A. Agresti, An Introduction to Categorical Data Analysis, 2007.
DOI : 10.1002/0470114754

C. Alcantara, T. Kuemmerle, A. V. Prishchepov, and V. C. Radeloff, Mapping abandoned agriculture with multi-temporal MODIS satellite data, Remote Sensing of Environment, vol.124, 2012.
DOI : 10.1016/j.rse.2012.05.019

T. K. Alexandridis, E. Lazaridou, A. Tsirika, and G. C. Zalidis, « Using Earth Observation to update a Natura, Journal of Environmental Management, vol.90, issue.7, 2000.

A. H. Baldwin, M. S. Egnotovich, and E. Clarke, Hydrologic change and vegetation of tidal freshwater marshes: Field, greenhouse, and seed-bank experiments, Wetlands, vol.106, issue.4, pp.10-1672, 2001.
DOI : 10.1672/0277-5212(2001)021[0519:HCAVOT]2.0.CO;2

D. Bargiel, « Capabilities of high resolution satellite radar for the detection of seminatural habitat structures and grasslands in agricultural landscapes, Ecological Informatics, vol.13, 2013.

J. Betbeder, V. Gond, F. Frappart, N. Baghdadi, G. Briant et al., Mapping of Central Africa Forested Wetlands Using Remote Sensing, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol.7, issue.2, 2014.
DOI : 10.1109/JSTARS.2013.2269733
URL : https://hal.archives-ouvertes.fr/hal-00966798

J. Betbeder, S. Rapinel, T. Corpetti, E. Pottier, S. Corgne et al., Multitemporal classification of TerraSAR-X data for wetland vegetation mapping, Journal of Applied Remote Sensing, vol.8, issue.1, 2014.
DOI : 10.1117/1.JRS.8.083648
URL : https://hal.archives-ouvertes.fr/hal-01152075

J. Bouzillé, E. Kernéis, A. Bonis, and B. Touzard, Vegetation and ecological gradients in abandoned salt pans in western France, Journal of Vegetation Science, vol.6, issue.2, pp.269-78, 2001.
DOI : 10.2307/3236611

O. Buck, A. Klink, V. E. García-millán, K. Pakzad, and A. Müterthies, Image Analysis Methods to Monitor Natura 2000 Habitats at Regional Scales ??? the MS. MONINA State Service Example in Schleswig-Holstein, Germany, Photogrammetrie - Fernerkundung - Geoinformation, vol.2013, issue.5, pp.10-1127, 2013.
DOI : 10.1127/1432-8364/2013/0188

M. T. Casanova and M. A. Brock, « How Do Depth, Duration and Frequency of Flooding Influence the Establishment of Wetland Plant Communities?, Plant Ecology, vol.147, issue.2, pp.237-50, 2000.
DOI : 10.1023/A:1009875226637

T. R. Chidley and R. S. Drayton, The use of SPOT-simulated imagery in hydrological mapping, International Journal of Remote Sensing, vol.11, issue.6, p.10, 1080.
DOI : 10.1109/TGRS.1983.350534

D. Civco, J. Hurd, S. Prisloe, and M. Gilmore, Characterization of Coastal Wetland Systems using Multiple Remote Sensing Data Types and Analytical Techniques, 2006 IEEE International Symposium on Geoscience and Remote Sensing, 2006.
DOI : 10.1109/IGARSS.2006.883

M. Claverie, V. Demarez, B. Duchemin, O. Hagolle, D. Ducrot et al., Maize and sunflower biomass estimation in southwest France using high spatial and temporal resolution remote sensing data, Remote Sensing of Environment, vol.124, 2012.
DOI : 10.1016/j.rse.2012.04.005
URL : https://hal.archives-ouvertes.fr/ird-00718813

B. Clement, . Maltby, R. Hogan, and . Mcinnes, « Relationships between vegetation, hydrology and soil properties in river marginal wetlands of the River Torridge basin, INRA, pp.305-319, 1996.

