ORCHIDEE rev4438
optimization

Outputs

PFT2      PFT4      PFT5      PFT6      PFT7      PFT8      PFT10     

Model configuration

STOMATE_OK_STOMATE = y STOMATE_OK_CO2 = y FIRE_DISABLE = y AGRICULTURE = n HARVEST_AGRI = n LAI_MAP = n HYDROL_CWRR = y ROUGH_DYN = y OK_FREEZE = y DEPTH_MAX_T = 90 OK_EXPLICITSNOW = y READ_REFTEMP = y REF_TEMP = /home/orchideeshare/igcmg/IGCM/SRF/reftemp.nc DO_RSOIL = y SOILTYPE_CLASSIF = zobler SOILALB_FILE = /home/orchideeshare/igcmg/IGCM/SRF/soils_param.nc SOILCLASS_FILE = /home/orchideeshare/igcmg/IGCM/SRF/soils_param.nc ALB_BG_MODIS = y ALB_BG_FILE = /home/orchideeshare/igcmg/IGCM/SRF/albedo/alb_bg_modisopt_2D_ESA_v2.nc ALB_LEAF_NIR = 0.,0.23,0.18,0.18,0.20,0.24,0.15,0.26,0.20,0.24,0.27,0.28,0.26 ALB_LEAF_VIS = 0.,0.04,0.04,0.04,0.04,0.03,0.03,0.03,0.03,0.06,0.06,0.06,0.06 SNOWA_AGED_NIR = 0.50,0.,0.,0.10,0.37,0.08,0.16,0.17,0.27,0.44,0.44,0.44,0.44 SNOWA_DEC_NIR = 0.13,0.,0.,0.10,0.10,0.16,0.04,0.07,0.08,0.12,0.12,0.12,0.12 SNOWA_AGED_VIS = 0.74,0.,0.,0.08,0.24,0.07,0.18,0.18,0.33,0.57,0.57,0.57,0.57 SNOWA_DEC_VIS = 0.21,0.,0.,0.14,0.08,0.17,0.05,0.06,0.09,0.15,0.15,0.15,0.15 STRESS_GS = 1.,1.,1.,1.,1.,1.,1.,1.,1.,1.,1.,1.,1. STRESS_GM = 1.,1.,1.,1.,1.,1.,1.,1.,1.,1.,1.,1.,1. STRESS_VCMAX = 0.,0.,0.,0.,0.,0.,0.,0.,0.,0.,1.,0.,1. NEW_WATSTRESS = y

Optimized parameters

PARAMETER	range	PFT2	PFT4	PFT5	PFT6	PFT7	PFT8	PFT10
A1	min	0.8	0.8	0.8	0.8	0.8	0.8	0.8
	prior	0.85	0.85	0.85	0.85	0.85	0.85	0.85
	max	0.9	0.9	0.9	0.9	0.9	0.9	0.9
B1	min	0.05	0.05	0.05	0.05	0.05	0.05	0.05
	prior	0.14	0.14	0.14	0.14	0.14	0.14	0.14
	max	0.20	0.20	0.20	0.20	0.20	0.20	0.20
FRAC_GROWTHRESP	min	0.20	0.20	0.20	0.20	0.20	0.20	0.20
	prior	0.28	0.28	0.28	0.28	0.28	0.28	0.28
	max	0.36	0.36	0.36	0.36	0.36	0.36	0.36
HCRIT_LITTER	min	0.02
	prior	0.08
	max	0.50
KSOILC (site-specific)	min	0.5
	prior	1
	max	2.0
MAINT_RESP_COEFF	min	0.7
	prior	1.4
	max	2.8
MAINT_RESP_SLOPE_C	min	0.12	0.08	0.08	0.08	0.08	0.08	0.08
	prior	0.20	0.16	0.16	0.16	0.16	0.16	0.16
	max	0.28	0.24	0.24	0.24	0.24	0.24	0.24
MOIST_COEFF__01	min	0.8
	prior	1.1
	max	1.4
MOIST_COEFF__02	min	2.1
	prior	2.4
	max	2.7
MOIST_COEFF__03	min	0.01
	prior	0.29
	max	0.59
MOISTCONT_MIN	min	0.10
	prior	0.25
	max	0.60
SOIL_Q10	min	0
	prior	0.69
	max	1.1
VCMAX25	min	35	19	25	30	19	25	38
	prior	65	35	45	55	35	45	70
	max	95	51	65	80	51	65	102
WETNESS_TRANSPIR_MAX	min	0.3
	prior	0.8
	max	1.0
Z_DECOMP	min	0.10
	prior	0.20
	max	1.50

