Integrating Data Science and Earth Science
Challenges and Solutions
Published on 30. June 2022
Book
Paperback/Softback
XV, 110 pages
978-3-030-99548-5 (ISBN)
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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 and computational methods as well as scientifc workflows for data exploration.
More details
Series
Edition
1st ed. 2022
Language
English
Place of publication
Cham
Switzerland
Publishing group
Springer International Publishing
Illustrations
45
10 s/w Abbildungen, 45 farbige Abbildungen
XV, 110 p. 55 illus., 45 illus. in color.
Dimensions
Height: 23.5 cm
Width: 15.5 cm
ISBN-13
978-3-030-99548-5 (9783030995485)
Schweitzer Classification
Other editions
Additional editions
Laurens M. Bouwer | Doris Dransch | Roland Ruhnke
Integrating Data Science and Earth Science
Challenges and Solutions
Book
07/2022
Springer
€32.09
Shipment within 7-9 days
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.