Title :
Assessment of the Robust Satellite Technique (RST) for volcanic ash plume identification and tracking
Author :
Marchese, F. ; Corrado, R. ; Genzano, N. ; Mazzeo, G. ; Paciello, R. ; Pergola, N. ; Tramutoli, V.
Author_Institution :
Inst. of Methodologies of Environ. Anal., Nat. Res. Council, Potenza, Italy
Abstract :
Volcanic clouds pose a serious threat for both aircrafts and passengers because of ash, which may cause serious damages to the flight control systems and to jet engines. Starting from 2007, an automatic satellite monitoring system has been implemented at IMAA (Institute of Methodologies of Environmental Analysis) to identify and track volcanic ash plumes using NOAA-AVHRR data. This system is capable of providing reliable information about possible volcanic ash plumes over a region of interest (ROI) within a few minute after the sensing time, thanks to the implementation of a robust multi-temporal approach of satellite data analysis named RST (Robust Satellite Technique). This approach has already shown a high potential in successfully identifying and tracking volcanic ash clouds compared to traditional techniques, both in its standard (i.e. two-channel) and advanced (i.e. three-channel) configuration. In this paper, RST performances for ash plume detection and monitoring will be further assessed, showing some recent results obtained during December 2006 and analyzing a time series of satellite observations carried out over Mount Etna area for different months in different observational conditions. In order to validate and assess RST performances, a long-term time domain analysis is in progress, also investigating periods mainly characterised by quiescent phases (i.e. with no ash emission episodes). Preliminary results of such a statistical analysis will be presented and the possible contribution of this satellite monitoring system in supporting management of strong eruptive crisis will also be discussed.
Keywords :
ash; atmospheric boundary layer; jet engines; remote sensing; statistical analysis; time series; volcanology; AD 2006 12; AD 2007; Institute of Methodologies of Environmental Analysis; Mount Etna area; NOAA-AVHRR data; ash damages; automatic satellite monitoring system; eruptive crisis; flight control systems; jet engines; multi-temporal approach; region of interest; robust satellite technique; satellite data analysis; statistical analysis; time domain analysis; time series; volcanic ash clouds tracking; volcanic ash plume identification; Aerospace control; Aircraft propulsion; Clouds; Computerized monitoring; Condition monitoring; Data analysis; Jet engines; Robustness; Satellites; Volcanic ash;
Conference_Titel :
Use of Remote Sensing Techniques for Monitoring Volcanoes and Seismogenic Areas, 2008. USEReST 2008. Second Workshop on
Conference_Location :
Naples
Print_ISBN :
978-1-4244-2546-4
Electronic_ISBN :
978-1-4244-2547-1
DOI :
10.1109/USEREST.2008.4740338