Kinematic analysis of small and slow-moving landslides using pleiades-1 satellite data.
Although they may have small velocity values, small slope failures can cause damage to facilities such as roads and pipelines. The main goals of this paper are to detect and map, and quantify the kinematics of small and slow-moving landslides in Kutlugün, Northeastern Turkey. Object-based image anal...
Saved in:
Main Authors: | , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
Institute of Electrical and Electronics Engineers Inc.
2023
|
Subjects: | |
Online Access: | http://eprints.utm.my/104896/1/EtimEyoMazlanHashimMohdNadzriMdReba2023_KinematicAnalysisofSmallandSlowMovingLandslides.pdf http://eprints.utm.my/104896/ http://dx.doi.org/10.1109/ACCESS.2023.3276359 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Institution: | Universiti Teknologi Malaysia |
Language: | English |
id |
my.utm.104896 |
---|---|
record_format |
eprints |
spelling |
my.utm.1048962024-03-25T09:26:07Z http://eprints.utm.my/104896/ Kinematic analysis of small and slow-moving landslides using pleiades-1 satellite data. Eyo, Etim Hashim, Mazlan Md. Reba, Mohd. Nadzri Bayrak, Temel Shahabi, Himan TA Engineering (General). Civil engineering (General) Although they may have small velocity values, small slope failures can cause damage to facilities such as roads and pipelines. The main goals of this paper are to detect and map, and quantify the kinematics of small and slow-moving landslides in Kutlugün, Northeastern Turkey. Object-based image analysis (OBIA) and rule-based classification techniques were utilized to detect and map the small and slow-moving landslides. The horizontal displacement of the landslides was investigated using the sub-pixel image correlation method, Cosi-Corr software, and Pleiades-1 images. Kalman filtering method and Real-Time Kinematics-Global Positioning System (RTK-GPS) observations were utilized to formulate a kinematic analysis model for the landslides. A total of 123 small landslides covering an area of approximately 413.332 m2 were detected in the study area. The displacements determined by image correlation compare very well with the RTK-GPS measurements, with a maximum deviation of 0.86 mm. The movement rate of the small landslide from RTK-GPS results ranged from 0.80- 8.28 mm during the six-month monitoring period. The average displacement value for all the monitoring points is 9.88 mm, while the average movement rate is 3.11 mm during the monitoring period. Compared to the deformation obtained using only the RTK-GPS measurements, the optical image correlation produced a more coherent deformation pattern and more detailed information on the extent and distribution of deformation. The results of the kinematic analysis suggest that the entire body of the small landslide moved slowly during the monitoring period. Institute of Electrical and Electronics Engineers Inc. 2023 Article PeerReviewed application/pdf en http://eprints.utm.my/104896/1/EtimEyoMazlanHashimMohdNadzriMdReba2023_KinematicAnalysisofSmallandSlowMovingLandslides.pdf Eyo, Etim and Hashim, Mazlan and Md. Reba, Mohd. Nadzri and Bayrak, Temel and Shahabi, Himan (2023) Kinematic analysis of small and slow-moving landslides using pleiades-1 satellite data. IEEE Access, 11 . pp. 47979-47993. ISSN 2169-3536 http://dx.doi.org/10.1109/ACCESS.2023.3276359 DOI: 10.1109/ACCESS.2023.3276359 |
institution |
Universiti Teknologi Malaysia |
building |
UTM Library |
collection |
Institutional Repository |
continent |
Asia |
country |
Malaysia |
content_provider |
Universiti Teknologi Malaysia |
content_source |
UTM Institutional Repository |
url_provider |
http://eprints.utm.my/ |
language |
English |
topic |
TA Engineering (General). Civil engineering (General) |
spellingShingle |
TA Engineering (General). Civil engineering (General) Eyo, Etim Hashim, Mazlan Md. Reba, Mohd. Nadzri Bayrak, Temel Shahabi, Himan Kinematic analysis of small and slow-moving landslides using pleiades-1 satellite data. |
description |
Although they may have small velocity values, small slope failures can cause damage to facilities such as roads and pipelines. The main goals of this paper are to detect and map, and quantify the kinematics of small and slow-moving landslides in Kutlugün, Northeastern Turkey. Object-based image analysis (OBIA) and rule-based classification techniques were utilized to detect and map the small and slow-moving landslides. The horizontal displacement of the landslides was investigated using the sub-pixel image correlation method, Cosi-Corr software, and Pleiades-1 images. Kalman filtering method and Real-Time Kinematics-Global Positioning System (RTK-GPS) observations were utilized to formulate a kinematic analysis model for the landslides. A total of 123 small landslides covering an area of approximately 413.332 m2 were detected in the study area. The displacements determined by image correlation compare very well with the RTK-GPS measurements, with a maximum deviation of 0.86 mm. The movement rate of the small landslide from RTK-GPS results ranged from 0.80- 8.28 mm during the six-month monitoring period. The average displacement value for all the monitoring points is 9.88 mm, while the average movement rate is 3.11 mm during the monitoring period. Compared to the deformation obtained using only the RTK-GPS measurements, the optical image correlation produced a more coherent deformation pattern and more detailed information on the extent and distribution of deformation. The results of the kinematic analysis suggest that the entire body of the small landslide moved slowly during the monitoring period. |
format |
Article |
author |
Eyo, Etim Hashim, Mazlan Md. Reba, Mohd. Nadzri Bayrak, Temel Shahabi, Himan |
author_facet |
Eyo, Etim Hashim, Mazlan Md. Reba, Mohd. Nadzri Bayrak, Temel Shahabi, Himan |
author_sort |
Eyo, Etim |
title |
Kinematic analysis of small and slow-moving landslides using pleiades-1 satellite data. |
title_short |
Kinematic analysis of small and slow-moving landslides using pleiades-1 satellite data. |
title_full |
Kinematic analysis of small and slow-moving landslides using pleiades-1 satellite data. |
title_fullStr |
Kinematic analysis of small and slow-moving landslides using pleiades-1 satellite data. |
title_full_unstemmed |
Kinematic analysis of small and slow-moving landslides using pleiades-1 satellite data. |
title_sort |
kinematic analysis of small and slow-moving landslides using pleiades-1 satellite data. |
publisher |
Institute of Electrical and Electronics Engineers Inc. |
publishDate |
2023 |
url |
http://eprints.utm.my/104896/1/EtimEyoMazlanHashimMohdNadzriMdReba2023_KinematicAnalysisofSmallandSlowMovingLandslides.pdf http://eprints.utm.my/104896/ http://dx.doi.org/10.1109/ACCESS.2023.3276359 |
_version_ |
1794545944819138560 |