B. Clement and M. C. Proctor, Ecological dynamics I: Vegetation as bioindicator and dynamic community The wetlands handbook, pp.282-303, 2009.

R. G. Congalton, A review of assessing the accuracy of classifications of remotely sensed data, Remote Sensing of Environment, vol.37, issue.1, pp.10-1016, 1991.
DOI : 10.1016/0034-4257(91)90048-B

J. Corcoran, J. Knight, B. Brisco, S. Kaya, A. Cull et al., The integration of optical, topographic, and radar data for wetland mapping in northern Minnesota, Canadian Journal of Remote Sensing, vol.67, issue.7, pp.564-82, 2011.
DOI : 10.1109/IGARSS.2002.1027175

S. Corgne, D. Dallon, and G. Mercier, Land use and land cover monitoring with multitemporal and multipolarization Radarsat data: Application to an intensive agricultural area (France), 2014 IEEE Geoscience and Remote Sensing Symposium, 2014.
DOI : 10.1109/IGARSS.2014.6947424
URL : https://hal.archives-ouvertes.fr/hal-01108658

A. Davranche, G. Lefebvre, and B. Poulin, Wetland monitoring using classification trees and SPOT-5 seasonal time series, Remote Sensing of Environment, vol.114, issue.3, 2010.
DOI : 10.1016/j.rse.2009.10.009
URL : https://hal.archives-ouvertes.fr/hal-00692537

B. Dumont, N. Rossignol, G. Loucougaray, P. Carrère, J. Chadoeuf et al., When does grazing generate stable vegetation patterns in temperate pastures?, Agriculture, Ecosystems & Environment, vol.153, 2012.
DOI : 10.1016/j.agee.2012.03.003
URL : https://hal.archives-ouvertes.fr/hal-00738968

P. Dusseux, T. Corpetti, L. Hubert-moy, and S. Corgne, Combined Use of Multi-Temporal Optical and Radar Satellite Images for Grassland Monitoring, Remote Sensing, vol.6, issue.7, pp.6163-82, 2014.
DOI : 10.3390/rs6076163
URL : https://hal.archives-ouvertes.fr/hal-01102961

P. Dusseux, X. Gong, T. Corpetti, L. Hubert-moy, and S. Corgne, Contribution of radar images for grassland management identification, Remote Sensing for Agriculture, Ecosystems, and Hydrology XIV, 2012.
DOI : 10.1117/12.974547

K. Ecker, L. T. Waser, and M. Küchler, Eignung von Fernerkundungsdaten aus mehreren Quellen zur r??umlichen Modellierung floristischer Zeigerwertgradienten in Schweizer Moorhabitaten, Botanica Helvetica, vol.44, issue.1, pp.29-42, 2010.
DOI : 10.1007/s00035-010-0070-4

M. Eliasziw and A. Donner, Application of the McNemar test to non-independent matched pair data, Statistics in Medicine, vol.33, issue.12, 1991.
DOI : 10.1002/sim.4780101211

T. L. Evans and M. Costa, Landcover classification of the Lower Nhecol??ndia subregion of the Brazilian Pantanal Wetlands using ALOS/PALSAR, RADARSAT-2 and ENVISAT/ASAR imagery, Remote Sensing of Environment, vol.128, 2013.
DOI : 10.1016/j.rse.2012.09.022

D. Farghaly, E. Elba, and B. Urban, Observing the Middle Elbe Biosphere in Germany by Means of TerraSAR-X Images, International Journal of Geosciences, vol.05, issue.02, 2014.
DOI : 10.4236/ijg.2014.52021

H. Feilhauer, F. Thonfeld, U. Faude, K. S. He, D. Rocchini et al., Assessing floristic composition with multispectral sensors???A comparison based on monotemporal and multiseasonal field spectra, International Journal of Applied Earth Observation and Geoinformation, vol.21, 2013.
DOI : 10.1016/j.jag.2012.09.002

