Title :
Monitoring human activity with high resolution SAR and optical imagery - a synergistic approach
Author :
Lang, Oliver ; Weihing, Diana ; Holcomb, Derrold ; Williams, Doug ; Schmid, Brian ; Tinz, Marek
Author_Institution :
Astrium GEO-Inf. Services, Immenstaad, Germany
Abstract :
Illegal traffic by off-highway vehicles (OHV) damages the salt crusts of Salton Sea Playa (California, USA) which then impacts air pollution and advances ground erosion. To mitigate the environmental impact of these threads a traffic management plan has been implemented which includes the monitoring of vehicle related disturbances on the Playa. This pilot study assesses the feasibility whether the application of Coherence Change Detection (CCD) technique to very high resolution Synthetic Aperture Radar (SAR) and optical imagery can be used to identify and to quantify OHV traffic. While the impacts on the interferometric coherence are well described, e.g. by atmospheric effects and temporal decorrelation, a quantitative interpretation of the observed signatures in the context of surface changes is still not fully understood. As a consequence, the feasibility of using CCD as a sensitive tool to evaluate subtle surface changes is limited. In this paper we describe a ground truth experiment at Salton Sea Playa and the corresponding analysis of CCD results and high resolution optical image stacks, which have been acquired as a synergistic data source. Goal is to provide a methodical scheme of CCD signatures in relation to known ground disturbance. The recommendations from this pilot study will inform how spaceborne monitoring methodologies can be used in the playa traffic management strategy and how a potential monitoring service should be implemented.
Keywords :
geology; off-road vehicles; optical images; radar imaging; radar resolution; remote sensing by radar; road traffic; spaceborne radar; synthetic aperture radar; CCD signatures; OHV traffic; Salton Sea Playa; air pollution; atmospheric effects; coherence change detection; environmental impact mitigation; ground disturbance; ground erosion; high resolution SAR; human activity monitoring; illegal traffic; interferometric coherence; off-highway vehicles; optical image resolution; optical imagery; playa traffic management strategy; potential monitoring service; salt crusts; spaceborne monitoring methodology; surface changes evaluation; synergistic data source; synthetic aperture radar; temporal decorrelation; vehicle monitoring; Abstracts; Coherence; Monitoring; Rain; Roads; Vehicles; Coherence Change Detection; Pleiades; SAR-optical data fusion; SPOT; TerraSAR-X;
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.2013.6723002