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Cited article:

Flood Mitigation and Water Resource Preservation: Hydrodynamic and SWMM Simulations of nature-based Solutions under Climate Change

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Water Resources Management 39 (3) 1149 (2025)
https://doi.org/10.1007/s11269-024-04015-3

Drowning overconfidence with uncertainty: mitigating deep learning overconfidence in flood depth super-resolution through maximum entropy regularization

Maelaynayn El baida, Farid Boushaba and Mimoun Chourak
Stochastic Environmental Research and Risk Assessment 39 (3) 1159 (2025)
https://doi.org/10.1007/s00477-025-02917-1

Real-Time Urban Flood Depth Mapping: Convolutional Neural Networks for Pluvial and Fluvial Flood Emulation

Maelaynayn El baida, Farid Boushaba, Mimoun Chourak and Mohamed Hosni
Water Resources Management 38 (12) 4763 (2024)
https://doi.org/10.1007/s11269-024-03886-w

Classification machine learning models for urban flood hazard mapping: case study of Zaio, NE Morocco

Maelaynayn El baida, Farid Boushaba, Mimoun Chourak, Mohamed Hosni and Hichame Sabar
Natural Hazards 120 (11) 10013 (2024)
https://doi.org/10.1007/s11069-024-06596-z

Flood risk decomposed: Optimized machine learning hazard mapping and multi-criteria vulnerability analysis in the city of Zaio, Morocco

Maelaynayn El baida, Farid Boushaba, Mimoun Chourak, Mohamed Hosni, Hichame Sabar and Toufik Zahaf
Journal of African Earth Sciences 220 105431 (2024)
https://doi.org/10.1016/j.jafrearsci.2024.105431