Application of thermal infrared sensor [TIRS] band on landsat 8 satellite imagery and its significant on road accident in Kedah / Raziefa Razak
This study is conducted by acquiring Landsat 8 satellite imagery data which is Thermal Infrared Sensor (TIRS) band 10, road accident record in year 2015 and Kedah base map. TIRS provide land surface temperature (LST) with 100 meters’ spatial resolution and being resample to 30 meters. The processing...
| Main Author: | |
|---|---|
| Format: | Thesis |
| Language: | English |
| Published: |
2018
|
| Subjects: | |
| Online Access: | https://ir.uitm.edu.my/id/eprint/21889/1/TD_RAZIEFA%20RAZAK%20AP%20R%2018_5.pdf |
| _version_ | 1796901450753769472 |
|---|---|
| author | Razak, Raziefa |
| author_facet | Razak, Raziefa |
| author_sort | Razak, Raziefa |
| collection | UITM |
| description | This study is conducted by acquiring Landsat 8 satellite imagery data which is Thermal Infrared Sensor (TIRS) band 10, road accident record in year 2015 and Kedah base map. TIRS provide land surface temperature (LST) with 100 meters’ spatial resolution and being resample to 30 meters. The processing of TIRS requires two type of software which are ERDAS Imagine 2014 and ArcGIS 10.2. At initial stage, the processing stated with pre-processing of image which geometrically change the projection by reproject the image. Then, the LST can be obtain using spatial model editor by key-in radiometric rescaling coefficient. The processing is followed by creating database using ArcGIS software and data filtering of read accident record is carried out to filter the unrelated and incomplete data. LST extraction for each road accident point is extracted using Extract Values-to-Points toolset provided by ArcGIS software. In order to produce hotspot analysis, the image undergo process of Getis Ord Gi* to get the hotspot area and inverse distance weighted (IDW) spatial interpolation is conducted to get the interpolation value of hotspot. For the final output, the mapping is conducted for road accident distribution, hotspot and severity by quarter of year 2015 and correlation between road accident against temperature is obtained. |
| first_indexed | 2024-03-06T01:50:16Z |
| format | Thesis |
| id | uitm.eprints-1889 |
| institution | Universiti Teknologi MARA |
| language | English |
| last_indexed | 2024-03-06T01:50:16Z |
| publishDate | 2018 |
| record_format | dspace |
| spelling | uitm.eprints-18892018-10-22T08:19:26Z https://ir.uitm.edu.my/id/eprint/21889/ Application of thermal infrared sensor [TIRS] band on landsat 8 satellite imagery and its significant on road accident in Kedah / Raziefa Razak Razak, Raziefa Geographic information systems Temperature measurements Detectors. Sensors. Sensor networks This study is conducted by acquiring Landsat 8 satellite imagery data which is Thermal Infrared Sensor (TIRS) band 10, road accident record in year 2015 and Kedah base map. TIRS provide land surface temperature (LST) with 100 meters’ spatial resolution and being resample to 30 meters. The processing of TIRS requires two type of software which are ERDAS Imagine 2014 and ArcGIS 10.2. At initial stage, the processing stated with pre-processing of image which geometrically change the projection by reproject the image. Then, the LST can be obtain using spatial model editor by key-in radiometric rescaling coefficient. The processing is followed by creating database using ArcGIS software and data filtering of read accident record is carried out to filter the unrelated and incomplete data. LST extraction for each road accident point is extracted using Extract Values-to-Points toolset provided by ArcGIS software. In order to produce hotspot analysis, the image undergo process of Getis Ord Gi* to get the hotspot area and inverse distance weighted (IDW) spatial interpolation is conducted to get the interpolation value of hotspot. For the final output, the mapping is conducted for road accident distribution, hotspot and severity by quarter of year 2015 and correlation between road accident against temperature is obtained. 2018-10-22 Thesis NonPeerReviewed text en https://ir.uitm.edu.my/id/eprint/21889/1/TD_RAZIEFA%20RAZAK%20AP%20R%2018_5.pdf Application of thermal infrared sensor [TIRS] band on landsat 8 satellite imagery and its significant on road accident in Kedah / Raziefa Razak. (2018) Degree thesis, thesis, Universiti Teknologi Mara Perlis. |
| spellingShingle | Geographic information systems Temperature measurements Detectors. Sensors. Sensor networks Razak, Raziefa Application of thermal infrared sensor [TIRS] band on landsat 8 satellite imagery and its significant on road accident in Kedah / Raziefa Razak |
| title | Application of thermal infrared sensor [TIRS] band on landsat 8 satellite imagery and its significant on road accident in Kedah / Raziefa Razak |
| title_full | Application of thermal infrared sensor [TIRS] band on landsat 8 satellite imagery and its significant on road accident in Kedah / Raziefa Razak |
| title_fullStr | Application of thermal infrared sensor [TIRS] band on landsat 8 satellite imagery and its significant on road accident in Kedah / Raziefa Razak |
| title_full_unstemmed | Application of thermal infrared sensor [TIRS] band on landsat 8 satellite imagery and its significant on road accident in Kedah / Raziefa Razak |
| title_short | Application of thermal infrared sensor [TIRS] band on landsat 8 satellite imagery and its significant on road accident in Kedah / Raziefa Razak |
| title_sort | application of thermal infrared sensor tirs band on landsat 8 satellite imagery and its significant on road accident in kedah raziefa razak |
| topic | Geographic information systems Temperature measurements Detectors. Sensors. Sensor networks |
| url | https://ir.uitm.edu.my/id/eprint/21889/1/TD_RAZIEFA%20RAZAK%20AP%20R%2018_5.pdf |
| work_keys_str_mv | AT razakraziefa applicationofthermalinfraredsensortirsbandonlandsat8satelliteimageryanditssignificantonroadaccidentinkedahraziefarazak |