CHEN Shi-rong1, MA Hai-jian2, FAN Yi-da1, et al. Road Damage Assessment from High Resolution Satellite Remote Sensing Imagery in Wenchuan Earthquake[J]. Journal of Remote Sensing, 2008,(6):949-955.
CHEN Shi-rong1, MA Hai-jian2, FAN Yi-da1, et al. Road Damage Assessment from High Resolution Satellite Remote Sensing Imagery in Wenchuan Earthquake[J]. Journal of Remote Sensing, 2008,(6):949-955. DOI: 10.11834/jrs.200806127.
The strong Wenchuan Earthquake causes serious damage to the road infrastructure
which has bad influence on the disaster-relief work after the earthquake.Therefore
it is very important to evaluate the damage loss of the road in the disaster area quickly and accurately
especially in the emergency time of disasters.This paper introduces a method to evaluate the damage of roads from satellite remote sensing images with high spatial resolution in Wenchuan earthquake of 8.0 magnitudes.The study uses twenty nine high resolution satellite remote sensing images after the earthquake
including EROS-B
QuickBird
SPOT-5
ALOS data etc.These images are all panchromatic data.The spatial resolution is at least 3 meters.The study area includes 20 counties in the damaged area of Wenchuan Earthquake.The terrain conditions are complex for all counties except several of the Chendu city.The study method includes three steps.First
remote sensing imagery is geometrically corrected.Meanwhile
clouds are eliminated by the threshold of high gray values.Second
road regions in high resolution remote sensing imagery are segmented by geographic information of road.Third
damaged roads are detection by the following steps.Each road is segmented by a fixed length interval into several segments.Then for each segment
grey and texture feature in a neighborhood window are calculated.According to the model of damaged road
grey and texture feature are used to identify damaged roads.At last
the result of damaged road detection is used to calculate assessment indexes including damage distribution and damage grade of each county.The grading standard is setted in three levels
which are severely damaged
moderately damaged and lightly damaged
according to the damage rate of national roads and provincial roads.The result shows that the earthquake affected road infrastructure in all the twenty counties of the study area.Six counties are severely damaged
including Wenchuan county and Beichuan county;three counties are moderately damaged;and eleven counties are lightly damaged.It is proved that
comparing the results of this study and the ground investigation data
the assessment method of this paper could get a quick and relatively accurate evaluated result of the damage loss of the roads in the disaster areas using the high resolution satellite remote sensing images.The damaged road assessment method is very useful and feasible in the serious situation
especially when we cannot get the ground investigation information.