L. D. , W. D. Le-moigne-p, . Guerif-m, and C. M. Bruand-a, Using crop models for multiple fields In: Working with Dynamic Crop Models. Evaluation, Analysis, Parameterization and Application, pp.209-248, 2006.

L. R. Ahuja, D. L. Nofziger, D. Swartzendruber, and J. D. Ross, Relationship between green and ampt parameters based on scaling concepts and field-measured hydraulic data, Water Resources Research, vol.13, issue.7, pp.1766-1770, 1989.
DOI : 10.1029/WR025i007p01766

L. R. Ahuja, J. W. Nanay, and R. D. Williams, Scaling Soil Water Properties and Infiltration Modeling1, Soil Science Society of America Journal, vol.48, issue.5, pp.970-973
DOI : 10.2136/sssaj1984.03615995004800050003x

E. Barrow, Scenarios of climate change for the European Community, European Journal of Agronomy, vol.2, issue.4, pp.247-260, 1993.
DOI : 10.1016/S1161-0301(14)80174-3

G. Bastet, A. Bruand, P. Quétin, and I. Cousin, Estimation des propriétés de rétention en eau à l'aide de fonctions de pédotransfert (FPT) : Une analyse bibliographique, Etude et Gestion des Sols, vol.1, pp.7-28, 1998.

G. Bastet, A. Bruand, M. Voltz, M. Bornand, and P. Quétin, Performance of available pedotransfer functions for predicting the water retention properties of French soils, Characterization and Measurement of the Hydraulic Properties of Unsaturated Porous Media. Proceedings of the International Workshop, pp.981-992, 1997.

N. H. Batjes, Development of a world data set of soil water retention properties using pedotransfer rules, Geoderma, vol.71, issue.1-2, pp.31-52, 1996.
DOI : 10.1016/0016-7061(95)00089-5

V. Beaujouan, P. Durand, and L. Ruiz, Modelling the effect of the spatial distribution of agricultural practices on nitrogen fluxes in rural catchments, Ecological Modelling, vol.137, issue.1, pp.93-105, 2001.
DOI : 10.1016/S0304-3800(00)00435-X

M. Bindi, M. Castellani, G. Maracchi, and F. Miglietgta, The ontogenesis of wheat under scenarios of increased air temperature in Italy : a simulation study, European Journal of Agronomy, vol.2, issue.4, pp.261-280, 1993.
DOI : 10.1016/S1161-0301(14)80175-5

J. Bouma and H. A. Van-lanen, Transfer functions and threshold values : from soil characteristics to land qualities. p 106?111, Proc. ISSS/SSSA Workshop on Quantified Land Evaluation Procedures, 1987.

J. Bouma, Land qualities in space and time, Proc. ISSS Symp. On land qualities in space and time, pp.3-13, 1988.

A. Bruand, O. Duval, H. Gaillard, R. Darthout, and M. Jamagne, Variabilité des propriétés de rétention en eau des sols : importance de la densité apparente, Etude et Gestion des Sols, vol.3, pp.27-40, 1996.

A. Bruand, P. Perez-fernadez, and O. Duval, Use of class pedotransfer functions based on texture and bulk density of clods to generate water retention curves. Soil Use and Management, 2003.
URL : https://hal.archives-ouvertes.fr/hal-00069364

J. B. Campbell, Introduction to Remote Sensing. 3 rd Edition, 2002.

A. C. Chipanshi, E. A. Ripley, and R. G. Lawford, Large-scale simulation of wheat yields in a semi-arid environment using a crop-growth model, Agricultural Systems, vol.59, issue.1, pp.57-66, 1999.
DOI : 10.1016/S0308-521X(98)00082-1

E. Chuvieco, Teledetección ambiental. La observación de la Tierra desde el Espacio, Ariel Ciencia, vol.586, 2002.

C. Comisión-de-las and . Europeas, Propuesta de Decisión del Parlamento Europeo y del Consejo relativa a la continuación de la aplicación de técnicas de muestreo de áreas y teledetección a las estadísticas agrícolas para el periodo 2004- 2007 y por la que se modifica la Decisión nº 1445, CE del Parlamento Europeo y del Consejo. COM, vol.218, issue.14, p.85, 2000.

