Artificial Intelligence and Smart Agriculture Applications

An essential resource work for understanding how to design and develop smart applications for present and future problems of the field of agriculture.—Dr. Deepak Gupta, Maharaja Agrasen Institute of Technology, Delhi, IndiaAs a result of the advances in Artificial Intelligence (AI), many aspects of daily life have been transformed by smart digital technology. Advanced intelligent algorithms can provide powerful solutions to real-world problems. Smart applications have become commonplace. All areas of life are being changed by smart tools developed to deal with complex issues challenging both humanity and the earth.Artificial Intelligence and Smart Agriculture Applications presents the latest smart agriculture applications developed across the globe. It covers a broad array of solutions using data science and AI to attack problems facing agriculture worldwide. Features:Application of drones and sensors in advanced farmingA cloud-computing model for implementing smart agricultureConversational AI for farmer's advisory communicationsIntelligent fuzzy logic to predict global warming’s effect on agricultureMachine learning algorithms for mapping soil macronutrient elements variabilityA smart IoT framework for soil fertility enhancementAI applications in pest managementA model using Python for predicting rainfall The book examines not only present solutions but also potential future outcomes. It looks at the role of AI-based algorithms and the almost infinite combinations of variables for agricultural applications. Researchers, public and private sector representatives, agriculture scientists, and students can use this book to develop sustainable and solutions for smart agriculture. This book’s findings are especially important as the planet is facing unprecedented environmental challenges from over-farming and climate change due to global warming. Read more