Unlocking the secrets of soil : applying AI and sensor technologies for sustainable land use /

A comprehensive guide to the latest advances in soil characterization. This book explores the role of sensors and artificial intelligence in improving soil management practices and supporting sustainable land use. Through detailed descriptions of sensor and AI-based techniques for measuring physical...

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Bibliographic Details
Corporate Author:	ScienceDirect (Online service)
Other Authors:	Weindorf, David C. (David Christian) (Editor), Chakraborty, Somsubhra, 1984- (Editor), Li, Bin (Professor of statistics) (Editor)
Format:	eBook
Language:	English
Published:	Amsterdam : Elsevier, [2025]
Subjects:	Soil science > Data processing. Artificial intelligence > Agricultural applications. Pédologie > Informatique. Intelligence artificielle > Applications agricoles. Electronic books.
Online Access:	Connect to the full text of this electronic book

Table of Contents:

Chapter 1. Introduction
Chapter 2. Fundamentals of soil characterization
Chapter 3. Sensor-based soil characterization techniques
Chapter 4. Machine learning and AI techniques
Chapter 5. Applications of machine learning and artificial intelligence in soil science
Chapter 6. Image acquisition and processing techniques
Chapter 7. Sensing and geotechnologies for soil characterization
Chapter 8. Applications of soil sensors
Chapter 9. Conclusion and future directions
Index.