31 Mar 2026
Using the WEAP Model to Analyze Water Supply and Demand Dynamics in the Tamanghasset Watershed Under Future StressorsPublisher siteEarth Systems and Environment, Water resources management and optimization
Active, last published 2026
In hydrological forecasting using ai
Morad
Chahid
Scholar“Research focused on Hydrological Forecasting Using AI and adjacent fields.”
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01 · About the work
What I study
orad Chahid is a researcher working on Hydrological Forecasting Using AI. A fuller summary will appear once they update their profile.
02 · Reach
Publication output and reach
Morad's work has been cited 40 times across 3 active years. Bars show publications per year; the line shows cumulative citation totals across publications first appearing in each year.
03 · Research focus
Topics
Hydrological Forecasting Using AI×4Groundwater and Watershed Analysis×4Geological and Geophysical Studies Worldwide×3Groundwater and Isotope Geochemistry×2Hydrology and Drought Analysis×2
04 · Where I am
Affiliations
Affiliation on published researchAbdelmalek Essaâdi University, MoroccoDrawn from the institution listed on this researcher’s published work.
Research themes (UN SDGs)
05 · Selected work
Recent publications
8 works7 Oct 2025Open access7cites
Deep learning framework for mapping nitrate pollution in coastal aquifers under land use pressurePublisher siteScientific Reports, Hydrological Forecasting Using AI
7 Oct 20251cites
Comparison between Two-Level Machine Learning and Deep Learning for Groundwater Potential Mapping in the Rmel Aquifer (Northwestern Morocco)Publisher siteEarth Systems and Environment, Groundwater and Watershed Analysis
20 Jul 2025Open access4cites
Evaluating Time Series Models for Monthly Rainfall Forecasting in Arid Regions: Insights from Tamanghasset (1953–2021), Southern AlgeriaPublisher siteGeosciences, Hydrology and Drought Analysis
24 Jun 20253cites
Comparison of groundwater pollution vulnerability assessments via the DRASTIC-LU and DRASTIC-LU-NO3− methods in the Ouled Ogbane aquifer, Northwest MoroccoPublisher siteEnvironmental Science and Pollution Research, Groundwater and Isotope Geochemistry
23 May 20259cites
Assessment and modeling of the hydrochemical evolution of the Rmel aquifer (NW Morocco): geostatistical approaches and machine learning for sustainable managementPublisher siteMediterranean Geoscience Reviews, Geochemistry and Geologic Mapping
28 Feb 2025Open access17cites
Assessment of three satellite precipitation products for hydrological studies in a data-scarce context: Ouarzazate basin, southern MoroccoPublisher siteNatural Hazards Research, Precipitation Measurement and Analysis
19 Sept 202411cites
Application of the DRASTIC-LU/LC method combined with machine learning models to assess and predict the vulnerability of the Rmel aquifer (Northwest, Morocco)Publisher siteGroundwater for Sustainable Development, Groundwater and Watershed Analysis
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