Optimization

Algorithm : genetic (Monte Carlo)
Observations : FLUXNET data (78 sites), NEE and latent heat flux
Optimization : multi-site for each PFT
Number of iterations : 20
Population (number of parameter sets retained during optimization) : 30
Number of independent optimization runs : 4

Results for PFT2

PARAMETER	PRIOR	POST1	POST2	POST3	POST4	MEAN
A1__02	0.85	0.836	0.805	0.803	0.803	0.812
B1__02	0.14	0.125	0.197	0.159	0.196	0.169
FRAC_GROWTHRESP__02	0.28	0.225	0.346	0.341	0.322	0.309
HCRIT_LITTER	0.08	0.209	0.5	0.49	0.374	0.393
KSOILC__BR-Ban	1	1.16	0.518	0.625	0.866	0.792
KSOILC__BR-Cax	1	0.689	0.52	0.512	0.581	0.575
KSOILC__BR-Ji2	1	0.511	0.568	0.594	0.552	0.556
KSOILC__BR-Sa3	1	1.86	1.47	1.78	1.64	1.69
KSOILC__ID-Pag	1	1.81	1.9	1.87	1.97	1.89
MAINT_RESP_COEFF	1.4	0.86	1.38	0.975	0.895	1.03
MAINT_RESP_SLOPE_C__02	0.2	0.121	0.133	0.14	0.123	0.129
MOISTCONT_MIN	0.25	0.185	0.106	0.125	0.213	0.157
MOIST_COEFF__1	1.1	1.3	1.25	1.38	0.8	1.18
MOIST_COEFF__2	2.4	2.24	2.17	2.4	2.51	2.33
MOIST_COEFF__3	0.29	0.479	0.0294	0.407	0.475	0.347
SOIL_Q10	0.69	0.265	0.251	1.01	0.251	0.443
VCMAX25__02	65	39	72.5	54.8	70.5	59.2
WETNESS_TRANSPIR_MAX	0.8	0.851	0.78	0.856	0.801	0.822
Z_DECOMP	0.2	1.28	0.207	1.19	0.662	0.834
Cost function reduction		0.716	0.726	0.711	0.698	0.713

Results for PFT4

PARAMETER	PRIOR	POST1	POST2	POST3	POST4	MEAN
A1__04	0.85	0.824	0.825	0.808	0.833	0.823
B1__04	0.14	0.191	0.171	0.181	0.195	0.185
FRAC_GROWTHRESP__04	0.28	0.266	0.204	0.315	0.213	0.249
HCRIT_LITTER	0.08	0.0852	0.452	0.148	0.0799	0.191
KSOILC__CA-Ca3	1	0.826	0.756	1.41	1.48	1.12
KSOILC__CA-TP4	1	1.01	1.08	1.26	1.63	1.24
KSOILC__DE-Bay	1	0.98	1.64	1.52	1.32	1.37
KSOILC__DE-Tha	1	0.602	0.569	1	0.599	0.693
KSOILC__DE-Wet	1	1	1.27	1	1.32	1.15
KSOILC__FR-LBr	1	1	0.916	1	2	1.23
KSOILC__IT-Lav	1	1	1.75	1.65	1.54	1.49
KSOILC__IT-Ren	1	0.988	0.936	1.95	0.771	1.16
KSOILC__IT-SRo	1	1.41	1.22	1	0.899	1.13
KSOILC__NL-Loo	1	1.78	1.32	1	1.07	1.29
KSOILC__SE-Nor	1	1.67	1.9	1	1.87	1.61
KSOILC__SE-Sk1	1	1.99	1.9	1.96	1.75	1.9
KSOILC__SE-Sk2	1	1.05	1.81	0.685	1.85	1.35
KSOILC__UK-Gri	1	0.849	1.08	0.724	1.57	1.06
KSOILC__US-Ho1	1	1.12	1.87	1.03	0.639	1.17
KSOILC__US-Ho2	1	0.56	0.862	0.796	1.18	0.851
KSOILC__US-Me2	1	1.19	1.11	1.07	0.809	1.05
KSOILC__US-Me4	1	1.86	1.27	1.06	1.29	1.37
KSOILC__US-NC2	1	1.62	0.966	0.883	0.897	1.09
KSOILC__US-Wrc	1	1.33	1.29	1.01	0.91	1.13
MAINT_RESP_COEFF	1.4	0.919	1.37	0.73	0.807	0.957
MAINT_RESP_SLOPE_C__04	0.16	0.0946	0.0909	0.0864	0.111	0.0957
MOISTCONT_MIN	0.25	0.194	0.426	0.106	0.119	0.211
MOIST_COEFF__1	1.1	1.4	1.39	0.942	0.878	1.15
MOIST_COEFF__2	2.4	2.27	2.44	2.23	2.2	2.28
MOIST_COEFF__3	0.29	0.475	0.224	0.452	0.232	0.346
SOIL_Q10	0.69	0.414	0.889	0.93	0.956	0.797
VCMAX25__04	35	35.8	35	37.9	35.4	36
WETNESS_TRANSPIR_MAX	0.8	0.8	0.941	0.976	0.945	0.916
Z_DECOMP	0.2	0.278	0.735	1.18	1.11	0.826
Cost function reduction		0.701	0.703	0.696	0.7	0.7

