0.0110		0.499	1.23	0.241		0.771	0.661	0.975	0.944	0.802
ELM_CN	[-]	7.58	7.57	0.00716	4.05	0.0132		0.861	1.26	0.152		0.730	0.689	0.990	0.919	0.803
ELM_CNP	[-]	7.41	7.40	0.00566	4.05	0.0132		0.819	1.24	0.145		0.733	0.689	0.990	0.931	0.806
IPSL-CM6A-LR	[-]	4.81	4.86	0.0600	4.06	0.00532		0.219	1.05	0.0538		0.868	0.693	0.996	0.898	0.830
MPI-ESM1-2-LR	[-]	8.02	7.29	0.112	4.01	0.0593		0.805	1.28	0.389		0.715	0.628	0.987	0.944	0.780

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (intersection) [Pg yr-1]	Benchmark Period Mean (complement) [Pg yr-1]		Bias [g m-2 d-1]	RMSE [g m-2 d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	3.00
CESM2	[-]	6.46	6.36	0.110	2.99	0.0228		0.975	1.61	0.482		0.363	0.346	0.967	0.542	0.513
CMCC-ESM2	[-]	5.76	5.61	0.169	2.97	0.0412		0.712	1.18	0.691		0.437	0.461	0.971	0.581	0.582
ELM_CN	[-]	5.76	5.75	0.00582	2.97	0.0304		0.788	1.10	0.426		0.412	0.539	0.979	0.631	0.620
ELM_CNP	[-]	5.57	5.56	0.00285	2.97	0.0304		0.734	1.05	0.418		0.434	0.551	0.980	0.639	0.631
IPSL-CM6A-LR	[-]	3.90	3.88	0.0814	2.97	0.0300		0.307	0.675	0.224		0.636	0.601	0.991	0.839	0.734
MPI-ESM1-2-LR	[-]	5.57	5.56	0.212	2.88	0.119		0.778	1.22	0.456		0.495	0.422	0.975	0.873	0.638

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (intersection) [Pg yr-1]	Benchmark Period Mean (complement) [Pg yr-1]		Bias [g m-2 d-1]	RMSE [g m-2 d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	2.79
CESM2	[-]	2.85	2.46	0.363	2.69	0.0178		0.397	1.43	1.33		0.385	0.325	0.806	0.898	0.548
CMCC-ESM2	[-]	3.69	2.64	1.02	2.69	0.0144		-0.0442	1.45	0.991		0.295	0.334	0.878	0.892	0.547
ELM_CN	[-]	3.50	3.39	0.104	2.76	0.0377		0.750	1.31	1.09		0.318	0.351	0.851	0.879	0.550
ELM_CNP	[-]	3.43	3.35	0.0887	2.76	0.0377		0.696	1.27	1.08		0.323	0.355	0.852	0.884	0.554
IPSL-CM6A-LR	[-]	2.59	2.39	0.452	2.77	0.0434		0.438	1.26	1.01		0.371	0.405	0.861	0.922	0.593
MPI-ESM1-2-LR	[-]	3.07	2.79	0.508	2.20	0.593		0.725	1.45	0.798		0.296	0.333	0.885	0.854	0.540

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (intersection) [Pg yr-1]	Benchmark Period Mean (complement) [Pg yr-1]		Bias [g m-2 d-1]	RMSE [g m-2 d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	7.39
CESM2	[-]	9.51	9.22	0.262	7.37	0.0101		0.294	0.844	0.876		0.641	0.521	0.934	0.900	0.703
CMCC-ESM2	[-]	10.0	9.19	0.765	7.31	0.0680		0.239	0.712	0.835		0.601	0.586	0.951	0.798	0.704
ELM_CN	[-]	9.12	9.07	0.0569	7.34	0.0513		0.238	0.736	0.918		0.560	0.604	0.948	0.762	0.696
ELM_CNP	[-]	8.96	8.91	0.0456	7.34	0.0513		0.218	0.736	0.925		0.560	0.603	0.948	0.762	0.695
IPSL-CM6A-LR	[-]	6.98	6.36	0.283	7.36	0.0242		-0.0514	0.563	0.654		0.675	0.637	0.964	0.919	0.766
MPI-ESM1-2-LR	[-]	10.2	9.96	0.463	7.05	0.340		0.389	0.874	0.812		0.613	0.471	0.941	0.854	0.670

