Mustapha Namous

588 citations

41 papers · 421 indexed · h-index 13

Environmental Engineering top 5%
- Groundwater and Watershed Analysis 10
Soil Science top 10%
- Soil erosion and sediment transport 15
Management, Monitoring, Policy and Law top 5%
- Landslides and related hazards 6
Global and Planetary Change top 10%
- Flood Risk Assessment and Management 21
Water Science and Technology top 10%
- Hydrology and Watershed Management Studies 6
Ecology
- Remote Sensing in Agriculture 7
Geophysics
- Geological and Geophysical Studies Worldwide 5
Ecology, Evolution, Behavior and Systematics
- Water management and technologies 4

Co-authors: Olivier Dugué Edgard Laville Bernard Delcaillau Kévin Pedoja Mohammed Hssaisoune Mostafa Amrhar Kamal Abdelrahman Riyaz Ahmad Mir
Cited by: Environmental Engineering Soil Science Management, Monitoring, Policy and Law
Journals: SHILAP Revista de lepidopterología (1 paper)Sustainability (1 paper)Remote Sensing (1 paper)
Partner nations: Morocco Saudi Arabia Canada

In The Last Decade

Mustapha Namous

36 papers receiving 407 citations

Peers

Countries citing papers authored by Mustapha Namous

Since Specialization

Citations

This map shows the geographic impact of Mustapha Namous's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Mustapha Namous with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Mustapha Namous more than expected).

Fields of papers citing papers by Mustapha Namous

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Mustapha Namous. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Mustapha Namous. The network helps show where Mustapha Namous may publish in the future.

Co-authorship network

The 25 scholars most cited alongside Mustapha Namous, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Mustapha Namous Line = papers co-authored together Mustapha Namous links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

