Landslide susceptibility mapping using logistic regression method and gis tool in Cameron Highlands

This paper presents landslide susceptibility analysis around the Cameron Highlands area, Malaysia using a geographic information system (GIS) and remote sensing techniques. Topographical, geological data and satellite images were collected, processed, and constructed into a spatial database using GI...

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Main Author:	Yusrina, Mhamd Azizmy
Format:	Undergraduates Project Papers
Language:	English English English
Published:	2015
Subjects:	TA Engineering (General). Civil engineering (General)
Online Access:	http://umpir.ump.edu.my/id/eprint/12207/ http://umpir.ump.edu.my/id/eprint/12207/ http://umpir.ump.edu.my/id/eprint/12207/1/FKASA%20-%20YUSRINA%20BINTI%20MHAMD%20AZIZMY%20%28CD9294%29.pdf http://umpir.ump.edu.my/id/eprint/12207/4/FKASA%20-%20YUSRINA%20BINTI%20MHAMD%20AZIZMY%20%28CD9294%29%20-%20CHAP%203.pdf http://umpir.ump.edu.my/id/eprint/12207/13/FKASA%20-%20YUSRINA%20BINTI%20MHAMD%20AZIZMY%20%28CD9294%29%20-%20CHAP%201.pdf

id	ump-12207
recordtype	eprints
spelling	ump-122072016-03-17T03:38:31Z http://umpir.ump.edu.my/id/eprint/12207/ Landslide susceptibility mapping using logistic regression method and gis tool in Cameron Highlands Yusrina, Mhamd Azizmy TA Engineering (General). Civil engineering (General) This paper presents landslide susceptibility analysis around the Cameron Highlands area, Malaysia using a geographic information system (GIS) and remote sensing techniques. Topographical, geological data and satellite images were collected, processed, and constructed into a spatial database using GIS and image processing. Five landslide occurrence factors were selected as: topographic slope, topographic aspect, rainfall, geology map and land use from satellite images. Previous records of landslides in the study area were mapped based on inventory reports and satellite image processing. Landslide susceptibility map was then generated based on logistic regression equation in a raster GIS environment and classified in five susceptibility classes. The classes are divided into the study area has very low landslide susceptibility, low susceptibility, moderate susceptibility, high susceptibility and very high susceptibility. About 99.978% of the study area has very low landslide susceptibility, 0.003% has low susceptibility, 0.002% has moderate susceptibility, 0.001 % has high susceptibility and 0.015% has very high susceptibility 2015-07 Undergraduates Project Papers NonPeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/12207/1/FKASA%20-%20YUSRINA%20BINTI%20MHAMD%20AZIZMY%20%28CD9294%29.pdf application/pdf en http://umpir.ump.edu.my/id/eprint/12207/4/FKASA%20-%20YUSRINA%20BINTI%20MHAMD%20AZIZMY%20%28CD9294%29%20-%20CHAP%203.pdf application/pdf en http://umpir.ump.edu.my/id/eprint/12207/13/FKASA%20-%20YUSRINA%20BINTI%20MHAMD%20AZIZMY%20%28CD9294%29%20-%20CHAP%201.pdf Yusrina, Mhamd Azizmy (2015) Landslide susceptibility mapping using logistic regression method and gis tool in Cameron Highlands. Faculty of Civil Engineering & Earth Resources, Universiti Malaysia Pahang. http://iportal.ump.edu.my/lib/item?id=chamo:92191&theme=UMP2
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English English English
topic	TA Engineering (General). Civil engineering (General)
spellingShingle	TA Engineering (General). Civil engineering (General) Yusrina, Mhamd Azizmy Landslide susceptibility mapping using logistic regression method and gis tool in Cameron Highlands
description	This paper presents landslide susceptibility analysis around the Cameron Highlands area, Malaysia using a geographic information system (GIS) and remote sensing techniques. Topographical, geological data and satellite images were collected, processed, and constructed into a spatial database using GIS and image processing. Five landslide occurrence factors were selected as: topographic slope, topographic aspect, rainfall, geology map and land use from satellite images. Previous records of landslides in the study area were mapped based on inventory reports and satellite image processing. Landslide susceptibility map was then generated based on logistic regression equation in a raster GIS environment and classified in five susceptibility classes. The classes are divided into the study area has very low landslide susceptibility, low susceptibility, moderate susceptibility, high susceptibility and very high susceptibility. About 99.978% of the study area has very low landslide susceptibility, 0.003% has low susceptibility, 0.002% has moderate susceptibility, 0.001 % has high susceptibility and 0.015% has very high susceptibility
format	Undergraduates Project Papers
author	Yusrina, Mhamd Azizmy
author_facet	Yusrina, Mhamd Azizmy
author_sort	Yusrina, Mhamd Azizmy
title	Landslide susceptibility mapping using logistic regression method and gis tool in Cameron Highlands
title_short	Landslide susceptibility mapping using logistic regression method and gis tool in Cameron Highlands
title_full	Landslide susceptibility mapping using logistic regression method and gis tool in Cameron Highlands
title_fullStr	Landslide susceptibility mapping using logistic regression method and gis tool in Cameron Highlands
title_full_unstemmed	Landslide susceptibility mapping using logistic regression method and gis tool in Cameron Highlands
title_sort	landslide susceptibility mapping using logistic regression method and gis tool in cameron highlands
publishDate	2015
url	http://umpir.ump.edu.my/id/eprint/12207/ http://umpir.ump.edu.my/id/eprint/12207/ http://umpir.ump.edu.my/id/eprint/12207/1/FKASA%20-%20YUSRINA%20BINTI%20MHAMD%20AZIZMY%20%28CD9294%29.pdf http://umpir.ump.edu.my/id/eprint/12207/4/FKASA%20-%20YUSRINA%20BINTI%20MHAMD%20AZIZMY%20%28CD9294%29%20-%20CHAP%203.pdf http://umpir.ump.edu.my/id/eprint/12207/13/FKASA%20-%20YUSRINA%20BINTI%20MHAMD%20AZIZMY%20%28CD9294%29%20-%20CHAP%201.pdf
first_indexed	2023-09-18T22:13:37Z
last_indexed	2023-09-18T22:13:37Z
_version_	1777415190794469376

Landslide susceptibility mapping using logistic regression method and gis tool in Cameron Highlands

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