Landscape configuration and urban heat island effects: assessing the relationship between landscape characteristics and land surface temperature in Phoenix, Arizona

被引:424
|
作者
Connors, John Patrick [1 ,2 ]
Galletti, Christopher S. [2 ]
Chow, Winston T. L. [3 ]
机构
[1] Arizona State Univ, EcoSERV Grp, Tempe, AZ 85287 USA
[2] Arizona State Univ, Sch Geog Sci & Urban Planning, Tempe, AZ 85287 USA
[3] Arizona State Univ, Dept Engn, Mesa, AZ 85212 USA
基金
美国国家科学基金会;
关键词
ASTER; Quickbird; Remote sensing; CAP-LTER; Urban temperature; THERMAL EMISSION; UNITED-STATES; SATELLITE; PATTERN; VULNERABILITY; VEGETATION; CLIMATES; SYSTEM; IMPACT;
D O I
10.1007/s10980-012-9833-1
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
The structure of urban environments is known to alter local climate, in part due to changes in land cover. A growing subset of research focuses specifically on the UHI in terms of land surface temperature by using data from remote sensing platforms. Past research has established a clear relationship between land surface temperature and the proportional area of land covers, but less research has specifically examined the effects of the spatial patterns of these covers. This research considers the rapidly growing City of Phoenix, Arizona in the United States. To better understand how landscape structure affects local climate, we explored the relationship between land surface temperature and spatial pattern for three different land uses: mesic residential, xeric residential, and industrial/commercial. We used high-resolution (2.4 m) land cover data and an ASTER temperature product to examine 90 randomly selected sample sites of 240 square-meters. We (1) quantify several landscape-level and class-level landscape metrics for the sample sites, (2) measure the Pearson correlation coefficients between land surface temperature and each landscape metric, (3) conduct an analysis of variance among the three land uses, and (4) model the determinants of land surface temperature using ordinary least squares linear regression. The Pearson's correlation coefficients reveal significant relationships between several measures of spatial configuration and LST, but these relationships differ among the land uses. The ANOVA confirmed that mean land surface temperature and spatial patterns differed among the three land uses. Although a relationship was apparent between surface temperatures and spatial pattern, the results of the linear regression indicate that proportional land cover of grass and impervious surfaces alone best explains temperature in mesic residential areas. In contrast, temperatures in industrial/commercial areas are explained by changes in the configuration of grass and impervious surfaces.
引用
收藏
页码:271 / 283
页数:13
相关论文
共 50 条
  • [31] Impacts of urban forests and landscape characteristics on land surface temperature in two urban agglomeration areas of China
    Shen, Wenjuan
    Liu, Qing
    Ji, Mei
    He, Jiaying
    He, Tao
    Huang, Chengquan
    SUSTAINABLE CITIES AND SOCIETY, 2023, 99
  • [32] Seasonal variations in the relationship between landscape pattern and land surface temperature in Indianapolis, USA
    Liu, Hua
    Weng, Qihao
    ENVIRONMENTAL MONITORING AND ASSESSMENT, 2008, 144 (1-3) : 199 - 219
  • [33] Seasonal variations in the relationship between landscape pattern and land surface temperature in Indianapolis, USA
    Hua Liu
    Qihao Weng
    Environmental Monitoring and Assessment, 2008, 144 : 199 - 219
  • [34] Seasonal Dynamics of the Relationship between Landscape Pattern and Land Surface Temperature in A Coastal City
    Zhao, Xiaofeng
    Zhao, Yanchuang
    Kuang, Da
    2014 THIRD INTERNATIONAL WORKSHOP ON EARTH OBSERVATION AND REMOTE SENSING APPLICATIONS (EORSA 2014), 2014,
  • [35] Contribution of urban heat island on landscape composition and its impact to the land surface temperature (case study on Palembang City-Indonesia)
    Gaol, A. L.
    Serhalawan, Y. R.
    Kristianto, A.
    NATIONAL SEMINAR ON PHYSICS 2019, 2020, 1434
  • [36] Relationship between landscape characteristics and surface water quality
    C. L. Chang
    W. H. Kuan
    P. S. Lui
    C. Y. Hu
    Environmental Monitoring and Assessment, 2008, 147 : 57 - 64
  • [37] Relationship between landscape characteristics and surface water quality
    Chang, C. L.
    Kuan, W. H.
    Lui, P. S.
    Hu, C. Y.
    ENVIRONMENTAL MONITORING AND ASSESSMENT, 2008, 147 (1-3) : 57 - 64
  • [38] Urban engineering insights: Spatiotemporal analysis of land surface temperature and land use in urban landscape
    Shu, Bo
    Chen, Yang
    Zhang, Kai-xiang
    Dehghanifarsani, Laleh
    Amani-Beni, Majid
    ALEXANDRIA ENGINEERING JOURNAL, 2024, 92 : 273 - 282
  • [39] Estimation of the Relationship Between Urban Vegetation Configuration and Land Surface Temperature with Remote Sensing
    Ren Zhibin
    Zheng Haifeng
    He Xingyuan
    Zhang Dan
    Yu Xingyang
    JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING, 2015, 43 (01) : 89 - 100
  • [40] Estimation of the Relationship Between Urban Vegetation Configuration and Land Surface Temperature with Remote Sensing
    Ren Zhibin
    Zheng Haifeng
    He Xingyuan
    Zhang Dan
    Yu Xingyang
    Journal of the Indian Society of Remote Sensing, 2015, 43 : 89 - 100