Integrating Data Science and Earth Science : Challenges and Solutions
1st ed. 2022
Book Details
Format
Paperback / Softback
Book Series
SpringerBriefs in Earth System Sciences
ISBN-10
3030995453
ISBN-13
9783030995454
Edition
1st ed. 2022
Publisher
Springer Nature Switzerland AG
Imprint
Springer Nature Switzerland AG
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Jul 15th, 2022
Print length
148 Pages
Product Classification:
MathematicsProbability & statisticsEarth sciencesDatabases
Ksh 4,500.00
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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.
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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