ORCHIDEE rev3977
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 = n DEPTH_MAX_T = 90 OK_EXPLICITSNOW = y READ_REFTEMP = n DO_RSOIL = y SOILTYPE_CLASSIF = usda SOILALB_FILE = /home/orchideeshare/igcmg/IGCM/SRF/soils_param.nc SOILCLASS_FILE = /home/orchideeshare/igcmg/IGCM/SRF/soils_param_usdatop.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
ALPHA_WATSTRESS	min	0.05
	prior	1
	max	10
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
HYDROL_HUMCSTE	min	0.2	0.25	0.2	0.2	0.25	0.25	1.0
	prior	0.8	1.0	0.8	0.8	1.0	1.0	4.0
	max	3.0	4.0	3.0	3.0	4.0	4.0	10.0
KSOILC (site-dependent)	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 : 40
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	0.815	0.825	0.806	0.811	0.815
ALPHA_WATSTRESS	1	0.349	0.595	0.559	0.554	0.514
B1__02	0.14	0.176	0.188	0.17	0.185	0.18
FRAC_GROWTHRESP__02	0.28	0.325	0.344	0.336	0.354	0.34
HCRIT_LITTER	0.08	0.151	0.196	0.0511	0.276	0.169
HYDROL_HUMCSTE__02	0.8	0.74	0.308	0.575	0.382	0.501
KSOILC__BR-Ban	1	0.757	0.97	1.09	0.508	0.831
KSOILC__BR-Cax	1	0.534	0.501	0.569	0.575	0.545
KSOILC__BR-Ji2	1	0.536	0.566	0.502	0.533	0.534
KSOILC__BR-Sa3	1	1.87	1.82	1.93	1.78	1.85
KSOILC__ID-Pag	1	1.96	1.96	1.98	1.81	1.93
MAINT_RESP_COEFF	1.4	0.728	0.782	0.78	0.742	0.758
MAINT_RESP_SLOPE_C__02	0.2	0.126	0.121	0.121	0.12	0.122
MOISTCONT_MIN	0.25	0.305	0.249	0.259	0.166	0.245
MOIST_COEFF__1	1.1	1.01	0.817	0.884	1.06	0.944
MOIST_COEFF__2	2.4	2.67	2.56	2.58	2.65	2.62
MOIST_COEFF__3	0.29	0.448	0.479	0.32	0.516	0.441
SOIL_Q10	0.69	0.254	0.579	0.162	0.325	0.33
VCMAX25__02	65	59.5	60.1	58.8	67.6	61.5
WETNESS_TRANSPIR_MAX	0.8	0.842	0.926	0.877	0.996	0.91
Z_DECOMP	0.2	1.06	1.04	0.837	1.07	1
Cost function reduction		0.727	0.723	0.719	0.722	0.723

Results for PFT4

PARAMETER	PRIOR	POST1	POST2	POST3	POST4	MEAN
A1__04	0.85	0.8	0.814	0.839	0.813	0.817
ALPHA_WATSTRESS	1	0.393	1.7	0.555	0.68	0.831
B1__04	0.14	0.196	0.142	0.197	0.199	0.184
FRAC_GROWTHRESP__04	0.28	0.262	0.217	0.272	0.291	0.261
HCRIT_LITTER	0.08	0.326	0.0486	0.177	0.421	0.243
HYDROL_HUMCSTE__04	1	3.54	2.9	3.13	2.82	3.1
KSOILC__CA-Ca3	1	1.42	1.66	1.05	1.23	1.34
KSOILC__CA-TP4	1	1.49	0.705	1.49	1.21	1.23
KSOILC__DE-Bay	1	1.65	1.81	1.95	1.3	1.68
KSOILC__DE-Tha	1	0.617	0.826	0.549	0.545	0.634
KSOILC__DE-Wet	1	1.3	0.603	1.01	0.89	0.952
KSOILC__FR-LBr	1	0.62	0.576	1.18	0.997	0.843
KSOILC__IT-Lav	1	0.693	1.82	1.43	0.596	1.14
KSOILC__IT-Ren	1	0.681	1.49	0.988	0.518	0.919
KSOILC__IT-SRo	1	1.01	0.644	1.35	1	1
KSOILC__NL-Loo	1	1.27	0.646	0.655	0.867	0.861
KSOILC__SE-Nor	1	1.84	1.79	1.91	1.56	1.78
KSOILC__SE-Sk1	1	1.99	1.98	1.95	1.92	1.96
KSOILC__SE-Sk2	1	1.91	0.579	1.47	0.74	1.17
KSOILC__UK-Gri	1	1	1.55	0.63	1.72	1.23
KSOILC__US-Ho1	1	0.684	0.524	0.794	0.633	0.659
KSOILC__US-Ho2	1	0.541	0.502	0.707	0.635	0.596
KSOILC__US-Me2	1	1.29	1.67	0.909	0.809	1.17
KSOILC__US-Me4	1	0.836	1.2	0.809	0.653	0.875
KSOILC__US-NC2	1	1.39	1.04	0.609	0.652	0.921
KSOILC__US-Wrc	1	0.847	0.744	0.765	0.758	0.779
MAINT_RESP_COEFF	1.4	0.732	0.769	1.15	1.72	1.09
MAINT_RESP_SLOPE_C__04	0.16	0.082	0.0903	0.085	0.0948	0.088
MOISTCONT_MIN	0.25	0.111	0.148	0.157	0.197	0.153
MOIST_COEFF__1	1.1	1.25	0.997	1.15	1.32	1.18
MOIST_COEFF__2	2.4	2.4	2.16	2.19	2.48	2.31
MOIST_COEFF__3	0.29	0.355	0.553	0.398	0.432	0.434
SOIL_Q10	0.69	0.678	0.652	0.665	0.735	0.683
VCMAX25__04	35	40.9	33.2	36.2	40.6	37.7
WETNESS_TRANSPIR_MAX	0.8	0.93	0.694	0.923	0.836	0.846
Z_DECOMP	0.2	1.42	1.11	1.18	0.615	1.08
Cost function reduction		0.652	0.684	0.661	0.664	0.665