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (intersection) [Pg yr-1]	Benchmark Period Mean (complement) [Pg yr-1]		Bias [g m-2 d-1]	RMSE [g m-2 d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	5.98
CESM2	[-]	6.09	4.94	1.04	5.77	0.201		0.990	2.08	2.29		0.158	0.261	0.645	0.388	0.342
CMCC-ESM2	[-]	14.5	8.52	5.69	5.86	0.118		2.40	3.07	2.03		0.0882	0.156	0.669	0.868	0.388
ELM_CN	[-]	8.49	7.96	0.534	5.70	0.277		2.77	2.98	2.21		0.0173	0.190	0.644	0.932	0.395
ELM_CNP	[-]	8.26	7.81	0.448	5.70	0.277		2.59	2.84	2.22		0.0204	0.197	0.644	0.981	0.408
IPSL-CM6A-LR	[-]	6.93	4.90	1.72	5.92	0.0576		1.57	2.23	3.08		0.195	0.269	0.509	0.684	0.385
MPI-ESM1-2-LR	[-]	6.64	5.45	1.43	3.85	2.13		2.57	2.67	2.65		0.0447	0.208	0.559	0.441	0.292

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (intersection) [Pg yr-1]	Benchmark Period Mean (complement) [Pg yr-1]		Bias [g m-2 d-1]	RMSE [g m-2 d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	5.07
CESM2	[-]	5.43	5.09	0.261	5.03	0.0381		0.358	1.23	0.422		0.647	0.533	0.971	0.936	0.724
CMCC-ESM2	[-]	6.25	5.43	0.720	5.01	0.0639		0.176	1.00	0.691		0.677	0.549	0.935	0.959	0.734
ELM_CN	[-]	5.35	5.33	0.0198	4.98	0.0910		0.210	0.813	0.424		0.699	0.621	0.970	0.964	0.775
ELM_CNP	[-]	5.08	5.07	0.0156	4.98	0.0910		0.0845	0.832	0.431		0.686	0.612	0.969	0.963	0.768
IPSL-CM6A-LR	[-]	4.99	4.58	0.272	5.03	0.0413		0.183	0.785	0.372		0.727	0.655	0.972	0.926	0.787
MPI-ESM1-2-LR	[-]	5.80	5.45	0.254	4.46	0.618		0.520	1.36	0.571		0.613	0.460	0.959	0.932	0.685

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (intersection) [Pg yr-1]	Benchmark Period Mean (complement) [Pg yr-1]		Bias [g m-2 d-1]	RMSE [g m-2 d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	93.9
CESM2	[-]	109.	104.	4.53	93.5	0.380		0.414	1.29	1.14		0.399	0.371	0.810	0.942	0.579
CMCC-ESM2	[-]	114.	101.	12.4	93.3	0.641		0.169	1.18	0.958		0.359	0.393	0.836	0.925	0.582
ELM_CN	[-]	128.	126.	1.70	93.0	0.845		0.765	1.20	0.981		0.348	0.396	0.836	0.889	0.573
ELM_CNP	[-]	125.	123.	1.49	93.0	0.845		0.702	1.16	0.988		0.355	0.406	0.834	0.897	0.580
IPSL-CM6A-LR	[-]	103.	97.5	4.54	93.5	0.392		0.321	0.932	1.16		0.443	0.452	0.736	0.956	0.608
MPI-ESM1-2-LR	[-]	131.	126.	5.79	86.9	6.96		0.898	1.41	1.10		0.319	0.322	0.794	0.908	0.533

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (intersection) [Pg yr-1]	Benchmark Period Mean (complement) [Pg yr-1]		Bias [g m-2 d-1]	RMSE [g m-2 d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	1.09
CESM2	[-]	1.55	1.43	0.109	1.07	0.0158		0.250	0.564	1.77		0.391	0.167	0.916	0.890	0.506
CMCC-ESM2	[-]	1.53	1.30	0.226	1.05	0.0374		0.0973	0.332	2.22		0.453	0.336	0.807	0.922	0.571
ELM_CN	[-]	0.965	0.953	0.0125	1.06	0.0263		-0.0309	0.229	2.18		0.511	0.430	0.870	0.965	0.641
ELM_CNP	[-]	0.930	0.918	0.0112	1.06	0.0263		-0.0463	0.233	2.21		0.497	0.428	0.857	0.962	0.634
IPSL-CM6A-LR	[-]	0.642	0.697	0.0730	1.06	0.0258		-0.0577	0.300	1.59		0.415	0.362	0.916	0.919	0.595
MPI-ESM1-2-LR	[-]	1.78	1.44	0.221	0.866	0.224		0.261	0.603	1.78		0.374	0.161	0.904	0.895	0.499

