Landslide detection using very high-resolution satellite imageries

Yuzo Suga; Tomohisa Konishi

doi:10.1117/12.976033

21 November 2012 Landslide detection using very high-resolution satellite imageries

Yuzo Suga, Tomohisa Konishi

Proceedings Volume 8524, Land Surface Remote Sensing; 852428 (2012) https://doi.org/10.1117/12.976033
Event: SPIE Asia-Pacific Remote Sensing, 2012, Kyoto, Japan

Abstract

The heavy rain induced by the 12th typhoon caused landslide disaster at Kii Peninsula in the middle part of Japan. We propose a quick response method for landslide disaster mapping using very high resolution (VHR) satellite imageries. Especially, Synthetic Aperture Radar (SAR) is effective because it has the capability of all weather and day/night observation. In this study, multi-temporal COSMO-SkyMed imageries were used to detect the landslide areas. It was difficult to detect the landslide areas using only backscatter change pattern derived from pre- and post-disaster COSMOSkyMed imageries. Thus, the authors adopted a correlation analysis which the moving window was selected for the correlation coefficient calculation. Low value of the correlation coefficient reflects land cover change between pre- and post-disaster imageries. This analysis is effective for the detection of landslides using SAR data. The detected landslide areas were compared with the area detected by EROS-B high resolution optical image. In addition, we have developed 3D viewing system for geospatial visualizing of the damaged area using these satellite image data with digital elevation model. The 3D viewing system has the performance of geographic measurement with respect to elevation height, area and volume calculation, and cross section drawing including landscape viewing and image layer construction using a mobile personal computer with interactive operation. As the result, it was verified that a quick response for the detection of landslide disaster at the initial stage could be effectively performed using optical and SAR very high resolution satellite data by means of 3D viewing system.

Citation Download Citation

Yuzo Suga and Tomohisa Konishi "Landslide detection using very high-resolution satellite imageries", Proc. SPIE 8524, Land Surface Remote Sensing, 852428 (21 November 2012); https://doi.org/10.1117/12.976033

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