TY - JOUR
T1 - Quantitative Landslide Hazard Assessment Using Frequency Ratio Model
T2 - A Case Study from SMK Kundasang, Sabah, Malaysia
AU - Dos, Jhstolistikha Percy
AU - Roslee, Rodeano
AU - Sharir, Kamilia
AU - Warnana, Dwa Desa
N1 - Publisher Copyright:
Copyright: ©2024 The authors.
PY - 2024/6
Y1 - 2024/6
N2 - The landslide issue is considerably prominent in the SMK Kundasang area. In 2012, the school was evacuated due to the instability of the ground on the premise. This study aims to research the landslide hazard in the affected area by employing a multi-hazard Frequency Ratio model. The first step was to create a landslide distribution map consisting of 191 landslides in total. 70% of it was used to generate the model. Meanwhile, the rest of it was utilized to verify the model. The ten landslide causative factors integrated to produce the model were lithology; soil series; distance from lineament, drainage, and road; slope angle; slope aspect; elevation; precipitation rate; and land use map. Area Under the Curve (AUC) analysis showed that the model performed at 84.0% of prediction accuracy. The hazard map was interpreted as having 12% very low, 23% low, 29% moderate, 25% high, and 12% of very high landslide hazard levels in the study area, respectively. The proposed approach in this study is deduced to be applicable to yield reasonable outcomes that benefit the development planning in SMK Kundasang.
AB - The landslide issue is considerably prominent in the SMK Kundasang area. In 2012, the school was evacuated due to the instability of the ground on the premise. This study aims to research the landslide hazard in the affected area by employing a multi-hazard Frequency Ratio model. The first step was to create a landslide distribution map consisting of 191 landslides in total. 70% of it was used to generate the model. Meanwhile, the rest of it was utilized to verify the model. The ten landslide causative factors integrated to produce the model were lithology; soil series; distance from lineament, drainage, and road; slope angle; slope aspect; elevation; precipitation rate; and land use map. Area Under the Curve (AUC) analysis showed that the model performed at 84.0% of prediction accuracy. The hazard map was interpreted as having 12% very low, 23% low, 29% moderate, 25% high, and 12% of very high landslide hazard levels in the study area, respectively. The proposed approach in this study is deduced to be applicable to yield reasonable outcomes that benefit the development planning in SMK Kundasang.
KW - AUC
KW - SMK Kundasang
KW - frequency ratio
KW - landslide causative factors
KW - landslide hazard
KW - prediction accuracy
UR - http://www.scopus.com/inward/record.url?scp=85196978046&partnerID=8YFLogxK
U2 - 10.18280/ijdne.190330
DO - 10.18280/ijdne.190330
M3 - Article
AN - SCOPUS:85196978046
SN - 1755-7437
VL - 19
SP - 1007
EP - 1018
JO - International Journal of Design and Nature and Ecodynamics
JF - International Journal of Design and Nature and Ecodynamics
IS - 3
ER -