#	Work
1	Estimating erosion, sediment yield, and dam lifetime using revised universal soil loss equation and erosion potential model in the Chichaoua watershed and Boulaouane Dam, High Atlas, Morocco Ecological Engineering & Environmental Technology ·Abdeslam Baiddah,Samira Krimissa,Mustapha Namous,Hasna Eeloudi,Maryem Ismaili,Sonia Hajji,Fatima Aboutaib,Nasem Badreldin	2025	1
2	Enhancing urban flood hazard assessment: a comparative analysis of frequency ratio and xgboost models for precision risk mapping Ecological Engineering & Environmental Technology ·Mohamed El Haou,Malika Ourribane,Maryem Ismaili,Samira Krimissa,Mustapha Namous	2025	2
3	A review of the literature on spatial prediction of floods using machine learning models Journal of Coastal Conservation ·Sonia Hajji,Abdelghani Boudhar,Abdenbi Elaloui,Abdelaziz Merghadi,Samira Krimissa,Mustapha Namous,Hasna Eloudi,Maryam Ismaili,Meryem El Bouzekraoui	2025	1
4	Systematic review and bibliometric analysis of innovative approaches to soil fertility assessment and mapping: trends and techniques Applied Geomatics ·Tarchi Fatimazahra,Samira Krimissa,Maryem Ismaili,Hasna Eloudi,Abdenbi Elaloui,Oussama Nait‐Taleb,Mohamed El Haou,Insaf Ouchkir,Mustapha Namous,Nasem Badreldin	2025	1
5	Prioritization of the Tassaoute Watershed (Morocco) for soil erosion using analytical hierarchy process (AHP) and geospatial techniques Geosystems and Geoenvironment ·Khalid Ziadi,Ahmed Barakat,Abdenbi El Aloui,Mustapha Ouayah,Mustapha Namous	2025	1
6	Emerging trends and future directions in remote-sensing techniques and platforms for sustainable forest degradation monitoring: a review Mohamed Chikh Essbiti,Mustapha Namous,Samira Krimissa,Abdenbi Elaloui,Soufiane Hajaj,Hassan Mosaid,Maryem Ismaili,Sonia Hajji,Jaouad El Atiq,Fatima Ezzahra El Kamouni	2025	0
7	Enhancing flood prediction through remote sensing, machine learning, and Google Earth Engine Frontiers in Water ·Sonia Hajji,Samira Krimissa,Kamal Abdelrahman,Abdelghani Boudhar,Abdenbi Elaloui,Maryam Ismaili,Meryem El Bouzekraoui,Mohamed Chikh Essbiti,Ali Y. Kahal,Biraj Kanti Mondal,Mustapha Namous	2025	6
8	Mapping Tree-Covered Forest Formations (Case Study: Beni-Mellal Forest): Evaluation Study of the Potential of the Mohammed VI-B Satellite Image E3S Web of Conferences ·Mohammed chikh Essbiti,Abderrahmène El Ghmari,Abderrazak El Harti,El Mostafa Bachaoui,Mustapha Namous,Samira Krimissa,Abdenbi El Aloui,Soufiane Hajaj,Mourad Laouane	2025	0
9	A Hierarchical Machine Learning-Based Strategy for Mapping Grassland in Manitoba’s Diverse Ecoregions Remote Sensing ·Mirmajid Mousavi,James Kobina Mensah Biney,Barbara E. Kishchuk,Ali Youssef,Marcos R. C. Cordeiro,Gabi Friesen,Douglas J. Cattani,Mustapha Namous,Nasem Badreldin	2024	1
10	Mapping soil suitability using phenological information derived from MODIS time series data in a semi-arid region: A case study of Khouribga, Morocco Heliyon ·Maryem Ismaili,Samira Krimissa,Mustapha Namous,Kamal Abdelrahman,Abdelghani Boudhar,Mohamed Edahbi,Youssef Lebrini,Abdelaziz Htitiou,Soufiane Maimouni,Tarik Benabdelouhab	2024	7
11	Implementation of random forest, adaptive boosting, and gradient boosting decision trees algorithms for gully erosion susceptibility mapping using remote sensing and GIS Environmental Earth Sciences ·Hassan Ait Naceur,Hazem Ghassan Abdo,Brahim Igmoullan,Mustapha Namous,Fahad Alshehri,Jasem A. Albanai	2024	12
12	Spatial Prediction of Groundwater Withdrawal Potential Using Shallow, Hybrid, and Deep Learning Algorithms in the Toudgha Oasis, Southeast Morocco Sustainability ·Lamya Ouali,Lahcen Kabiri,Mustapha Namous,Mohammed Hssaisoune,Kamal Abdelrahman,Mohammed S. Fnais,Hichame Kabiri,Mohammed El Hafyani,Hassane Oubaassine,Abdelkrim Arioua,Lhoussaine Bouchaou	2023	14
13	Evaluation of PERSIANN-CCS-CDR, ERA5, and SM2RAIN-ASCAT rainfall products for rainfall and drought assessment in a semi-arid watershed, Morocco Journal of Water and Climate Change ·Adam Najmi,Brahim Igmoullan,Mustapha Namous,Imane El Bouazzaoui,Yassine Ait Brahim,El Mahdi El Khalki,Mohamed Elmehdi Saidi	2023	27
14	Robustness of Optimized Decision Tree-Based Machine Learning Models to Map Gully Erosion Vulnerability Soil Systems ·Hasna Eloudi,Mohammed Hssaisoune,Hanane Reddad,Mustapha Namous,Maryem Ismaili,Samira Krimissa,Mustapha Ouayah,Lhoussaine Bouchaou	2023	15
15	Evaluating the effectiveness and robustness of machine learning models with varied geo-environmental factors for determining vulnerability to water flow-induced gully erosion Frontiers in Environmental Science ·Fatima Aboutaib,Samira Krimissa,Biswajeet Pradhan,Abdenbi Elaloui,Maryem Ismaili,Kamal Abdelrahman,Hasna Eloudi,Mustapha Ouayah,Malika Ourribane,Mustapha Namous	2023	9
16	Modelling and mapping of soil erosion risk based on GIS and PAP/RAC guidelines in the watershed of Tassaoute (Central High-Atlas, Morocco) Khalid Ziadi,Ahmed Barakat,Abdenbi El Aloui,Mustapha Ouayah,Mustapha Namous	2023	2
17	Head-cut gully erosion susceptibility mapping in semi-arid region using machine learning methods: insight from the high atlas, Morocco Frontiers in Earth Science ·Abdeslam Baiddah,Samira Krimissa,Sonia Hajji,Maryem Ismaili,Kamal Abdelrahman,Meryem El Bouzekraoui,Hasna Eloudi,Abdenbi Elaloui,Abdellah Khouz,Nasem Badreldin,Mustapha Namous	2023	14
18	Investigating machine learning and ensemble learning models in groundwater potential mapping in arid region: case study from Tan-Tan water-scarce region, Morocco Frontiers in Water ·Abdessamad Jari,El Mostafa Bachaoui,Soufiane Hajaj,Achraf Khaddari,Younes Khandouch,Abderrazak El Harti,Amine Jellouli,Mustapha Namous	2023	11
19	Soil Erosion under Future Climate Change Scenarios in a Semi-Arid Region Water ·Abdenbi Elaloui,El Mahdi El Khalki,Mustapha Namous,Khalid Ziadi,Hasna Eloudi,Elhousna Faouzi,Latifa Bou-imajjane,Morad Karroum,Yves Tramblay,Abdelghani Boudhar,Abdelghani Chehbouni	2022	17
20	Spatial Prediction of Groundwater Potentiality in Large Semi-Arid and Karstic Mountainous Region Using Machine Learning Models Water ·Mustapha Namous,Mohammed Hssaisoune,Biswajeet Pradhan,Chang-Wook Lee,Abdullah Alamri,Abdenbi Elaloui,Mohamed Edahbi,Samira Krimissa,Hasna Eloudi,Mustapha Ouayah,Hicham Elhimer,Tarik Tagma	2021	49

About Mustapha Namous

Mustapha Namous is a scholar working on Soil Science, Environmental Engineering and Global and Planetary Change, having authored 41 papers that have together received 421 indexed citations. Recurring topics across this work include Flood Risk Assessment and Management (21 papers), Soil erosion and sediment transport (15 papers), Groundwater and Watershed Analysis (10 papers), Remote Sensing in Agriculture (7 papers), Hydrology and Watershed Management Studies (6 papers), Landslides and related hazards (6 papers), Geological and Geophysical Studies Worldwide (5 papers) and Water management and technologies (4 papers). The work is most often cited by research in Environmental Engineering (170 citations), Soil Science (94 citations) and Management, Monitoring, Policy and Law (110 citations). Mustapha Namous has collaborated with scholars based in Morocco, Saudi Arabia and Canada. Frequent co-authors include Olivier Dugué, Edgard Laville, Bernard Delcaillau, Kévin Pedoja, Mohammed Hssaisoune, Mostafa Amrhar, Kamal Abdelrahman, Riyaz Ahmad Mir, Lhoussaine Bouchaou and Mohamed Edahbi. Their work appears in journals such as SHILAP Revista de lepidopterología, Sustainability and Remote Sensing.

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