Thermal Detection of Water Saturation Spots For Landslide Prediction
Nowadays, we heard many serious issues about landslide phenomenon in Malaysia. It became serious when landslide phenomenon affects human’s life. It causes human injury, loss of life and economical problem. There are a few factors that caused landslide but the main factor is heavy rain. Henc...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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Asian Research Publishing Network (ARPN)
2015
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| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/20079/1/fkee-2015-aufa-%20Thermal%20Detection%20of%20Water%20Saturation.pdf |
| _version_ | 1825811887214821376 |
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| author | Aufa, Zin Kamarul Hawari, Ghazali Norliana, Khamisan |
| author_facet | Aufa, Zin Kamarul Hawari, Ghazali Norliana, Khamisan |
| author_sort | Aufa, Zin |
| collection | UMP |
| description | Nowadays, we heard many serious issues about landslide phenomenon in Malaysia. It became serious when landslide phenomenon affects human’s life. It causes human injury, loss of life and economical problem. There are a few factors that caused landslide but the main factor is heavy rain. Hence, to solve this issue, this study investigates a new method to detect spots of high water saturation which is integrated with a thermal camera system to provide early detection of landslide. The thermal camera is selected because it provides accurate predict where landslide going to occur. Thermal camera can be used to detect spots of high water saturation which is a key component that contributes to landslide activity. The technique of neural network is used to classify the image of water saturation. The analysis is done using 40 samples. It was tested to classify the data into two groups which are low water saturation and high water saturation |
| first_indexed | 2024-03-06T12:21:01Z |
| format | Article |
| id | UMPir20079 |
| institution | Universiti Malaysia Pahang |
| language | English |
| last_indexed | 2024-03-06T12:21:01Z |
| publishDate | 2015 |
| publisher | Asian Research Publishing Network (ARPN) |
| record_format | dspace |
| spelling | UMPir200792018-01-15T04:09:52Z http://umpir.ump.edu.my/id/eprint/20079/ Thermal Detection of Water Saturation Spots For Landslide Prediction Aufa, Zin Kamarul Hawari, Ghazali Norliana, Khamisan TK Electrical engineering. Electronics Nuclear engineering Nowadays, we heard many serious issues about landslide phenomenon in Malaysia. It became serious when landslide phenomenon affects human’s life. It causes human injury, loss of life and economical problem. There are a few factors that caused landslide but the main factor is heavy rain. Hence, to solve this issue, this study investigates a new method to detect spots of high water saturation which is integrated with a thermal camera system to provide early detection of landslide. The thermal camera is selected because it provides accurate predict where landslide going to occur. Thermal camera can be used to detect spots of high water saturation which is a key component that contributes to landslide activity. The technique of neural network is used to classify the image of water saturation. The analysis is done using 40 samples. It was tested to classify the data into two groups which are low water saturation and high water saturation Asian Research Publishing Network (ARPN) 2015 Article PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/20079/1/fkee-2015-aufa-%20Thermal%20Detection%20of%20Water%20Saturation.pdf Aufa, Zin and Kamarul Hawari, Ghazali and Norliana, Khamisan (2015) Thermal Detection of Water Saturation Spots For Landslide Prediction. ARPN Journal of Engineering and Applied Sciences, 10 (22). pp. 17114-17119. ISSN 1819-6608. (Published) http://www.arpnjournals.org/jeas/research_papers/rp_2015/jeas_1215_3137.pdf |
| spellingShingle | TK Electrical engineering. Electronics Nuclear engineering Aufa, Zin Kamarul Hawari, Ghazali Norliana, Khamisan Thermal Detection of Water Saturation Spots For Landslide Prediction |
| title | Thermal Detection of Water Saturation Spots For Landslide Prediction |
| title_full | Thermal Detection of Water Saturation Spots For Landslide Prediction |
| title_fullStr | Thermal Detection of Water Saturation Spots For Landslide Prediction |
| title_full_unstemmed | Thermal Detection of Water Saturation Spots For Landslide Prediction |
| title_short | Thermal Detection of Water Saturation Spots For Landslide Prediction |
| title_sort | thermal detection of water saturation spots for landslide prediction |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | http://umpir.ump.edu.my/id/eprint/20079/1/fkee-2015-aufa-%20Thermal%20Detection%20of%20Water%20Saturation.pdf |
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