Karoline Rummel

Address:

Leibniz-Institute for Baltic Sea Research
Seestrasse 15
D-18119 Rostock
Germany

Phone:

+49 381 5197 174

Fax:

+49 381 5197 440

E-Mail:

karonullline.rummel@iow.de

Orcid:

https://orcid.org/0009-0009-1329-2528

My Working Group : Estuarine and coastal ocean processes (ECOP)

Expertise

I am a PhD student in Physical Oceanography working on the physical processes in estuaries, especially salt intrusion. By means of numerical simulations with the General Estuarine Transport Model (GETM) I analyse anthropogenic and natural influencing factors on the salt transport.

Furthermore, I am interested in the application of machine learning methods to problems in coastal oceanography.

Publications

2025

Börgel, F., S. Karsten, K. Rummel and U. Gräwe (2025). From weather data to river runoff: using spatiotemporal convolutional networks for discharge forecasting. Geosci. Model Dev. 18: 2005-2019, doi: 10.5194/gmd-18-2005-2025

Rummel, K., T. Strauß, F. Lauer and U. Gräwe (2025). Real-Time Prediction of Salt Intrusion in Tidal Estuaries Using Long Short-Term Memory Networks. J. Geophys. Res., Mach. Learn. Comput. 2: e2025JH000768, doi: 10.1029/2025JH000768

Rummel, K., U. Gräwe, K. Klingbeil, P. Kolb, X. Li, L. Reese and H. Burchard (2025). Spatially Resolved Salt Intrusion Mechanisms in a Tidal Estuary and the Impact of Channel Deepening. J. Geophys. Res. Oceans 130: e2024JC022073, doi: 10.1029/2024JC022073