Hisashi SAWADA, Shigemitsu SUGIHARA, Hiroyuki OHISHI, Yoshinori ARAKI and Kohei FURUKAWA
Abstract
We set the rules for occurrence and non]occurrence of debris flow using the
existing site survey data for the sediment disaster in Hofu, Yamaguchi, Japan
on July 21, 2009. Using only separable factors for the occurrence and non]occurrence
events, we could improve the rule's accuracy rather than in case of using matching
rates based on rough set theory. Compared with the accuracy of the rules extracted
from topographical or geological maps etc, these two rules' accuracy was equivalent.
Therefore, we can detect high]risk torrents of debris flow without interpreting
topographical or geological maps. As the results, it is able to reduce the risk
of damage at future heavy rainfall by using the extracted rules based on the
existing site survey data. Moreover, we can apply this rule to another area
with similar conditions. It will be very effective for setting up a plan of
disaster]prevention measures.
Key wordsFRough Set Theory, existing site survey data, occurrence and non]occurrence
rule, debris flow