Artificial Intelligence in Crop Water Management

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Artificial Intelligence in Crop Water Management

A Path to Conservation and Productivity

Geographical information systems, geodata and remote sensing Irrigation and water management Artificial intelligence

Authors: R.K. Naresh, R.K. Gupta, Rajbir Garg, R.K. Sohane, J.P. Singh, O.P. Gupta, Arun Kumar, Shivam Gupta, Vineet Kumar

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Language: English

Published by: CRC Press

Published on: 21st July 2026

Format: LCP-protected ePub

ISBN: 9781040988558


Artificial Intelligence in Agricultural Water Management and Irrigation Systems

This book examines artificial intelligence applications in agricultural water management and irrigation systems. It covers AI-driven approaches including machine learning, deep learning, and neural networks for optimizing water-use efficiency in crop production. The text discusses integration of AI with IoT, smart sensors, remote sensing, GIS, and cloud-based platforms for precision water management, and:

Presents comprehensive coverage of artificial intelligence applications in agricultural water management including machine learning, deep learning, neural networks, and data-driven approaches for irrigation optimization

Examines integration of AI with IoT, smart sensors, remote sensing, GIS, and cloud-based systems for precision water management and real-time monitoring in crop production

Addresses climate-smart irrigation strategies and drought-resilient agriculture through AI-driven solutions for sustainable water resource planning and conservation

Discusses AI-based decision support systems and automated irrigation technologies including robotics for water-efficient farming and enhanced crop productivity

Covers big data analytics and AI-enhanced forecasting methods for predicting water needs and optimizing water-use efficiency in sustainable crop systems

This title has been co-published with Elite Publishing House. T&F does not sell or distribute the print versions in India.

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