Details zur Publikation |
| Kategorie | Textpublikation |
| Referenztyp | Buchkapitel |
| DOI | 10.1007/978-3-030-99546-1_1 |
Lizenz  |
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| Titel (primär) | Data science and Earth system science |
| Titel (sekundär) | Integrating data science and earth science. Challenges and solutions |
| Autor | zu Castell, W.; Ruhnke, R.; Bouwer, L.M.; Brix, H.; Dietrich, P.
; Dransch, D.; Frickenhaus, S.; Greinert, J.; Petzold, A. |
| Herausgeber | Bouwer, L.M.; Dransch, D.; Ruhnke, R.; Rechid, D.; Frickenhaus, S.; Greinert, J. |
| Quelle | SpringerBriefs in Earth System Sciences |
| Erscheinungsjahr | 2022 |
| Department | ENVINF; MET |
| Seite von | 1 |
| Seite bis | 6 |
| Sprache | 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. |
| dauerhafte UFZ-Verlinkung | 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 |
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