Results for PFT5

PARAMETER	PRIOR	POST1	POST2	POST3	POST4	MEAN
A1__05	0.85	0.89	0.82	0.855	0.83	0.849
B1__05	0.14	0.196	0.199	0.199	0.192	0.196
FRAC_GROWTHRESP__05	0.28	0.201	0.221	0.207	0.262	0.223
HCRIT_LITTER	0.08	0.0972	0.215	0.281	0.182	0.194
KSOILC__AU-Tum	1	1.88	1.76	1.79	1.94	1.84
KSOILC__AU-Wac	1	0.87	0.676	0.742	0.631	0.73
MAINT_RESP_COEFF	1.4	2.05	1.31	1.9	1.53	1.7
MAINT_RESP_SLOPE_C__05	0.16	0.123	0.106	0.0833	0.146	0.114
MOISTCONT_MIN	0.25	0.154	0.218	0.25	0.206	0.207
MOIST_COEFF__1	1.1	1.28	1.2	1.14	1.18	1.2
MOIST_COEFF__2	2.4	2.2	2.42	2.4	2.23	2.31
MOIST_COEFF__3	0.29	0.367	0.0812	0.43	0.449	0.332
SOIL_Q10	0.69	1.08	1	0.968	0.893	0.987
VCMAX25__05	45	36.1	48.2	40.9	46	42.8
WETNESS_TRANSPIR_MAX	0.8	0.565	0.581	0.975	0.699	0.705
Z_DECOMP	0.2	0.738	0.856	0.157	0.276	0.507
Cost function reduction		0.691	0.677	0.676	0.678	0.68

Results for PFT6

PARAMETER	PRIOR	POST1	POST2	POST3	POST4	MEAN
A1__06	0.85	0.807	0.802	0.802	0.807	0.805
B1__06	0.14	0.199	0.191	0.2	0.185	0.194
FRAC_GROWTHRESP__06	0.28	0.261	0.206	0.235	0.221	0.231
HCRIT_LITTER	0.08	0.117	0.227	0.191	0.108	0.161
KSOILC__DE-Hai	1	0.514	0.655	1.3	0.76	0.808
KSOILC__FR-Fon	1	1.45	1.27	1.12	0.635	1.12
KSOILC__FR-Hes	1	1.5	1.35	1.23	1.48	1.39
KSOILC__JP-Tak	1	1.58	0.835	0.565	0.59	0.894
KSOILC__UK-Ham	1	0.899	1.55	1.65	0.788	1.22
KSOILC__US-Bar	1	1.64	1.18	0.708	0.624	1.04
KSOILC__US-Ha1	1	0.613	0.535	0.539	0.731	0.604
KSOILC__US-LPH	1	0.612	1.69	1.67	1.64	1.4
KSOILC__US-MOz	1	1.34	1.22	1.14	1.42	1.28
KSOILC__US-UMB	1	0.685	1.91	1.66	1.68	1.49
KSOILC__US-WCr	1	1.99	1.65	1.82	1.54	1.75
MAINT_RESP_COEFF	1.4	1.89	1.37	1.39	1.56	1.55
MAINT_RESP_SLOPE_C__06	0.16	0.0918	0.127	0.0901	0.0913	0.1
MOISTCONT_MIN	0.25	0.423	0.418	0.377	0.376	0.399
MOIST_COEFF__1	1.1	1.34	1.37	1.11	1.38	1.3
MOIST_COEFF__2	2.4	2.23	2.48	2.18	2.47	2.34
MOIST_COEFF__3	0.29	0.525	0.576	0.487	0.574	0.54
SOIL_Q10	0.69	0.561	0.727	0.93	0.629	0.712
VCMAX25__06	55	55.6	52.8	53.1	48.9	52.6
WETNESS_TRANSPIR_MAX	0.8	0.778	0.506	0.842	0.541	0.667
Z_DECOMP	0.2	0.588	1.32	0.856	1.21	0.995
Cost function reduction		0.723	0.714	0.731	0.714	0.72

