Repository logo

Infoscience

  • English
  • French
Log In
Logo EPFL, École polytechnique fédérale de Lausanne

Infoscience

  • English
  • French
Log In
  1. Home
  2. Academic and Research Output
  3. Books and Book parts
  4. Deep Learning for the Earth Sciences: A Comprehensive Approach to Remote Sensing, Climate Science, and Geosciences
 
book/monograph

Deep Learning for the Earth Sciences: A Comprehensive Approach to Remote Sensing, Climate Science, and Geosciences

Camps-Valls, Gustau
•
Tuia, Devis  
•
Zhu, Xiao Xiang
Show more
Camps-Valls, Gustau
•
Tuia, Devis  
Show more
2021

Deep learning is a fundamental technique in modern Artificial Intelligence and is being applied to disciplines across the scientific spectrum; earth science is no exception. Yet, the link between deep learning and Earth sciences has only recently entered academic curricula and thus has not yet proliferated. Deep Learning for the Earth Sciences delivers a unique perspective and treatment of the concepts, skills, and practices necessary to quickly become familiar with the application of deep learning techniques to the Earth sciences. The book prepares readers to be ready to use the technologies and principles described in their own research.

  • Details
  • Metrics
Type
book/monograph
ISBN

978-1-119646-14-3

978-1-119646-18-1

DOI
10.1002/9781119646181
Author(s)
Camps-Valls, Gustau
Tuia, Devis  
Zhu, Xiao Xiang
Reichstein, Markus
Editors
Camps-Valls, Gustau
•
Tuia, Devis  
•
Zhu, Xiao Xiang
•
Reichstein, Markus
Date Issued

2021

Publisher

Wiley

Total of pages

432

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
ECEO  
Available on Infoscience
January 31, 2022
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/184833
Logo EPFL, École polytechnique fédérale de Lausanne
  • Contact
  • infoscience@epfl.ch

  • Follow us on Facebook
  • Follow us on Instagram
  • Follow us on LinkedIn
  • Follow us on X
  • Follow us on Youtube
AccessibilityLegal noticePrivacy policyCookie settingsEnd User AgreementGet helpFeedback

Infoscience is a service managed and provided by the Library and IT Services of EPFL. © EPFL, tous droits réservés