Maryem Ismaili

Assessment of Soil Suitability Using Machine Learning in Arid and Semi-Arid Regions

Maryem Ismaili, Samira Krimissa, Mustapha Namous et al. · Agronomy · 2023 · 39 citations · Full text

Agriculture, Earth Sciences, Soil Sciences +16

Head-cut gully erosion susceptibility mapping in semi-arid region using machine learning methods: insight from the high atlas, Morocco

Abdeslam Baiddah, Samira Krimissa, Sonia Hajji et al. · Frontiers in Earth Science · 2023 · 24 citations · Full text

Natural Sciences, Earth Sciences, Geoinformatics +17

Robustness of Optimized Decision Tree-Based Machine Learning Models to Map Gully Erosion Vulnerability

Hasna Eloudi, Mohammed Hssaisoune, Hanane Reddad et al. · Soil Systems · 2023 · 23 citations · Full text

Computing, Earth Sciences, Geoinformatics +17

Evaluating the effectiveness and robustness of machine learning models with varied geo-environmental factors for determining vulnerability to water flow-induced gully erosion

Fatima Aboutaib, Samira Krimissa, Biswajeet Pradhan et al. · Frontiers in Environmental Science · 2023 · 18 citations · Full text

Computing, Earth Sciences, Geoinformatics +17

Spatial mapping of hydrologic soil groups using machine learning in the Mediterranean region

Elhousna Faouzi, Abdelkrim Arioua, Mustapha Namous et al. · CATENA · 2023 · 17 citations

Computing, Geoinformatics, Hydrology +11