Unlocking the Secrets of Soil
portes grátis
Unlocking the Secrets of Soil
Applying AI and Sensor Technologies for Sustainable Land Use
Li, Bin; Chakraborty, Somsubhra; Weindorf, David C.
Elsevier - Health Sciences Division
03/2025
400
Mole
Inglês
9780443298790
15 a 20 dias
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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
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Soil characterization; Pedology; Pedometrics; Sensors; Proximal sensing; Remote sensing; AI in soil science; Soil security; Image processing; Digital soil mapping; Machine learning; Digital camera; Image data management; Remote sensing; Proximal sensing; Machine learning; Data fusion; Soil sensors; Precision agriculture; Proximal soil sensing; Remote sensing; Soil monitoring; Soil analysis; Artificial intelligence approach; Sensor data fusion; Data management; Soil characterization; Sensor technology; Precision agriculture; Machine learning; Artificial intelligence; Soil fertility; Data-driven agriculture; Site-specific management; Soil security; Green chemistry; Soil inference system; Big data analysis; Data visualization; Model selection; Model validation; Precision agriculture; Soil science; Field methods; Laboratory methods; Soil characterization; Soil classification; Soil variability; Soil mapping; Proximal sensing; Remote sensing; Soil health; Pedometrics
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
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Soil characterization; Pedology; Pedometrics; Sensors; Proximal sensing; Remote sensing; AI in soil science; Soil security; Image processing; Digital soil mapping; Machine learning; Digital camera; Image data management; Remote sensing; Proximal sensing; Machine learning; Data fusion; Soil sensors; Precision agriculture; Proximal soil sensing; Remote sensing; Soil monitoring; Soil analysis; Artificial intelligence approach; Sensor data fusion; Data management; Soil characterization; Sensor technology; Precision agriculture; Machine learning; Artificial intelligence; Soil fertility; Data-driven agriculture; Site-specific management; Soil security; Green chemistry; Soil inference system; Big data analysis; Data visualization; Model selection; Model validation; Precision agriculture; Soil science; Field methods; Laboratory methods; Soil characterization; Soil classification; Soil variability; Soil mapping; Proximal sensing; Remote sensing; Soil health; Pedometrics
