Title :
Earthquake Damages Rapid Mapping by Satellite Remote Sensing Data: L´Aquila April 6th, 2009 Event
Author :
Dell´Acqua, Fabio ; Bignami, Christian ; Chini, Marco ; Lisini, Gianni ; Polli, Diego Aldo ; Stramondo, Salvatore
Author_Institution :
Dipt. di Elettron., Univ. di Pavia, Pavia, Italy
Abstract :
Destructive earthquakes challenge Earth Observation (EO) systems to demonstrate their usefulness in supporting intervention and relief actions. The use of EO data in a disaster context has been widely investigated from a theoretical point of view, but only recently the developed methods seem to have reached near to the operational use. In this paper a case study on the April 6th, 2009 earthquake (Mw = 6.3) event, which stroke L´Aquila, Italy, is presented and commented. Although damage to the city was not extremely extensive, the case is interesting because it was handled by the authors in a real-time, emergency context. A new data fusion approach, between SAR and optical data, has been proposed. It shows that optical data are more suitable to distinguish between damage and non-damage classes, while SAR textures features allow to better distinguishing different classes of damages at block scale such as low and heavy damage.
Keywords :
data analysis; earthquakes; geophysical image processing; geophysical techniques; image texture; remote sensing by radar; sensor fusion; synthetic aperture radar; AD 2009 04 06; Earth Observation system; Italy; L´Aquila; SAR data analysis; SAR texture analysis; data fusion approach; earthquake damage analysis; optical data analysis; satellite remote sensing data; Earthquakes; Optical sensors; Remote sensing; Earthquake; rapid mapping; satellite remote sensing;
Journal_Title :
Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of
DOI :
10.1109/JSTARS.2011.2162721