Publication Details

Category Text Publication
Reference Category Book chapters
DOI 10.1007/978-3-030-99546-1_1
Licence creative commons licence
Title (Primary) Data science and Earth system science
Title (Secondary) Integrating data science and earth science. Challenges and solutions
Author zu Castell, W.; Ruhnke, R.; Bouwer, L.M.; Brix, H.; Dietrich, P. ORCID logo ; Dransch, D.; Frickenhaus, S.; Greinert, J.; Petzold, A.
Publisher Bouwer, L.M.; Dransch, D.; Ruhnke, R.; Rechid, D.; Frickenhaus, S.; Greinert, J.
Source Titel SpringerBriefs in Earth System Sciences
Year 2022
Department ENVINF; MET
Page From 1
Page To 6
Language englisch
Topic T5 Future Landscapes
Keywords Data analysis; Data exploration; Earth System Science; Data science; Digitalization; Machine learning
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.
Persistent UFZ Identifier https://www.ufz.de/index.php?en=20939&ufzPublicationIdentifier=26439
zu Castell, W., Ruhnke, R., Bouwer, L.M., Brix, H., Dietrich, P., Dransch, D., Frickenhaus, S., Greinert, J., Petzold, A. (2022):
Data science and Earth system science
In: Bouwer, L.M., Dransch, D., Ruhnke, R., Rechid, D., Frickenhaus, S., Greinert, J. (eds.)
Integrating data science and earth science. Challenges and solutions
SpringerBriefs in Earth System Sciences
Springer International Publishing, Cham, p. 1 - 6 10.1007/978-3-030-99546-1_1