Title :
SBAS-DInSAR time series generation on cloud computing platforms
Author :
Elefante, S. ; Imperatore, P. ; Zinno, Ivana ; Manunta, M. ; Mathot, E. ; Brito, F. ; Farres, J. ; Lengert, W. ; Lanari, R. ; Casu, F.
Author_Institution :
IREA, Naples, Italy
Abstract :
This paper proposes a parallel model for the Differential Interferometry Synthetic Aperture Radar approach referred to as Small BAseline Subset (SBAS) algorithm. This new computational model has been designed to be specifically exploited within the emerging cloud computing environments. An experimental analysis, involving two different case studies, has been carried out to demonstrate the effectiveness of the methodology. The major novelty of the proposed Parallel SBAS (P-SBAS) model consists in the capability of processing large SAR data sets in reasonable time-frames. This key feature may be of great impact not only for hazard monitoring and risk mitigation activities but also for data sharing and knowledge spreading within the scientific community.
Keywords :
cloud computing; parallel algorithms; radar interferometry; synthetic aperture radar; Differential Interferometry Synthetic Aperture Radar; Parallel SBAS model; SAR data sets; SBAS algorithm; SBAS-DINSAR time series generation; Small BAseline Subset algorithm; cloud computing environments; cloud computing platforms; data sharing; scientific community; Algorithm design and analysis; Cloud computing; Computational modeling; Ecosystems; Interferometry; Monitoring; Synthetic aperture radar; Cloud; DInSAR; Interferometry; SAR; SBAS;
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.2013.6721145