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Mapping soil suitability using phenological information derived from MODIS time series data in a semi-arid region: A case study of Khouribga, Morocco 期刊论文
发表期刊: HELIYON. 出版年: 2024, 卷号: 10, 期号: 2
作者:  Ismaili, Maryem;  Krimissa, Samira;  Namous, Mustapha;  Abdelrahman, Kamal;  Boudhar, Abdelghani;  Edahbi, Mohamed;  Lebrini, Youssef;  Htitiou, Abdelaziz;  Maimouni, Soufiane;  Benabdelouhab, Tarik
收藏  |  浏览/下载：19/0  |  提交时间：2024/10/04
Precision agriculture  Soil mapping  Multi -criteria analysis (MCAD)  Large integral (LINTG)  NDVI  
Assessing the performance of MCDM, statistical and machine learning ensemble models for gully sensitivity mapping in a semi-arid context 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2022, 卷号: 37, 期号: 27, 页码: 17435-17464
作者:  Eloudi, Hasna;  Reddad, Hanane;  Hssaisoune, Mohammed;  Estrany, Joan;  Krimissa, Samira;  Elaloui, Abdenbi;  Namous, Mustapha;  Ouatiki, Hamza;  Aboutaib, Fatima;  Ouayah, Mustapha;  Jadoud, Mourad;  Edahbi, Mohamed;  Bouchaou, Lhoussaine
收藏  |  浏览/下载：13/0  |  提交时间：2024/09/20
Ensemble of models  analytical hierarchy process  WoE  random forest  climate change  
Spatial Prediction of Groundwater Potentiality in Large Semi-Arid and Karstic Mountainous Region Using Machine Learning Models 期刊论文
发表期刊: WATER. 出版年: 2021, 卷号: 13, 期号: 16
作者:  Namous, Mustapha;  Hssaisoune, Mohammed;  Pradhan, Biswajeet;  Lee, Chang-Wook;  Alamri, Abdullah;  Elaloui, Abdenbi;  Edahbi, Mohamed;  Krimissa, Samira;  Eloudi, Hasna;  Ouayah, Mustapha;  Elhimer, Hicham;  Tagma, Tarik
收藏  |  浏览/下载：19/0  |  提交时间：2021/11/19
drinking and irrigation water scarcity  groundwater potential mapping  machine learning  remote sensing  GIS  karstic mountainous aquifers  Morocco