Integrating Data Science and Earth Science
Challenges and Solutions
Seiten
2022
|
1st ed. 2022
Springer International Publishing (Verlag)
978-3-030-99545-4 (ISBN)
Springer International Publishing (Verlag)
978-3-030-99545-4 (ISBN)
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.
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.
| Erscheinungsdatum | 16.07.2022 |
|---|---|
| Reihe/Serie | SpringerBriefs in Earth System Sciences |
| Zusatzinfo | XIV, 148 p. 47 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 242 g |
| Themenwelt | Naturwissenschaften ► Geowissenschaften ► Geologie |
| Schlagworte | Computational data exploration • Digital Earth • machine learning • open access • SMART monitoring • visual data exploration |
| ISBN-10 | 3-030-99545-3 / 3030995453 |
| ISBN-13 | 978-3-030-99545-4 / 9783030995454 |
| Zustand | Neuware |
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