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July 13, 2026Irrigation and Drainage

Beyond Hydrochemical Indices: Integrating GIS–AI Decision Frameworks to Irrigation Water Quality for Climate‐Resilient Soil–Water–Crop Systems and Sustainable Drainage

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Authors

MAMohamed A. E. AbdelRahman

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Overview

This review integrates GIS–AI frameworks to improve irrigation water quality assessment for climate-resilient agroecosystems, indicating essential advancements.

Key Points

  • The study aims to enhance irrigation water quality assessments by combining hydrochemical diagnostics with GIS–AI frameworks.
  • Evaluated classical hydrochemical indices and their limitations in modern irrigation systems.
  • Integrated geospatial and artificial intelligence decision frameworks for irrigation water quality assessment.
  • Reviewed case studies from Egypt focusing on irrigation scheduling and drainage planning.
  • Identified persistent gaps in linking classical hydrochemical indices with system-level models.
  • Demonstrated GIS–AI workflows enable predictive monitoring of soil–water–crop interactions under climate variability.
  • Proposed a multidimensional paradigm treating irrigation water quality as crucial for climate-resilient drainage.

Cite This Study

Mohamed A. E. AbdelRahman (2026) studied this question.

synapsesocial.com/papers/6a548195475c38bf615a589ahttps://doi.org/10.1002/ird.70171
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