Data Science and Earth System Science.

von Castell, Wolfgang, Ruhnke, Roland, Bouwer, Laurens M., Brix, Holger, Dietrich, Peter, Dransch, Doris, Frickenhaus, Stephan, Greinert, Jens and Petzold, Andreas (2022) Data Science and Earth System Science. Open Access In: Integrating Data Science and Earth Science. , ed. by Bouwer, Laurens M., Dransch, Doris, Ruhnke, Roland, Rechid, Diana, Frickenhaus, Stephan and Greinert, Jens. SpringerBriefs in Earth System Sciences . Springer, Cham, pp. 1-6, 36 pp. ISBN 978-3-030-99546-1 DOI 10.1007/978-3-030-99546-1_1.

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Abstract

Data-driven science has turned into a fourth fundamental paradigm of performing research. Earth System Science, following a holistic approach in unraveling the complex network of processes and interactions shaping system Earth, particularly profits from embracing data-driven approaches next to observation and modeling. At the end, increasing digitalization of Earth sciences will lead to cultural transformation towards a Digital Earth Culture.

Document Type: Book chapter
Keywords: Data analysis, Data exploration, Earth System Science, Data science, Digitalization, Machine learning
Research affiliation: HGF-FZJ
HGF-HMGU
HGF-UFZ
OceanRep > GEOMAR > FB2 Marine Biogeochemistry > FB2-MG Marine Geosystems
HGF-KIT
OceanRep > GEOMAR > FB2 Marine Biogeochemistry > FB2-MG Marine Geosystems > DeepSea Monitoring
HGF-Hereon
HGF-AWI
HGF-GFZ
Main POF Topic: PT6: Marine Life
Publisher: Springer
Date Deposited: 09 Dec 2022 13:57
Last Modified: 09 Dec 2022 14:07
URI: https://oceanrep.geomar.de/id/eprint/57450

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