Details zur Publikation

Kategorie Textpublikation
Referenztyp Buchkapitel
DOI 10.1007/978-3-030-99546-1_5
Lizenz creative commons licence
Titel (primär) Data analysis and exploration with scientific workflows
Titel (sekundär) Integrating data science and earth science. Challenges and solutions
Autor Dransch, D.; Eggert, D.; Abraham, N.; Bouwer, L.M.; Brix, H.; Callies, U.; Kalbacher, T.; Lüdtke, S.; Merz, B.; Nam, C.; Nixdorf, E.; Rabe, D.; Rechid, D.; Schröter, K.; Tiedje, B.; Wendi, D.; Wichert, V.
Herausgeber Bouwer, L.M.; Dransch, D.; Ruhnke, R.; Rechid, D.; Frickenhaus, S.; Greinert, J.
Quelle SpringerBriefs in Earth System Sciences
Erscheinungsjahr 2022
Department ENVINF
Seite von 55
Seite bis 84
Sprache englisch
Topic T5 Future Landscapes
Keywords Workflow; Digitalization; Component-based software; Software engineering; Reusability; Data Science
Abstract Geoscientific data analysis has to face some challenges regarding seamless data analysis chains, reuse of methods and tools, interdisciplinary approaches and digitalization. Computer science and data science offer concepts to face these challenges. We took the concepts of scientific workflows and component-based software engineering and adapted it to the field of geoscience. In close collaboration of computer and geo-experts, we set up an expedient approach and technology to develop and implement scientific workflows on a conceptual and digital level. We applied the approach in the showcase “Cross-disciplinary Investigation of Flood Events” to introduce and prove the concepts in our geoscientific work environment, and assess how the approach tackles the posed challenges. This is exemplarily demonstrated with the Flood Event Explorer which has been developed in Digital Earth.
dauerhafte UFZ-Verlinkung
Dransch, D., Eggert, D., Abraham, N., Bouwer, L.M., Brix, H., Callies, U., Kalbacher, T., Lüdtke, S., Merz, B., Nam, C., Nixdorf, E., Rabe, D., Rechid, D., Schröter, K., Tiedje, B., Wendi, D., Wichert, V. (2022):
Data analysis and exploration with scientific workflows
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. 55 - 84 10.1007/978-3-030-99546-1_5