Using a multiobjective approach to retrieve information on surface properties used in a SVAT model

Journal of Hydrology

Volumn 287, Issue 1-4, 2004, Pages 214-236

  Demarty, J ^a,b,e   Ottle C ^a   Braud, I ^c,d   Olioso, A ^e   Frangi, J P ^b   Bastidas, L A ^f,g   Gupta, H V ^f  

^a CNRS   (France)

^b UNIVERSITÉ PARIS DESCARTES   (France)

^c GRENOBLE INSTITUTE OF TECHNOLOGY   (France)

^d CENTRE DE LYON VILLEURBANNE   (France)

^e CEMAGREF   (France)

^f UNIVERSITY OF ARIZONA   (United States)

^g Utah State University   (United States)

Author keywords

Multiobjective generalized sensitivity analysis algorithm; Multiobjective sensitivity analysis; Remote sensing data assimilation; ReSeDA experiment; Simple soil plant atmosphere transfer remote sensing model; Soil vegetation atmosphere transfer models

Indexed keywords

AGRONOMY; ALGORITHMS; INFORMATION RETRIEVAL; METEOROLOGY; RELIABILITY; REMOTE SENSING; SENSITIVITY ANALYSIS; SOILS; VEGETATION;

SOIL VEGETATION ATMOSPHERE TRANSFER (SVAT) MODELS;

HYDROLOGY;

ALGORITHM; DATA PROCESSING; ENERGY BALANCE; LAND SURFACE; REMOTE SENSING; WATER BUDGET;

RESEDA; TRITICUM AESTIVUM;

EID: 1542350138     PISSN: 00221694     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jhydrol.2003.10.003     Document Type: Article

References (47)