Results for PFT5

PARAMETER	PRIOR	POST1	POST2	POST3	POST4	MEAN
A1__05	0.85	0.834	0.869	0.886	0.859	0.862
ALPHA_WATSTRESS	1	7.8	8.05	5.69	3.9	6.36
B1__05	0.14	0.198	0.197	0.2	0.199	0.198
FRAC_GROWTHRESP__05	0.28	0.257	0.218	0.207	0.256	0.235
HCRIT_LITTER	0.08	0.172	0.383	0.337	0.443	0.334
HYDROL_HUMCSTE__05	0.8	0.578	1.49	1.68	1.14	1.22
KSOILC__AU-Tum	1	1.95	1.72	1.92	1.97	1.89
KSOILC__AU-Wac	1	0.538	0.518	1.03	0.545	0.659
MAINT_RESP_COEFF	1.4	0.701	1.57	0.831	0.983	1.02
MAINT_RESP_SLOPE_C__05	0.16	0.0921	0.114	0.094	0.144	0.111
MOISTCONT_MIN	0.25	0.403	0.155	0.264	0.297	0.279
MOIST_COEFF__1	1.1	1.35	1.26	1.35	1.38	1.34
MOIST_COEFF__2	2.4	2.37	2.11	2.14	2.45	2.27
MOIST_COEFF__3	0.29	0.193	0.162	0.26	0.58	0.299
SOIL_Q10	0.69	0.823	0.959	0.898	0.82	0.875
VCMAX25__05	45	49.2	40.2	35.3	43.1	41.9
WETNESS_TRANSPIR_MAX	0.8	0.964	0.369	0.334	0.652	0.58
Z_DECOMP	0.2	0.401	0.925	0.801	0.275	0.601
Cost function reduction		0.667	0.673	0.665	0.671	0.669

Results for PFT6

PARAMETER	PRIOR	POST1	POST2	POST3	POST4	MEAN
A1__06	0.85	0.805	0.803	0.806	0.801	0.804
ALPHA_WATSTRESS	1	1.18	1.76	7.62	1.01	2.89
B1__06	0.14	0.198	0.188	0.193	0.199	0.195
FRAC_GROWTHRESP__06	0.28	0.248	0.2	0.222	0.21	0.22
HCRIT_LITTER	0.08	0.338	0.383	0.36	0.0916	0.293
HYDROL_HUMCSTE__06	0.8	2.89	2.93	2.48	2.84	2.78
KSOILC__DE-Hai	1	0.722	0.79	0.504	0.557	0.643
KSOILC__FR-Fon	1	1.7	0.799	1.59	1.02	1.28
KSOILC__FR-Hes	1	0.589	0.84	0.589	0.571	0.647
KSOILC__JP-Tak	1	0.658	0.773	0.561	0.601	0.648
KSOILC__UK-Ham	1	0.644	0.611	1.06	1.44	0.938
KSOILC__US-Bar	1	1.63	0.568	0.777	1.38	1.09
KSOILC__US-Ha1	1	1.19	0.688	0.519	0.923	0.83
KSOILC__US-LPH	1	1.63	1.47	0.71	1.33	1.28
KSOILC__US-MOz	1	1.14	0.962	1.62	0.662	1.1
KSOILC__US-UMB	1	1.98	1.74	1.84	1.71	1.81
KSOILC__US-WCr	1	1.9	1.99	1.94	2	1.96
MAINT_RESP_COEFF	1.4	2.19	2.05	2.77	1	2
MAINT_RESP_SLOPE_C__06	0.16	0.0877	0.0846	0.0893	0.0837	0.0863
MOISTCONT_MIN	0.25	0.322	0.151	0.255	0.445	0.293
MOIST_COEFF__1	1.1	1.35	1.39	1.39	1.26	1.35
MOIST_COEFF__2	2.4	2.18	2.38	2.42	2.12	2.27
MOIST_COEFF__3	0.29	0.514	0.577	0.467	0.576	0.533
SOIL_Q10	0.69	0.572	0.603	0.742	0.628	0.636
VCMAX25__06	55	50.7	48.4	53.5	48.4	50.3
WETNESS_TRANSPIR_MAX	0.8	0.3	0.349	0.357	0.6	0.402
Z_DECOMP	0.2	0.904	1.27	1.01	0.897	1.02
Cost function reduction		0.692	0.687	0.697	0.686	0.69

