干旱区生态环境知识资源中心(Arid): The impact of impervious surface, vegetation, and soil areas on land surface temperatures in a semi-arid region using Landsat satellite images enriched with Ndaisi method data

Arid

DOI	10.1007/s10661-021-08916-3
	The impact of impervious surface, vegetation, and soil areas on land surface temperatures in a semi-arid region using Landsat satellite images enriched with Ndaisi method data
	Kesikoglu, Mustafa Hayri; Ozkan, Coskun; Kaynak, Tolga
通讯作者	Kesikoglu, MH (corresponding author), Usak Univ, Dept Geomat Engn, Usak, Turkey.
来源期刊	ENVIRONMENTAL MONITORING AND ASSESSMENT
ISSN	0167-6369
EISSN	1573-2959
出版年	2021
卷号	193 期号:3
英文摘要	Impervious surfaces are a significant issue of both urbanization and environmental assessment. However, it is a problem to classify impervious surface (IS) and soil areas as separate classes in land cover classification. The objectives of this study are to obtain impervious surface, vegetation, and soil areas clearly of an urban complex with a semi-arid climate and to better determine the relationships of IS, vegetation, and soil areas with land surface temperatures (LSTs). For this purpose, IS, vegetation, and soil areas in a semi-arid city of Turkey-Kayseri city were identified by using Normalized Difference Anthropogenic Impervious Surface Index (NDAISI) data and support vector machine (SVM) method together in the classification of different areas. Landsat 5, 7, and 8 satellite images of 1987, 2000, and 2013 were used, respectively, in this study. Afterward, the effects of these areas on LSTs were analyzed. Regression analysis was used to determine the relationships between land cover areas and surface temperatures. To better demonstrate these relationships, besides common pixel-based and classical regional-based approaches, a new density-based regional analysis approach was proposed. This study is an innovative one in terms of detecting IS and indicating relationships between land cover areas and surface temperatures in semi-arid regions. Another innovation of the study is related to the results produced. The results showed that decreasing LST values were observed with increasing IS and vegetation cover values and increasing LST values were observed with increasing soil areas. The present findings may provide significant contributions to the literature and will facilitate the development of urban planning strategies in semi-arid regions.
英文关键词	Impervious surface Land surface temperature NDAISI SVM Landsat TM ETM OLI-TIRS Kayseri
类型	Article
语种	英语
收录类别	SCI-E ; SSCI
WOS记录号	WOS:000623674500002
WOS关键词	URBAN HEAT-ISLAND ; INDEX ; RETRIEVAL ; URBANIZATION ; DYNAMICS ; GROWTH ; COVER ; MODEL
WOS类目	Environmental Sciences
WOS研究方向	Environmental Sciences & Ecology
资源类型	期刊论文
条目标识符	http://119.78.100.177/qdio/handle/2XILL650/350129
作者单位	[Kesikoglu, Mustafa Hayri] Usak Univ, Dept Geomat Engn, Usak, Turkey; [Ozkan, Coskun; Kaynak, Tolga] Erciyes Univ, Dept Geomat Engn, Kayseri, Turkey
推荐引用方式 GB/T 7714	Kesikoglu, Mustafa Hayri,Ozkan, Coskun,Kaynak, Tolga. The impact of impervious surface, vegetation, and soil areas on land surface temperatures in a semi-arid region using Landsat satellite images enriched with Ndaisi method data[J],2021,193(3).
APA	Kesikoglu, Mustafa Hayri,Ozkan, Coskun,&Kaynak, Tolga.(2021).The impact of impervious surface, vegetation, and soil areas on land surface temperatures in a semi-arid region using Landsat satellite images enriched with Ndaisi method data.ENVIRONMENTAL MONITORING AND ASSESSMENT,193(3).
MLA	Kesikoglu, Mustafa Hayri,et al."The impact of impervious surface, vegetation, and soil areas on land surface temperatures in a semi-arid region using Landsat satellite images enriched with Ndaisi method data".ENVIRONMENTAL MONITORING AND ASSESSMENT 193.3(2021).