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Tarik Bouramtane
Affiliation : Mohammed V University
- 37Publications (affiliation in Morocco)
- 41Total publications
- 330Citations
- 13h-index
Research profile
Tarik Bouramtane has 37 indexed publications (2017–2026). Their work appears mainly in “Hydrology”, “Water” and “Ecological Engineering & Environmental Technology”. Their most cited article, “Mapping Gully Erosion Variability and Susceptibility Using Remote Sensing, Multivariate Statistical Analysis, and Machine Learning in South ” (2022), has been cited 34 times. 17 of these publications date from the last three years of activity. Their work is co-authored with at least 12 researchers, including institutions in France, Portugal.
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Create my free profile Add my publicationsResearch areas
- Water Quality and Pollution Assessment
- Groundwater and Watershed Analysis
- Hydrological Forecasting Using AI
- Water Quality and Resources Studies
- Groundwater and Isotope Geochemistry
Publications (37)
- What heats cosmopolitan cities in summer? A remote sensing and AI study of land surface temperature drivers: Casablanca vs Barcelona
- Daily reference evapotranspiration estimation using sequential and ensemble learning approaches: A case study in a high-evaporation region
- Applied Machine Learning for Flood Susceptibility Mapping in the Loukkos Basin (Northern Morocco): Validation Using the February 2026 Ksar El Kebir Flood Event
- The evolution of drought characteristics in semi-arid Africa over the last four decades
- Diversity of contaminants of emerging concern in a semi-arid groundwater system
- The Effects of Input Scale and Metric on Groundwater Level Forecasting with Deep Learning
- Contaminants of emerging concern in Mediterranean groundwater: The more we analyse, the more diversity we observe
- A risk index for fecal contamination of irrigation water during drought
- Common and type-specific geo-environmental controls of landslide-type variability: A multivariate analysis in the Rif Mountains, Morocco
- Downscaling GRACE total water storage data using random forest: a three-round validation approach under drought conditions
- Unveiling Urban Flood Vulnerability: A Machine Learning Approach for Mapping High Risk Zones in Tetouan City, Northern Morocco
- Climate Extreme Indices Influencing GRACE Total Water Storage (TWS) in Semi-Arid Africa
- Dimensionality reduction for groundwater forecasting under drought and intensive irrigation with neural networks
- Evaluating Flood Vulnerability in the Loukous Basin, Northern Morocco: Integrating Machine Learning, Remote Sensing, and Climate Change Impacts
- Predictive modelling on Spatial–temporal Land Use and Land Cover changes at the Casablanca-Settat Region in Morocco
- Determination of the Physico-Chemical and Bacteriological Characteristics of the Groundwater of Angads (Oujda, Morocco) by Principal Component Analysis (PCA)
- Using GIS to Determine the Potential Use of Groundwater in the Angads Plain (Morocco) for Irrigation and Human Consumption
- Assessment of Physicochemical and Bacteriological Parameters in the Angads Aquifer (Northeast Morocco): Application of Principal Component Analysis and Piper and Schoeller–Berkaloff Diagrams
- Exploring Multiscale Variability in Groundwater Quality: A Comparative Analysis of Spatial and Temporal Patterns via Clustering
- The contribution of remote sensing and input feature selection for groundwater level prediction using LSTM neural networks in the Oum Er-Rbia Basin, Morocco
- Differentiation of Multi-Parametric Groups of Groundwater Bodies through Discriminant Analysis and Machine Learning
- Landslide Hazard Assessment in the Heterogeneous Geomorphological and Environmental Context of the Rif Region, Morocco – A Machine Learning Approach
- Deep Learning Approach for Runoff Prediction: Evaluating the Long-Short-Term Memory Neural Network Architectures for Capturing Extreme Discharge Events in the Ouergha Basin, Morocco
- Urban Ecological Quality Assessment Based on Remote Sensing Data in African Context: A Case Study of Tangier City (Morocco, NW Africa)
- Spatio-Temporal Analysis of the Remote Sensing Ecological Index – A Case Study of the Favorable Agro-Ecological Zone in Northwest Morocco
- Hydrological Modelling of Extreme Events in Ouergha Mediterranean Basin, Northern Morocco, Using a Deterministic Model and Gridded Precipitations
- Mapping Gully Erosion Variability and Susceptibility Using Remote Sensing, Multivariate Statistical Analysis, and Machine Learning in South Mato Grosso, Brazil
- Sources of spatial variability of soil salinity: the case of Beni Amir irrigated command areas in the Tadla Plain, Morocco
- Multivariate Analysis and Machine Learning Approach for Mapping the Variability and Vulnerability of Urban Flooding: The Case of Tangier City, Morocco
- Mapping the Pollution Plume Using the Self-Potential Geophysical Method: Case of Oum Azza Landfill, Rabat, Morocco
- Dimension Reduction and Analysis of a 10-Year Physicochemical and Biological Water Database Applied to Water Resources Intended for Human Consumption in the Provence-Alpes-Côte d’Azur Region, France
- Determining the Relevant Scale to Analyze the Quality of Regional Groundwater Resources While Combining Groundwater Bodies, Physicochemical and Biological Databases in Southeastern France
- Drainage Network Patterns Determinism: A Comparison in Arid, Semi-Arid and Semi-Humid Area of Morocco Using Multifactorial Approach
- The Hough transform algorithm coupled with spatial filtering for the study of geological structuring control on the drainage network: application to the North Oulmes region, Morocco
- Statistical approach of factors controlling drainage network patterns in arid areas. Application to the Eastern Anti Atlas (Morocco)
- Study and Analysis of the Drainage Network in the Eastern Anti-Tlas and the Role of Geology and Geomorphology on its Evolution Using Remote Sensing and GIS Data
- Automatic Detection and Evaluation of Geological linear Features from Remote Sensing Data Using the Hough Transform Algorithm in Eastern Anti-Atlas (Morocco)
Publication venues
- Hydrology × 4
- Water × 4
- Ecological Engineering & Environmental Technology × 4
- Journal of Hydrology Regional Studies × 3
- Frontiers in Water × 2
- World sustainability series × 2
Publications per year
- 20269
- 20255
- 20243
- 20239
- 20222
- 20212
- 20204
- 20191
- 20181
- 20171
Collaborations
Partner institutions : Abdelmalek Essaâdi University · Université Mohammed VI Polytechnique · Gestion de l'Eau, Acteurs, Usages · Institut de Recherche pour le Développement · Université d'Avignon et des Pays de Vaucluse
Co-authors’ countries : France · Portugal
Co-authors
- Ilias Kacimi
- Nadia Kassou
- Mounia Tahiri
- Ismail Mohsine
- Moad Morarech
- Nourelhouda Karmouda
- Abdessamad Touiouine
- Marc J. Leblanc
- Amal Saïdi
- Hicham Bahi
- Meryem Touzani
- Tarik Bahaj
Bibliographic data from OpenAlex (open database).
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