Study on Urban Thermal Environment in Beijing Based on Local Climate Zone Method
Fei Han,
Xinqi Zheng,
Jiayang Li,
Yuwei Zhao and
Minrui Zheng
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Fei Han: School of Information Engineering, China University of Geosciences, Beijing 100083, China
Xinqi Zheng: School of Information Engineering, China University of Geosciences, Beijing 100083, China
Jiayang Li: School of Information Engineering, China University of Geosciences, Beijing 100083, China
Yuwei Zhao: School of Information Engineering, China University of Geosciences, Beijing 100083, China
Minrui Zheng: School of Public Administration and Policy, Renmin University of China, Beijing 100872, China
Sustainability, 2022, vol. 14, issue 15, 1-20
Abstract:
In recent years, with the introduction of the concept of a local climate zone (LCZ), researchers have proved that adding an LCZ to the Weather Research and Forecasting (WRF) Model can improve the simulation effect. However, many existing studies cannot explain whether the improvement of accuracy in the model results is the effect of the refined zone or the effect of urban area correction, so they cannot explain the advantages of LCZ data. Therefore, this paper uses remote sensing images to generate two kinds of land use data sets and introduces them into the Weather Research and Forecasting Model coupled with the building energy model (WRF-BEM). In this paper, the two factors of urban area expansion and fine classification are considered, and three numerical examples are set up to simulate high-temperature weather in August 2019. The research shows that the simulated 2 m temperature of the scheme of correcting only urban area is the closest to the observed data. Although the RMSE in the 2 m temperature simulated by the LCZ scheme is 0.43 °C higher than that of the scheme of correcting only the urban area, it can well reproduce the spatial variation characteristics of 2 m temperature. In addition, different urban morphologies affect the spatial distribution of the surface urban heat islands in Beijing. High surface urban heat island effect zones mainly appear in the compact low-rise, compact mid-rise, and large low-rise types.
Keywords: local climate zone; WRF model; urban canopy model; Beijing (search for similar items in EconPapers)
JEL-codes: O13 Q Q0 Q2 Q3 Q5 Q56 (search for similar items in EconPapers)
Date: 2022
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