Chen Xie, Zhang Shicong, Tian Zhiyong, Luo Yongqiang, Deng Jie, Fan Jianhua
School of Environmental Science and Engineering, Huazhong University of Science and Technology, Wuhan, 430074, China.
Institute of Building Environment and Energy, China Academy of Building Research, Beijing, 100013, China.
Environ Sci Pollut Res Int. 2023 Apr;30(20):58362-58377. doi: 10.1007/s11356-023-26673-3. Epub 2023 Mar 29.
Urban heat island (UHI) is one of the important effects of urbanization on built environment. Land surface temperature data was taken from moderate-resolution imaging spectroradiometer (MODIS) to investigate the long-term spatiotemporal patterns of UHI in Wuhan during 20012018 and, the UHI intensity changes of built-up land in 13 administrative regions in Wuhan were analyzed. Furthermore, 34 spatial error models and 34 ordinary least squares models were established and compared. Spatial error models showed good fitting effect, which were used to determine the influence of normalized difference vegetation index (NDVI), normalized difference building index (NDBI), and social-economic factors (population and nighttime light) on UHI intensity in central urban area and new urban area. The explanatory power changes of these four indicators during 20012018 were explored as well. The average UHI intensity in 20142018 has increased by about 0.45 °C compared to that in 20012005. NDBI is the most dominant factor contributing to the increase in temperature. The impact of NDVI on UHI intensity changes from negative to positive, and the impact of NDBI on UHI intensity in central urban area is weakened during 2001-2018. Social-economic factors have a greater impact on new urban area than on central urban area. These findings show the effects and the explanatory power changes of driving factors during 18 years, which can provide a better understanding of the formation and development of UHI and support for the future urban planning of Wuhan.
城市热岛效应(UHI)是城市化对建成环境的重要影响之一。利用中分辨率成像光谱仪(MODIS)获取的地表温度数据,研究了2001年至2018年武汉市城市热岛效应的长期时空格局,并分析了武汉市13个行政区建成区的城市热岛强度变化。此外,建立并比较了34个空间误差模型和34个普通最小二乘模型。空间误差模型显示出良好的拟合效果,用于确定归一化植被指数(NDVI)、归一化建筑指数(NDBI)和社会经济因素(人口和夜间灯光)对中心城区和新城区城市热岛强度的影响。还探讨了这四个指标在2001年至2018年期间的解释力变化。2014年至2018年的平均城市热岛强度比2001年至2005年增加了约0.45℃。NDBI是导致气温升高的最主要因素。2001 - 2018年期间,NDVI对城市热岛强度的影响由负变正,中心城区NDBI对城市热岛强度的影响减弱。社会经济因素对新城区的影响大于对中心城区的影响。这些研究结果揭示了18年来驱动因素的影响及其解释力变化,有助于更好地理解城市热岛效应的形成和发展,为武汉市未来的城市规划提供支持。