A. H. Fielding and J. F. Bell, A review of methods for the assessment of prediction errors in conservation presence/absence models, Environmental Conservation, vol.24, issue.1, pp.38-49, 1997.
DOI : 10.1017/S0376892997000088

G. M. Foody and A. Mathur, A relative evaluation of multiclass image classification by support vector machines, IEEE Transactions on Geoscience and Remote Sensing, vol.42, issue.6, 2004.
DOI : 10.1109/TGRS.2004.827257

J. Franke, V. Keuck, and F. Siegert, Assessment of grassland use intensity by remote sensing to support conservation schemes, Journal for Nature Conservation, vol.20, issue.3, 2012.
DOI : 10.1016/j.jnc.2012.02.001

F. Frappart, F. Seyler, J. Martinez, J. G. León, and A. Cazenave, Floodplain water storage in the Negro River basin estimated from microwave remote sensing of inundation area and water levels, Remote Sensing of Environment, vol.99, issue.4, 2005.
DOI : 10.1016/j.rse.2005.08.016
URL : https://hal.archives-ouvertes.fr/ird-00385169

G. Gosselin, R. Touzi, and . Cavayas, « Wetland Characterization and Classification using Polarimetric Radarsat-2 capability for the Lac Saint-Pierre region (Canada), Proceedings of Geomatrix'12, 2012.

A. Harris and R. G. Bryant, « A multi-scale remote sensing approach for monitoring northern peatland hydrology: Present possibilities and future challenges » The GlobWetland Symposium: Looking at wetlands from space The GlobWetland Symposium, Journal of Environmental Management, vol.90, issue.7, 2009.

L. Hess, J. Melack, E. M. Novo, C. C. Barbosa, and M. Gastil, Dual-season mapping of wetland inundation and vegetation for the central Amazon basin, Remote Sensing of Environment, vol.87, issue.4, 2003.
DOI : 10.1016/j.rse.2003.04.001

M. J. Hill, C. J. Ticehurst, J. Lee, M. R. Grunes, G. E. Donald et al., Integration of optical and radar classifications for mapping pasture type in Western Australia, IEEE Transactions on Geoscience and Remote Sensing, vol.43, issue.7, 2005.
DOI : 10.1109/TGRS.2005.846868

K. Jones, Y. Lanthier, P. Van-der-voet, E. Van-valkengoed, D. Taylor et al., « Monitoring and assessment of wetlands using Earth Observation: The GlobWetland project » The GlobWetland Symposium: Looking at wetlands from space The GlobWetland Symposium, Journal of Environmental Management, vol.90, issue.7, 2009.

P. A. Keddy, L. H. Fraser, A. I. Solomeshch, W. J. Junk, D. R. Campbell et al., Wet and Wonderful: The World's Largest Wetlands Are Conservation Priorities, BioScience, vol.59, issue.1, 2009.
DOI : 10.1525/bio.2009.59.1.8

S. Lang, C. Corbane, and . Pernkopf, Earth observation for habitat mapping and biodiversity monitoring, GI_Forum 2013. Creating the GISociety, 2013:478?86. Wien: Verlag der Österreichischen Akademie der Wissenschaften, pp.10-1553, 2013.
DOI : 10.1016/j.jag.2014.10.007

J. Lee, Speckle analysis and smoothing of synthetic aperture radar images, Computer Graphics and Image Processing, vol.17, issue.1, pp.10-1016, 1981.
DOI : 10.1016/S0146-664X(81)80005-6

J. Lee, M. R. Grunes, and E. Pottier, « Quantitative comparison of classification capability: fully polarimetric versus dual and single-polarization SAR, IEEE Transactions on Geoscience and Remote Sensing, vol.39, issue.11, 2001.

