Investigating land use land cover changes and their effects on land surface temperature and urban heat islands in Sharqiyah Governorate, Egypt

IF 3.7 3区 地球科学 Q2 ENVIRONMENTAL SCIENCES Egyptian Journal of Remote Sensing and Space Sciences Pub Date : 2023-08-01 DOI:10.1016/j.ejrs.2023.04.001
Asmaa Hamed Fahmy, Mohamed Amin Abdelfatah, Gamal El-Fiky
{"title":"Investigating land use land cover changes and their effects on land surface temperature and urban heat islands in Sharqiyah Governorate, Egypt","authors":"Asmaa Hamed Fahmy,&nbsp;Mohamed Amin Abdelfatah,&nbsp;Gamal El-Fiky","doi":"10.1016/j.ejrs.2023.04.001","DOIUrl":null,"url":null,"abstract":"<div><p>The Urban Heat Island (UHI) issue is a result of the undesirable effects of urban growth on the environment, such as temperature rises and landscape changes that cause environmental dangers. Thus, the purpose of this research is to investigate the effect of Land Use Land Cover (LULC)<!--> <!-->change on Land Surface Temperature (LST) and then study UHI in Sharqiyah from 2001 to 2022 using remote sensing data.<!--> <!-->This data was collected from the Landsat satellite and Moderate Resolution Imaging Spectroradiometer (MODIS) 11A Thermal sensors. A Mono-Window Algorithm was used on Landsat 8 and 9 data to estimate the LST. To determine the LST and UHI, the thermal band was utilized. LULC maps were created using the Support Vector Machine (SVM) classification technique. To evaluate various LULC indices<!--> <!-->in the Sharqiyah and find their correlation with LST, the spectral indices Normalized Difference Vegetation Index (NDVI), Normalized Difference Bare Land<!--> <!-->Index (NDBaI), and Normalized Difference Built-up Index (NDBI) were obtained from the processing of multispectral Landsat data. To check<!--> <!-->data sources, air temperature measurements for Sharqiyah were<!--> <!-->also acquired. The results show that urban expansion has increased in a noticeable trend. The built-up area increased by 18.9% during the research phase, and the region's mean LST increased within 3.98℃. The UHI threshold temperature increased by 4.27℃. This research is critical for Planning Engineers and environmental scientists to realize LULC variations effects on LST and to suggest suitable political steps to regulate urbanization in Sharqiyah Governorate.</p></div>","PeriodicalId":48539,"journal":{"name":"Egyptian Journal of Remote Sensing and Space Sciences","volume":"26 2","pages":"Pages 293-306"},"PeriodicalIF":3.7000,"publicationDate":"2023-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Egyptian Journal of Remote Sensing and Space Sciences","FirstCategoryId":"89","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1110982323000200","RegionNum":3,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
引用次数: 1

Abstract

The Urban Heat Island (UHI) issue is a result of the undesirable effects of urban growth on the environment, such as temperature rises and landscape changes that cause environmental dangers. Thus, the purpose of this research is to investigate the effect of Land Use Land Cover (LULC) change on Land Surface Temperature (LST) and then study UHI in Sharqiyah from 2001 to 2022 using remote sensing data. This data was collected from the Landsat satellite and Moderate Resolution Imaging Spectroradiometer (MODIS) 11A Thermal sensors. A Mono-Window Algorithm was used on Landsat 8 and 9 data to estimate the LST. To determine the LST and UHI, the thermal band was utilized. LULC maps were created using the Support Vector Machine (SVM) classification technique. To evaluate various LULC indices in the Sharqiyah and find their correlation with LST, the spectral indices Normalized Difference Vegetation Index (NDVI), Normalized Difference Bare Land Index (NDBaI), and Normalized Difference Built-up Index (NDBI) were obtained from the processing of multispectral Landsat data. To check data sources, air temperature measurements for Sharqiyah were also acquired. The results show that urban expansion has increased in a noticeable trend. The built-up area increased by 18.9% during the research phase, and the region's mean LST increased within 3.98℃. The UHI threshold temperature increased by 4.27℃. This research is critical for Planning Engineers and environmental scientists to realize LULC variations effects on LST and to suggest suitable political steps to regulate urbanization in Sharqiyah Governorate.

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
调查埃及Sharqiyah省土地利用-土地覆盖变化及其对地表温度和城市热岛的影响
城市热岛(UHI)问题是城市增长对环境的不良影响的结果,如温度上升和景观变化,这些都会造成环境危险。因此,本研究的目的是调查土地利用-土地覆盖(LULC)变化对地表温度(LST)的影响,然后利用遥感数据研究2001年至2022年沙奇耶的超高温。这些数据是从陆地卫星和中分辨率成像光谱仪11A热传感器收集的。在陆地卫星8号和9号的数据上使用单窗口算法来估计LST。为了确定LST和UHI,利用了热带。LULC图是使用支持向量机(SVM)分类技术创建的。为了评估Sharqiyah的各种LULC指数并找出它们与LST的相关性,通过对多光谱陆地卫星数据的处理,获得了光谱指数归一化差异植被指数(NDVI)、归一化差异裸地指数(NDBaI)和归一化差异累积指数(NDBI)。为了核实数据来源,还获得了Sharqiyah的气温测量值。结果表明,城市扩张有明显的增长趋势。在研究阶段,建成区面积增加了18.9%,该地区的平均地表温度增加了3.98℃。超高温阈值温度增加了4.27℃。这项研究对于规划工程师和环境科学家认识到LULC变化对地表温度的影响,并提出适当的政治措施来调节沙尔奇亚省的城市化至关重要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
CiteScore
8.10
自引率
0.00%
发文量
85
审稿时长
48 weeks
期刊介绍: The Egyptian Journal of Remote Sensing and Space Sciences (EJRS) encompasses a comprehensive range of topics within Remote Sensing, Geographic Information Systems (GIS), planetary geology, and space technology development, including theories, applications, and modeling. EJRS aims to disseminate high-quality, peer-reviewed research focusing on the advancement of remote sensing and GIS technologies and their practical applications for effective planning, sustainable development, and environmental resource conservation. The journal particularly welcomes innovative papers with broad scientific appeal.
期刊最新文献
Editorial Board Spectral–Spatial Adaptive Weighted Fusion and Residual Dense Network for hyperspectral image classification New radio-seismic indicator for ELF seismic precursors detectability Estimation of above ground biomass of mangrove forest plot using terrestrial laser scanner Efficient bundle optimization for accurate camera pose estimation in mobile augmented reality systems
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1