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

di R. K. Naresh (Autore)

R. K. Gupta (Autore)

Rajbir Garg (Autore)

Taylor & Francis Ltd, 2026

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.

• Autore: R. K. Naresh, R. K. Gupta, Rajbir Garg
• Editore: Taylor & Francis Ltd
• Anno: 2026
• Rilegatura: Hardback
• Pagine: 722 p.
• Dimensioni: 246 x 189 mm
• EAN: 9781041371298

Testo in English