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Integrating Data Science and Earth Science: Challenges and Solutions de Laurens M. Bouwer

Integrating Data Science and Earth Science: Challenges and Solutions: SpringerBriefs in Earth System Sciences

Editat de Laurens M. Bouwer, Doris Dransch, Roland Ruhnke, Diana Rechid, Stephan Frickenhaus, Jens Greinert
en Limba Engleză Paperback – 15 iul 2022
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.
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Specificații

ISBN-13: 9783030995454
ISBN-10: 3030995453
Pagini: 148
Ilustrații: XIV, 148 p. 47 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.24 kg
Ediția:1st ed. 2022
Editura: Springer International Publishing
Colecția Springer
Seria SpringerBriefs in Earth System Sciences

Locul publicării:Cham, Switzerland

Cuprins

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.

Caracteristici

Contains various examples and applications of visual data exploration and computational approaches Includes a framework and its application for the evaluation of the success of research projects Provides in depth examples of SMART monitoring and data FAIRness