Results for PFT7

PARAMETER	PRIOR	POST1	POST2	POST3	POST4	MEAN
A1__07	0.85	0.802	0.808	0.81	0.814	0.809
ALPHA_WATSTRESS	1	1.18	0.627	0.269	0.42	0.623
B1__07	0.14	0.177	0.144	0.133	0.178	0.158
FRAC_GROWTHRESP__07	0.28	0.354	0.299	0.288	0.266	0.302
HCRIT_LITTER	0.08	0.324	0.407	0.071	0.0815	0.221
HYDROL_HUMCSTE__07	1	2.03	3.13	3.56	3.42	3.03
KSOILC__CA-Man	1	0.776	1.1	0.553	0.954	0.845
KSOILC__CA-NS1	1	0.529	1.44	1.13	0.749	0.96
KSOILC__CA-NS2	1	0.926	0.815	0.568	0.533	0.711
KSOILC__CA-NS3	1	1.89	2	1.92	1.82	1.91
KSOILC__CA-Obs	1	0.528	0.813	0.908	0.52	0.692
KSOILC__CA-Ojp	1	0.964	1.06	0.876	1.82	1.18
KSOILC__CA-Qfo	1	0.662	0.647	1.21	0.709	0.808
KSOILC__CA-SJ3	1	1.45	1.82	0.671	0.571	1.13
KSOILC__FI-Hyy	1	0.543	0.509	0.575	0.605	0.558
KSOILC__FI-Sod	1	1.99	1.96	1.65	1.66	1.82
KSOILC__SE-Fla	1	0.754	1.83	1.65	1.21	1.36
KSOILC__US-Bn1	1	1.93	0.984	1.67	1.25	1.46
KSOILC__US-NR1	1	1.55	1.6	1.57	1.98	1.68
MAINT_RESP_COEFF	1.4	0.802	1.54	0.837	1.09	1.07
MAINT_RESP_SLOPE_C__07	0.16	0.186	0.124	0.109	0.148	0.142
MOISTCONT_MIN	0.25	0.129	0.39	0.561	0.228	0.327
MOIST_COEFF__1	1.1	1.26	1.2	0.867	1.37	1.17
MOIST_COEFF__2	2.4	2.3	2.19	2.11	2.17	2.19
MOIST_COEFF__3	0.29	0.361	0.322	0.531	0.346	0.39
SOIL_Q10	0.69	0.809	0.873	0.857	0.674	0.803
VCMAX25__07	35	39.8	34.4	31.6	34.3	35
WETNESS_TRANSPIR_MAX	0.8	0.629	0.879	0.943	0.597	0.762
Z_DECOMP	0.2	1.29	1.36	1.17	0.322	1.04
Cost function reduction		0.669	0.667	0.669	0.674	0.67

