The land surface temperature impact to land cover types

Land cover type is an important signature that is usually used to understand the interaction between the ground surfaces with the local temperature. Various land cover types such as high density built up areas, vegetation, bare land and water bodies are areas where heat signature are measured using...

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Main Authors:	Ibrahim, Illyani, Abu Samah, Azizan, Fauzi, Rosmadi, Mohd Noor, Norzailawati
Format:	Conference or Workshop Item
Language:	English English
Published:	International Society for Photogrammetry and Remote Sensing (ISPRS) 2016
Subjects:	GB Physical geography
Online Access:	http://irep.iium.edu.my/51519/ http://irep.iium.edu.my/51519/ http://irep.iium.edu.my/51519/2/51519_The%20land%20surface%20temperature%20impact%20to%20land%20cover%20types_SCOPUS.pdf http://irep.iium.edu.my/51519/3/51519_The%20land%20surface%20temperature%20impact%20to%20land%20cover%20types1.pdf

id	iium-51519
recordtype	eprints
spelling	iium-515192016-12-14T14:15:03Z http://irep.iium.edu.my/51519/ The land surface temperature impact to land cover types Ibrahim, Illyani Abu Samah, Azizan Fauzi, Rosmadi Mohd Noor, Norzailawati GB Physical geography Land cover type is an important signature that is usually used to understand the interaction between the ground surfaces with the local temperature. Various land cover types such as high density built up areas, vegetation, bare land and water bodies are areas where heat signature are measured using remote sensing image. The aim of this study is to analyse the impact of land surface temperature on land cover types. The objectives are 1) to analyse the mean temperature for each land cover types and 2) to analyse the relationship of temperature variation within land cover types: built up area, green area, forest, water bodies and bare land. The method used in this research was supervised classification for land cover map and mono window algorithm for land surface temperature (LST) extraction. The statistical analysis of post hoc Tukey test was used on an image captured on five available images. A pixel-based change detection was applied to the temperature and land cover images. The result of post hoc Tukey test for the images showed that these land cover types: built up-green, built up-forest, built up-water bodies have caused significant difference in the temperature variation. However, built up-bare land did not show significant impact at p<0.05. These findings show that green areas appears to have a lower temperature difference, which is between 2° to 3° Celsius compared to urban areas. The findings also show that the average temperature and the built up percentage has a moderate correlation with R2 = 0.53. The environmental implications of these interactions can provide some insights for future land use planning in the region. International Society for Photogrammetry and Remote Sensing (ISPRS) 2016-07-19 Conference or Workshop Item PeerReviewed application/pdf en http://irep.iium.edu.my/51519/2/51519_The%20land%20surface%20temperature%20impact%20to%20land%20cover%20types_SCOPUS.pdf application/pdf en http://irep.iium.edu.my/51519/3/51519_The%20land%20surface%20temperature%20impact%20to%20land%20cover%20types1.pdf Ibrahim, Illyani and Abu Samah, Azizan and Fauzi, Rosmadi and Mohd Noor, Norzailawati (2016) The land surface temperature impact to land cover types. In: 23rd International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences Congress (ISPRS 2016), 12th-19th July 2016, Prague, Czech Republic. http://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLI-B3/871/2016/isprs-archives-XLI-B3-871-2016.pdf
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English English
topic	GB Physical geography
spellingShingle	GB Physical geography Ibrahim, Illyani Abu Samah, Azizan Fauzi, Rosmadi Mohd Noor, Norzailawati The land surface temperature impact to land cover types
description	Land cover type is an important signature that is usually used to understand the interaction between the ground surfaces with the local temperature. Various land cover types such as high density built up areas, vegetation, bare land and water bodies are areas where heat signature are measured using remote sensing image. The aim of this study is to analyse the impact of land surface temperature on land cover types. The objectives are 1) to analyse the mean temperature for each land cover types and 2) to analyse the relationship of temperature variation within land cover types: built up area, green area, forest, water bodies and bare land. The method used in this research was supervised classification for land cover map and mono window algorithm for land surface temperature (LST) extraction. The statistical analysis of post hoc Tukey test was used on an image captured on five available images. A pixel-based change detection was applied to the temperature and land cover images. The result of post hoc Tukey test for the images showed that these land cover types: built up-green, built up-forest, built up-water bodies have caused significant difference in the temperature variation. However, built up-bare land did not show significant impact at p<0.05. These findings show that green areas appears to have a lower temperature difference, which is between 2° to 3° Celsius compared to urban areas. The findings also show that the average temperature and the built up percentage has a moderate correlation with R2 = 0.53. The environmental implications of these interactions can provide some insights for future land use planning in the region.
format	Conference or Workshop Item
author	Ibrahim, Illyani Abu Samah, Azizan Fauzi, Rosmadi Mohd Noor, Norzailawati
author_facet	Ibrahim, Illyani Abu Samah, Azizan Fauzi, Rosmadi Mohd Noor, Norzailawati
author_sort	Ibrahim, Illyani
title	The land surface temperature impact to land cover types
title_short	The land surface temperature impact to land cover types
title_full	The land surface temperature impact to land cover types
title_fullStr	The land surface temperature impact to land cover types
title_full_unstemmed	The land surface temperature impact to land cover types
title_sort	land surface temperature impact to land cover types
publisher	International Society for Photogrammetry and Remote Sensing (ISPRS)
publishDate	2016
url	http://irep.iium.edu.my/51519/ http://irep.iium.edu.my/51519/ http://irep.iium.edu.my/51519/2/51519_The%20land%20surface%20temperature%20impact%20to%20land%20cover%20types_SCOPUS.pdf http://irep.iium.edu.my/51519/3/51519_The%20land%20surface%20temperature%20impact%20to%20land%20cover%20types1.pdf
first_indexed	2023-09-18T21:12:56Z
last_indexed	2023-09-18T21:12:56Z
_version_	1777411373464027136

The land surface temperature impact to land cover types

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