Title Integrating data science and earth science : challenges and solutions / Laurens M. Bouwer, Doris Dransch, Roland Ruhnke, Diana Rechid, Stephan Frickenhaus, Jens Greinert, editors

Published Cham, Switzerland : Springer, 2022

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Description 1 online resource (xiv, 148 pages) : color illustrations Series SpringerBriefs in earth system sciences, 2191-5903 SpringerBriefs in earth system sciences, 2191-5903 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 Summary 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 Notes Online resource; title from PDF title page (SpringerLink, viewed July 20, 2022) Subject Earth sciences -- Data processing. Big data. Big data Earth sciences -- Data processing Form Electronic book Author Bouwer, Laurens M. editor Dransch, Doris, editor. Ruhnke, Roland, editor Rechid, Diana, editor Frickenhaus, Stephan, editor Greinert, Jens, editor ISBN 9783030995461 3030995461 9788303099549 830309954X

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