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Houda Lamane

An interpretable machine learning approach based on DNN, SVR, Extra Tree, and XGBoost models for predicting daily pan evaporation
2022 · Ali El Bilali, Taleb Abdeslam, et al. · Journal of Environmental Management · 212
Interpreting machine learning models based on SHAP values in predicting suspended sediment concentration
2024 · Houda Lamane, Latifa Mouhir, et al. · International Journal of Sediment Research · 102
A framework based on multivariate distribution-based virtual sample generation and DNN for predicting water quality with small data
2022 · Ali El Bilali, Houda Lamane, et al. · Journal of Cleaner Production · 56
Soil water erosion assessment in Morocco through modeling and fingerprinting applications: A review
2022 · Houda Lamane, Rachid Moussadek, et al. · Heliyon · 50
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Physics-informed machine learning algorithms for forecasting sediment yield: an analysis of physical consistency, sensitivity, and interpretability
2024 · Ali El Bilali, Youssef Brouziyne, et al. · Environmental Science and Pollution Research · 13
An approach based on multivariate distribution and Gaussian copulas to predict groundwater quality using DNN models in a data scarce environment
2023 · Ayoub Nafii, Houda Lamane, et al. · MethodsX · 10
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Modeling soil erosion and sediment yield under climate change: a comparison of RUSLE and MUSLE integrated with SDR using variable soil data resolutions
2025 · Houda Lamane, Latifa Mouhir, et al. · Modeling Earth Systems and Environment · 8
Statistical analysis of a systematic review on soil water erosion assessment in Morocco
2023 · Houda Lamane, Latifa Mouhir, et al. · EGU General Assembly Conference Abstracts · 2
Leveraging Machine Learning for accurate and interpretable suspended sediment concentration predictions
2025 · Houda Lamane, Latifa Mouhir, et al. · EGU General Assembly Conference Abstracts · 1
AgriGullyAtlas v1.0: A geospatial archive of agricultural gully mapping
2026 · Borrelli, Pasquale, Alewell, Christine, et al. · Zenodo (CERN European Organization for Nuclear Research)
Modeling soil water erosion and sediment transport in Bouregreg watershed (Morocco) using machine learning and climate projections
2026 · Houda Lamane, Latifa Mouhir, et al. · EGU General Assembly Conference Abstracts
Review of: "Assessment of soil erosion in the Cesar watershed, an initial step toward the restoration of the Cesar River"
2023 · Houda Lamane · Qeios
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Works count: 12
Citation count: 454
H-index: 7
I10-index: 6
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