Title :
Combination of multiple interferograms for monitoring temporal evolution of ground deformation
Author :
Chaabane, Ferdaous ; Tupin, Florence ; Maître, Henri
Author_Institution :
GET-Telecom-Paris
Abstract :
SAR and differential SAR interferometry are operational tools for monitoring surface deformation and topographic profile reconstruction. However, they still have limitations due to temporal and geometric decorrelation. These disturbances strongly compromise the accuracy of the results, but reliable measurements can be obtained over a large multitemporal population of interferograms. In this paper we propose a new algorithm for monitoring temporal evolution of ground surface using several interferograms covering ground movements over a long period of time. It is based on a statistical approach with hypothesis test. The objective of multiple interferograms elevation retrieval is to deal with noisy data. Another important advantage of the multiple image processing is that all baselines (small or large) are considered. The method described in this paper can he applied in both SAR and differential SAR interferometry context. We chose to study the SAR interferometry case
Keywords :
geomorphology; image reconstruction; radiowave interferometry; remote sensing by radar; terrain mapping; topography (Earth); differential SAR interferometry; geometric decorrelation; ground deformation; ground movements; ground surface; monitoring temporal evolution; multiple image processing; multitemporal interferograms; noisy data; surface deformation monitoring; temporal decorrelation; topographic profile reconstruction; Decorrelation; Image reconstruction; Information retrieval; Interferometry; Maximum likelihood estimation; Monitoring; Phase estimation; Surface reconstruction; Surface topography; Testing;
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2004. IGARSS '04. Proceedings. 2004 IEEE International
Conference_Location :
Anchorage, AK
Print_ISBN :
0-7803-8742-2
DOI :
10.1109/IGARSS.2004.1370412