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Article

10 Citations

3,380 Views

18 Pages

Early Forecasting Hydrological and Agricultural Droughts in the Bouregreg Basin Using a Machine Learning Approach

Ayoub Nafii,
Abdeslam Taleb,
Mourad El Mesbahi,
Mohamed Abdellah Ezzaouini and
Ali El Bilali

Water2023, 15(1), 122;https://doi.org/10.3390/w15010122

29 December 2022

Water supply for drinking and agricultural purposes in semi-arid regions is confronted with severe drought risks, which impact socioeconomic development. However, early forecasting of drought indices is crucial in water resource management to impleme...

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Article

1 Citations

1,390 Views

19 Pages

Comparison of Machine Learning Models for Real-Time Flow Forecasting in the Semi-Arid Bouregreg Basin

Fatima Zehrae Elhallaoui Oueldkaddour,
Fatima Wariaghli,
Hassane Brirhet,
Ahmed Yahyaoui and
Hassane Jaziri

Limnol. Rev.2025, 25(1), 6;https://doi.org/10.3390/limnolrev25010006

5 March 2025

Morocco is geographically located between two distinct climatic zones: temperate in the north and tropical in the south. This situation is the reason for the temporal and spatial variability of the Moroccan climate. In recent years, the increasing sc...

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Article

46 Citations

5,779 Views

27 Pages

Comparison of the MUSLE Model and Two Years of Solid Transport Measurement, in the Bouregreg Basin, and Impact on the Sedimentation in the Sidi Mohamed Ben Abdellah Reservoir, Morocco

Mohamed Abdellah Ezzaouini,
Gil Mahé,
Ilias Kacimi and
Abdelaziz Zerouali

Water2020, 12(7), 1882;https://doi.org/10.3390/w12071882

1 July 2020

The evaluation and quantification of solids transport in Morocco often uses the Universal Soil Loss Model (USLE) and the revised version RUSLE, which presents a calibration difficulty. In this study, we apply the MUSLE model to predict solid transpor...

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Article

38 Citations

7,338 Views

24 Pages

Assessing Hydrological Vulnerability to Future Droughts in a Mediterranean Watershed: Combined Indices-Based and Distributed Modeling Approaches

Youssef Brouziyne,
Aziz Abouabdillah,
Abdelghani Chehbouni,
Lahoucine Hanich,
Karim Bergaoui,
Rachael McDonnell and
Lahcen Benaabidate

Water2020, 12(9), 2333;https://doi.org/10.3390/w12092333

19 August 2020

Understanding the spatiotemporal distribution of future droughts is essential for effective water resource management, especially in the Mediterranean region where water resources are expected to be scarcer in the future. In this study, we combined m...

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Article

23 Citations

4,598 Views

19 Pages

Predicting Daily Suspended Sediment Load Using Machine Learning and NARX Hydro-Climatic Inputs in Semi-Arid Environment

Mohamed Abdellah Ezzaouini,
Gil Mahé,
Ilias Kacimi,
Ali El Bilali,
Abdelaziz Zerouali and
Ayoub Nafii

Water2022, 14(6), 862;https://doi.org/10.3390/w14060862

10 March 2022

Sediment transport in basins disturbs the ecological systems of the water bodies and leads to reservoir siltation. Its evaluation is crucial for managing water resources. The practical application of the process-based model can confront some limitati...

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Article

3 Citations

1,205 Views

8 Pages

Hydrological Modeling of Rainfall-Runoff of the Semi-Arid Aguibat Ezziar Watershed Through the GR4J Model

Fatima-Zehrae Elhallaoui Oueldkaddour,
Fatima Wariaghli,
Hassane Brirhet and
Ahmed Yahyaoui

Limnol. Rev.2021, 21(3), 119-126;https://doi.org/10.2478/limre-2021-0011

22 December 2021

The management of water resources requires as a first step the modeling of rainfall-runoff. It allows simulating the hydrological behavior of the basin for a good evaluation of the potentiality of this in terms of water production. There are differen...

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