About the Editors -- List of Contributors -- Preface -- 1 Agricultural Resilience: Water Quality and Human Well-Being 1 Tanu Taneja, B.S Bhatia, and Shalom Akhai -- 1.1 Introduction -- 1.2 The Nexus of Water Quality and Agriculture -- 1.3 Impact of Contaminated Water on Crop Health -- 1.4 AI-Driven Water Monitoring Systems -- 1.5 Research Gaps and Research Dimensions -- 1.6 Precision Irrigation Techniques -- 1.7 Waterborne Pathogens in Farming -- 1.8 Livestock Health and Water Safety -- 1.9 Sustainable Water Management Strategies -- 1.10 Human Health Implications -- 1.11 Significance of Research in Agricultural Water Quality -- 1.12 Conclusion -- 2 Precision Farming: A Technological Revolution for Sustainable Agriculture 25 Ashish Kumar, Prasoon Kumar Pandey, and Divya Singh -- 2.1 Introduction -- 2.2 Principles of Precision Farming -- 2.3 Technologies in Precision Farming -- 2.4 Role of Drones in Precision Farming -- 2.5 Benefits of Precision Farming -- 2.6 Conclusion -- 3 Precision Farming and Smart Crop Management 45 Bhavin Patel, Jitendra Bhatia, and Malaram Kumhar -- 3.1 Introduction -- 3.2 Related Work -- 3.3 Technologies in Precision Farming -- 3.4 Smart Crop Management Techniques -- 3.5 Mapping to Site-Specific Applications -- 3.6 Challenges and Limitations -- 3.7 Conclusion -- 4 Empowering Smart Agriculture with Artificial Intelligence 71 Shipra Raheja and Himanshi Bansal -- 4.1 Introduction -- 4.2 Benefits of AI in Agriculture -- 4.3 Applications of Artificial Intelligence in Agriculture -- 4.4 Part of AI Within the Farming Data Administration Cycle -- 4.5 Optimizing AI for Farming and Agrarian Forms -- 4.6 AI's Limitations with Regard to Agriculture -- 4.7 Future of AI in Agriculture -- 4.8 The Future Research of AI in Small-Scale Farming -- 5 Foundations of Agricultural AI 87 Divya Singh, Naman Agrawal, Jaya Saini, and Manoranjan Kumar -- 5.1 Introduction -- 5.2 Machine Learning -- 5.3 Deep Learning -- 5.4 Applications of AI in Agriculture -- 5.5 Challenges and Opportunities -- 5.6 Ethical and Social Implications -- 5.7 Current Trends and Future Directions -- 5.8 Conclusion -- 6 AI in Agriculture: A Comprehensive Exploration of Technological Transformation 105 Manya Gupta, Gargi Mishra, Supriya Bajpai, Abhinav Bhardwaj, and Milind Gautam -- 6.1 Introduction -- 6.2 AI Integration in Agricultural Practices -- 6.3 AI-Monitored Agricultural Parameters -- 6.4 Application Areas of AI in Agriculture -- 6.5 Limitations -- 6.6 Conclusion and Future Scope -- 7 Integrating AI and Climate-Smart Agricultural Mechanization: Strategies for Enhancing Productivity and Sustainability in a Changing Climate 133 Anil Kumar -- 7.1 Introduction -- 7.2 Literature Review -- 7.3 Methodology -- 7.4 Analysis -- 7.5 Future Mechanization Pathways Through Climate-Smart Technologies -- 7.6 Discussion -- 7.7 Conclusion -- 8 Harvesting Tomorrow: Exploring Real-World Applications of AI in Agriculture 163 Priya and Neha Gupta -- 8.1 Introduction -- 8.2 Precision Agriculture: Transforming Farming Practices -- 8.3 Crop Monitoring and Management Techniques -- 8.4 Revolutionizing Livestock Management Through AI -- 8.5 Innovations in Food Supply Chains with AI -- 8.6 Addressing Ethical and Regulatory Considerations -- 8.7 Conclusion -- 8.8 Future Directions -- 9 Smart Agriculture: Predictive Modeling of Fertilizer Requirements Using Neural Networks 189 Heet Dave and Jai Prakash Verma -- 9.1 Introduction -- 9.2 Related Work -- 9.3 Proposed Research Work -- 9.4 Methodology and Concepts -- 9.5 Implementation and Execution flow -- 9.6 Results -- 9.7 Discussion -- 9.8 Conclusion -- 10 Reviewing Advances in Image-Based Plant Disease Detection 209 Gautmi Tomar, Yuvraj Ahuja, Yogita Arora, and Neera Agarwal -- 10.1 Introduction -- 10.2 Literature Review -- 10.3 Imaging Techniques of Plant Disease -- 10.4 Critical Discussion -- 10.5 Conclusion -- 11 Leveraging ResNeXt50 and LSTM for Enhanced Plant Disease Detection: A Hybrid Model Proposal 231 Jaspreet Singh and Shashi Tanwar -- 11.1 Introduction -- 11.2 Literature Review -- 11.3 Research Methodology -- 11.4 A Proposed Hybrid Model Using ResNext50 & LSTM for Plant Disease Detection -- 11.5 Results and Implementation -- 11.6 Conclusion and Future Work -- 12 FarmTechAI: Artificial-Intelligence-Based Modern Farmer Management System 247 Murat Can Cardak, Muhammed Golec, and Sukhpal Singh Gill -- 12.1 Introduction -- 12.2 Related Works -- 12.3 FarmTechAI: Proposed System -- 12.4 Performance Evaluation and Testing -- 12.5 Legal, Social, Ethical, and Sustainability Issues -- 12.6 Conclusions and Future Work -- 13 Livestock Monitoring and Welfare 283 V. Kanakaris, E. Vrochidou, and G. A. Papakostas -- 13.1 Introduction -- 13.2 Benefits of Livestock Monitoring -- 13.3 Innovative Livestock Monitoring Technology Methods -- 13.4 Impact of Livestock Monitoring Methods on Welfare -- 13.5 Discussion -- 13.6 Conclusions -- 14 Smart Crop Management: Harnessing Green IoT Tomorrow 315 Shipra Raheja, Vimal Gaur, and Rachna Jain -- 14.1 Introduction -- 14.2 Greening Agriculture: Advancing with IoT Technology -- 14.3 Green IoT Key Components -- 14.4 Future of AI in Agriculture -- 14.5 Conclusion and Future Aspects -- 15 Current Progress of Sustainable Smart Agriculture Using Internet of Things 329 Savita Kumari Sheoran, Suraj Ranga, and Ghanapriya Singh -- 15.1 Introduction -- 15.2 Literature Review -- 15.3 Methodology -- 15.4 Current Status of SDGs (Global and Local) in Ranking -- 15.5 Analysis -- 15.6 Conclusions -- Funding -- References -- Index.