Mapping Spatiotemporal Patterns and Multi-Perspective Analysis of the Surface Urban Heat Islands across 32 Major Cities in China

被引:15
作者
Wang, Juan [1 ,2 ]
Meng, Bin [1 ]
Fu, Dongjie [2 ]
Pei, Tao [1 ,2 ]
Xu, Chengdong [2 ]
机构
[1] Beijing Union Univ, Coll Appl Arts & Sci, Beijing 100191, Peoples R China
[2] Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, State Key Lab Resources & Environm Informat Syst, Beijing 100101, Peoples R China
基金
美国国家科学基金会; 国家重点研发计划;
关键词
surface urban heat island; spatiotemporal patterns; climatic zones; urbanization; China; LAND-USE; TEMPERATURE; CLIMATE; IMPACT; COVER; DETERMINANTS; INTENSITY; POLLUTION; HEALTH; TRENDS;
D O I
10.3390/ijgi7060207
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
As urban thermal environments are being caused by global climatic changes and urbanization is not uniform on diurnal, seasonal, or annual scales, the spatiotemporal patterns of surface urban heat islands (SUHI) similarly vary between cities across regions. This research assessed the spatiotemporal variations in SUHI intensities (SUHII), and then revealed their spatiotemporal patterns and relationships that existed within 32 major cities in China using spatialization technologies, such as the self-organizing map (SOM) method and statistical methods. Results showed that the spatial patterns of the SUHII patterns in China were significantly affected by the climatic types, whereas human heat discharge also disturbed the patterns to a certain extent. Specifically, the daytime SUHIIs in China had much higher seasonal variations in North China than in South China. The nighttime SUHIIs were much weaker and more stable than the daytime SUHIIs, and had far more obvious spatial patterns with much higher values in North China than in South China. As for the temporal regimes, the temporal variation in the SUHIIs in one city was more related to the development of the urbanization. To be specific, not all cities were experiencing increasingly worse urban thermal environments with urbanization as reported by previous studies. This research not only proposes a spatiotemporal framework to study the SUHIIs patterns and their relationships, but also provides an in-depth and comprehensive understanding of SUHIIs in China.
引用
收藏
页数:14
相关论文
共 53 条
[1]  
Agarwal P., 2008, Self-organising maps: Applications in geographic information science
[2]  
[Anonymous], 2001, ARMENIAN QUESTION TU
[3]   Assessing the Distribution of Urban Green Spaces and its Anisotropic Cooling Distance on Urban Heat Island Pattern in Baotou, China [J].
Bao, Tongliga ;
Li, Xueming ;
Zhang, Jing ;
Zhang, Yingjia ;
Tian, Shenzhen .
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2016, 5 (02)
[4]   Impact of Urban Growth on Surface Climate: A Case Study in Oran, Algeria [J].
Bounoua, Lahouari ;
Safia, Abdelmounaine ;
Masek, Jeffrey ;
Peters-Lidard, Christa ;
Imhoff, Marc L. .
JOURNAL OF APPLIED METEOROLOGY AND CLIMATOLOGY, 2009, 48 (02) :217-231
[5]   Urban heat islands and landscape heterogeneity: linking spatiotemporal variations in surface temperatures to land-cover and socioeconomic patterns [J].
Buyantuyev, Alexander ;
Wu, Jianguo .
LANDSCAPE ECOLOGY, 2010, 25 (01) :17-33
[6]   AN ANALYSIS OF AN URBAN HEAT SINK [J].
CARNAHAN, WH ;
LARSON, RC .
REMOTE SENSING OF ENVIRONMENT, 1990, 33 (01) :65-71
[7]   Study on the cooling effects of urban parks on surrounding environments using Landsat TM data: a case study in Guangzhou, southern China [J].
Chen, Xiuzhi ;
Su, Yongxian ;
Li, Dan ;
Huang, Guangqing ;
Chen, Weiqi ;
Chen, Shuisen .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2012, 33 (18) :5889-5914
[8]   The influence of socioeconomic and topographic factors on nocturnal urban heat islands: a case study in Shenzhen, China [J].
Chen, Zhi ;
Gong, Chongfeng ;
Wu, Jie ;
Yu, Shixiao .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2012, 33 (12) :3834-3849
[9]   MODIS detected surface urban heat islands and sinks: Global locations and controls [J].
Clinton, Nicholas ;
Gong, Peng .
REMOTE SENSING OF ENVIRONMENT, 2013, 134 :294-304
[10]   Spatial regression models of park and land-use impacts on the urban heat island in central Beijing [J].
Dai, Zhaoxin ;
Guldmann, Jean-Michel ;
Hu, Yunfeng .
SCIENCE OF THE TOTAL ENVIRONMENT, 2018, 626 :1136-1147