1. Bastidas L.A., Gupta H.V., Sorooshian S., Shuttleworth W.J., Yang Z.L. Sensitivity analysis of a land surface scheme using multicriteria methods. Journal of Geophysical Research. 104:(D16):1999;19481-19490.
2. Boyle D.P., Gupta H.V., Sorooshian S. Toward improved calibration of hydrologic models: combining the strengths of manual and automatic methods. Water Resources Research. 36:(12):2000;3663-3674.
3. Boyle D.P., Gupta H.V., Sorooshian S., Koren V., Zhang Z., Smith M. Toward improved streamflow forecasts: value of semidistributed modeling. Water Resources Research. 37:(11):2001;2749-2759.
4. Braud I. SiSPAT, a numerical model of water and energy fluxes in the soil-plant-atmosphere continuum. Version 3.0, SiSPAT user's manual, 107 pp., 2000 ( http://www.lthe.hmg.inpg.fr ).
5. Braud I., Chanzy A. Soil properties, initial and boundary conditions for use within SVAT models in the framework of the intercomparison of SVAT models used in the Alpilles-ReSeDA project, Alpilles-ReSeDA data base. 2000;. 43 pp.
6. Braud I., Dantas-Antonino A.C., Vauclin M., Thony J.L., Ruelle P. A simple soil-plant-atmosphere transfer model (SiSPAT) development and field verification. Journal of Hydrology. 166:1995;213-250.
7. Brooks R.H., Corey A.T. Corey, Hydraulic Properties of Porous Media. 1964;Colorado University, Fort Collins.
8. Burke E.J., Gurney R.J., Simmonds L.P., Jackson T.J. Calibrating a soil water and energy budget model with remotely sensed data to obtain quantitative information about the soil. Water Resources Research. 33:1997;1689-1697.
9. Burke E.J., Gurney R.J., Simmonds L.P., O'Neill P.E. Using a modeling approach to predict soil hydraulic properties from passive microwave measurements. IEEE Transactions on Geoscience and Remote Sensing. 36:(2):1998;454-462.
10. Calvet J.C., Noilhan J., Roujean J.L., Bessemoulin P., Cabelguenne M., Olioso A., Wigneron J.P. An interactive vegetation SVAT model tested against data from six constrasting site. Agricultural and Forest Meteorology. 92:1998;73-95.
11. Cayrol P., Kergoat L., Moulin S., Dedieu G., Chehbouni A. Calibrating a coupled SVAT-Vegetation growth model with remotely sensed reflectance and surface temperature - a cas study for the HAPEX-Sahel grassland sites. Journal of Applied Meteorology. 39:2000;2452-2472.
12. Deardorff J.W. Efficient prediction of ground surface temperature and moisture, with inclusion of a layer of vegetation. Journal Geophysics Research. 83:1978;1889-1903.
13. Demarty J., Développement et application du modèle SiSPAT-RS à l'échelle de la parcelle dans le cadre de l'expérience Alpilles ReSeDA, University Paris 7 thesis, Méthodes physiques en Télédétection, December 2001, 220 pp. (in French).
14. Demarty J., Ottlé C., François C., Braud I., Frangi J.P. Effect of aerodynamic resistance modeling on SiSPAT-RS simulated surface fluxes. Agronomie. 22:2002;641-650.
15. Duan Q., Gupta H.V., Sorooshian S. Effective and efficient global optimization for conceptual rainfall-runoff models. Water Resources Research. 28:1992;1015-1031.
16. Federer C.A. A soil-plant-atmosphere model for transpiration and availability of soil water. Water Resources Research. 15:(3):1979;555-562.
17. François C. The potential of directional radiometric temperatures for monitoring soil and leaf temperature and soil moisture status. Remote Sensing of Environment. 79:2001;1-12.
18. Fuentes C., Haverkamp R., Parlange J.Y. Parameter constraints on closed-form soil water relationships. Journal of Hydrology. 134:1992;117-142.
19. Goldberg D.E. Genetic Algorithms in Search. Optimization and Machine Learning. 1989;Addison-Wesley, Reading, MA.
20. Gupta H.V., Sorooshian S., Yapo P.O. Toward improved calibration of hydrologic models: multiple and non-commensurable measures of information. Water Resources Research. 34:(4):1998;751-763.
21. Gupta H.V., Bastidas L.A., Sorooshian S., Shuttleworth W.J., Yang Z.L. Parameter estimation of a land surface scheme using multicriteria methods. Journal of Geophysical Research. 104:(D16):1999;19491-19503.
22. Houser P.A., Gupta H.V., Shuttleworth W.J. Multiobjective calibration and sensitivity of a distributed land surface water and energy balance model. Journal of Geophysical Research. 106:(D24):2001;33421-33433.
23. Huntingford C., Allen S.J., Harding R.J. An intercomparison of single and dual-source vegetation-atmosphere transfer models applied to transpiration from Sahelian Savannah. Boundary Layer Meteorology. 74:1995;397-418.
24. Jacquemoud S., Baret F. PROSPECT: A Model of Leaf Optical Properties Spectra. Remote Sens. Environ. 34:1990;75-91.
