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International Journal of Remote Sensing Volume 33, 2012 - Issue 5
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Original Articles

Automatic unmixing of MODIS multi-temporal data for inter-annual monitoring of land use at a regional scale (Tensift, Morocco)

Iskander Benhadj CESBIO – Centre d'Etudes Spatiales de la Biosphère, 31401, Toulouse cedex 9, FranceCorrespondence[email protected]
,
Benoit Duchemin CESBIO – Centre d'Etudes Spatiales de la Biosphère, 31401, Toulouse cedex 9, France
,
Philippe Maisongrande CESBIO – Centre d'Etudes Spatiales de la Biosphère, 31401, Toulouse cedex 9, France
,
Vincent Simonneaux CESBIO – Centre d'Etudes Spatiales de la Biosphère, 31401, Toulouse cedex 9, France; FSSM – Faculté des Sciences Semlalia, Université Cadi Ayyad, BP, 2390, Marrakech, Morocco
,
Saïd Khabba FSSM – Faculté des Sciences Semlalia, Université Cadi Ayyad, BP, 2390, Marrakech, Morocco
&
Abdelghani Chehbouni CESBIO – Centre d'Etudes Spatiales de la Biosphère, 31401, Toulouse cedex 9, France; FSSM – Faculté des Sciences Semlalia, Université Cadi Ayyad, BP, 2390, Marrakech, Morocco
Pages 1325-1348 | Received 06 Oct 2007, Accepted 07 Nov 2010, Published online: 08 Nov 2011

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L. Jarlan, S. Khabba, S. Er-Raki, M. Le Page, L. Hanich, Y. Fakir, O. Merlin, S. Mangiarotti, S. Gascoin, J. Ezzahar, M.H. Kharrou, B. Berjamy, A. Saaïdi, A. Boudhar, A. Benkaddour, N. Laftouhi, J. Abaoui, A. Tavernier, G. Boulet, V. Simonneaux, F. Driouech, M. El Adnani, A. El Fazziki, N. Amenzou, F. Raibi, A. El Mandour, H. Ibouh, V. Le Dantec, F. Habets, Y. Tramblay, B. Mougenot, M. Leblanc, M. El Faïz, L. Drapeau, B. Coudert, O. Hagolle, N. Filali, S. Belaqziz, A. Marchane, C. Szczypta, J. Toumi, A. Diarra, G. Aouade, Y. Hajhouji, H. Nassah, G. Bigeard, J. Chirouze, K. Boukhari, A. Abourida, B. Richard, P. Fanise, M. Kasbani, A. Chakir, M. Zribi, H. Marah, A. Naimi, A. Mokssit, Y. Kerr & R. Escadafal. (2015) Remote Sensing of Water Resources in Semi-Arid Mediterranean Areas: the joint international laboratory TREMA. International Journal of Remote Sensing 36:19-20, pages 4879-4917.
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Stien Heremans & Jos Van Orshoven. (2015) Machine learning methods for sub-pixel land-cover classification in the spatially heterogeneous region of Flanders (Belgium): a multi-criteria comparison. International Journal of Remote Sensing 36:11, pages 2934-2962.
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Articles from other publishers (12)

Alhousseine Diarra, Lionel Jarlan, Saïd Khabba, Michel Le Page, Salah Er-Raki, Riad Balaghi, Soufyane Charafi, Abdelghani Chehbouni & Rafiq El Alami. (2022) Medium-Resolution Mapping of Evapotranspiration at the Catchment Scale Based on Thermal Infrared MODIS Data and ERA-Interim Reanalysis over North Africa. Remote Sensing 14:20, pages 5071.
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Julie Betbeder, Damien Arvor, Lilian Blanc, Guillaume Cornu, Clement Bourgoin, Renan Le Roux, Audrey Mercier, Plinio Sist, Mazzei Lucas, Christian Brenez, Helene Dessard, Isabelle Tritsch & Valery Gond. (2021) Assessing the Causes of Tropical Forest Degradation Using Landsat Time Series: A Case Study in the Brazilian Amazon. Assessing the Causes of Tropical Forest Degradation Using Landsat Time Series: A Case Study in the Brazilian Amazon.
Theo Le Saint, Andre Luis Silva dos Santos, Ulisses Denache Vieira Souza, Reinaldo Paul Perez Machado, Fernando Shinji Kawakubo, Thomas Jefferson Alves Santos, Julie Betbeder & Damien Arvor. (2021) Monitoring the Dynamics of Interdunal Ponds in the Lencois Maranhenses National Park, Brazil. Monitoring the Dynamics of Interdunal Ponds in the Lencois Maranhenses National Park, Brazil.
Abdelaziz Htitiou, Abdelghani Boudhar, Youssef Lebrini, Rachid Hadria, Hayat Lionboui, Loubna Elmansouri, Bernard Tychon & Tarik Benabdelouahab. (2019) The Performance of Random Forest Classification Based on Phenological Metrics Derived from Sentinel-2 and Landsat 8 to Map Crop Cover in an Irrigated Semi-arid Region. Remote Sensing in Earth Systems Sciences 2:4, pages 208-224.
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Idir Tazekrit, Mohamed Benslimane, Vincent Simonneaux, Tarik Hartani & Abderrahmane Hamimed. (2018) Estimation of Irrigation Water Pumping by Remote Sensing: Application of the SAMIR Model to Citrus under Mediterranean Climate Conditions. Revista Brasileira de Meteorologia 33:3, pages 391-400.
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Jun Wang, Tiancai Zhou & Peihao Peng. (2018) Phenology Response to Climatic Dynamic across China’s Grasslands from 1985 to 2010. ISPRS International Journal of Geo-Information 7:8, pages 290.
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Damien Arvor, Bill Donatien Loubelo Madiela & Thomas Corpetti. (2016) Semantic pre-classification of vegetation gradient based on linearly unmixed Landsat time series. Semantic pre-classification of vegetation gradient based on linearly unmixed Landsat time series.
Stien Heremans, Johan A.K. Suykens & Jos Van Orshoven. (2016) The effect of imposing ‘fractional abundance constraints’ onto the multilayer perceptron for sub-pixel land cover classification. International Journal of Applied Earth Observation and Geoinformation 44, pages 226-238.
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Jordi Inglada. 2016. Land Surface Remote Sensing in Agriculture and Forest. Land Surface Remote Sensing in Agriculture and Forest 81 111 .
Pengyu Hao, Li Wang, Zheng Niu, Abdullah Aablikim, Ni Huang, Shiguang Xu & Fang Chen. (2014) The Potential of Time Series Merged from Landsat-5 TM and HJ-1 CCD for Crop Classification: A Case Study for Bole and Manas Counties in Xinjiang, China. Remote Sensing 6:8, pages 7610-7631.
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S. Khabba, L. Jarlan, S. Er-Raki, M. Le Page, J. Ezzahar, G. Boulet, V. Simonneaux, M.H. Kharrou, L. Hanich & G. Chehbouni. (2013) The SudMed Program and the Joint International Laboratory TREMA: A Decade of Water Transfer Study in the Soil-plant-atmosphere System over Irrigated Crops in Semi-arid Area. Procedia Environmental Sciences 19, pages 524-533.
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Nicola Clerici, Christof J. Weissteiner & France Gerard. (2012) Exploring the Use of MODIS NDVI-Based Phenology Indicators for Classifying Forest General Habitat Categories. Remote Sensing 4:6, pages 1781-1803.
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