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Computational Techniques in Precision Agriculture : Advances and Applications
Computational Techniques in Precision Agriculture : Advances and Applications
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ISBN No.: 9781032859774
Pages: 328
Year: 202603
Format: Trade Cloth (Hard Cover)
Price: $ 220.80
Dispatch delay: Dispatched between 7 to 15 days
Status: Available (Forthcoming)

Part I: Exploring Precision Agriculture . 1. Precision Agriculture: Leveraging Technology for Efficient Farming. 2. Automated Irrigation Systems Using IoT and AI: A Smart Solution for Water Conservation. 3. Drones in Precision Agriculture: Aerial Imaging and Real-Time Data Analytics for Sustainable Farming. 4.


Integrating AI and IoT in Precision Agriculture: A Pathway to Smart Farming. 5. Remote Sensing and GIS for Precision Agriculture: Enhancing Crop Monitoring and Yield Prediction. Part II: Precision Agriculture and Machine Learning . 6. Precision Agriculture Meets Machine Learning: Predicting Crop Yield Using Random Forest Regression. 7. Optimizing Crop Classification Using K-Nearest Neighbours: A Data-Driven Approach Based on Climatic and Agricultural Factors.


8. The Role of Machine Learning in Precision Agriculture: Optimizing Resource Use and Productivity. 9. Predictive Crop Yield Analysis based on Weather and Soil Data for Agriculture Optimization. 10. Precision Agriculture in India: Evaluating the Role of Environmental Factors in Crop Selection Using Machine Learning. 11. The Impact of Precision Agriculture on Agricultural Exports: A BRICS Panel Data Analysis.


Part III: Precision Agriculture, Technology, Integration and Food Security . 12. Blockchain for Precision Agriculture: Enhancing Transparency and Traceability in Agri-Supply Chains. 13. Blockchain-Powered IOT for Real Time Agriculture Monitoring and Prediction. 14. Big Data Analytics in Precision Agriculture: Improving Decision-Making for Farm Management. 15.


Climate-Smart Agriculture: Leveraging Precision Farming Technologies for Sustainable Food Security. 16. The Impact of Variable Rate Technology (VRT) on Soil Health and Crop Yield Optimization. Part IV: Precision Agriculture: Future Direction . 17. Advancing Agricultural Efficiency: An Exploration of Smart Predicting Crop Practices. 18. Digital Innovations in Agriculture: The Socio-Economic Impact of Smart Farming and Renewable Energy Integration.


19. Edge Computing for Real-Time Precision Agriculture Applications: Challenges and Opportunities. 20. Precision Agriculture as a Tool for Solving Major Global and Regional Problems. 21. Smart Soil Systems: Bridging Soil Classification, Precision Farming, and Digital Agriculture in India. 22. Planting the Future: Traversing the Digital Landscape of Intelligent Farming.



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