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Sustainable Farming through Machine Learning : Enhancing Productivity and Efficiency

Sustainable Farming through Machine Learning : Enhancing Productivity and Efficiency (Hardcover)

Ming Yang, Balakrishnan, Arun, Suneeta Satpathy, Bijay Kumar Paikaray (엮은이)
CRC Press
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Sustainable Farming through Machine Learning : Enhancing Productivity and Efficiency
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책 정보

· 제목 : Sustainable Farming through Machine Learning : Enhancing Productivity and Efficiency (Hardcover) 
· 분류 : 외국도서 > 기술공학 > 기술공학 > 로봇공학
· ISBN : 9781032777498
· 쪽수 : 300쪽
· 출판일 : 2024-11-25

목차

1. Exploring AI and ML Strategies for Crop Health Monitoring and Management. 2. Enhancing Crop Productivity by Suitable Crop Prediction Using Cutting-Edge Technologies. 3. Crop Yield Prediction Using Machine Learning Random Forest Algorithm. 4. A multi-objective based genetic approach for increasing crop yield on sustainable farming. 5. Drones For Crop Monitoring And Analysis. 6. Decision Support System For Sustainable Farming. 7.?Empowering Agriculture: Harnessing the Potential of AI-Driven Virtual Tutors for Farmer Education and Investment Strategies. 8.?Enhancing Agricultural Ecosystem Surveillance through Autonomous Sensor Networks. 9.?Crop Disease Detection Using Image Analysis. 10.?Automated Detection of Plant Diseases Utilizing Convolutional Neural Networks. 11.?Apple Leaves Diseases Detection Using Deep Learning. 12.Optimizing Agricultural Yield: Comprehensive Approaches for Recommendation System in Precision Agriculture. 13.?Advancements in Precision Agriculture: A Machine Learning-based Approach for Crop Management Optimization. 14.?Precision Agriculture with Remote Sensing: Integrating Deep Learning for Crop Monitoring. 15.?Farmers Guide: Data-Driven Crop Recommendations for Precision and Sustainable Agriculture Using IoT and ML. 16.?Application of Machine Learning in the Analysis and Prediction of Animal Disease. 17. Transforming Indian Agriculture: A Machine Learning Approach for Informed Decision-Making and Sustainable Crop Recommendations. 18.?Automated Detection of Water Quality for Smart Systems using Various Sampling Techniques - An Agricultural Perspective. 19.?Scope of Artificial Intelligence (A.I.) in “Agriculture Sector and its applicability in Farm Mechanization in Odisha. 20.?Ethical Considerations and Social Implications.? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ??

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