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...

Full description

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:
Online Access:Connect to the full text of this electronic book

MARC

Tag First Indicator Second Indicator Subfields
LEADER 00000cam a2200000 i 4500
001 in00005774713
005 20260327190319.4
006 m o d
007 cr |n|||||||||
008 250321s2025 ne a ob 001 0 eng d
040 |a YDX  |b eng  |e rda  |c YDX  |d OPELS  |d OCLCO  |d UKMGB  |d VGM  |d UKAHL  |d EBLCP  |d EMU  |d MYG  |d Z@L  |d N$T 
015 |a GBC502187  |2 bnb 
016 7 |a 300478135  |2 Uk 
019 |a 1511110279 
020 |a 9780443298806  |q (electronic bk.) 
020 |a 0443298807  |q (electronic bk.) 
020 |z 9780443298790 
020 |z 0443298793 
024 8 |a CIPO000187155 
035 |a (OCoLC)1510196471  |z (OCoLC)1511110279 
050 4 |a S592.13 
082 0 4 |a 631.40285/63  |2 23/eng/20250408 
049 |a TXAM 
245 0 0 |a Unlocking the secrets of soil :  |b applying AI and sensor technologies for sustainable land use /  |c edited by David C. Weindorf, Somsubhra Chakraborty, Bin Li. 
264 1 |a Amsterdam :  |b Elsevier,  |c [2025] 
300 |a 1 online resource  |b color illustrations 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
504 |a includes bibliographical references and index. 
505 0 |a 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. 
520 |a 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, chemical, and biological soil properties, readers will gain a deep understanding of the tools and technologies available for soil characterization. The book also covers the latest machine learning algorithms and image processing for analyzing soil data and making informed decisions about land use. This book is an essential resource for researchers, practitioners, and students interested in the intersection of AI and sensor technologies for soil management and sustainability. 
650 0 |a Soil science  |x Data processing. 
650 0 |a Artificial intelligence  |x Agricultural applications. 
650 6 |a Pédologie  |x Informatique. 
650 6 |a Intelligence artificielle  |x Applications agricoles. 
655 7 |a Electronic books.  |2 local 
700 1 |a Weindorf, David C.  |q (David Christian),  |e editor.  |1 https://id.oclc.org/worldcat/entity/E39PCjt3CPcgyddtTDp8FHCjkC 
700 1 |a Chakraborty, Somsubhra,  |d 1984-  |e editor.  |1 https://id.oclc.org/worldcat/entity/E39PCjyr6rKxhmC9FRWbgbvyV3  |1 https://isni.org/isni/0000000399488327 
700 1 |a Li, Bin  |c (Professor of statistics),  |e editor.  |1 https://id.oclc.org/worldcat/entity/E39PCjM7yGth4BDV6fxW38mBdP 
710 2 |a ScienceDirect (Online service) 
776 0 8 |i Print version:  |z 0443298793  |z 9780443298790  |w (OCoLC)1449548438 
776 0 8 |i Print version:  |a Weindorf, David C.  |t Unlocking the Secrets of Soil  |d Chantilly : Elsevier,c2025  |z 9780443298790 
856 4 0 |u http://proxy.library.tamu.edu/login?url=https://www.sciencedirect.com/science/book/9780443298790  |z Connect to the full text of this electronic book  |t 0 
955 |a Elsevier ScienceDirect 2026-2027 
994 |a 92  |b TXA 
999 f f |i 947a0f3b-b6dc-4dde-b88d-f1caaa706630  |s 2373235f-bb3e-4032-8eb9-d0bc970161cd  |t 0 
952 f f |a Texas A&M University  |b College Station  |c Electronic Resources  |s www_evans  |d Available Online  |t 0  |e S592.13   |h Library of Congress classification 
998 f f |a S592.13   |t 0  |l Available Online