干旱区生态环境知识资源中心(Arid): Exploring the Dynamics of Land Surface Temperature in Jordan's Local Climate Zones: A Comprehensive Assessment through Landsat Entire Archive and Google Earth Engine

Arid

DOI	10.3390/atmos15030318
	Exploring the Dynamics of Land Surface Temperature in Jordan's Local Climate Zones: A Comprehensive Assessment through Landsat Entire Archive and Google Earth Engine
	Hazaymeh, Khaled; Zeitoun, Mohammad; Almagbile, Ali; Al Refaee, Areej
通讯作者	Hazaymeh, K
来源期刊	ATMOSPHERE
EISSN	2073-4433
出版年	2024
卷号	15 期号:3
英文摘要	This study aimed to analyze the trend in land surface temperature (LST) over time using the entire archive of the available cloud-free Landsat images from 1986 to 2022 for Jordan and its nine local climate zones (LCZs). Two primary datasets were used (i) Landsat-5; -8 imagery, and (ii) map of LCZs of Jordan. All LST images were clipped, preprocessed, and checked for cloud contamination and bad pixels using the quality control bands. Then, time-series of monthly LST images were generated through compositing and mosaicking processes using cloud computing functions and Java scripts in Google Earth Engine (GEE). The Mann-Kendall (MK) test and Sen's slope estimator (SSE) were used to detect and quantify the magnitude of LST trends. Results showed a warming trend in the maximum LST values for all LCZs while there was annual fluctuation in the trend line of the minimum LST values in the nine zones. The monthly average LST values showed a consistent upward trajectory, indicating a warming condition, but with variations in the magnitude. The annual rate of change in LST for the LCZs showed that the three Saharan zones are experiencing the highest rate of increase at 0.0184 K/year for Saharan Mediterranean Warm (SMW), 0.0185 K/year for Saharan Mediterranean Cool (SMC), and 0.0169 K/year for Saharan Mediterranean very Warm (SMvW), indicating rapid warming in these regions. The three arid zones came in the middle, with values of 0.0156 K/year for Arid Mediterranean Warm (AMW), 0.0151 for Arid Mediterranean very Warm (AMvW), and 0.0139 for Arid Mediterranean Cool (AMC), suggesting a slower warming trend. The two semi-arid zones and the sub-humid zone showed lower values at 0.0138, 0.0127, and 0.0117 K/year for the Semi-arid Mediterranean Cool (SaMC), Semi-arid Mediterranean Warm (SaMW) zones, and Semi-humid Mediterranean (ShM) zones, respectively, suggesting the lowest rate of change compared to other zones. These findings would provide an overall understanding of LST change and its impact in Jordan's LCZs for sustainable development and water resources demand and management.
英文关键词	local warming Google Earth Engine (GEE) Mann-Kendall Sen's slope trend analysis
类型	Article
语种	英语
开放获取类型	gold
收录类别	SCI-E
WOS记录号	WOS:001191835900001
WOS关键词	BIG DATA APPLICATIONS ; PLATFORM ; PRODUCT ; DAYTIME ; TRENDS ; LST
WOS类目	Environmental Sciences ; Meteorology & Atmospheric Sciences
WOS研究方向	Environmental Sciences & Ecology ; Meteorology & Atmospheric Sciences
资源类型	期刊论文
条目标识符	http://119.78.100.177/qdio/handle/2XILL650/402973
推荐引用方式 GB/T 7714	Hazaymeh, Khaled,Zeitoun, Mohammad,Almagbile, Ali,et al. Exploring the Dynamics of Land Surface Temperature in Jordan's Local Climate Zones: A Comprehensive Assessment through Landsat Entire Archive and Google Earth Engine[J],2024,15(3).
APA	Hazaymeh, Khaled,Zeitoun, Mohammad,Almagbile, Ali,&Al Refaee, Areej.(2024).Exploring the Dynamics of Land Surface Temperature in Jordan's Local Climate Zones: A Comprehensive Assessment through Landsat Entire Archive and Google Earth Engine.ATMOSPHERE,15(3).
MLA	Hazaymeh, Khaled,et al."Exploring the Dynamics of Land Surface Temperature in Jordan's Local Climate Zones: A Comprehensive Assessment through Landsat Entire Archive and Google Earth Engine".ATMOSPHERE 15.3(2024).