DATA AND TECHNIQUES FOR STUDYING THE URBAN HEAT ISLAND EFFECT IN JOHANNESBURG

被引:14
作者
Hardy, C. H. [1 ]
Nel, A. L. [1 ]
机构
[1] Univ Johannesburg, Dept Mech Engn Sci, Johannesburg, South Africa
来源
36TH INTERNATIONAL SYMPOSIUM ON REMOTE SENSING OF ENVIRONMENT | 2015年 / 47卷 / W3期
关键词
Urban Heat Island; Remote Sensing; Thermal Infrared; Land Surface Temperature; Multi-temporal;
D O I
10.5194/isprsarchives-XL-7-W3-203-2015
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The city of Johannesburg contains over 10 million trees and is often referred to as an urban forest. The intra-urban spatial variability of the levels of vegetation across Johannesburg's residential regions has an influence on the urban heat island effect within the city. Residential areas with high levels of vegetation benefit from cooling due to evapo-transpirative processes and thus exhibit weaker heat island effects; while their impoverished counterparts are not so fortunate. The urban heat island effect describes a phenomenon where some urban areas exhibit temperatures that are warmer than that of surrounding areas. The factors influencing the urban heat island effect include the high density of people and buildings and low levels of vegetative cover within populated urban areas. This paper describes the remote sensing data sets and the processing techniques employed to study the heat island effect within Johannesburg. In particular we consider the use of multi-sensorial multi-temporal remote sensing data towards a predictive model, based on the analysis of influencing factors.
引用
收藏
页码:203 / 206
页数:4
相关论文
共 17 条
[1]  
Adebayo Y. R., 1987, Weather, V42, P273, DOI 10.1002/j.1477-8696.1987.tb04906.x
[2]   Two decades of urban climate research: A review of turbulence, exchanges of energy and water, and the urban heat island [J].
Arnfield, AJ .
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2003, 23 (01) :1-26
[3]   A simple and effective method for filling gaps in Landsat ETM plus SLC-off images [J].
Chen, Jin ;
Zhu, Xiaolin ;
Vogelmann, James E. ;
Gao, Feng ;
Jin, Suming .
REMOTE SENSING OF ENVIRONMENT, 2011, 115 (04) :1053-1064
[4]  
GOLDREICH Y, 1985, J CLIM APPL METEOROL, V24, P1237, DOI 10.1175/1520-0450(1985)024<1237:TSOTGL>2.0.CO
[5]  
2
[6]  
Goslee SC, 2011, J STAT SOFTW, V43
[7]   A multi-scale segmentation approach to filling gaps in Landsat ETM+ SLC-off images [J].
Maxwell, S. K. ;
Schmidt, G. L. ;
Storey, J. C. .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2007, 28 (23) :5339-5356
[8]   Surface Urban Heat Island Across 419 Global Big Cities [J].
Peng, Shushi ;
Piao, Shilong ;
Ciais, Philippe ;
Friedlingstein, Pierre ;
Ottle, Catherine ;
Breon, Francois-Marie ;
Nan, Huijuan ;
Zhou, Liming ;
Myneni, Ranga B. .
ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2012, 46 (02) :696-703
[9]  
Pournelle G. H., 1953, Journal of Mammalogy, V34, P133, DOI 10.1890/0012-9658(2002)083[1421:SDEOLC]2.0.CO
[10]  
2