B. J. Cosby, G. M. Hornberger, R. B. Clapp, and T. R. Ginn, A Statistical Exploration of the Relationships of Soil Moisture Characteristics to the Physical Properties of Soils, Water Resources Research, vol.20, issue.6, pp.682-690, 1984.
DOI : 10.1029/WR020i006p00682

J. Cotter, N. , and J. , Area Frame Design for Agricultural Surveys, National Agricultural Statistics Service. U.S, 1987.
DOI : 10.1002/9780470665480.ch11

J. D. Creutin and C. Obled, Objective analyses and mapping techniques for rainfall fields: An objective comparison, Water Resources Research, vol.24, issue.3, pp.413-431, 1982.
DOI : 10.1029/WR018i002p00413

M. Crosetto, S. Tarantola, and A. Saltelli, Sensitivity and uncertainty analysis in spatial modelling based on GIS, Agriculture, Ecosystems & Environment, vol.81, issue.1, pp.71-79, 2000.
DOI : 10.1016/S0167-8809(00)00169-9

J. Daroussin and D. King, A pedotransfer rules database to interpret the soil geographical database of Europe for environmental purposes In : The use of pedotransfer in soil hydrology research in Proceedings of the second workshop of the project "Using existing soil data to derive hydraulic parameters for simulation modelling in environmental studies and in land use planning, pp.10-12, 1996.

I. Donet, Etude sur l'interpolation de l'ETP quotidienne en points de grille, Report SCEM/SERV/AGRO, 1999.

P. Etchevers, C. Golaz, F. Habets, and J. Noilhan, Impact of a climate change on the Rhone river catchment hydrology, Journal of Geophysical Research, vol.10, issue.C7, 2002.
DOI : 10.1029/2001JD000490

R. Faivre, C. Bastié, and A. Husson, Integration of VEGETATION and HRVIR into yield estimation approachVegetation 2000, 2 years of operation to prepare the future". Space Application Institute and Joint Reasearch Center, Proceedings of, pp.3-6, 2000.

D. P. Franzmeier, Estimation of Hydraulic Conductivity from Effective Porosity Data for Some Indiana Soils, Soil Science Society of America Journal, vol.55, issue.6, pp.1801-1803, 1991.
DOI : 10.2136/sssaj1991.03615995005500060050x

F. J. Gallego, Sampling frames of square segments, 1995.

M. Van-genuchten, . Th, and F. J. Leij, On estimating the hydraulic properties of unsaturated soils Indirect methods for estimating the hydraulic properties of unsaturated soils, Univ. of California, pp.1-14, 1989.

M. Van-genuchten and . Th, A Closed-form Equation for Predicting the Hydraulic Conductivity of Unsaturated Soils1, Soil Science Society of America Journal, vol.44, issue.5, pp.892-898, 1980.
DOI : 10.2136/sssaj1980.03615995004400050002x

M. Guérif and C. Duke, Calibration of the SUCROS emergence and early growth module for sugar beet using optical remote sensing data assimilation, European Journal of Agronomy, vol.9, issue.2-3, pp.127-136, 2000.
DOI : 10.1016/S1161-0301(98)00031-8

S. C. Gupta and W. E. Larson, Estimating soil water retention characteristics from particle size distribution, organic matter percent, and bulk density, Water Resources Research, vol.17, issue.6, pp.1633-1635, 1979.
DOI : 10.1029/WR015i006p01633

D. G. Hall, M. J. Reeve, A. J. Thomasson, and V. F. Wright, Water retention, porosity and density of field soils, 1977.

J. W. Hansen and J. W. Jones, Scaling-up crop models for climate variability applications, Agricultural Systems, vol.65, issue.1, pp.43-72, 2000.
DOI : 10.1016/S0308-521X(00)00025-1
URL : http://ufdc.ufl.edu/LS00000868/00008