Results for PFT8

PARAMETER	PRIOR	POST1	POST2	POST3	POST4	MEAN
A1__08	0.85	0.834	0.804	0.835	0.831	0.826
ALPHA_WATSTRESS	1	2	2.38	2.49	2.15	2.26
B1__08	0.14	0.144	0.166	0.14	0.145	0.149
FRAC_GROWTHRESP__08	0.28	0.207	0.319	0.254	0.261	0.26
HCRIT_LITTER	0.08	0.424	0.165	0.165	0.102	0.214
HYDROL_HUMCSTE__08	1	2.15	2.61	2.25	1.82	2.21
KSOILC__CA-Oas	1	0.597	0.625	0.578	0.646	0.612
KSOILC__SE-Abi	1	1.8	1.78	1.9	1.89	1.85
KSOILC__US-Bn2	1	0.679	0.589	1.54	1.64	1.11
MAINT_RESP_COEFF	1.4	2.46	2.17	2.46	2.1	2.3
MAINT_RESP_SLOPE_C__08	0.16	0.0836	0.119	0.0858	0.0977	0.0965
MOISTCONT_MIN	0.25	0.287	0.288	0.169	0.285	0.257
MOIST_COEFF__1	1.1	1.35	1.03	1.37	1.08	1.21
MOIST_COEFF__2	2.4	2.46	2.33	2.44	2.19	2.35
MOIST_COEFF__3	0.29	0.472	0.447	0.581	0.493	0.498
SOIL_Q10	0.69	0.776	0.876	0.748	0.763	0.791
VCMAX25__08	45	33.6	44.7	33.9	37	37.3
WETNESS_TRANSPIR_MAX	0.8	0.959	0.706	0.871	0.978	0.879
Z_DECOMP	0.2	0.569	0.516	0.732	0.474	0.573
Cost function reduction		0.756	0.771	0.76	0.754	0.76

Results for PFT10

PARAMETER	PRIOR	POST1	POST2	POST3	POST4	MEAN
A1__10	0.85	0.899	0.887	0.899	0.893	0.895
ALPHA_WATSTRESS	1	6.81	8.26	3.26	6.76	6.27
B1__10	0.14	0.171	0.144	0.13	0.136	0.145
FRAC_GROWTHRESP__10	0.28	0.356	0.359	0.339	0.359	0.353
HCRIT_LITTER	0.08	0.077	0.13	0.346	0.441	0.248
HYDROL_HUMCSTE__10	4	8.21	5.79	6.44	8.82	7.31
KSOILC__CA-Let	1	0.992	0.897	0.916	0.73	0.884
KSOILC__CA-NS6	1	1.71	1.41	1.61	1.73	1.61
KSOILC__CA-NS7	1	1.31	1.45	0.819	1.94	1.38
KSOILC__CN-HaM	1	1.83	1.41	0.595	1.44	1.32
KSOILC__DE-Meh	1	1.88	1.91	1.97	1.01	1.69
KSOILC__ES-LMa	1	0.742	0.567	0.852	0.603	0.691
KSOILC__ES-VDA	1	1.5	1.23	0.965	1.73	1.36
KSOILC__HU-Bug	1	1.35	1.94	1.71	1.75	1.68
KSOILC__HU-Mat	1	1.16	0.82	0.651	1.89	1.13
KSOILC__IE-Dri	1	0.694	1.11	1.97	1	1.2
KSOILC__IT-Amp	1	1.89	1.09	1.37	1.45	1.45
KSOILC__IT-MBo	1	1.83	1.07	1.4	1.42	1.43
KSOILC__IT-Mal	1	1.14	1.19	1.01	1.29	1.16
KSOILC__NL-Ca1	1	0.758	1.73	1.18	1.99	1.41
KSOILC__NL-Hor	1	0.829	0.984	0.556	0.584	0.738
KSOILC__SE-Deg	1	1.75	1.92	1.21	1.48	1.59
KSOILC__US-ARM	1	0.593	1.48	0.547	0.5	0.78
KSOILC__US-Aud	1	0.879	0.877	1.5	0.813	1.02
KSOILC__US-Bkg	1	0.504	1.79	0.53	0.86	0.92
KSOILC__US-Bn3	1	0.924	0.643	1.46	0.814	0.961
KSOILC__US-Goo	1	0.714	0.647	0.653	0.943	0.739
KSOILC__US-IB2	1	0.869	1.48	1.17	1.27	1.2
KSOILC__US-Ivo	1	0.866	0.743	1.72	1.35	1.17
KSOILC__US-Var	1	1.62	0.899	0.71	0.715	0.985
MAINT_RESP_COEFF	1.4	0.858	2.1	2.35	1.33	1.66
MAINT_RESP_SLOPE_C__10	0.16	0.223	0.131	0.112	0.168	0.158
MOISTCONT_MIN	0.25	0.109	0.37	0.156	0.11	0.186
MOIST_COEFF__1	1.1	1.15	1.33	1.28	1.3	1.27
MOIST_COEFF__2	2.4	2.2	2.13	2.35	2.19	2.22
MOIST_COEFF__3	0.29	0.578	0.323	0.572	0.468	0.485
SOIL_Q10	0.69	0.974	1	0.925	0.995	0.974
VCMAX25__10	70	47.4	45.2	43.2	44.3	45
WETNESS_TRANSPIR_MAX	0.8	0.62	0.755	0.989	0.467	0.708
Z_DECOMP	0.2	1.41	0.784	0.688	0.739	0.906
Cost function reduction		0.759	0.76	0.745	0.752	0.754