Artificial Intelligence in Crop Water Management

Artificial Intelligence in Crop Water Management

Tekijä: Arun Kumar, Vineet Kumar, J. P. Singh, R. K. Naresh, Shivam Gupta, R. K. Gupta, Rajbir Garg, R. K. Sohane, O. P. Gupta
Kustantaja: CRC Press
Painos: 1
Julkaisuvuosi: 2026
ISBN: 9781041371298

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Maksa Klarnalla
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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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