G. B. Heuvelink, P. A. Burrough, and A. Stein, Propagation of errors in spatial modelling with GIS, International journal of geographical information systems, vol.3, issue.4, pp.303-322, 1989.
DOI : 10.1016/0016-7061(88)90041-9

J. S. Kern, Evaluation of Soil Water Retention Models Based on Basic Soil Physical Properties, Soil Science Society of America Journal, vol.59, issue.4, pp.1134-1141, 1995.
DOI : 10.2136/sssaj1995.03615995005900040027x

E. Koekkoek and H. Bootlink, Neural network models to predict soil water retention, European Journal of Soil Science, vol.148, issue.3, pp.489-495, 1999.
DOI : 10.1016/0016-7061(94)00079-P

M. Launay and M. Guérif, Assimilating remote sensing data into a crop model improves its predictive performance for spatialized application, 2003.

D. Leenhardt and P. Lemaire, Estimating the spatial and temporal distribution of sowing dates for regional water management, Agricultural Water Management, vol.55, issue.1, pp.37-52, 2002.
DOI : 10.1016/S0378-3774(01)00183-4

D. Leenhardt and M. Voltz, Evaluation de l'erreur induite par l'utilisation de cartes de sol pour la spatialisation d'un modèle de culture, Actes du séminaire "Spatialisation des modèles de culture, pp.14-15, 2002.

D. Leenhardt, M. Voltz, M. Bornand, and R. Webster, Evaluating soil maps for prediction of soil water properties, European Journal of Soil Science, vol.26, issue.3, pp.293-301, 1994.
DOI : 10.1111/j.1365-2389.1994.tb00512.x

D. Leenhardt, J. Trouvat, G. Gonzalès, V. Pérarnaud, and S. Prats, Estimating irrigation demand for water management on a regional scale. I. ADEAUMIS, a simulation platform based on bio-decisional modelling and spatial information, 2004.

D. Leenhardt, J. Trouvat, G. Gonzalès, V. Pérarnaud, and S. Prats, Estimating irrigation demand for water management on a regional scale. II. Validation of ADEAUMIS, 2004.

M. Leenhardt and M. Cernesson, Article AGRESTE ? en préparation, 2003.

F. Leij, W. J. Alves, M. Van-genuchten, . Th, and J. R. Williams, The UNSODA Unsaturated Soil Hydraulic Database. User's Manual Version 1.0. EPA, National Risk Management laboratory, vol.600, 1996.

F. J. Leij, W. J. Alves, M. Van-genuchten, . Th, and J. R. Williams, The UNSODA unsaturated soil hydraulic database, Characterization and Measurement of the Hydraulic Properties of Unsaturated Porous Media. Proceedings of the International Workshop, pp.1269-1281, 1997.

L. Moigne and P. , Description de l'analyse des champs de surface sur la France par le système SAFRAN, scientific report CNRM, GMME, issue.77, 2002.

R. J. Lenhardt, Effects of Clay ? Water Interactions on Water Retention in Porous Media, 1984.

T. M. Lillesand and R. W. Kiefer, Remote Sensing and Image Interpretation. Fouth Edition, 2000.

A. Lilly, A description of the HYPRES database (Hydraulic properties of European Soils) The use of Pedotransfer Funstions in Soil Hydrology Research Proceedings Second Workshop of the Project Using Existing Soil Data to Derive Hydraulic Parameters fo Simulation Modelling in Environmental Studies and in Land Use Planning, pp.10-12, 1996.

A. Lilly, J. H. Wösten, A. Nemes, L. Bas, and C. , The development and use of the HYPRES database in Europe, Characterization and Measurement of the Hydraulic Properties of Unsaturated Porous Media. Proceedings of the International Workshop, pp.1283-1204, 1997.

