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Helleis, Max and Wieland, Marc and Krullikowski, Christian and Martinis, Sandro and Plank, Simon Manuel (2022) Sentinel-1-based water and flood mapping: benchmarking convolutional neural networks against an operational rule-based processing chain. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 15, pp. 2023-2036. IEEE - Institute of Electrical and Electronics Engineers. doi: 10.1109/JSTARS.2022.3152127. ISSN 1939-1404.
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| Item URL in elib: | https://elib.dlr.de/187304/ | ||||||||||||||||||||||||
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| Document Type: | Article | ||||||||||||||||||||||||
| Title: | Sentinel-1-based water and flood mapping: benchmarking convolutional neural networks against an operational rule-based processing chain | ||||||||||||||||||||||||
| Authors: |
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| Date: | 2022 | ||||||||||||||||||||||||
| Journal or Publication Title: | IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing | ||||||||||||||||||||||||
| Refereed publication: | Yes | ||||||||||||||||||||||||
| Open Access: | Yes | ||||||||||||||||||||||||
| Gold Open Access: | Yes | ||||||||||||||||||||||||
| In SCOPUS: | Yes | ||||||||||||||||||||||||
| In ISI Web of Science: | Yes | ||||||||||||||||||||||||
| Volume: | 15 | ||||||||||||||||||||||||
| DOI: | 10.1109/JSTARS.2022.3152127 | ||||||||||||||||||||||||
| Page Range: | pp. 2023-2036 | ||||||||||||||||||||||||
| Publisher: | IEEE - Institute of Electrical and Electronics Engineers | ||||||||||||||||||||||||
| ISSN: | 1939-1404 | ||||||||||||||||||||||||
| Status: | Published | ||||||||||||||||||||||||
| Keywords: | Sentinel-1, machine learning, benchmark | ||||||||||||||||||||||||
| 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 - Remote Sensing and Geo Research | ||||||||||||||||||||||||
| Location: | Oberpfaffenhofen | ||||||||||||||||||||||||
| Institutes and Institutions: | German Remote Sensing Data Center > Geo Risks and Civil Security | ||||||||||||||||||||||||
| Deposited By: | Wieland, Dr Marc | ||||||||||||||||||||||||
| Deposited On: | 12 Jul 2022 11:31 | ||||||||||||||||||||||||
| Last Modified: | 19 Oct 2023 14:20 |
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