Machine Learning for Planetary Science

preview-18
  • Machine Learning for Planetary Science Book Detail

  • Author : Joern Helbert
  • Release Date : 2022-03-22
  • Publisher : Elsevier
  • Genre : Science
  • Pages : 234
  • ISBN 13 : 0128187220
  • File Size : 78,78 MB

Machine Learning for Planetary Science by Joern Helbert PDF Summary

Book Description: Machine Learning for Planetary Science presents planetary scientists with a way to introduce machine learning into the research workflow as increasingly large nonlinear datasets are acquired from planetary exploration missions. The book explores research that leverages machine learning methods to enhance our scientific understanding of planetary data and serves as a guide for selecting the right methods and tools for solving a variety of everyday problems in planetary science using machine learning. Illustrating ways to employ machine learning in practice with case studies, the book is clearly organized into four parts to provide thorough context and easy navigation. The book covers a range of issues, from data analysis on the ground to data analysis onboard a spacecraft, and from prioritization of novel or interesting observations to enhanced missions planning. This book is therefore a key resource for planetary scientists working in data analysis, missions planning, and scientific observation. - Includes links to a code repository for sharing codes and examples, some of which include executable Jupyter notebook files that can serve as tutorials - Presents methods applicable to everyday problems faced by planetary scientists and sufficient for analyzing large datasets - Serves as a guide for selecting the right method and tools for applying machine learning to particular analysis problems - Utilizes case studies to illustrate how machine learning methods can be employed in practice

Disclaimer: www.yourbookbest.com does not own Machine Learning for Planetary Science books pdf, neither created or scanned. We just provide the link that is already available on the internet, public domain and in Google Drive. If any way it violates the law or has any issues, then kindly mail us via contact us page to request the removal of the link.

Machine Learning for Planetary Science

Machine Learning for Planetary Science

File Size : 23,23 MB
Total View : 2033 Views
DOWNLOAD

Machine Learning for Planetary Science presents planetary scientists with a way to introduce machine learning into the research workflow as increasingly large n