J. Lee and E. Pottier, Polarimetric Radar Imaging: From Basics to Applications, 2009.
DOI : 10.1201/9781420054989
URL : https://hal.archives-ouvertes.fr/hal-00351911

G. Loucougaray, A. Bonis, and J. Bouzillé, Effects of grazing by horses and/or cattle on the diversity of coastal grasslands in western France, Biological Conservation, vol.116, issue.1, pp.59-71, 2004.
DOI : 10.1016/S0006-3207(03)00177-0

E. Maltby and T. Barker, The Wetlands Handbook, 2009.
DOI : 10.1002/9781444315813

C. Marechal, E. Pottier, L. Hubert-moy, and S. , One year wetland survey investigations from quad-pol RADARSAT-2 time-series SAR images, Canadian Journal of Remote Sensing, vol.10, issue.5, pp.240-52, 2012.
DOI : 10.5589/m12-017
URL : https://hal.archives-ouvertes.fr/hal-01017154

J. E. Moeslund, L. Arge, P. K. Bøcher, B. Nygaard, and J. Svenning, Geographically Comprehensive Assessment of Salt-Meadow Vegetation-Elevation Relations Using LiDAR, Wetlands, vol.2, issue.3, pp.471-82, 2011.
DOI : 10.1007/s13157-011-0179-2

G. Mountrakis, J. Im, and C. Ogole, Support vector machines in remote sensing: A review, ISPRS Journal of Photogrammetry and Remote Sensing, vol.66, issue.3, 2011.
DOI : 10.1016/j.isprsjprs.2010.11.001

T. Murakami, S. Ogawa, N. Ishitsuka, K. Kumagai, and G. Saito, Crop discrimination with multitemporal SPOT/HRV data in the Saga Plains, Japan, International Journal of Remote Sensing, vol.22, issue.7, p.10, 1080.
DOI : 10.1080/01431160151144378

H. Nagendra, R. Lucas, J. P. Honrado, R. H. Jongman, C. Tarantino et al., Remote sensing for conservation monitoring: Assessing protected areas, habitat extent, habitat condition, species diversity, and threats, Ecological Indicators, vol.33, 2013.
DOI : 10.1016/j.ecolind.2012.09.014

E. Pottier and L. Ferro, PolSARPro V5.0: An ESA educational toolbox used for self-education in the field of POLSAR and POL-INSAR data analysis, 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012.
DOI : 10.1109/IGARSS.2012.6351925
URL : https://hal.archives-ouvertes.fr/hal-01130563

S. Rapinel, B. Clément, S. Magnanon, V. Sellin, and L. Hubert-moy, Identification and mapping of natural vegetation on a coastal site using a Worldview-2 satellite image, Journal of Environmental Management, vol.144, 2014.
DOI : 10.1016/j.jenvman.2014.05.027
URL : https://hal.archives-ouvertes.fr/hal-01017152

S. Rapinel, B. Hubert-moy, and . Clément, in press. « Combined use of LiDAR data and multispectral earth observation imagery for wetland habitat mapping », Int. J. Appl. Earth Obs. Geoinformation

P. Réfrégier and J. Morio, Shannon entropy of partially polarized and partially coherent light with Gaussian fluctuations, Journal of the Optical Society of America A, vol.23, issue.12, 2006.
DOI : 10.1364/JOSAA.23.003036

S. A. Sader, D. Ahl, and W. Liou, Accuracy of landsat-TM and GIS rule-based methods for forest wetland classification in Maine, Remote Sensing of Environment, vol.53, issue.3, pp.133-177, 1995.
DOI : 10.1016/0034-4257(95)00085-F

J. Sawtschuk and F. Bioret, « Analyse diachronique de la dynamique spatiale de la végétation de l'estuaire de la Loire, Photo interprétation, vol.48, issue.3, pp.15-28, 2012.

