How does vegetation influence surface temperature across various road types and urban morphology types?
文献类型:期刊论文
作者 | Wei, Shuang1; He, Zhichao2; Zhai, Wei4; Zhao, Chunhong1,5,6; Li, Yueru3 |
刊名 | BUILDING AND ENVIRONMENT
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出版日期 | 2025-02-15 |
卷号 | 270页码:112511 |
关键词 | Google street view Green view index Land surface temperature Deep learning Urban morphology |
ISSN号 | 0360-1323 |
DOI | 10.1016/j.buildenv.2024.112511 |
产权排序 | 4 |
文献子类 | Article |
英文摘要 | Green vegetation plays a role in cooling and alleviating the urban thermal environment. However, few studies have explored how the relationship between vegetation and Land Surface Temperature (LST) changed across various road types and Urban Morphology Types (UMTs). In this study, we utilize Google Street View's 360 degrees panoramic images and deep learning to calculate Green View Index (GVI) and retrieve LST via Landsat 8 TIRS/ OLI remote sensing images in the Austin metropolitan area in Texas, US. Then, we analyze the correlation between GVI and LST under different UMTs and road types. The results indicate: 1) different UMTs and road types in the city exhibit varying GVI and LST; 2) there exists a significant negative correlation between GVI and LST, which is influenced by UMTs but to varying degrees; 3) tertiary road types show the most significant cooling effect, due to the characteristics of the roads and the design of vegetation structures. These results can serve as an important reference for theoretical research and practical applications in the fields of climate-adaptive urban planning and green infrastructure planning. |
URL标识 | 查看原文 |
WOS关键词 | LOCAL CLIMATE ZONES ; GREEN SPACES ; PHYSICAL-ACTIVITY ; STREET VIEW ; LAND-USE ; HEAT ; MITIGATION ; HEALTH ; AREAS ; FORM |
WOS研究方向 | Construction & Building Technology ; Engineering |
语种 | 英语 |
WOS记录号 | WOS:001399861200001 |
出版者 | PERGAMON-ELSEVIER SCIENCE LTD |
源URL | [http://ir.igsnrr.ac.cn/handle/311030/211315] ![]() |
专题 | 资源与环境信息系统国家重点实验室_外文论文 |
通讯作者 | Zhao, Chunhong |
作者单位 | 1.Northeast Normal Univ, Sch Geog Sci, Key Lab Geog Proc & Ecol Secur Changbai Mt, Minist Educ, Changchun 130024, Peoples R China; 2.Xiamen Univ, Sch Architecture & Civil Engn, Xiamen 361100, Peoples R China; 3.Univ Delaware, Lerner Coll Business & Econ, Newark, DE 19716 USA; 4.Univ Texas San Antonio, Sch Architecture & Planning, San Antonio, TX 78249 USA; 5.Tianjin Chengjian Univ, Sch Geol & Geomat, Tianjin 300384, Peoples R China 6.State Key Lab Resources & Environm Informat Syst, Beijing 100010, Peoples R China; |
推荐引用方式 GB/T 7714 | Wei, Shuang,He, Zhichao,Zhai, Wei,et al. How does vegetation influence surface temperature across various road types and urban morphology types?[J]. BUILDING AND ENVIRONMENT,2025,270:112511. |
APA | Wei, Shuang,He, Zhichao,Zhai, Wei,Zhao, Chunhong,&Li, Yueru.(2025).How does vegetation influence surface temperature across various road types and urban morphology types?.BUILDING AND ENVIRONMENT,270,112511. |
MLA | Wei, Shuang,et al."How does vegetation influence surface temperature across various road types and urban morphology types?".BUILDING AND ENVIRONMENT 270(2025):112511. |
入库方式: OAI收割
来源:地理科学与资源研究所
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