Title :
A full exploitation of the enhanced SBAS-DInSAR approach in volcanic and seismogenic areas
Author :
Lanari, R. ; Manzo, Mario ; Pepe, A. ; Yang, Yi ; Tizzani, P. ; Zeni, G.
Author_Institution :
Ist. per il Rilevamento Elettromagnetico dell´Ambiente, Naples, Italy
Abstract :
We present an enhanced version of the SBAS-DInSAR processing chain, which complements the conventional SBAS codes with a simple noise-filtering procedure that allows us to mitigate noise artifacts affecting the sequence of multi-look (multi-temporal) small baseline interferograms used within the SBAS inversion. We demonstrate that the use of such a noise-filtering algorithm permits to significantly improve the quality of the mean deformation velocity maps and displacement time-series retrieved via the SBAS-DInSAR processing chain, thus promoting more detailed analyses of the detected deformation phenomena. The overall effectiveness of the enhanced SBAS-DInSAR approach is confirmed by the experimental results achieved by applying the proposed method to two sets of SAR data collected by the ERS-1/2 and ENVISAT sensors over the Mt. Etna volcano (Southern Italy) and Yellowstone caldera (Wyoming, U.S.).
Keywords :
deformation; geomorphology; geophysical techniques; noise; radar interferometry; remote sensing by radar; synthetic aperture radar; time series; volcanology; ENVISAT sensors; ERS-1 sensors; ERS-2 sensors; Mt. Etna volcano; SAR data; SBAS codes; SBAS inversion; SBAS-DInSAR processing chain; Southern Italy; U.S; Wyoming; Yellowstone caldera; deformation phenomena; displacement time-series; enhanced SBAS-DInSAR approach; mean deformation velocity maps; multilook small baseline interferograms; noise artifacts; noise-filtering procedure; seismogenic area; volcanic area; Earth; Interferometry; Noise; Sensors; Surface treatment; Synthetic aperture radar; Volcanoes; Differential SAR Interferometry (DInSAR); Small BAseline Subset (SBAS); decorrelation noise; deformation time-series;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2013 IEEE International
Conference_Location :
Melbourne, VIC
Print_ISBN :
978-1-4799-1114-1
DOI :
10.1109/IGARSS.2013.6721300