Artificial Intelligence in Crop Water Management: A Path to Conservation and Productivity

By R. K. Gupta, Rajbir Garg, R. K. Naresh

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.

• Format: Hardcover
• Language: English
• ISBN: 1041371292
• ISBN13: 9781041371298
• Release Date: July 2026
• Publisher: CRC Press
• Length: 718 Pages