Title :
Real time monitoring of flooded areas by a multi-temporal analysis of optical satellite data
Author :
Faruolo, M. ; Coviello, I. ; Lacava, T. ; Pergola, N. ; Tramutoli, V.
Author_Institution :
Inst. of Methodologies for Environ. Anal. (IMAA), Nat. Res. Council, Tito Scalo, Italy
Abstract :
Optical sensors aboard meteorological satellites are an excellent tool to monitor floods and support the flood risk management cycle, mainly thanks to their high temporal resolution, which allow us to obtain real time and frequently updated information on environmental changes. The RST (Robust Satellite Techniques) approach, an automatic change detection scheme, has been already applied using AVHRR (Advanced very High Resolution Radiometer) and MODIS (Moderate Resolution Imaging Spectroradiometer) data to detect and monitor flooded areas. Results achieved have shown its capability in automatically identify flooded areas with a low rate of false alarms, also discriminating permanent water from actual inundated areas. In this paper, in order to further assess the reliability and the sensitivity of the proposed approach in different conditions of observation, the RST methodology has been used to analyze the July 2007 and October 2008 floods occurred in the South Africa and Algeria regions.
Keywords :
floods; radiometry; remote sensing by radar; AD 2007 07; AD 2008 10; AVHRR data; Advanced very High Resolution Radiometer; Algeria region; MODIS data; Moderate Resolution Imaging Spectroradiometer; RST approach; RST methodology; Robust Satellite Techniques; South Africa region; automatic change detection scheme; environmental changes; false alarms; flood risk management cycle; flooded areas; meteorological satellites; optical satellite data; optical sensors; real time monitoring; temporal resolution; Floods; Image resolution; MODIS; Meteorology; Monitoring; Optical sensors; Radiometry; Risk management; Robustness; Satellite broadcasting; Flood; MODIS; RST approach; mapping; monitoring;
Conference_Titel :
Geoscience and Remote Sensing Symposium,2009 IEEE International,IGARSS 2009
Conference_Location :
Cape Town
Print_ISBN :
978-1-4244-3394-0
Electronic_ISBN :
978-1-4244-3395-7
DOI :
10.1109/IGARSS.2009.5417339