Integrating Data Science and Earth Science Challenges and Solutions /

Integrating Data Science and Earth Science Challenges and Solutions /

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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...

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Bibliographic Details
Corporate Author: SpringerLink (Online service)
Other Authors: Bouwer, Laurens M. (Editor), Dransch, Doris (Editor), Ruhnke, Roland (Editor), Rechid, Diana (Editor), Frickenhaus, Stephan (Editor), Greinert, Jens (Editor)
Format: Electronic eBook
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2022.
Edition:1st ed. 2022.
Series:SpringerBriefs in Earth System Sciences,
Subjects:
Earth sciences.
Artificial intelligence > Data processing.
Statistics .
Mathematics.
Earth Sciences.
Data Science.
Statistics.
Online Access:Link to Metadata
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Table of Contents:
  • 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.

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