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (intersection) [Pg yr-1]	Benchmark Period Mean (complement) [Pg yr-1]		Bias [g m-2 d-1]	RMSE [g m-2 d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	8.70
CESM2	[-]	9.69	9.08	0.247	8.70	0.00739		0.157	1.24	1.49		0.467	0.334	0.692	0.954	0.556
CMCC-ESM2	[-]	8.34	7.25	0.682	8.70	0.00610		-0.359	1.24	1.12		0.284	0.387	0.753	0.866	0.536
ELM_CN	[-]	12.0	11.9	0.106	8.66	0.0493		0.822	1.30	1.54		0.348	0.356	0.700	0.803	0.513
ELM_CNP	[-]	11.7	11.6	0.0915	8.66	0.0493		0.762	1.25	1.56		0.359	0.370	0.699	0.822	0.524
IPSL-CM6A-LR	[-]	11.9	11.7	0.300	8.70	0.00180		0.849	1.20	2.00		0.332	0.427	0.598	0.895	0.536
MPI-ESM1-2-LR	[-]	13.0	12.3	0.264	8.40	0.301		0.997	1.52	1.86		0.307	0.337	0.625	0.858	0.493

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (intersection) [Pg yr-1]	Benchmark Period Mean (complement) [Pg yr-1]		Bias [g m-2 d-1]	RMSE [g m-2 d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	6.02
CESM2	[-]	7.12	6.53	0.170	6.01	0.0130		0.909	1.90	1.79		0.190	0.245	0.755	0.970	0.481
CMCC-ESM2	[-]	8.06	6.82	0.689	5.97	0.0508		0.809	2.17	1.58		0.145	0.171	0.766	0.755	0.402
ELM_CN	[-]	8.61	8.59	0.0138	5.96	0.0571		2.58	2.83	1.60		0.0424	0.172	0.775	0.952	0.423
ELM_CNP	[-]	8.51	8.50	0.0138	5.96	0.0571		2.49	2.73	1.64		0.0490	0.179	0.770	0.952	0.426
IPSL-CM6A-LR	[-]	6.46	6.36	0.208	6.01	0.0125		0.846	1.58	3.29		0.189	0.233	0.428	0.981	0.413
MPI-ESM1-2-LR	[-]	8.14	7.37	0.219	5.64	0.386		1.73	2.15	2.50		0.0964	0.167	0.575	0.977	0.397

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (intersection) [Pg yr-1]	Benchmark Period Mean (complement) [Pg yr-1]		Bias [g m-2 d-1]	RMSE [g m-2 d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	8.94
CESM2	[-]	8.72	8.20	0.540	8.75	0.0571		0.0964	1.35	1.83		0.464	0.442	0.709	0.935	0.598
CMCC-ESM2	[-]	13.1	10.7	2.50	8.77	0.0366		0.651	1.65	0.709		0.340	0.438	0.909	0.860	0.597
ELM_CN	[-]	12.6	12.4	0.207	8.84	0.0982		1.25	1.61	1.17		0.347	0.452	0.811	0.909	0.594
ELM_CNP	[-]	12.4	12.3	0.177	8.84	0.0982		1.21	1.60	1.18		0.349	0.455	0.811	0.905	0.595
IPSL-CM6A-LR	[-]	8.88	8.18	0.914	8.91	0.0227		0.114	1.08	1.34		0.514	0.529	0.792	0.968	0.667
MPI-ESM1-2-LR	[-]	15.4	14.3	1.49	8.52	0.421		2.01	2.56	1.18		0.238	0.322	0.827	0.890	0.520

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (intersection) [Pg yr-1]	Benchmark Period Mean (complement) [Pg yr-1]		Bias [g m-2 d-1]	RMSE [g m-2 d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	9.11
CESM2	[-]	7.88	7.94	0.275	9.09	0.0201		-0.253	1.46	1.30		0.379	0.315	0.812	0.896	0.543
CMCC-ESM2	[-]	6.64	6.44	0.588	9.10	0.00644		-0.762	1.50	0.844		0.215	0.419	0.868	0.861	0.556
ELM_CN	[-]	11.7	11.6	0.126	9.08	0.0282		0.746	1.33	0.943		0.360	0.386	0.838	0.782	0.551
ELM_CNP	[-]	11.4	11.2	0.111	9.08	0.0282		0.638	1.23	1.01		0.375	0.408	0.824	0.814	0.566
IPSL-CM6A-LR	[-]	11.5	11.0	0.341	9.10	0.00563		0.677	1.14	1.72		0.407	0.402	0.666	0.951	0.565
MPI-ESM1-2-LR	[-]	11.7	11.8	0.218	8.79	0.334		0.901	1.48	1.44		0.327	0.304	0.709	0.832	0.495

