Modeling the Impact and Risk Assessment of Urbanization on Urban Heat Island and Thermal Comfort Level of Beijing City, China (2005–2020)
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Published:2023-03-31
Issue:7
Volume:15
Page:6043
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ISSN:2071-1050
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Container-title:Sustainability
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language:en
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Short-container-title:Sustainability
Author:
Amir Siddique Muhammad12ORCID, Boqing Fan13, Dongyun Liu1
Affiliation:
1. School of Landscape Architecture, Beijing Forestry University, Beijing 100107, China 2. School of Architecture, Tianjin University, Tianjin 300272, China 3. School of Architecture, Southeast University, Nanjing 210018, China
Abstract
Rapid urbanization poses a threat to various ecosystem services. Beijing has undergone extensive infrastructure development in recent years. The study aims to extract land surface temperature (LST) and land use cover (LUC) data from satellite imagery, identify urban heat island (UHI) areas in Beijing, and determine the correlation between LST, LUC, NDVI, and BUI. It will also investigate the relationship between UHI and built/unbuilt areas, evaluate thermal comfort in Beijing using UTFVI, and assess the ecological quality of different land use types using the Ecological Evaluation Index (EEI). The results can inform urban planning and management in rapidly urbanizing and climate-changing regions. Changes in LUC and other activities affect the distribution of LST. For the study years (2005–2020), the estimated mean LST in Beijing was 24.72 °C, 27.07 °C, 26.22 °C, and 27.03 °C, respectively. A significant positive correlation (r = 0.96 p > 0.005) was found between LST and urban areas with other infrastructures. Geographically weighted regression (GWR) outperformed with Adj R2 > 0.74, suggesting that the extent of an urban heat island (UHI) is strongly dependent on the settlements, LUC composition, size, and terrain of surrounding communities. Urban hotspots in the city were identified and validated using Google Earth imagery. The Ecological Evaluation Index (EEI) value was relatively low compared to other ecosystem-related units. EEI showed a continuous increase of six percent in the most negative categories, indicating an unstable environment. This study concludes that urbanization affects the city’s environment, and study findings would help to regulate the urban ecosystem in Beijing.
Subject
Management, Monitoring, Policy and Law,Renewable Energy, Sustainability and the Environment,Geography, Planning and Development,Building and Construction
Reference51 articles.
1. Khan, T.U., Mannan, A., Hacker, C.E., Ahmad, S., Amir Siddique, M., Khan, B.U., Din, E.U., Chen, M., Zhang, C., and Nizami, M. (2021). Use of GIS and Remote Sensing Data to Understand the Impacts of Land Use/Land Cover Changes (LULCC) on Snow Leopard (Panthera uncia) Habitat in Pakistan. Sustainability, 13. 2. Temporal-Spatial Analysis of the Warming Effect of Different Cultivated Land Urbanization of Metropolitan Area in China;Li;Sci. Rep.,2020 3. Assessment and simulation of land use and land cover change impacts on the land surface temperature of Chaoyang District in Beijing, China;Dongyun;PeerJ,2020 4. Ullah, N., Siddique, M.A., Ding, M., Grigoryan, S., Zhang, T., and Hu, Y. (2022). Spatiotemporal Impact of Urbanization on Urban Heat Island and Urban Thermal Field Variance Index of Tianjin City, China. Buildings, 12. 5. Huang, Y., Qiu, Q., Sheng, Y., Min, X., and Cao, Y. (2019). Exploring the Relationship between Urbanization and the Eco-Environment: A Case Study of Beijing. Sustainability, 11.
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