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Rack, Kathrin and Koslow, Wadim and Rüttgers, Alexander (2023) Hotspot Detection of Coastal Regions. Helmholtz AI Conference 2023, 2023-06-12 - 2023-06-14, Hamburg, Deutschland.
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Abstract
The increasing sea level and number of extreme weather events due to the climate change, affects and imperils the coastal regions and with it the people and logistics located in these regions. In order to detect threatening trends, we develop an AI based hotspot detection software applying unsupervised methods.
| Item URL in elib: | https://elib.dlr.de/200377/ | ||||||||||||||||
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| Document Type: | Conference or Workshop Item (Poster) | ||||||||||||||||
| Title: | Hotspot Detection of Coastal Regions | ||||||||||||||||
| Authors: |
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| Date: | 2023 | ||||||||||||||||
| Refereed publication: | No | ||||||||||||||||
| Open Access: | No | ||||||||||||||||
| Gold Open Access: | No | ||||||||||||||||
| In SCOPUS: | No | ||||||||||||||||
| In ISI Web of Science: | No | ||||||||||||||||
| Status: | Published | ||||||||||||||||
| Keywords: | Machine learning, Autoencoder, Hotspots, Change Detection, SAR, Synthetic Aperture Radar | ||||||||||||||||
| Event Title: | Helmholtz AI Conference 2023 | ||||||||||||||||
| Event Location: | Hamburg, Deutschland | ||||||||||||||||
| Event Type: | national Conference | ||||||||||||||||
| Event Start Date: | 12 June 2023 | ||||||||||||||||
| Event End Date: | 14 June 2023 | ||||||||||||||||
| HGF - Research field: | Aeronautics, Space and Transport | ||||||||||||||||
| HGF - Program: | Space | ||||||||||||||||
| HGF - Program Themes: | Earth Observation | ||||||||||||||||
| DLR - Research area: | Raumfahrt | ||||||||||||||||
| DLR - Program: | R EO - Earth Observation | ||||||||||||||||
| DLR - Research theme (Project): | R - Impulse project Resilient supply infrastructure and flows of goods in the context of extreme weather events near the coast | ||||||||||||||||
| Location: | Köln-Porz | ||||||||||||||||
| Institutes and Institutions: | Institute of Software Technology > High-Performance Computing Institute of Software Technology | ||||||||||||||||
| Deposited By: | Rack, Dr. Kathrin | ||||||||||||||||
| Deposited On: | 06 Dec 2023 13:11 | ||||||||||||||||
| Last Modified: | 24 Apr 2024 21:00 |
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