Author

Maelaynayn El Baida

Observed name: Maelaynayn El baida

Observed institution: Mohamed I University

ORCID: 0009-0006-2225-5516

Observed ORCID: 0009-0006-2225-5516

OpenAlex ID: A5093543657

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

2024 · Maelaynayn El Baida, Mimoun Chourak, et al. · Water Resources Management · 37

A Systematic Literature Review on Classification Machine Learning for Urban Flood Hazard Mapping

2024 · Maelaynayn El baida, Mohamed Hosni, et al. · Water Resources Management · 33

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

2024 · Maelaynayn El baida, Farid Boushaba, et al. · Water Resources Management · 23

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

2024 · Maelaynayn El baida, Farid Boushaba, et al. · Natural Hazards · 19

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

2024 · Maelaynayn El baida, Farid Boushaba, et al. · Journal of African Earth Sciences · 17

Flood susceptibility mapping in urban areas based on analytical hierarchy process: A decade-long systematic literature review

2025 · Sara Bouchikhi, Mimoun Chourak, et al. · Journal of African Earth Sciences · 10

Mapping flood hazard in Driouch region (north-eastern of Morocco) using AHP and numerical approaches

2025 · Lamiae El Hadri, Farid Boushaba, et al. · Journal of African Earth Sciences · 9

Application of physically-based and experimentally calibrated method for flood hazard assessment: Case study of Zaio, Morocco

2023 · Maelaynayn El Baida, Farid Boushaba, et al. · E3S Web of Conferences · 7

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A Systematic Literature Review on Regression Machine Learning for Urban Flood Hazard Mapping

2024 · Maelaynayn El Baida, Farid Boushaba, et al. · Lecture notes in networks and systems · 4

Multi-criteria decision analysis and hydrodynamic modeling for flood-safe urban planning: case study of Oued Merzeg, Casablanca (NW Morocco)

2025 · Sara Bouchikhi, Mimoun Chourak, et al. · Natural Hazards · 3

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

2025 · Maelaynayn El baida, Farid Boushaba, et al. · Stochastic Environmental Research and Risk Assessment · 3

Multi-criteria decision making and presence-only maximum entropy modeling for flood hazard assessment in greater Berkane

2026 · Imad Zerhoudi, Mimoun Chourak, et al. · Journal of African Earth Sciences · 1

Mapping Urban Flood Hazard Using Extreme Gradient Boosting and Random Forest

2025 · Maelaynayn El Baida, Farid Boushaba, et al. · Advances in Science, Technology & Innovation/Advances in science, technology & innovation · 1

Flood Hazard Assessment of National Road N2 Intersection with Wadi Sefrou (North East of Morocco)

2024 · Zahaf Toufik, Boushaba Farid, et al. · Ecological Engineering & Environmental Technology · 1

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The Ludic Library: Magic, Cosmology, and Enchantment in The Elder Scrolls In-Game Book Corpus

2026 · Maelaynayn El Baida · Games and Culture

Urban flood modelling and evaluation of nature-based solutions at the neighbourhood scale: The case of the Tirakaa Wadi, Nador (northeastern Morocco)

2026 · Hichame Sabar, Imad Zerhoudi, et al. · Ecological Engineering & Environmental Technology

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GIS-based analytic hierarchy process for flood susceptibility zoning in the coastal lowland: A case study of Saidia City, northeast of Morocco

2026 · Adil Jouamaa, Mimoun Chourak, et al. · Ecological Engineering & Environmental Technology

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Calibrated uncertainty for continental design flood estimation using conformal probabilistic machine learning

2026 · Maelaynayn El baida, Mimoun Chourak, et al. · Journal of Hydrology

African Q99 prediction model: Hydrological clustering and regression machine learning for extreme flow prediction in African catchments

2026 · Maelaynayn El baida, Farid Boushaba, et al. · Journal of African Earth Sciences

Flood-Resilient Urban Layout Design via Convolutional Neural Networks

2026 · Maelaynayn El Baida, Farid Boushaba, et al. · Lecture notes in civil engineering

Correction to: Flood Mitigation and Water Resource Preservation: Hydrodynamic and SWMM Simulations of Nature-Based Solutions Under Climate Change

2025 · Maelaynayn El baida, Mimoun Chourak, et al. · Water Resources Management

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Are Presence-Only Machine Learning Models Reliable Enough for Hazard Mapping? Insights from Flood Hazard in the Maghreb

2025 · Maelaynayn El Baida, Farid Boushaba, et al. · International Conference for Artificial Intelligence, Applications, Innovation and Ethics (AI2E)

Works count: 22

Citation count: 168

H-index: 7

I10-index: 6