Description

Book Synopsis
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.


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.

Integrating Data Science and Earth Science:

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£23.74

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Order before 4pm today for delivery by Mon 26 Jan 2026.

A Paperback / softback by Laurens M. Bouwer, Doris Dransch, Roland Ruhnke

15 in stock


    View other formats and editions of Integrating Data Science and Earth Science: by Laurens M. Bouwer

    Publisher: Springer Nature Switzerland AG
    Publication Date: 15/07/2022
    ISBN13: 9783030995454, 978-3030995454
    ISBN10: 3030995453
    Also in:
    Databases / Data management Earth sciences Probability and statistics

    Description

    Book Synopsis
    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.


    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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