Martinis, Sandro und Wieland, Marc und Rättich, Michaela und Böhnke, Christian und Riedlinger, Torsten (2020) Automatic near-real time flood extent and duration mapping based on multi-sensor Earth Observation data. In: 2020 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2020, Seiten 3243-3246. International Geoscience and Remote Sensing Symposium (IGARSS), 2020-09-26 - 2020-10-02, Hawaii, USA. doi: 10.1109/igarss39084.2020.9324295. ISBN 978-172816374-1. ISSN 2153-6996.
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Offizielle URL: https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9324295
Kurzfassung
In order to support disaster management activities related to flood situations, an automatic system for near-real time mapping of flood extent and duration using multi-sensor satellite data is developed. The system is based on four fully automatic processing chains for the derivation of the inundation extent from Sentinel-1 and TerraSAR-X radar as well as from optical Sentinel-2 and Landsat data. While the systematic acquisition plan of the Sentinel-1/2 and Landsat satellites allows a continuous monitoring of inundated areas at an interval of a few days, the TerraSAR-X processing chain has to be triggered on-demand over the disaster-affected areas. Beside flood extent masks, flood duration products are generated to indicate the temporal stability and evolution of flood events. The flood monitoring system is demonstrated on a severe flood situation in Mozambique related to cyclone Idai in 2019.
elib-URL des Eintrags: | https://elib.dlr.de/136400/ | ||||||||||||||||||||||||
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Dokumentart: | Konferenzbeitrag (Vortrag) | ||||||||||||||||||||||||
Titel: | Automatic near-real time flood extent and duration mapping based on multi-sensor Earth Observation data | ||||||||||||||||||||||||
Autoren: |
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Datum: | 2020 | ||||||||||||||||||||||||
Erschienen in: | 2020 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2020 | ||||||||||||||||||||||||
Referierte Publikation: | Ja | ||||||||||||||||||||||||
Open Access: | Ja | ||||||||||||||||||||||||
Gold Open Access: | Nein | ||||||||||||||||||||||||
In SCOPUS: | Ja | ||||||||||||||||||||||||
In ISI Web of Science: | Ja | ||||||||||||||||||||||||
DOI: | 10.1109/igarss39084.2020.9324295 | ||||||||||||||||||||||||
Seitenbereich: | Seiten 3243-3246 | ||||||||||||||||||||||||
ISSN: | 2153-6996 | ||||||||||||||||||||||||
ISBN: | 978-172816374-1 | ||||||||||||||||||||||||
Status: | veröffentlicht | ||||||||||||||||||||||||
Stichwörter: | Flood extent, flood duration, Sentinel-1, Sentinel-2, TerraSAR-X, Landsat, CNN | ||||||||||||||||||||||||
Veranstaltungstitel: | International Geoscience and Remote Sensing Symposium (IGARSS) | ||||||||||||||||||||||||
Veranstaltungsort: | Hawaii, USA | ||||||||||||||||||||||||
Veranstaltungsart: | internationale Konferenz | ||||||||||||||||||||||||
Veranstaltungsbeginn: | 26 September 2020 | ||||||||||||||||||||||||
Veranstaltungsende: | 2 Oktober 2020 | ||||||||||||||||||||||||
HGF - Forschungsbereich: | Luftfahrt, Raumfahrt und Verkehr | ||||||||||||||||||||||||
HGF - Programm: | Raumfahrt | ||||||||||||||||||||||||
HGF - Programmthema: | Erdbeobachtung | ||||||||||||||||||||||||
DLR - Schwerpunkt: | Raumfahrt | ||||||||||||||||||||||||
DLR - Forschungsgebiet: | R EO - Erdbeobachtung | ||||||||||||||||||||||||
DLR - Teilgebiet (Projekt, Vorhaben): | R - Fernerkundung u. Geoforschung | ||||||||||||||||||||||||
Standort: | Oberpfaffenhofen | ||||||||||||||||||||||||
Institute & Einrichtungen: | Deutsches Fernerkundungsdatenzentrum > Georisiken und zivile Sicherheit | ||||||||||||||||||||||||
Hinterlegt von: | Martinis, Sandro | ||||||||||||||||||||||||
Hinterlegt am: | 19 Nov 2020 11:22 | ||||||||||||||||||||||||
Letzte Änderung: | 24 Apr 2024 20:38 |
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