Urban areas;
Land surface temperature;
Land surface;
Heating systems;
Thermal factors;
Thermal pollution;
Statistics;
Driving factors;
nightlight data;
socioeconomic;
surface urban heat islands (SUHIs);
LOCAL CLIMATE ZONES;
TEMPERATURE;
ALGORITHM;
SCALE;
D O I:
10.1109/JSTARS.2021.3108456
中图分类号:
TM [电工技术];
TN [电子技术、通信技术];
学科分类号:
0808 ;
0809 ;
摘要:
An understanding of the driving factors of urban heat islands could improve the urban thermal environment and provide planning strategies for sustainable urban/regional development. We selected Guangdong province in China as a case area, which covers 21 cities and more than 110 million people. We used multitemporal remote sensing data from multiple sources and socioeconomic statistical data to analyze the effects of various drivers of surface urban heat islands (SUHIs). The tested drivers include urban agglomeration, physical indicators (e.g., vegetation and built-up indices), and socioeconomic indicators (e.g., population, gross domestic production, and nightlight intensity). The results show that physical indicators are determinants of daytime SUHIs whereas socioeconomic indicators are determinants of nighttime SUHIs, which indicates that daytime and nighttime SUHIs have different causal mechanisms in this region. Moreover, the results reveal that the influence of urban agglomeration on urban surface temperature is more significant at nighttime than in daytime, which implies that the warming effect of urban agglomeration is stronger at night. Together, the results indicate that joint control of urban size, urbanization level, and socioeconomic activities is crucial to alleviate SUHIs and safeguard sustainable development in this region.
机构:
Beijing Normal Univ, Adv Inst Nat Sci, Zhuhai 519087, Peoples R China
Beijing Normal Univ, Sch Environm, Beijing 100875, Peoples R China
Beijing Normal Univ, Guangdong Higher Educ Inst, Key Lab Coastal Water Environm Management & Water, Zhuhai 519087, Peoples R ChinaBeijing Normal Univ, Adv Inst Nat Sci, Zhuhai 519087, Peoples R China
Wang, Huihui
Du, Shuai
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Normal Univ, Adv Inst Nat Sci, Zhuhai 519087, Peoples R China
Beijing Normal Univ, Huitong Coll, Zhuhai 519087, Peoples R ChinaBeijing Normal Univ, Adv Inst Nat Sci, Zhuhai 519087, Peoples R China
Du, Shuai
Zhong, Yuhao
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Normal Univ, Adv Inst Nat Sci, Zhuhai 519087, Peoples R China
Beijing Normal Univ, Zhixing Coll, Zhuhai 519087, Peoples R ChinaBeijing Normal Univ, Adv Inst Nat Sci, Zhuhai 519087, Peoples R China
Zhong, Yuhao
Liu, Suru
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Normal Univ, Adv Inst Nat Sci, Zhuhai 519087, Peoples R China
Beijing Normal Univ, Zhixing Coll, Zhuhai 519087, Peoples R ChinaBeijing Normal Univ, Adv Inst Nat Sci, Zhuhai 519087, Peoples R China
Liu, Suru
Xu, Tingting
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Normal Univ, Adv Inst Nat Sci, Zhuhai 519087, Peoples R China
Beijing Normal Univ, Huitong Coll, Zhuhai 519087, Peoples R ChinaBeijing Normal Univ, Adv Inst Nat Sci, Zhuhai 519087, Peoples R China
Xu, Tingting
