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IoT and Advanced Intelligence Computation for Smart Agriculture

IoT and Advanced Intelligence Computation for Smart Agriculture

          
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About the Book

Smart agriculture is an approach to maintaining nature without compromising the basic needs of future generations while at the same time improving the efficiency of farming. The main achievements of smart agriculture in terms of sustainable agriculture are crop rotation, controlling nutrient deficiencies in crops, pest and disease control, recycling, and water harvesting, leading to a safer environment overall. Living organisms depend on the nature of biodiversity and are exposed to pollution due to waste emissions, use of fertilizers and pesticides, degraded dead plants, and so on. The emission of greenhouse gases affects plants, animals, humans, and the environment; hence, this necessitates a better environment for living organisms. The purpose of this book is to provide a comprehensive overview of the latest advancements, challenges, and potential applications of artificial intelligence (AI) technology and the Internet of Things (IoT) in the future of intelligent agriculture. The book is primarily focused on equipping younger researchers, graduates, and professionals in the industry with the necessary knowledge to understand the advantages of AI technology, machine learning, and data analytics methods in improving current agricultural practices. Key features include the following: The book showcases the latest advancements in AI and smart agriculture technologies The text emphasizes sustainable practices supported by AI, highlighting how technology can enhance productivity while minimizing environmental impact Readers will learn how to harness big data and analytics to drive informed decision-making and optimize their agricultural yields

Table of Contents:
1. Smart Farming: An IoT-Enhanced and Interpretable Optimal Crop Selection Technique Based on Soil and Environmental Data Al Amin Islam Ridoy, AKM Bahalul Haque, Farzana Akter , and Mourade Azrour 2. Enhanced Date Palm Seed Classification Using Genetic Algorithms and XGBoost Abdelaaziz Hessane ,Mohamed Khalifa Boutahir , Ahmed El Youssefi , Yousef Farhaoui , and Badraddine Aghoutane 3. Internet of Things Based Precision Agriculture with Integrated Security for Smart Farming Md. Alimul Haque, Sultan Ahmad, Deepa Sonal, Aasim Zafar, and Aleem Ali 4. Dynamic Texture Classification using ConvLSTM and Video Optical Flow Analysis: A Case Study Manal Benzyane, Mourade Azrour, Said Agoujil, and Azidine Guezzaz 5. Digital Guardians: Revolutionizing Pest Management with AI and IoT for a Greener Future Sreedeep Dey and Subhasis Roy 6. The Artificial Intelligence: Technological Revolution for Moroccan Agriculture Hajar Khabouche, Miloudia Slaoui, and Jamal Mabrouki 7. Utilizing IoT and AI for Soil Health Monitoring and Enhancement in Sustainable Agriculture Sultan Ahmad, Rupesh Kaushik, Rohit Ghatuary, Amit Kotiyal, Sapna Jarial, and Rajneesh Kumar 8. Leveraging IoT for Wildlife Deterrence: Smart Solutions for Crop Protection in Modern Farming Md. Alimul Haque, Deepa Sonal, Sultan Ahmad, and Hikmat A. M. Abdeljaber 9. Advancing Water Quality Assessment through Artificial Intelligence Techniques Anas Kabbori, Azidine Guezzaz, Said Benkirane, and Mourade Azrour 10. Aspects of IoT based applications intended for transforming world at large scale Shafqat Ul Ahsaan, Ashish Kumar Mourya, and Seema Rani 11. Smart Agro-Tech: Using IoT-Powered Intelligence and Sustainable AI Solutions to Revolutionize Crop Management Shivani Bhardwaj, Gauarv Gupta, Abhishek Tomar, Mukesh Tiwari, Sultan Ahmad, and Mourade Azrour 12. Introduction to smart agriculture using IoT K.A. Vinodhini, T. Anstey Vathani, K.A. Varun Kumar, M.J. Carmel Mary Belinda, and Mourade Azrour 13. Deep Feature Extraction: Comparing VGG16, ResNet50, and InceptionV3 for Image Matching Omaima El bahi, Ali Omari Alaoui, Youssef Qaraai, and Ahmad El Allaoui 14. The Future of Farming: AI, ML, and IoT for Improved Crop Yields Shagufta Praveen and Mazhar Afzal


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Product Details
  • ISBN-13: 9781032852386
  • Publisher: Taylor & Francis Ltd
  • Publisher Imprint: CRC Press
  • Height: 234 mm
  • No of Pages: 228
  • Width: 156 mm
  • ISBN-10: 1032852380
  • Publisher Date: 04 Aug 2025
  • Binding: Hardback
  • Language: English
  • Weight: 566 gr


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