Search Results - "Ouatiki, Hamza"
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Trend analysis of rainfall and drought over the Oum Er-Rbia River Basin in Morocco during 1970–2010
Published in Arabian journal of geosciences (01-02-2019)“…In a context of water scarcity in Morocco, the proper management of water resources is becoming a national priority. However, the strong spatiotemporal…”
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Deep Learning Approach with LSTM for Daily Streamflow Prediction in a Semi-Arid Area: A Case Study of Oum Er-Rbia River Basin, Morocco
Published in Water (Basel) (01-01-2023)“…Daily hydrological modelling is among the most challenging tasks in water resource management, particularly in terms of streamflow prediction in semi-arid…”
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Evaluation of TRMM 3B42 V7 Rainfall Product over the Oum Er Rbia Watershed in Morocco
Published in Climate (Basel) (01-03-2017)“…In arid and semi-arid areas, rainfall is often characterized by a strong spatial and temporal variability. These environmental factors, combined with the…”
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When climate variability partly compensates for groundwater depletion: An analysis of the GRACE signal in Morocco
Published in Journal of hydrology. Regional studies (01-08-2022)“…Morocco, Northwestern Africa. Since April 2002, the Gravity Recovery and Climate Experiment (GRACE) mission have opened new pathways for hydrologists to…”
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High-Resolution Monitoring of the Snow Cover on the Moroccan Atlas through the Spatio-Temporal Fusion of Landsat and Sentinel-2 Images
Published in Remote sensing (Basel, Switzerland) (01-11-2022)“…Mapping seasonal snow cover dynamics provides essential information to predict snowmelt during spring and early summer. Such information is vital for water…”
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The contribution of remote sensing and input feature selection for groundwater level prediction using LSTM neural networks in the Oum Er-Rbia Basin, Morocco
Published in Frontiers in water (14-09-2023)“…The planning and management of groundwater in the absence of in situ climate data is a delicate task, particularly in arid regions where this resource is…”
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Groundwater level forecasting in a data-scarce region through remote sensing data downscaling, hydrological modeling, and machine learning: A case study from Morocco
Published in Journal of hydrology. Regional studies (01-12-2023)“…The upstream part of the Essaouira basin, a data-scare region in Morocco, Northwestern Africa. The scarcity of hydro-climate data is a significant challenge…”
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Sensitivity and Interdependency Analysis of the HBV Conceptual Model Parameters in a Semi-Arid Mountainous Watershed
Published in Water (Basel) (01-09-2020)“…Hydrological models, with different levels of complexity, have become inherent tools in water resource management. Conceptual models with low input data…”
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Snowpack and groundwater recharge in the Atlas mountains: New evidence and key drivers
Published in Journal of hydrology. Regional studies (01-10-2023)“…The Atlas Mountains of Morocco, specifically the High Oum Er-rbiaa (HOER) and Ourika catchments. to identify the recharge processes within the semi-arid…”
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Accuracy assessment and bias correction of remote sensing–based rainfall products over semiarid watersheds
Published in Theoretical and applied climatology (01-11-2023)“…In the context of water scarcity, the strong spatiotemporal fluctuation of rainfall combined with the sparsity of the rain gauge (RG) measurement networks,…”
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A comprehensive assessment of satellite precipitation products over a semi-arid region: focus on extreme events
Published in Natural hazards (Dordrecht) (01-02-2024)“…Global warming has increased the frequency and intensity of extreme weather events worldwide. Arid and semi-arid regions, such as the Tensift basin in Morocco,…”
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Assessing the performance of MCDM, statistical and machine learning ensemble models for gully sensitivity mapping in a semi-arid context
Published in Geocarto international (13-12-2022)“…Gully erosion is a complex socio-environmental issue that has a negative influence on natural resources and has significant economic costs. This study examined…”
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Recours aux satellites pour appuyer le management de l’eau d’irrigation: Estimation des besoins en eau des agrumes par télédétection dans la Plaine de Triffa-Berkane (Maroc)
Published in African journal on land policy and geospatial sciences (01-05-2019)“…Les agrumes représentent la première culture irriguée dans la plaine de Trifa (Berkane, Maroc) avec une superficie en extension continue. Ceci accentue les…”
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