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An automatic system for near-real time flood extent and duration mapping based on multi-sensor satellite data

Martinis, Sandro and Wieland, Marc and Rättich, Michaela (2021) An automatic system for near-real time flood extent and duration mapping based on multi-sensor satellite data. In: Earth Observation for Flood Applications Elsevier. pp. 7-37. doi: 10.1016/C2019-0-00067-2. ISBN 978-0-12-819412-6.

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Official URL: https://www.sciencedirect.com/book/9780128194126/earth-observation-for-flood-applications

Abstract

This chapter presents an automatic and operational system for near real-time mapping of flood extent and duration using multi-sensor satellite data. The system is based on four processing chains for the derivation of the flood extent from Sentinel-1 and TerraSAR-X radar as well as from optical Sentinel-2 and Landsat satellite data. While the systematic acquisition of Sentinel-1 and optical data allows a continuous monitoring of inundated areas at an interval of a few days, the TerraSAR-X flood service can be activated on-demand in case of emergency situations. All processing chains contain the following generic steps: data ingestion, preprocessing of satellite data, computation and adaption of global auxiliary data, classification, and dissemination of the crisis information via web-services. Flood duration layers are generated to indicate the temporal stability and evolution of inundation events. The flood mapping system is demonstrated on a flood situation in Mozambique caused by cyclone Idai in 2019.

Item URL in elib:https://elib.dlr.de/142595/
Document Type:Book Section
Title:An automatic system for near-real time flood extent and duration mapping based on multi-sensor satellite data
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Martinis, SandroUNSPECIFIEDhttps://orcid.org/0000-0002-6400-361XUNSPECIFIED
Wieland, MarcUNSPECIFIEDhttps://orcid.org/0000-0002-1155-723XUNSPECIFIED
Rättich, MichaelaUNSPECIFIEDhttps://orcid.org/0009-0006-6631-5496UNSPECIFIED
Date:2021
Journal or Publication Title:Earth Observation for Flood Applications
Refereed publication:Yes
Open Access:No
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
DOI:10.1016/C2019-0-00067-2
Page Range:pp. 7-37
Editors:
EditorsEmailEditor's ORCID iDORCID Put Code
Schumann, Guy J.-P.RSS-HydroUNSPECIFIEDUNSPECIFIED
Publisher:Elsevier
ISBN:978-0-12-819412-6
Status:Published
Keywords:Flood extent, flood duration, Sentinel-1, Sentinel-2, TerraSAR-X, Landsat
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: Martinis, Sandro
Deposited On:12 Jul 2021 09:59
Last Modified:28 Mar 2023 23:59

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