2025Open access5cites
A Review on Optimizing Water Management in Agriculture through Smart Irrigation Systems and Machine LearningE3S Web of Conferences, Smart Agriculture and AI
Active, last published 2026
In plant water relations and carbon dynamics
Zaid
Belarbi
“Research focused on Plant Water Relations and Carbon Dynamics and adjacent fields.”
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Claim Your Profile01 · About the work
What I study
aid Belarbi is a researcher working on Plant Water Relations and Carbon Dynamics. A fuller summary will appear once they update their profile.
02 · Reach
Publication output and reach
Zaid's work has been cited 8 times across 2 active years. Bars show publications per year; the line shows cumulative citation totals across publications first appearing in each year.
05 · Research focus
Topics
Plant Water Relations and Carbon Dynamics×5Hydrology and Watershed Management Studies×3Hydrological Forecasting Using AI×3Remote Sensing in Agriculture×1Smart Agriculture and AI×1
06 · Where I am
Affiliations
CurrentlyAbdelmalek Essaâdi University, Morocco
Research themes (UN SDGs)
07 · Selected work
Recent publications
View all 6 works20253cites
Evaluating machine learning models and feature selection for reference evapotranspiration estimation in semi-arid regions: a case study in Doukkala, MoroccoTheoretical and Applied Climatology, Plant Water Relations and Carbon Dynamics
2025Open access
Efficient Hyperparameter Optimization for Reference Evapotranspiration Estimation with Limited Parameters: A Comparison of Optuna and Grid Search in the Doukkala Region, MoroccoE3S Web of Conferences, Plant Water Relations and Carbon Dynamics
2026
Machine learning estimation of reference evapotranspiration using MODIS-Derived and limited ground variables across Moroccan agro-climatic zonesTheoretical and Applied Climatology, Plant Water Relations and Carbon Dynamics
2026
Assessment of machine learning models for ETo estimation and spatial generalization using satellite-derived solar radiation: a case study in two moroccan agro-climatic zonesModeling Earth Systems and Environment, Plant Water Relations and Carbon Dynamics
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