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Iot and AI in Agriculture: Self- Sufficiency in Food Production to Achieve Society 5.0 and Sdg's Globally

Iot and AI in Agriculture: Self- Sufficiency in Food Production to Achieve Society 5.0 and Sdg's Globally (Paperback, 2023)

Tofael Ahamed (엮은이)
Springer
354,980원

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Iot and AI in Agriculture: Self- Sufficiency in Food Production to Achieve Society 5.0 and Sdg's Globally
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책 정보

· 제목 : Iot and AI in Agriculture: Self- Sufficiency in Food Production to Achieve Society 5.0 and Sdg's Globally (Paperback, 2023) 
· 분류 : 외국도서 > 기술공학 > 기술공학 > 농업 > 일반
· ISBN : 9789811981159
· 쪽수 : 461쪽
· 출판일 : 2024-04-12

목차

Chapter 1.?IoT x AI: Introducing Agricultural Innovation for Global Food Production.- Chapter 2. Transforming Controlled Environment Plant Production toward Circular Bioeconomy Systems.- Chapter 3. Artificial Lighting Systems for Plant Growth and Development in Indoor Farming.- Chapter 4. An IoT-based Precision Irrigation System to Optimize Plant Water Requirements for Indoor and Outdoor Farming Systems.- Chapter 5. Artificial Intelligence & Internet of Things: Application in Urban Water Management.- Chapter 6.Purification of Agricultural Polluted Water Using Solar Distillation and Hot Water Producing with Continuous Monitoring Based on IoT.- Chapter 7. Long Range Wide Area Network (LoRaWAN) for Oil Palm Soil Monitoring.- Chapter 8. Application of Smart Machine Vision in Agriculture, Forestry, Fishery, and Animal Husbandry.- Chapter 9. Artificial Intelligence in Agriculture: Commitment to Establish Society 5.0 .- Chapter 10. Potentials of Deep Learning Frameworks for Tree Trunk Detection in Orchard to Enable Autonomous Navigation System.- Chapter 11. Real Time Pear Fruit Detection and Counting Using YOLOv4 Models and Deep SORT.- Chapter 12. Pear Recognition in an Orchard from 3D Stereo Camera Datasets to Develop an Autonomous Mechanism Compared with Deep Learning Algorithms.- Chapter 13. Thermal Imaging and Deep Learning Object Detection Algorithms for Early Embryo Detection - A Methodology Development Addressed to Quail Precision Hatching.- Chapter 14. Intelligent Sensing and Robotic Picking of Kiwifruit in Orchard.- Chapter 15. Low-cost Automatic Machinery Development to Increase Timeliness and Efficiency of Operation for Small Scale Farmers to Achieve SDGs.- Chapter 16. Vision-based Leader Vehicle Trajectory Tracking for Multiple Agricultural Vehicles.- Chapter 17. Autonomous Robots in Orchard Management: Present status and future trends.- Chapter 18. Comparing Soil Moisture Retrieval from Water Cloud Model and Neural Network Using PALSAR-2 for Oil Palm Estates.- Chapter 19. Development of a Recognition System for Spraying Areas from Unmanned Aerial Vehicles Using a Machine Learning Approach.- Chapter 20. Basal Stem Rot Disease Classification by Machine Learning Using Thermal Images and an Imbalanced Data Approach.- Chapter 21. Early Detection of Plant Disease Infection using Hyperspectral Data and Machine Learning.- Chapter 22. The Spectrum of Autonomous Machinery Development to Increase Agricultural Productivity for Achieving Society 5.0 in Japan.

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