S. Schmidtlein, P. Zimmermann, R. Schüpferling, and C. Weiß, Mapping the floristic continuum: Ordination space position estimated from imaging spectroscopy, Journal of Vegetation Science, vol.4, issue.1, 2007.
DOI : 10.1111/j.1654-1103.2007.tb02523.x

T. Schmidt, C. Schuster, B. Kleinschmit, and M. Forster, Evaluating an Intra-Annual Time Series for Grassland Classification—How Many Acquisitions and What Seasonal Origin Are Optimal?, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol.7, issue.8, 2014.
DOI : 10.1109/JSTARS.2014.2347203

A. Schmitt, T. Leichtle, M. Huber, and A. Roth, ON THE USE OF DUAL-CO-POLARIZED TERRASAR-X DATA FOR WETLAND MONITORING, ISPRS -International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences XXXIX-B7: 341?44. doi:10, 2012.
DOI : 10.5194/isprsarchives-XXXIX-B7-341-2012

C. Schuster, T. Schmidt, C. Conrad, B. Kleinschmit, and M. Förster, Grassland habitat mapping by intra-annual time series analysis ??? Comparison of RapidEye and TerraSAR-X satellite data, International Journal of Applied Earth Observation and Geoinformation, vol.34, 2015.
DOI : 10.1016/j.jag.2014.06.004

S. Stenzel, H. Feilhauer, B. Mack, A. Metz, and S. Schmidtlein, Remote sensing of scattered Natura 2000 habitats using a one-class classifier, International Journal of Applied Earth Observation and Geoinformation, vol.33, pp.211-228, 2014.
DOI : 10.1016/j.jag.2014.05.012

J. Tigges, T. Lakes, and P. Hostert, Urban vegetation classification: Benefits of multitemporal RapidEye satellite data, Remote Sensing of Environment, vol.136, 2013.
DOI : 10.1016/j.rse.2013.05.001

R. Touzi, J. Boerner, E. Lee, and . Lueneburg, A review of polarimetry in the context of synthetic aperture radar: concepts and information extraction, Canadian Journal of Remote Sensing, vol.92, issue.2, pp.380-40710, 2004.
DOI : 10.5589/m04-013

J. Vanden-borre, D. Paelinckx, C. A. Mücher, L. Kooistra, B. Haest et al., Integrating remote sensing in Natura 2000 habitat monitoring: Prospects on the way forward, Integrating remote sensing in Natura 2000 habitat monitoring: Prospects on the way forward, pp.116-141, 2011.
DOI : 10.1016/j.jnc.2010.07.003

W. H. Van-eck, H. M. Van-de-steeg, C. W. Blom, and H. De-kroon, Is tolerance to summer flooding correlated with distribution patterns in river floodplains? A comparative study of 20 terrestrial grassland species, Oikos, vol.85, issue.2, pp.393-405, 2004.
DOI : 10.1111/j.0030-1299.2004.13083.x

T. G. Van-niel and T. R. Mcvicar, Determining temporal windows for crop discrimination with remote sensing: a case study in south-eastern Australia, Computers and Electronics in Agriculture, vol.45, issue.1-3, pp.1-3, 2004.
DOI : 10.1016/j.compag.2004.06.003

J. Verbesselt, R. Hyndman, G. Newnham, and D. Culvenor, Detecting trend and seasonal changes in satellite image time series, Remote Sensing of Environment, vol.114, issue.1, 2010.
DOI : 10.1016/j.rse.2009.08.014

M. J. Wassen, W. H. Peeters, and H. O. Venterink, « Patterns in Vegetation, Hydrology, and Nutrient Availability in an Undisturbed River Floodplain in Poland, Plant Ecology, vol.165, issue.1, pp.27-43101021493327180, 1023.
DOI : 10.1023/A:1021493327180

T. Zhang, « An Introduction to Support Vector Machines and Other Kernel-Based Learning Methods, AI Magazine, vol.22, issue.2, 2001.

S. Zheng, J. Liu, and . Tian, A new efficient SVM-based edge detection method, Pattern Recognition Letters, vol.25, issue.10, pp.1143-54, 2004.
DOI : 10.1016/j.patrec.2004.03.009