Zhao, Yue
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Normal Univ, Adv Inst Nat Sci, Zhuhai 519087, Peoples R China
Beijing Normal Univ, Zhixing Coll, Zhuhai 519087, Peoples R ChinaBeijing Normal Univ, Adv Inst Nat Sci, Zhuhai 519087, Peoples R China
Zhao, Yue
He, Wanlin
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Normal Univ, Adv Inst Nat Sci, Zhuhai 519087, Peoples R China
Zhuhai Architectural Design Inst, Zhuhai 519000, Peoples R ChinaBeijing Normal Univ, Adv Inst Nat Sci, Zhuhai 519087, Peoples R China
He, Wanlin
Xue, Hanyu
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Normal Univ, Adv Inst Nat Sci, Zhuhai 519087, Peoples R China
Zhuhai Inst Urban Planning & Design, Res Inst Urban Renewal, Zhuhai 519100, Peoples R ChinaBeijing Normal Univ, Adv Inst Nat Sci, Zhuhai 519087, Peoples R China
Xue, Hanyu
He, Yifeng
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Normal Univ, Adv Inst Nat Sci, Zhuhai 519087, Peoples R China
Beijing Normal Univ, Huitong Coll, Zhuhai 519087, Peoples R ChinaBeijing Normal Univ, Adv Inst Nat Sci, Zhuhai 519087, Peoples R China
He, Yifeng
Gao, Xiaoyong
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Normal Univ, Adv Inst Nat Sci, Zhuhai 519087, Peoples R China
Beijing Normal Univ, Huitong Coll, Zhuhai 519087, Peoples R China
Natl Univ Singapore, Dept Geog, Singapore 117570, SingaporeBeijing Normal Univ, Adv Inst Nat Sci, Zhuhai 519087, Peoples R China
Gao, Xiaoyong
Jiang, Ruifeng
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Normal Univ, Adv Inst Nat Sci, Zhuhai 519087, Peoples R China
Beijing Normal Univ, Huitong Coll, Zhuhai 519087, Peoples R ChinaBeijing Normal Univ, Adv Inst Nat Sci, Zhuhai 519087, Peoples R China
机构:
Shanghai Jiao Tong Univ, Sch Design, Dept Landscape Architecture, Shanghai 200240, Peoples R ChinaShanghai Jiao Tong Univ, Sch Design, Dept Landscape Architecture, Shanghai 200240, Peoples R China
Wu, Jiong
Wu, Caiyan
论文数: 0引用数: 0
h-index: 0
机构:
Shanghai Jiao Tong Univ, Sch Design, Dept Landscape Architecture, Shanghai 200240, Peoples R China
Humboldt Univ, Dept Geog, Rudower Ch 16, D-12489 Berlin, GermanyShanghai Jiao Tong Univ, Sch Design, Dept Landscape Architecture, Shanghai 200240, Peoples R China
Wu, Caiyan
Zhang, Qi
论文数: 0引用数: 0
h-index: 0
机构:
Univ North Carolina Chapel Hill, Dept Geog, Chapel Hill, NC 27599 USAShanghai Jiao Tong Univ, Sch Design, Dept Landscape Architecture, Shanghai 200240, Peoples R China
Zhang, Qi
Zhuang, Minghao
论文数: 0引用数: 0
h-index: 0
机构:
Shanghai Jiao Tong Univ, Sch Design, Dept Landscape Architecture, Shanghai 200240, Peoples R ChinaShanghai Jiao Tong Univ, Sch Design, Dept Landscape Architecture, Shanghai 200240, Peoples R China
Zhuang, Minghao
Xiao, Huirong
论文数: 0引用数: 0
h-index: 0
机构:
Shanghai Jiao Tong Univ, Sch Design, Dept Landscape Architecture, Shanghai 200240, Peoples R ChinaShanghai Jiao Tong Univ, Sch Design, Dept Landscape Architecture, Shanghai 200240, Peoples R China
Xiao, Huirong
Wu, Hui
论文数: 0引用数: 0
h-index: 0
机构:
Shanghai Investment Consulting Grp Ltd, Econ Dev Res Inst, Shanghai 200003, Peoples R ChinaShanghai Jiao Tong Univ, Sch Design, Dept Landscape Architecture, Shanghai 200240, Peoples R China
