Four-decade response of land surface temperature to urban expansion in Beijing

被引:9
作者
Wang, Yibing [1 ,2 ]
Xie, Xianhong [1 ,2 ]
Zhao, Xiang [1 ,2 ]
Liang, Shunlin [3 ]
Zhu, Bowen [4 ]
Tursun, Arken [1 ,2 ]
Jiang, Fuxiao [1 ,2 ]
Liu, Yao [1 ,2 ]
Zhang, Xiaotong [1 ,2 ]
机构
[1] Beijing Normal Univ, State Key Lab Remote Sensing Sci, Beijing 100875, Peoples R China
[2] Beijing Normal Univ, Fac Geog Sci, Inst Remote Sensing Sci & Engn, Beijing Engn Res Ctr Global Land Remote Sensing Pr, Beijing 100875, Peoples R China
[3] Univ Hong Kong, Dept Geog, Hong Kong, Peoples R China
[4] Taiyuan Univ Technol, Coll Water Sci & Engn, Taiyuan 030024, Peoples R China
基金
中国国家自然科学基金;
关键词
Land surface temperature; Satellite product; Integration of physical modeling; Urban expansion; Heat stress and phenology; Beijing; HEAT-ISLAND; CLIMATE-CHANGE; CHINA; MODEL; VEGETATION; IMPACT; PARAMETERIZATION; URBANIZATION; MODIS; WATER;
D O I
10.1016/j.agrformet.2023.109653
中图分类号
S3 [农学(农艺学)];
学科分类号
0901 ;
摘要
Urban expansion with increased impervious surface area (ISA) can affect the thermal regimes by altering the water and energy balance. Previous studies have indicated that ISA is the primary surrogate of rising land surface temperature (LST). However, urban-induced LST changes are not yet well quantified because of the temporal limitations of the LST datasets and the uncertainties from climate variabilities. In this study, we integrated multiple satellite-based products (vegetation coverage, albedo and radiation forcing) into a physically-based land surface model i.e., Variable Infiltration Capacity (VIC), to detect multi-temporal scale response of LST to the increasing ISA in Beijing. Heat transfer-related parameters in the model were updated along with urbanization processes. The integrated modeling presented high performance for simulating LST, as evaluated with groundbased observations and the MODerate-resolution Imaging Spectroradiometer (MODIS) LST product. We found that the average LST over Beijing increased from 10.3 C in 1980-1990 to 11.2 C in 2010-2020, with nearly 33% contributed by the urban growth. The urban-induced thermal effect was particularly strong in summer daytime and winter nighttime. The frequency of heat days (the day with the maximum LST over 40 C) in a year for Beijing appeared to linearly correlate with the impervious surface fraction (ISF) when ISF > 25%. For the urbanizing area, moreover, the four-decade LST estimates indicated that the annual overheating duration was obviously extended with a rate of about 5 days per decade. We therefore conclude that the urban expansion in Beijing not only amplified heat stress but also altered heat phenology, which have implications for urban planning and the construction of heat mitigation facilities.
引用
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页数:13
相关论文
共 97 条
[1]   Landsat-7 long-term acquisition plan: Development and validation [J].
Arvidson, Terry ;
Goward, Samuel ;
Gasch, John ;
Williams, Darrel .
PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING, 2006, 72 (10) :1137-1146
[2]   Impact of urbanization on US surface climate [J].
Bounoua, Lahouari ;
Zhang, Ping ;
Mostovoy, Georgy ;
Thome, Kurtis ;
Masek, Jeffrey ;
Imhoff, Marc ;
Shepherd, Marshall ;
Quattrochi, Dale ;
Santanello, Joseph ;
Silva, Julie ;
Wolfe, Robert ;
Toure, Ally Mounirou .
ENVIRONMENTAL RESEARCH LETTERS, 2015, 10 (08)
[3]   Correlation Analysis of the Urban Heat Island Effect and Its Impact Factors in China [J].
Cao C. ;
Li X.-H. ;
Zhang M. ;
Liu S.-D. ;
Xu J.-P. .
Huanjing Kexue/Environmental Science, 2017, 38 (10) :3987-3997
[4]   Temporal and spatial characteristics of the urban heat island in Beijing and the impact on building design and energy performance [J].
Cui, Ying ;
Yan, Da ;
Hong, Tianzhen ;
Ma, Jingjin .
ENERGY, 2017, 130 :286-297
[5]   Development of a China Dataset of Soil Hydraulic Parameters Using Pedotransfer Functions for Land Surface Modeling [J].
Dai, Yongjiu ;
Shangguan, Wei ;
Duan, Qingyun ;
Liu, Baoyuan ;
Fu, Suhua ;
Niu, Guoyue .
JOURNAL OF HYDROMETEOROLOGY, 2013, 14 (03) :869-887
[6]  
Danielson J. J., 2011, US Geological Survey Open-File Report 2011-1073 26, DOI 10.3133/ofr20111073
[7]   Urban heat island effect: A systematic review of spatio-temporal factors, data, methods, and mitigation measures [J].
Deilami, Kaveh ;
Kamruzzaman, Md. ;
Liu, Yan .
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2018, 67 :30-42
[8]   Changes in hot days and heat waves in China during 1961-2007 [J].
Ding, Ting ;
Qian, Weihong ;
Yan, Zhongwei .
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2010, 30 (10) :1452-1462
[9]   A comprehensive approach for the simulation of the Urban Heat Island effect with the WRF/SLUCM modeling system: The case of Athens (Greece) [J].
Giannaros, Christos ;
Nenes, Athanasios ;
Giannaros, Theodore M. ;
Kourtidis, Konstantinos ;
Melas, Dimitrios .
ATMOSPHERIC RESEARCH, 2018, 201 :86-101
[10]   40-Year (1978-2017) human settlement changes in China reflected by impervious surfaces from satellite remote sensing [J].
Gong, Peng ;
Li, Xuecao ;
Zhang, Wei .
SCIENCE BULLETIN, 2019, 64 (11) :756-763