R. K. Gupta – författare

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.

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.

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 optimizationExamines integration of AI with IoT, smart sensors, remote sensing, GIS, and cloud-based systems for precision water management and real-time monitoring in crop productionAddresses climate-smart irrigation strategies and drought-resilient agriculture through AI-driven solutions for sustainable water resource planning and conservationDiscusses AI-based decision support systems and automated irrigation technologies including robotics for water-efficient farming and enhanced crop productivityCovers big data analytics and AI-enhanced forecasting methods for predicting water needs and optimizing water-use efficiency in sustainable crop systemsThis title has been co-published with Elite Publishing House. T&F does not sell or distribute the print versions in India.

The book begins with an exploration of the history of soil fertility and plant nutrition, presenting the evolution of scientific understanding in this field. Fundamental concepts such as essential and beneficial elements, criteria of essentiality, and the roles of essential plant nutrients are discussed, along with methods for identifying nutrient deficiencies through plant symptoms. A detailed examination of macroand micronutrientsincluding nitrogen, phosphorus, potassium, secondary nutrients, and micronutrientsprovides a robust foundation for understanding their functions, dynamics, and management.A significant focus is placed on soil fertility evaluation, highlighting methods for assessing soil nutrient status through laboratory analysis and field diagnostics. The book also delves into fertilizer use efficiency and the methods and timing of fertilizer application, ensuring readers gain practical knowledge for optimizing nutrient uptake by crops.To address the growing interest in sustainable agriculture, this book explores organic manures, chemical fertilizers and their classification, and nanofertilizers, with an emphasis on their properties, applications, and integration within modern nutrient management systems. The Fertilizer Control Order and the concept of Integrated Nutrient Management (INM) are also covered to ensure readers are acquainted with regulatory and sustainable practices. Additionally, the book discusses soil amendments, providing insights into improving soil structure and correcting soil pH for better crop performance.