Title :
A quantitative assessment of DInSAR Time series accuracy in volcanic areas: From the first to second generation SAR sensors
Author :
Manzo, M. ; Berardino, P. ; Bonano, M. ; Casu, F. ; Manunta, M. ; Pepe, A. ; Pepe, S. ; Sansosti, E. ; Solaro, G. ; Tizzani, P. ; Zeni, G. ; Guglielmino, F. ; Puglisi, G. ; De Martino, P. ; Obrizzo, F. ; Tammaro, U. ; Lanari, R.
Author_Institution :
Ist. per il Rilevamento Elettromagnetico dell´´Ambiente, Naples, Italy
Abstract :
We perform a quantitative assessment of the accuracy of Differential SAR Interferometry (DInSAR) time series in volcanic areas, retrieved through “first” and “second generation” SAR data. In particular, we analyze the impact that the wavelengths and looking geometries may have in the DInSAR measurement retrieval depending on the radar system. To this aim, we focus on the DInSAR algorithm referred to as Small BAseline Subset (SBAS) to generate mean deformation velocity maps and corresponding time series starting from sequences of SAR images. Moreover, we consider collections of SAR data acquired by the ERS-1/2 and ENVISAT (C-band), and COSMO-SkyMed (Xband) sensors over the volcanic area of the Campi Flegrei caldera, Southern Italy. We invert these SAR data sequences through the SBAS-DInSAR technique, thus obtaining C- and X- band deformation time series that we compare to continuous GPS measurements, the latter assumed as reference. The achieved results provide, in addition to a clear picture of the surface deformation phenomena already occurred and occurring in the selected case study, relevant indications for the analysis of the SBAS-DInSAR time series accuracies in volcanic areas passing from the first to second generation SAR sensors.
Keywords :
Global Positioning System; radar interferometry; synthetic aperture radar; time series; volcanology; C-band; COSMO-SkyMed; Campi Flegrei caldera; DInSAR measurement retrieval; DInSAR time series accuracy; Differential SAR Interferometry; ENVISAT; ERS-1/2; SAR data sequences; SAR sensors; SBAS-DInSAR technique; Small BAseline Subset; Southern Italy; Xband sensors; continuous GPS measurements; deformation time series; mean deformation velocity maps; quantitative assessment; radar system; surface deformation phenomena; volcanic areas; Accuracy; Global Positioning System; Interferometry; Sensors; Synthetic aperture radar; Time series analysis; Differential Synthetic Aperture Radar Interferometry; Global Positioning System; Small BAseline Subset; surface deformation;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International
Conference_Location :
Munich
Print_ISBN :
978-1-4673-1160-1
Electronic_ISBN :
2153-6996
DOI :
10.1109/IGARSS.2012.6351410