DocumentCode :
142942
Title :
Water extent monitoring and water level estimation using multi-frequency, multi-polarized, and multi-temporal SAR data
Author :
Schmitt, Andreas ; Wendleder, Anna ; Roth, Achim ; Brisco, Brian
Author_Institution :
German Remote Sensing Data Center (DFD), German Aerosp. Center (DLR), Wessling, Germany
fYear :
2014
fDate :
13-18 July 2014
Firstpage :
1175
Lastpage :
1178
Abstract :
The monitoring of wetlands and water extents plays more and more an important key role with respect to climate change. In this paper, a novel technique of SAR image preprocessing using multi-temporal, multi-polarized and multisensor data is described. This technique bases on the Kennaugh element framework which is a very versatile polarimetric descriptor on the one hand and enables an effective image enhancement technique on the other hand. The two practical examples given in this paper illustrate further advantages of the Kennaugh element framework in change detection and change characterization used for the monitoring of temporal variations of the water extent and therewith, the water level and the water quantity.
Keywords :
climatology; environmental monitoring (geophysics); geophysical image processing; hydrological techniques; image enhancement; radar imaging; radar polarimetry; sensor fusion; synthetic aperture radar; wetlands; Kennaugh element framework; SAR image preprocessing; change characterization; change detection; climate change; image enhancement technique; multifrequency SAR data; multipolarized SAR data; multisensor data; multitemporal SAR data; temporal variation monitoring; versatile polarimetric descriptor; water extent monitoring; water level estimation; water quantity; wetland monitoring; Backscatter; Monitoring; Noise; Remote sensing; Scattering; Synthetic aperture radar; Water resources; Kennaugh Decomposition; SAR processing system; water monitoring; wetland;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2014 IEEE International
Conference_Location :
Quebec City, QC
Type :
conf
DOI :
10.1109/IGARSS.2014.6946640
Filename :
6946640
Link To Document :
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