25. Jacquemoud S., Baret S., Hanocq J.F. Modeling spectral and bidirectional soil reflectance. Remote Sens. Environ. 41:1992;123-132.
26. Jarvis P.G. The interpretation of the variations in leaf water potential and stomatal conductance found in canopies in the field. Philosophical Transactions of the Royal Society of London, Series B. 273:1976;593-602.
27. Leplastrier M., Pitman A.J., Gupta H.V., Xia Y. Exploring the relationship between complexity and performance in a land surface model using the multi-criteria method. Journal of Geophysical Research. 107:(D20):2002.
28. Madsen H. Automatic calibration of a conceptual rainfall-runoff model using multiple objectives. Journal of Hydrology. 235:2000;276-288.
29. Meixner T., Gupta H.V., Bastidas L.A., Bales R.C. Sensitivity analysis using mass flux and concentration. Hydrological processes. 13:1999;2233-2244.
30. Milly P.C.D. Moisture and heat transport in hysteretic inhomogeneous porous media: a matric head-based formulation and a numerical model. Water Resources Research. 18:1982;489-498.
31. Noilhan J., Mahfouf J.-F. The ISBA land surface parameterisation scheme. Global and Planetary Change. 13:1996;145-159.
32. Noilhan J., Planton S. A simple parameterization of land surface processes for meteorological models. Monthly Weather Review. 117:1989;536-549.
33. Olioso A. Estimating the difference between brightness and surface temperatures for a vegetal canopy. Agricultural and Forest Meteorology. 72:1995;237-242.
34. Olioso A., Braud I., Chanzy A., Demarty J., Ducros Y., Gaudu J.C., Gonzales-Sosa E., Jacob F., Lewan L., Marloie O., Ottlé C., Prévot L., Thony J.L., Autret H., Bethenot O., Bonnefond J.M., Bruguier N., Buis J.P., Calvet J.C., Caselles V., Chauki H., Coll C., Gouget R., Jongschaap R., Kerr Y., King C., Lagouarde J.P., Laurent J.P., Mc Aneney J., Moulin S., Rubio E., Weiss M., Wigneron J.P. SVAT modeling over the Alpilles-ReSeDA experiment: experimental setup for monitoring energy and mass transfers. Agronomie. 22:2002;651-668.
35. Olioso A., Braud I., Chanzy A., Courault D., Demarty J., Kergoat L., Lewan E., Ottlé C., Prévot L., Zhao W., Calvet J.C., Cayrol P., Jongschaap R., Moulin S., Noilhan J., Wigneron J.P. SVAT modeling over the Alpilles-ReSeDA experiment: comparison of SVAT models, first results on wheat. Agronomie. 22:2002;597-610.
36. Rahman H., Pinty B., Verstraete M.M. Coupled surface-atmosphere reflectance (CSAR) model 2. Semiempirical surface model usable with NOAA advanced very high resolution Radiometer Data. Journal of Geophysical Research. 98:(D11):1993;20791-20801.
37. Shuttleworth W.J., Gurney R.J. The theoretical relationship between foliage temperature and canopy resistance in sparse crops. Quarterly Royal Journal of Meteorological Society. 116:1990;497-519.
38. Taconet O., Carlson T.N., Bernard R., Vidal Madjar D. Evaluating of a surface vegetation/model using satellite infrared surface temperatures. Journal of Climate and Applied Meteorology. 50:1986;239-243.
39. Van Genuchten M.T. A closed equation for predicting the hydraulic conductivity of unsaturated soils. Soil Science Society of American Journal. 44:1980;892-898.
40. Vauclin M., Haverkamp R., Vachaud G. Résolution numérique d'une équation de diffusion non-linéaire. Application à l'infiltration de l'eau dans les sols non saturés. 1979;Presse Universitaire de Grenoble, Grenoble, France. 183 pp.
41. Verhoef W. Light scattering by leaf layers with application to canopy reflectance modelling: the SAIL model. Remote Sensors Environment. 16:1984;125-141.
42. Verhoef W. Earth observation modeling based on layer scattering matrices. Remote Sensing of Environment. 17:1985;165-178.
43. Weiss M., Troufleau D., Baret F., Chauki H., Prévot L., Olioso A., Bruguier N., Brisson N. Coupling canopy functioning and radiative transfer models for remote sensing data assimilation. Agricultural and Forest Meteorology. 108:2001;113-128.
44. Wigneron J.P., Chanzy A., Calvet J.C., Olioso A., Kerr Y. Modeling approaches to assimilating L band passive microwave observations over land surfaces. Journal of Geophysical Research. 2002;107.
45. Xia Y., Pitman A.J., Gupta H.V., Lepastrier M., Henderson-Sellers A., Bastidas L.A. Calibrating a land surface model of varying complexity using multi-criteria methods and the Cabauw data set. Journal of Hydrometeorology. V3:(2):2002;181-194.
46. Yapo P.O., Gupta H.V., Sorooshian S. Automatic calibration of conceptual rainfall-runoff models: sensitivity to calibration data. Journal of Hydrology. 181:1996;23-48.
47. Yapo P.O., Gupta H.V., Sorooshian S. Multi-objective global optimization for hydrologic models. Journal of Hydrology. 204:1998;83-97.