rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Unlocking the secrets of soil
    sub title: applying AI and sensor technologies for sustainable land use
  name:
    name part: Weindorf, David C. (David Christian)
    role:
      role term: editor.
  name:
    name part: Chakraborty, Somsubhra
    name part: 1984-
    role:
      role term: editor.
  name:
    name part: Li, Bin
    name part: (Professor of statistics)
    role:
      role term: editor.
  name:
    name part: ScienceDirect (Online service)
  type of resource: text
  genre: bibliography
  genre: Electronic books.
  origin info:
    place:
      place term: ne
    date issued: 2025
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: remote
    extent: 1 online resource color illustrations
  abstract: 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.
  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.
  note: edited by David C. Weindorf, Somsubhra Chakraborty, Bin Li.
  note: includes bibliographical references and index.
  subject:
    topic: Soil science
    topic: Data processing
  subject:
    topic: Artificial intelligence
    topic: Agricultural applications
  subject:
    topic: Pédologie
    topic: Informatique
  subject:
    topic: Intelligence artificielle
    topic: Applications agricoles
  classification: S592.13
  classification: 631.40285/63
  related item:
    identifier: (OCoLC)1449548438
  related item:
    title info:
      title: Unlocking the Secrets of Soil
    name:
      name part: Weindorf, David C.
    origin info:
      publisher: Chantilly : Elsevier,c2025
  identifier: 9780443298806
  identifier: 0443298807
  identifier: 9780443298790
  identifier: 0443298793
  identifier: http://proxy.library.tamu.edu/login
  record info:
    record content source: YDX
    record creation date: 250321
    record change date: 20260327190319.4
    record identifier: in00005774713
    language of cataloging:
      language term: eng