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: Mathematics Probability & statistics Earth sciences Databases

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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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