Review article: Detection of inundation areas due to the 2015 Kanto and Tohoku torrential rain in Japan based on multi-temporal ALOS-2 imagery
In: Natural hazards and earth system sciences: NHESS, Band 18, Heft 7, S. 1905-1918
ISSN: 1684-9981
Abstract. Torrential rain triggered by two typhoons hit the Kanto and
Tohoku regions of Japan from 9 to 11 September 2015. Due to the record-breaking
amount of rainfall, several riverbanks were overflowed and destroyed,
causing floods over wide areas. The PALSAR-2 sensor on board the ALOS-2
satellite engaged in emergency observations of the affected areas during and
after the heavy rain. Two pre-event and three co-event PALSAR-2 images were
employed in this study to extract flooded areas in the city of Joso, Ibaraki
Prefecture. The backscattering coefficient of the river water was
investigated first using the PALSAR-2 intensity images and a land-cover map
with a 10 m resolution. The inundation areas were then extracted by setting
threshold values for backscattering from water surfaces in the three temporal
synthetic aperture radar (SAR) images. The extracted results were modified by
considering the land cover and a digital elevation model (DEM). Next, the
inundated built-up urban areas were extracted from the changes in SAR
backscattering. The results were finally compared with those from visual
inspections of airborne imagery by the Geospatial Information Authority of
Japan (GSI), and more than 85 % of the maximum inundation areas were
extracted successfully.