Results for PFT7

PARAMETER	PRIOR	POST1	POST2	POST3	POST4	MEAN
A1__07	0.85	0.814	0.8	0.807	0.809	0.807
B1__07	0.14	0.128	0.182	0.162	0.194	0.167
FRAC_GROWTHRESP__07	0.28	0.232	0.353	0.314	0.319	0.305
HCRIT_LITTER	0.08	0.395	0.499	0.411	0.243	0.387
KSOILC__CA-Man	1	1.14	0.506	0.918	0.781	0.836
KSOILC__CA-NS1	1	1.71	0.818	1.27	1.37	1.29
KSOILC__CA-NS2	1	1.05	1.01	0.705	0.777	0.885
KSOILC__CA-NS3	1	1.79	1.79	1.78	1.5	1.71
KSOILC__CA-Obs	1	0.909	1.12	1.45	0.808	1.07
KSOILC__CA-Ojp	1	0.624	1.19	0.661	0.547	0.756
KSOILC__CA-Qfo	1	0.728	0.901	1.59	1.11	1.08
KSOILC__CA-SJ3	1	1.58	0.98	1.5	1.04	1.28
KSOILC__FI-Hyy	1	0.533	0.679	0.76	0.511	0.621
KSOILC__FI-Sod	1	1.6	1.73	1.75	1.85	1.73
KSOILC__SE-Fla	1	0.989	1.35	0.791	1.65	1.2
KSOILC__US-Bn1	1	1.12	0.536	1.76	1.12	1.13
KSOILC__US-NR1	1	1.01	1.3	1.43	1.54	1.32
MAINT_RESP_COEFF	1.4	1.07	0.964	0.7	0.78	0.878
MAINT_RESP_SLOPE_C__07	0.16	0.1	0.117	0.135	0.203	0.139
MOISTCONT_MIN	0.25	0.14	0.511	0.498	0.169	0.329
MOIST_COEFF__1	1.1	1.35	1.26	0.815	1.25	1.17
MOIST_COEFF__2	2.4	2.68	2.17	2.67	2.59	2.53
MOIST_COEFF__3	0.29	0.144	0.325	0.0989	0.577	0.286
SOIL_Q10	0.69	0.943	0.789	1.07	0.991	0.947
VCMAX25__07	35	31.8	39	35.3	38.7	36.2
WETNESS_TRANSPIR_MAX	0.8	0.451	0.388	0.342	0.538	0.43
Z_DECOMP	0.2	0.872	0.146	1.18	1.43	0.905
Cost function reduction		0.669	0.668	0.664	0.686	0.672

Results for PFT8

PARAMETER	PRIOR	POST1	POST2	POST3	POST4	MEAN
A1__08	0.85	0.874	0.849	0.861	0.85	0.859
B1__08	0.14	0.161	0.176	0.177	0.195	0.177
FRAC_GROWTHRESP__08	0.28	0.251	0.209	0.226	0.264	0.237
HCRIT_LITTER	0.08	0.0826	0.429	0.107	0.0822	0.175
KSOILC__CA-Oas	1	0.687	0.668	0.707	0.97	0.758
KSOILC__SE-Abi	1	1.05	1.54	0.88	1.97	1.36
KSOILC__US-Bn2	1	1.61	1.59	1.51	0.501	1.3
MAINT_RESP_COEFF	1.4	1.23	2.39	1.19	1.73	1.64
MAINT_RESP_SLOPE_C__08	0.16	0.0866	0.2	0.16	0.124	0.142
MOISTCONT_MIN	0.25	0.291	0.396	0.108	0.583	0.345
MOIST_COEFF__1	1.1	1.37	1.25	1.35	1.08	1.26
MOIST_COEFF__2	2.4	2.25	2.25	2.15	2.55	2.3
MOIST_COEFF__3	0.29	0.409	0.42	0.395	0.54	0.441
SOIL_Q10	0.69	0.757	0.837	0.701	0.989	0.821
VCMAX25__08	45	33.6	39.5	35.4	39.7	37
WETNESS_TRANSPIR_MAX	0.8	0.935	0.965	0.898	0.894	0.923
Z_DECOMP	0.2	0.289	0.753	0.214	1.36	0.653
Cost function reduction		0.759	0.765	0.761	0.77	0.764