Wu, Hui
Ouyang, Linke
论文数: 0引用数: 0
h-index: 0
机构:
Shanghai Artificial Intelligence Lab, Shanghai 200232, Peoples R ChinaShanghai Jiao Tong Univ, Sch Design, Dept Landscape Architecture, Shanghai 200240, Peoples R China
Ouyang, Linke
Liu, Yuhan
论文数: 0引用数: 0
h-index: 0
机构:
East China Normal Univ, Sch Ecol & Environm Sci, Shanghai 200241, Peoples R ChinaShanghai Jiao Tong Univ, Sch Design, Dept Landscape Architecture, Shanghai 200240, Peoples R China
Liu, Yuhan
Meng, Chen
论文数: 0引用数: 0
h-index: 0
机构:
East China Normal Univ, Sch Ecol & Environm Sci, Shanghai 200241, Peoples R ChinaShanghai Jiao Tong Univ, Sch Design, Dept Landscape Architecture, Shanghai 200240, Peoples R China
Meng, Chen
Song, Conghe
论文数: 0引用数: 0
h-index: 0
机构:
Univ North Carolina Chapel Hill, Dept Geog, Chapel Hill, NC 27599 USAShanghai Jiao Tong Univ, Sch Design, Dept Landscape Architecture, Shanghai 200240, Peoples R China
机构:
Capital Univ Econ & Business, Sch Urban Econ & Publ Adm, Beijing, Peoples R ChinaCapital Univ Econ & Business, Sch Urban Econ & Publ Adm, Beijing, Peoples R China
Wu, Xiaoxia
Huang, Yan
论文数: 0引用数: 0
h-index: 0
机构:
Capital Univ Econ & Business, Sch Urban Econ & Publ Adm, Beijing, Peoples R ChinaCapital Univ Econ & Business, Sch Urban Econ & Publ Adm, Beijing, Peoples R China
Huang, Yan
Gao, Jian
论文数: 0引用数: 0
h-index: 0
机构:
China Urban Construct Design & Res Inst Co Ltd, Beijing, Peoples R ChinaCapital Univ Econ & Business, Sch Urban Econ & Publ Adm, Beijing, Peoples R China
机构:
North China Elect Power Univ, Sch Water Resources & Hydropower Engn, Beijing 102206, Peoples R China
China Inst Water Resources & Hydropower Res, State Key Lab Simulat & Regulat Water Cycle River, Beijing 100038, Peoples R China
Beijing Univ Technol, Fac Architecture Civil & Transportat Engn, Beijing 100124, Peoples R ChinaNorth China Elect Power Univ, Sch Water Resources & Hydropower Engn, Beijing 102206, Peoples R China
Luo, Zhuoran
Liu, Jiahong
论文数: 0引用数: 0
h-index: 0
机构:
China Inst Water Resources & Hydropower Res, State Key Lab Simulat & Regulat Water Cycle River, Beijing 100038, Peoples R China
Beijing Univ Technol, Fac Architecture Civil & Transportat Engn, Beijing 100124, Peoples R ChinaNorth China Elect Power Univ, Sch Water Resources & Hydropower Engn, Beijing 102206, Peoples R China
Liu, Jiahong
Shao, Weiwei
论文数: 0引用数: 0
h-index: 0
机构:
China Inst Water Resources & Hydropower Res, State Key Lab Simulat & Regulat Water Cycle River, Beijing 100038, Peoples R ChinaNorth China Elect Power Univ, Sch Water Resources & Hydropower Engn, Beijing 102206, Peoples R China
Shao, Weiwei
Zhou, Jinjun
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Univ Technol, Fac Architecture Civil & Transportat Engn, Beijing 100124, Peoples R ChinaNorth China Elect Power Univ, Sch Water Resources & Hydropower Engn, Beijing 102206, Peoples R China
Zhou, Jinjun
Jia, Ruitao
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Univ Technol, Fac Architecture Civil & Transportat Engn, Beijing 100124, Peoples R ChinaNorth China Elect Power Univ, Sch Water Resources & Hydropower Engn, Beijing 102206, Peoples R China