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (intersection) [Pg yr-1]	Benchmark Period Mean (complement) [Pg yr-1]		Bias [g m-2 d-1]	RMSE [g m-2 d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	21.8
CESM2	[-]	22.9	22.8	0.439	21.8	0.0180		0.312	1.47	1.47		0.252	0.298	0.791	0.972	0.522
CMCC-ESM2	[-]	19.9	19.3	1.06	21.8	0.0385		-0.457	1.45	1.53		0.288	0.292	0.739	0.963	0.515
ELM_CN	[-]	28.0	27.7	0.241	21.8	0.0446		1.12	1.66	1.32		0.236	0.260	0.807	0.924	0.497
ELM_CNP	[-]	27.2	27.0	0.235	21.8	0.0446		0.972	1.53	1.32		0.253	0.286	0.806	0.937	0.513
IPSL-CM6A-LR	[-]	23.0	22.3	0.482	21.8	0.0185		0.218	1.15	1.95		0.334	0.350	0.628	0.982	0.529
MPI-ESM1-2-LR	[-]	28.6	28.5	0.636	21.5	0.353		1.33	1.91	1.47		0.165	0.212	0.772	0.953	0.463

	Download Data	Period Mean (original grids) [Pg yr-1]	Model Period Mean (intersection) [Pg yr-1]	Model Period Mean (complement) [Pg yr-1]	Benchmark Period Mean (intersection) [Pg yr-1]	Benchmark Period Mean (complement) [Pg yr-1]		Bias [g m-2 d-1]	RMSE [g m-2 d-1]	Phase Shift [months]		Bias Score [1]	RMSE Score [1]	Seasonal Cycle Score [1]	Spatial Distribution Score [1]	Overall Score [1]
Benchmark	[-]	5.72
CESM2	[-]	6.65	6.53	0.0920	5.79	0.00490		0.283	1.01	0.665		0.596	0.555	0.951	0.934	0.718
CMCC-ESM2	[-]	7.78	7.41	0.307	5.79	0.00355		0.485	0.987	0.707		0.569	0.559	0.944	0.815	0.689
ELM_CN	[-]	7.92	7.91	0.0103	5.69	0.0315		0.707	1.03	0.568		0.505	0.620	0.961	0.747	0.690
ELM_CNP	[-]	7.84	7.83	0.00655	5.69	0.0315		0.683	1.02	0.547		0.507	0.620	0.962	0.743	0.690
IPSL-CM6A-LR	[-]	6.72	6.36	0.0983	5.70	0.0109		0.317	0.739	0.386		0.640	0.681	0.977	0.909	0.778
MPI-ESM1-2-LR	[-]	8.85	8.31	0.161	5.61	0.106		0.851	1.35	0.580		0.466	0.466	0.959	0.773	0.626

Temporally integrated period mean

BENCHMARK MEAN Data not available

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MODEL MEAN Data not available

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BIAS

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BIAS SCORE Data not available

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RMSE

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RMSE SCORE Data not available

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BENCHMARK MAX MONTH Data not available

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MODEL MAX MONTH Data not available

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DIFFERENCE IN MAX MONTH Data not available

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SEASONAL CYCLE SCORE Data not available

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SPATIAL TAYLOR DIAGRAM Data not available

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MODEL COLORS Data not available

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Spatially integrated regional mean

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REGIONAL MEAN Data not available

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ANNUAL CYCLE Data not available

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MONTHLY ANOMALY Data not available

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All Models

Mean State
All Models
Data Information

Benchmark

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CESM2

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CMCC-ESM2

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ELM_CN

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ELM_CNP

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IPSL-CM6A-LR Data not available

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MPI-ESM1-2-LR Data not available

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Data Information

Mean State
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Data Information

Title:: derived GBAF in 0.5x0.5

Source_file:: This product is generated from monthly Global Biosphere Amtospher Flux (GBAF) observations

Conventions:: Please contact Prof. James Randerson (Email: jranders@uci.edu) or Dr. Mingquan Mu (mmu@uci.edu) for any question

Creation_date:: Tue Jul 28 16:12:17 PDT 2015

Approach:: I read this variable from data file, and then save the data in NetCDF format by each month and each year. Meanwhile, I also converted the unit from gC/m2/day to KgC/m2/day.

Temporal resolution:: monthly

General information:: This product was derived from Monthly estimates of global biosphere-atmosphere fluxes from Biogeochemistry group at Max Planck Institute in Jena, Germany.

Spatial resolution:: 0.5x0.5 degree

Derived data code:: http://redwood.ess.uci.edu/mingquan/www/ILAMB/Download/CODES/CODES/subroutines/convert/convert-reco-GBAF.ncl