C. Mignolet, C. Schott, and M. Benoît, Spatial dynamics of agricultural practices on a basin territory: a retrospective study to implement models simulating nitrate flow. The case of the Seine basin, Agronomie, vol.24, issue.4, 2003.
DOI : 10.1051/agro:2004015
URL : https://hal.archives-ouvertes.fr/hal-00886024

B. Misnamy, A. B. Mcbratney, and K. L. Bristow, Comparison of different approaches to the development of pedotransfer functions for water-retention curves, Geoderma, vol.93, pp.225-253, 1999.

J. Noilhan, A. Boone, and P. Etchevers, Application of climate change scenarios to the Rhone basin, pp.58-74, 2002.

J. Noilhan and S. Planton, A Simple Parameterization of Land Surface Processes for Meteorological Models, Monthly Weather Review, vol.117, issue.3, pp.536-549, 1989.
DOI : 10.1175/1520-0493(1989)117<0536:ASPOLS>2.0.CO;2

P. A. Ya, D. Timlin, and G. Várallyay, Artificial neural networks to estimate soil water retention from easily measurable data, Soil Sci. Soc. Am. J, vol.60, pp.727-723, 1996.

Z. Paydar and H. P. Cresswell, Water retention in Australian soils. 2.* Prediction using particle size, bulk density, and other properties, Australian Journal of Soil Research, vol.34, issue.5, pp.679-693, 1996.
DOI : 10.1071/SR9960679

J. Pellenq and G. Boulet, An observing system simulation experiment for remote-sensing data assimilation into eco-hydrological models, 2003.

J. P. Pinter, J. C. Ritchie, J. L. Hatfield, and G. F. Hart, The Agricultural Research Service???s Remote Sensing Program, Photogrammetric Engineering & Remote Sensing, vol.69, issue.6, pp.615-618, 2003.
DOI : 10.14358/PERS.69.6.615

V. Rabaud and F. Ruget, Validation de variations interannuelles d'estimations de productions fourragères appliquées à de petites régions françaises, Actes du séminaire "Spatialisation des modèles de culture, pp.14-15, 2002.

W. J. Rawls, D. L. Brakensiek, and K. E. Saxton, Agricultural Management Effects on Soil Water Processes Part I: Soil Water Retention and Green and Ampt Infiltration Parameters, Transactions of the ASAE, vol.26, issue.6, pp.1747-1752, 1982.
DOI : 10.13031/2013.33837

W. J. Rawls, L. R. Ahuja, and D. L. Brakensiek, Estimating soil hydraulic properties from soils data, Indirect Methods for Estimating the Hydraulic Properties of Unsaturated Soils. Proceedings of the International Workshop, pp.329-340, 1989.

M. Renger, Die Ermittlung der Porengr????enverteilung aus der K??rnung, dem Gehalt an organischer Substanz und der Lagerungsdichte, Zeitschrift f??r Pflanzenern??hrung und Bodenkunde, vol.11, issue.1, pp.53-67, 1971.
DOI : 10.1002/jpln.19711300107

W. D. Rosenthal, G. L. Hammer, and D. Butler, Predicting regional grain sorghum production in Australia using spatial data and crop simulation modelling, Agricultural and Forest Meteorology, vol.91, issue.3-4, pp.263-274, 1998.
DOI : 10.1016/S0168-1923(98)00073-2

C. Rozenweig, Crop response to climate change in the southern Great Plains: a simulation study, Prof. Geogr, vol.42, pp.20-37, 1990.

