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Remote Sens. 2013, 5(11), 5598-5619; doi:10.3390/rs5115598
Article

A Multi-Scale Flood Monitoring System Based on Fully Automatic MODIS and TerraSAR-X Processing Chains

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Received: 15 September 2013; in revised form: 21 October 2013 / Accepted: 23 October 2013 / Published: 29 October 2013
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Abstract: A two-component fully automated flood monitoring system is described and evaluated. This is a result of combining two individual flood services that are currently under development at DLR’s (German Aerospace Center) Center for Satellite based Crisis Information (ZKI) to rapidly support disaster management activities. A first-phase monitoring component of the system systematically detects potential flood events on a continental scale using daily-acquired medium spatial resolution optical data from the Moderate Resolution Imaging Spectroradiometer (MODIS). A threshold set controls the activation of the second-phase crisis component of the system, which derives flood information at higher spatial detail using a Synthetic Aperture Radar (SAR) based satellite mission (TerraSAR-X). The proposed activation procedure finds use in the identification of flood situations in different spatial resolutions and in the time-critical and on demand programming of SAR satellite acquisitions at an early stage of an evolving flood situation. The automated processing chains of the MODIS (MFS) and the TerraSAR-X Flood Service (TFS) include data pre-processing, the computation and adaptation of global auxiliary data, thematic classification, and the subsequent dissemination of flood maps using an interactive web-client. The system is operationally demonstrated and evaluated via the monitoring two recent flood events in Russia 2013 and Albania/Montenegro 2013.
Keywords: TerraSAR-X; MODIS; flood; disaster; automatic thresholding; fuzzy logic; Web GIS; multi-scale monitoring; cloud shadow modeling TerraSAR-X; MODIS; flood; disaster; automatic thresholding; fuzzy logic; Web GIS; multi-scale monitoring; cloud shadow modeling
This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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MDPI and ACS Style

Martinis, S.; Twele, A.; Strobl, C.; Kersten, J.; Stein, E. A Multi-Scale Flood Monitoring System Based on Fully Automatic MODIS and TerraSAR-X Processing Chains. Remote Sens. 2013, 5, 5598-5619.

AMA Style

Martinis S, Twele A, Strobl C, Kersten J, Stein E. A Multi-Scale Flood Monitoring System Based on Fully Automatic MODIS and TerraSAR-X Processing Chains. Remote Sensing. 2013; 5(11):5598-5619.

Chicago/Turabian Style

Martinis, Sandro; Twele, André; Strobl, Christian; Kersten, Jens; Stein, Enrico. 2013. "A Multi-Scale Flood Monitoring System Based on Fully Automatic MODIS and TerraSAR-X Processing Chains." Remote Sens. 5, no. 11: 5598-5619.


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