Application of Land Use Changes Detection for Identification of Landslide Risk Areas in Pulau Penang using A Decade of Landsat 7 ETM+ Images
Landslide has been one of major natural threats in Penang Island, Malaysia. Rapid urban development and crop land expansion have encroached forest areas. Both activities are believed to have contributions to slope instability that can lead to landslide events. Using a decade of Landsat 7 ETM+...
| Main Authors: | , , , |
|---|---|
| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
2010
|
| Subjects: | |
| Online Access: | https://repository.ugm.ac.id/277693/1/2010%20MRSS%20landslide%20penang%20-%20LENGKAP.pdf |
| _version_ | 1797037195049041920 |
|---|---|
| author | Basith, Abdul Matori, Abdul Nasir Harahap, Indra Sati Hamonangan Talib, Jasmi Ab |
| author_facet | Basith, Abdul Matori, Abdul Nasir Harahap, Indra Sati Hamonangan Talib, Jasmi Ab |
| author_sort | Basith, Abdul |
| collection | UGM |
| description | Landslide has been one of major natural threats in Penang Island, Malaysia. Rapid urban
development and crop land expansion have encroached forest areas. Both activities are
believed to have contributions to slope instability that can lead to landslide events. Using a
decade of Landsat 7 ETM+ images, from 1999-2009, detection of land use changes can be
carried out. This paper investigates the relation between land use changes and landslide sites.
The images were subset to conform to main island of Penang Island state. Dark object
correction, histogram equalizes, and histogram matching were applied to the images to
remove atmospheric effect. Image to image registration was selected as geometric correction
method by which the first image acquired in 27 December 1999 was used as a reference
image. Normalized Difference Vegetation Index (NDVI), Tasseled Cap Transformation (TCT)
and Principal Component Analysis (PCA) images were derived from corrected images. As for
land use change detection technique, the image subtraction method was selected. Land use
change detection was based on difference of multi date of NDVI, TCT, PCA and
panchromatic images. As the final stage, detected land use changes were overlaid with
landslide and hill project maps. As the result, most of landslide sites were located at changed
areas as well as the hill project. NDVI and TCT greenness-based change detection gave
better identification of changed areas followed by PC1, panchromatic and TCT-wetness. |
| first_indexed | 2024-03-13T23:59:39Z |
| format | Conference or Workshop Item |
| id | oai:generic.eprints.org:277693 |
| institution | Universiti Gadjah Mada |
| language | English |
| last_indexed | 2024-03-13T23:59:39Z |
| publishDate | 2010 |
| record_format | dspace |
| spelling | oai:generic.eprints.org:2776932022-10-25T06:02:39Z https://repository.ugm.ac.id/277693/ Application of Land Use Changes Detection for Identification of Landslide Risk Areas in Pulau Penang using A Decade of Landsat 7 ETM+ Images Basith, Abdul Matori, Abdul Nasir Harahap, Indra Sati Hamonangan Talib, Jasmi Ab Photogrammetry and Remote Sensing Landslide has been one of major natural threats in Penang Island, Malaysia. Rapid urban development and crop land expansion have encroached forest areas. Both activities are believed to have contributions to slope instability that can lead to landslide events. Using a decade of Landsat 7 ETM+ images, from 1999-2009, detection of land use changes can be carried out. This paper investigates the relation between land use changes and landslide sites. The images were subset to conform to main island of Penang Island state. Dark object correction, histogram equalizes, and histogram matching were applied to the images to remove atmospheric effect. Image to image registration was selected as geometric correction method by which the first image acquired in 27 December 1999 was used as a reference image. Normalized Difference Vegetation Index (NDVI), Tasseled Cap Transformation (TCT) and Principal Component Analysis (PCA) images were derived from corrected images. As for land use change detection technique, the image subtraction method was selected. Land use change detection was based on difference of multi date of NDVI, TCT, PCA and panchromatic images. As the final stage, detected land use changes were overlaid with landslide and hill project maps. As the result, most of landslide sites were located at changed areas as well as the hill project. NDVI and TCT greenness-based change detection gave better identification of changed areas followed by PC1, panchromatic and TCT-wetness. 2010-04-28 Conference or Workshop Item PeerReviewed application/pdf en https://repository.ugm.ac.id/277693/1/2010%20MRSS%20landslide%20penang%20-%20LENGKAP.pdf Basith, Abdul and Matori, Abdul Nasir and Harahap, Indra Sati Hamonangan and Talib, Jasmi Ab (2010) Application of Land Use Changes Detection for Identification of Landslide Risk Areas in Pulau Penang using A Decade of Landsat 7 ETM+ Images. In: MRSS 6th INTERNATIONAL REMOTE SENSING & GIS CONFERENCE AND EXHIBITION. |
| spellingShingle | Photogrammetry and Remote Sensing Basith, Abdul Matori, Abdul Nasir Harahap, Indra Sati Hamonangan Talib, Jasmi Ab Application of Land Use Changes Detection for Identification of Landslide Risk Areas in Pulau Penang using A Decade of Landsat 7 ETM+ Images |
| title | Application of Land Use Changes Detection for Identification of Landslide Risk Areas in Pulau Penang using A Decade of Landsat 7 ETM+ Images |
| title_full | Application of Land Use Changes Detection for Identification of Landslide Risk Areas in Pulau Penang using A Decade of Landsat 7 ETM+ Images |
| title_fullStr | Application of Land Use Changes Detection for Identification of Landslide Risk Areas in Pulau Penang using A Decade of Landsat 7 ETM+ Images |
| title_full_unstemmed | Application of Land Use Changes Detection for Identification of Landslide Risk Areas in Pulau Penang using A Decade of Landsat 7 ETM+ Images |
| title_short | Application of Land Use Changes Detection for Identification of Landslide Risk Areas in Pulau Penang using A Decade of Landsat 7 ETM+ Images |
| title_sort | application of land use changes detection for identification of landslide risk areas in pulau penang using a decade of landsat 7 etm images |
| topic | Photogrammetry and Remote Sensing |
| url | https://repository.ugm.ac.id/277693/1/2010%20MRSS%20landslide%20penang%20-%20LENGKAP.pdf |
| work_keys_str_mv | AT basithabdul applicationoflandusechangesdetectionforidentificationoflandslideriskareasinpulaupenangusingadecadeoflandsat7etmimages AT matoriabdulnasir applicationoflandusechangesdetectionforidentificationoflandslideriskareasinpulaupenangusingadecadeoflandsat7etmimages AT harahapindrasatihamonangan applicationoflandusechangesdetectionforidentificationoflandslideriskareasinpulaupenangusingadecadeoflandsat7etmimages AT talibjasmiab applicationoflandusechangesdetectionforidentificationoflandslideriskareasinpulaupenangusingadecadeoflandsat7etmimages |