M. G. Schaap and F. J. Leij, DATABASE-RELATED ACCURACY AND UNCERTAINTY OF PEDOTRANSFER FUNCTIONS, Soil Science, vol.163, issue.10, pp.765-779, 1998.
DOI : 10.1097/00010694-199810000-00001

M. G. Schaap, F. J. Leij, M. Van-genuchten, and . Th, Neural Network Analysis for Hierarchical Prediction of Soil Hydraulic Properties, Soil Science Society of America Journal, vol.62, issue.4, pp.847-855, 1998.
DOI : 10.2136/sssaj1998.03615995006200040001x

W. Sinowski, A. C. Scheinost, and K. Auerswald, Regionalization of soil water retention curves in a highly variable soilscape, II. Comparison of regionalization procedures using a pedotransfer function, Geoderma, vol.78, issue.3-4, pp.145-159, 1997.
DOI : 10.1016/S0016-7061(97)00047-5

M. A. Semenov, J. R. Porter, and R. Delécolle, Climatic change and the growth and development of wheat in the UK and France, European Journal of Agronomy, vol.2, issue.4, pp.293-304, 1993.
DOI : 10.1016/S1161-0301(14)80177-9

S. Tarantola, N. Giglioli, A. Saltelli, and J. Jesinghaus, Global sensitivity analysis for the quality assessment of GIS-based models, Proceedings of the 4 th International Symposium on Spatial Accuracy Assessment in Natural Resources and Environmental Sciences, pp.637-641, 2000.

O. Tietje and V. Hennings, Accuracy of the saturated hydraulic conductivity prediction by pedo-transfer functions compared to the variability within FAO textural classes, Geoderma, vol.69, issue.1-2, pp.71-84, 1996.
DOI : 10.1016/0016-7061(95)00050-X

O. Tietje and M. Tapkenhinrichs, Evaluation of Pedo-Transfer Functions, Soil Science Society of America Journal, vol.57, issue.4, pp.1088-1095, 1993.
DOI : 10.2136/sssaj1993.03615995005700040035x

J. Tomasella and M. G. Hodnett, ESTIMATING SOIL WATER RETENTION CHARACTERISTICS FROM LIMITED DATA IN BRAZILIAN AMAZONIA, Soil Science, vol.163, issue.3, pp.190-202, 1998.
DOI : 10.1097/00010694-199803000-00003

L. Veldkamp, Predicting land-use change, Agriculture, Ecosystems & Environment, vol.85, issue.1-3, pp.1-6, 2001.
DOI : 10.1016/S0167-8809(01)00199-2

H. Vereecken, J. Maes, J. Feyen, and P. Darius, ESTIMATING THE SOIL MOISTURE RETENTION CHARACTERISTIC FROM TEXTURE, BULK DENSITY, AND CARBON CONTENT, Soil Science, vol.148, issue.6, pp.389-403, 1989.
DOI : 10.1097/00010694-198912000-00001

J. Wolf, Effects of climate change on wheat production potential in the European Community, European Journal of Agronomy, vol.2, issue.4, pp.281-292, 1993.
DOI : 10.1016/S1161-0301(14)80176-7

J. H. Wösten, P. A. Finke, and M. J. Jansen, Comparison of class and continuous pedotransfer functions to generate soil hydraulic characteristics, Geoderma, vol.66, issue.3-4, pp.227-237, 1995.
DOI : 10.1016/0016-7061(94)00079-P

J. Wösten, A. Lilly, A. Nemes, L. Bas, and C. , Development and use of a database of hydraulic properties of European soils, Geoderma, vol.90, issue.3-4, pp.169-185, 1999.
DOI : 10.1016/S0016-7061(98)00132-3

J. H. Wösten, Y. A. Pachepsky, and W. J. Rawls, Pedotransfer functions: bridging the gap between available basic soil data and missing soil hydraulic characteristics, Journal of Hydrology, vol.251, issue.3-4, pp.123-150, 2001.
DOI : 10.1016/S0022-1694(01)00464-4

J. I. Yun, Predicting regional rice production in South Korea using spatial data and crop-growth modeling, Agricultural Systems, vol.77, issue.1, pp.23-38, 2002.
DOI : 10.1016/S0308-521X(02)00084-7

L. D. , W. D. Le-moigne-p, . Guerif-m, and C. M. Bruand-a, Using crop models for multiple fields In: Working with Dynamic Crop Models. Evaluation, Analysis, Parameterization and Application, 2006.