Mounir OUKHATTAR

Identifiants chercheurs

IdHAL :

mounir-oukhattar

ORCID :

0000-0002-3214-9366

Présentation

PhD candidate of Geography and Environmental Sciences

Aix-Marseille University, ED 355 &quot;Espaces Cultures Sociétés&quot;

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)

PhD study: The correlation between Organic Carbon Content and Land Use: Application to the Soils of the Aix-Marseille Provence Metropolis. Professor Sébastien GADAL (CNRS ESPACE UMR 7300) and Professor Catherine KELLER (CEREGE UM 34)

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

Article dans une revue (3)

High-Resolution Mapping of Soil Organic Carbon Stocks Using Machine and Deep Learning Approaches Across Mediterranean Land Uses Mounir Oukhattar,Sébastien Gadal,Yannick Robert,Ismaguil Hanadé Houmma,Nicolas P A Sabyet al. Earth Systems and Environment, In press, ⟨10.1007/s41748-025-00913-7⟩ Article dans une revue hal-05422430v1
Variability analysis of soil organic carbon content across land use types and its digital mapping using machine learning and deep learning algorithms Mounir Oukhattar,Sébastien Gadal,Yannick Robert,Nicolas Saby,Ismaguil Hanadé Hoummaet al. Environmental Monitoring and Assessment, 2025, 197 (5), pp.535. ⟨10.1007/s10661-025-13972-0⟩ Article dans une revue hal-05031549v1
Spatiotemporal Modelling of Soil Organic Carbon Stocks in a Semi-Arid Region Using a Multilayer Perceptron Algorithm Sébastien Gadal,Mounir Oukhattar,Catherine Keller,Ismaguil Hanadé Houmma SN Computer Science, 2024, 5 (5), pp.561. ⟨10.1007/s42979-024-02872-8⟩ Article dans une revue hal-04580539v1

Communication dans un congrès (6)

Contribution of Random Forest and Deep Neural Network Algorithms with Environmental Covariates for the Spatial SOC Stock Modelling Mounir Oukhattar,Sébastien Gadal,Yannick Robert,Catherine Keller SAGEO 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 Communication dans un congrès hal-05366342v1
Relation entre Teneur en carbone Organique et Occupation du Sol : application aux sols de la Métropole Aix-Marseille Provence (TOODS) Sébastien Gadal,Catherine Keller,Mounir Oukhattar Journée de restitution des projets lauréats ECCOREV et ITEM 2022, FR 3098 ECCOREV; ITEM; CNRS; Aix-Marseille Université, Nov 2025, Aix-en-Provence, France Communication dans un congrès hal-05363026v1
Modélisation spatiale du stock de carbone organique du sol dans la Métropole Aix-Marseille-Provence à l’aide de modèles d’intelligence artificielle Mounir Oukhattar,Sébastien Gadal,Yannick Robert,Catherine Keller GEODATA DAYS 2025, AFIGEO, Sep 2025, Marseille, France Communication dans un congrès hal-05590516v1
Mapping the biophysical sensitivity of agrosystems in the central Sahel using machine learning models Ismaguil Hanade Houmma,Sébastien Gadal,Loubna El Mansouri,Mounir Oukhattar,Touré Amadou Abdourhamaneet al. 5th Euro-Mediterranean Conference for Environmental Integration (EMCEI-2023), Oct 2023, Rende, Italy Communication dans un congrès hal-04254252v1
Multiscale and multi-temporal modelling of urban change structures in the Subarctic East Siberian metropolis of Yakutsk Sébastien Gadal,Mounir Oukhattar,Jūratė Kamičaitytė,Moisei Zakharov,Walid Ouerghemmiet al. XXIX 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 Communication dans un congrès hal-03787176v1
Spatial modelling of the Arctic metapolis: Yakutsk Sébastien Gadal,Mounir Oukhattar,Jūratė Kamičaitytė,Moisei Zakharov,W. Ouerghemmi GIS for Digital Development 2021: Application of GIS and Remote Sensing in Science and Management, North Eastern Federal University, Dec 2021, Yakutsk, Russia Communication dans un congrès hal-03502208v1

Poster de conférence (1)

Contribution of Random Forest and Deep Neural Network Algorithms with Environmental Covariates for the Spatial SOC Stock Modelling Mounir Oukhattar,Sébastien Gadal,Yannick Robert,Catherine Keller SAGEO 2025, May 2025, Avignon, France. Poster de conférence hal-05088381v1

Chapitre d'ouvrage (1)

Multiscale and Multi-Temporal Simulation of Change of Urban Structures in the Subarctic East Siberian Metropolis of Yakutsk Sébastien Gadal,Mounir Oukhattar,Jūratė Kamičaitytė,Moisei Zakharov,Walid Ouerghemmiet al. Małgorzata 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⟩ Chapitre d'ouvrage hal-05015617v1

Rapport (1)

Relation entre Teneur en carbone Organique et Occupation du Sol : application aux sols de la Métropole Aix-Marseille Provence Sébastien Gadal,Catherine Keller,Mounir Oukhattar ECCOREV FR 3098; CNRS UMR 7300 ESPACE; UM 34 CEREGE. 2024, pp.55 Rapport hal-04452926v1