Results for PFT10

PARAMETER	PRIOR	POST1	POST2	POST3	POST4	MEAN
A1__10	0.85	0.887	0.896	0.879	0.895	0.889
B1__10	0.14	0.146	0.152	0.108	0.123	0.132
FRAC_GROWTHRESP__10	0.28	0.342	0.314	0.345	0.271	0.318
HCRIT_LITTER	0.08	0.259	0.0671	0.483	0.0415	0.213
KSOILC__CA-Let	1	0.747	0.801	0.805	0.955	0.827
KSOILC__CA-NS6	1	1.79	1.79	1.8	1.75	1.78
KSOILC__CA-NS7	1	1.65	1.42	1.5	1.12	1.42
KSOILC__CN-HaM	1	1.61	0.712	0.592	1.74	1.16
KSOILC__DE-Meh	1	0.831	0.782	1.82	0.527	0.99
KSOILC__ES-LMa	1	1.46	1.78	0.527	1.11	1.22
KSOILC__ES-VDA	1	1.2	1.91	1.1	1.78	1.5
KSOILC__HU-Bug	1	1.97	0.597	1.96	1.92	1.61
KSOILC__HU-Mat	1	1.43	0.608	1.87	0.782	1.17
KSOILC__IE-Dri	1	1.47	0.876	1.16	0.812	1.08
KSOILC__IT-Amp	1	0.635	1.02	1.16	0.53	0.835
KSOILC__IT-MBo	1	1.85	1.78	1.91	1.7	1.81
KSOILC__IT-Mal	1	0.718	0.684	0.91	1.08	0.848
KSOILC__NL-Ca1	1	1.58	1.86	1.56	0.939	1.48
KSOILC__NL-Hor	1	0.575	0.58	1	0.924	0.771
KSOILC__SE-Deg	1	1.83	1.55	1.79	0.977	1.54
KSOILC__US-ARM	1	1.36	1.94	1.05	0.72	1.27
KSOILC__US-Aud	1	1.71	0.556	0.52	1.4	1.05
KSOILC__US-Bkg	1	1.26	1.18	0.923	1.02	1.09
KSOILC__US-Bn3	1	1.86	1.08	0.732	0.789	1.12
KSOILC__US-Goo	1	1.12	1.33	0.809	1.36	1.15
KSOILC__US-IB2	1	1.76	0.705	1.82	1.11	1.35
KSOILC__US-Ivo	1	0.503	1.21	1.38	1.13	1.05
KSOILC__US-Var	1	0.634	1.61	1.87	1.72	1.46
MAINT_RESP_COEFF	1.4	2.74	2.56	1.84	2.15	2.32
MAINT_RESP_SLOPE_C__10	0.16	0.121	0.121	0.208	0.123	0.143
MOISTCONT_MIN	0.25	0.254	0.222	0.118	0.429	0.256
MOIST_COEFF__1	1.1	1.27	1.29	1.39	1.38	1.33
MOIST_COEFF__2	2.4	2.21	2.23	2.23	2.25	2.23
MOIST_COEFF__3	0.29	0.524	0.449	0.524	0.584	0.52
SOIL_Q10	0.69	0.866	0.937	0.802	0.992	0.899
VCMAX25__10	70	48.2	43.9	46.2	38.1	44.1
WETNESS_TRANSPIR_MAX	0.8	1	0.863	0.884	0.975	0.93
Z_DECOMP	0.2	0.403	0.508	0.172	0.668	0.438
Cost function reduction		0.8	0.806	0.795	0.81	0.803