Unlocking the Secrets of Soil: Applying AI and Sensor Technologies for Sustainable Land Use
Editat de David C. Weindorf, Somsubhra Chakraborty, Bin Lien Limba Engleză Paperback – mar 2025
- Provides an integration of AI and Sensor technologies
- Highlights the importance of sustainable land use and the role that modern technologies can play in achieving this goal
- Presents an interdisciplinary approach, drawing on expertise from various fields such as agriculture, environmental science, and computer science
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Specificații
ISBN-13: 9780443298790
ISBN-10: 0443298793
Pagini: 400
Dimensiuni: 191 x 235 mm
Editura: ELSEVIER SCIENCE
ISBN-10: 0443298793
Pagini: 400
Dimensiuni: 191 x 235 mm
Editura: ELSEVIER SCIENCE
Cuprins
1. Introduction
2. Fundamentals of Soil Characterization
3. Sensor-based Soil Characterization Techniques
4. Machine Learning and AI Techniques
5. Applications of Machine Learning and AI in Soil Science
6. Image Acquisition and Processing Techniques
7. Applications of Machine Learning and AI in Image-Based Soil characterization
8. Applications of Sensor + AI based Soil Characterization
9. Case Studies
10. Conclusion and Future Directions
2. Fundamentals of Soil Characterization
3. Sensor-based Soil Characterization Techniques
4. Machine Learning and AI Techniques
5. Applications of Machine Learning and AI in Soil Science
6. Image Acquisition and Processing Techniques
7. Applications of Machine Learning and AI in Image-Based Soil characterization
8. Applications of Sensor + AI based Soil Characterization
9. Case Studies
10. Conclusion and Future Directions