GEOMAR Conference & Event Management

18. Juni 2025
GEOMAR - Standort Ostufer / GEOMAR - East Shore
Europe/Berlin Zeitzone

Water Level Prediction in Marinas: Machine Learning Approaches

18.06.2025, 17:46
12m
5-1.213 - Rechte Seite - Großer, unterteilbarer Konferenzraum (GEOMAR - Standort Ostufer / GEOMAR - East Shore)

5-1.213 - Rechte Seite - Großer, unterteilbarer Konferenzraum

GEOMAR - Standort Ostufer / GEOMAR - East Shore

Wischhofstr. 1-3 24148 Kiel
18
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Talk

Sprecher

Marco Banzhaf (FFT)

Beschreibung

This presentation highlights the significance of storm surges in marinas on the Baltic Sea. It
uses the storm surge of 2023 as a case study and discusses the forecasting methods used
by the Federal Maritime and Hydrographic Agency. The speaker explains the mechanisms
of storm surges to improve understanding, examines the application of machine learning
techniques for storm surge prediction, and presents the data sets used. He addresses
challenges such as data volume and computational effort for training and validating models
and demonstrates the advantages of machine learning.

Autor

Co-Autoren

Florian Schütte (FB1 - Physikalische Ozeanographie) Dr. Stephan Doerfel (FH Kiel)

Präsentationsmaterialien

Es gibt derzeit keine Materialien.