Mounir OUKHATTAR
Présentation
PhD candidate of Geography and Environmental Sciences Aix-Marseille University, ED 355 "Espaces Cultures Sociétés" CNRS UMR ESPACE 7300 Aix-en Provence, France Introduction My area of research focuses on the interactions between urban land use and the estimation of the stock of organic carbon in urban environments. The research methods are based on knowledge-based interpretations of remote sensing data (image analysis, multi-temporal analysis, land use change, geosimulation, spatial analysis) and soil science (soil organic carbon). Currently, my research focuses on the relationship between organic carbon content and land use. Education PhD candidate, Geography and Environmental Sciences, Aix-Marseille University, CNRS ESPACE UMR 7300, (PhD CNRS Grant). (since April.2022) Master 2 Geography, Planning, Environment and Development: Geomatics and Spatial Modeling (GMS), International Master Program: Geomatic and Environment, University of Aix-Marseille, Faculty of Arts, Letters, Languages and Human Sciences (1st year). (Sept. 2020- Jun. 2021) Master 1 Geography, Planning, Environment and Development University of Aix-Marseille, Faculty of Arts, Letters, Languages and Human Sciences (1st year). (Sept. 2019- Jun. 2020) Master of Science and Technology at the Faculty of Science and Technology Béni Mellal, Sultane Moulay Slimane University, Sector: Geomatics and Environment (2nd year). (Sept. 2017- Jun. 2019) Bachelor of Science and Technology at the Faculty of Science and Technology Béni Mellal, Sultane Moulay Slimane University. Sector: Geomatics and Spatial Planning (1st year). (Sept. 2016- Jun. 2017)
Publications
Publications
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High-Resolution Mapping of Soil Organic Carbon Stocks Using Machine and Deep Learning Approaches Across Mediterranean Land UsesEarth Systems and Environment, In press, ⟨10.1007/s41748-025-00913-7⟩ |
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Variability analysis of soil organic carbon content across land use types and its digital mapping using machine learning and deep learning algorithmsEnvironmental Monitoring and Assessment, 2025, 197 (5), pp.535. ⟨10.1007/s10661-025-13972-0⟩ |
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Spatiotemporal Modelling of Soil Organic Carbon Stocks in a Semi-Arid Region Using a Multilayer Perceptron AlgorithmSN Computer Science, 2024, 5 (5), pp.561. ⟨10.1007/s42979-024-02872-8⟩ |
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Contribution of Random Forest and Deep Neural Network Algorithms with Environmental Covariates for the Spatial SOC Stock ModellingSAGEO 2025 La Science de l’Information Géographique dans tous ses états, UMR 7300 CNRS ESPACE; GDR MAGIS; Avignon Université, May 2025, Avignon, France. pp.419-423 |
Relation entre Teneur en carbone Organique et Occupation du Sol : application aux sols de la Métropole Aix-Marseille Provence (TOODS)Journée de restitution des projets lauréats ECCOREV et ITEM 2022, FR 3098 ECCOREV; ITEM; CNRS; Aix-Marseille Université, Nov 2025, Aix-en-Provence, France |
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Mapping the biophysical sensitivity of agrosystems in the central Sahel using machine learning models5th Euro-Mediterranean Conference for Environmental Integration (EMCEI-2023), Oct 2023, Rende, Italy |
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Multiscale and multi-temporal modelling of urban change structures in the Subarctic East Siberian metropolis of YakutskXXIX Conference of the International Seminar on Urban Form: Urban Redevelopment and Revitalisation A Multidisciplinary Perspective, University of Lodz; Cracow University of Technology,; Lodz University of Technology, Sep 2022, Łódź, Poland |
Spatial modelling of the Arctic metapolis: YakutskGIS for Digital Development 2021: Application of GIS and Remote Sensing in Science and Management, North Eastern Federal University, Dec 2021, Yakutsk, Russia |
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Contribution of Random Forest and Deep Neural Network Algorithms with Environmental Covariates for the Spatial SOC Stock ModellingSAGEO 2025, May 2025, Avignon, France. |
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Multiscale and Multi-Temporal Simulation of Change of Urban Structures in the Subarctic East Siberian Metropolis of YakutskMałgorzata Hanzl; Anna Agata Kantarek; Artur Zaguła; Łukasz Musiaka; Tomasz Figlus. Urban Morphology versus Urban Redevelopment and Revitalisation, Springer Nature Switzerland, pp.455-476, 2025, The Urban Book Series, 978-3-031-77751-6. ⟨10.1007/978-3-031-77752-3_23⟩ |
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Relation entre Teneur en carbone Organique et Occupation du Sol : application aux sols de la Métropole Aix-Marseille ProvenceECCOREV FR 3098; CNRS UMR 7300 ESPACE; UM 34 CEREGE. 2024, pp.55 |