Integrating Data Science and Earth Science
Challenges and Solutions
Published on 15. July 2022
Book
Paperback/Softback
XIV, 148 pages
978-3-030-99545-4 (ISBN)
Description
This open access book presents the results of three years collaboration between earth scientists and data scientist, in developing and applying data science methods for scientific discovery. The book will be highly beneficial for other researchers at senior and graduate level, interested in applying visual data exploration, computational approaches and scientifc workflows.
More details
Series
Edition
1st ed. 2022
Language
English
Place of publication
Cham
Switzerland
Publishing group
Springer International Publishing
Target group
Professional and scholarly
Illustrations
47 farbige Abbildungen
XIV, 148 p. 47 illus. in color.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 10 mm
Weight
260 gr
ISBN-13
978-3-030-99545-4 (9783030995454)
DOI
10.1007/978-3-030-99546-1
Schweitzer Classification
Other editions
Additional editions
Laurens Bouwer | Doris Dransch | Roland Ruhnke
Integrating Data Science and Earth Science
Challenges and Solutions
Book
06/2022
Springer
Unfortunately, price unknown
The article will not be published
Content
Data Science and Earth System Science.- The Digital Earth project: focus and agenda.- Data analysis and exploration with visual approaches.- Data analysis and exploration with computational approaches.- Data analysis and exploration with scientific workflows.- The Digital Earth SMART monitoring concept and tools.- Interdisciplinary collaboration.- Evaluating the success of the Digital Earth project.- Lessons learned in the Digital Earth project.