Evaluation of urban heat island over Hefei based on meteorological observations and MODIS data
YANG Cui-qin1, HE Wei1, ZHU Mao-sheng1, JIA Zhen1, XU Zhao1, YANG Wen2
1. Department of Building Environment and Equipment, College of Civil Engineering, Hefei University of Technology, Hefei 230009, China; 2. Qinghai College of Architectural Technology, Xining 810012, China
Abstract:Based on the measured meteorological data from 1981 to 2020, the temporal and spatial trends of temperature and urban heat island (UHI) in urban and suburban areas of Hefei were studied. Combined with MODIS remote sensing data from 2000 to 2020, this paper verified the UHI in Hefei area, and then analyzed the correlation between land use/land cover (LULC) type and land surface temperature (LST), as well as the correlation between normalized vegetation index (NDVI) and LST. The results show that there was an obvious UHI effect over Hefei. The heat island area was in the center of the city, and the area expands with time. Both air temperature and surface temperature showed an upward trend, and the annual average temperature of urban and suburban increased by 2℃ and 1.5℃, respectively. The urban heat island intensity (UHII) is the highest in summer, reaching 1.7℃, while the effect was the weakest in winter. With the development of the city, the built-up area of Hefei increased by about 46.8%, while the green space area gradually decreased, and the green space area shows a significant negative correlation with the LST. During the daytime, there is a positive correlation between LST and NDVI. At night, the NDVI can slow down the temperature increase at night, showing a negative correlation. Based on the latest data, this study studies the temporal and spatial variations of temperature and heat island effect in Hefei, and discusses the effects of land use and vegetation cover on LST, which can provide reference for the study of urban thermal environment and the improvement of urban environment.
杨翠芹, 何伟, 邾茂盛, 贾臻, 徐昭, 杨文. 基于气象站和MODIS数据合肥地区城市热岛评价[J]. 中国环境科学, 2023, 43(S1): 243-250.
YANG Cui-qin, HE Wei, ZHU Mao-sheng, JIA Zhen, XU Zhao, YANG Wen. Evaluation of urban heat island over Hefei based on meteorological observations and MODIS data. CHINA ENVIRONMENTAL SCIENCECE, 2023, 43(S1): 243-250.
[1] 赵安周,裴韬,曹森,等.京津冀城市扩张对植被和地表城市热岛的影响[J].中国环境科学, 2020,40(4):1825-1833. Zhao A Z, Pei T, Cao S, et al. Impacts of urbanization on vegetation growth and surface urban heat island intensity in the Beijing-Tianjin-Hebei [J].China Environmental Science, 2020,40(4):1825-1833. [2] Tian L, Lu J, Li Y, et al. Temporal characteristics of urban heat island and its response to heat waves and energy consumption in the mountainous Chongqing, China [J].Sustainable Cities and Society, 2021,75. [3] Ren G, Zhou Y, Chu Z, et al. Urbanization effects on observed surface air temperature trends in North China [J].Journal of Climate, 2008,21(6):1333-1348. [4] 杨敏,杨贵军,王艳杰,等.北京城市热岛效应时空变化遥感分析[J].国土资源遥感, 2018,30(3):213-223. Yang M, Yang G J, Wang Y J, et al. Remote sensing analysis of temporal -spatial variations of urban heat island effect over Beijing [J].Remote Sensing for Land and Resources, 2018,30(3):213-223. [5] Zhou D, Xiao J, Bonafoni S, et al. Satellite remote sensing of surface urban heat islands: progress, challenges, and perspectives [J].Remote Sensing, 2018,11(1):415-429. [6] Liu L, Zhang Y. Urban heat island analysis using the Landsat TM Data and ASTER Data: A case study in Hong Kong [J].Remote Sensing, 2011,3(7):1535-1552. [7] 陈命男,张浩,唐靖寅,等.上海城市地表热环境多时期遥感研究[J].中国环境科学, 2011,31(7):1143-1151. Chen M N, Zhang H, Tang J Y, et al. Study on the thermal environment of land surface in Shanghai with multi-temporal remote sensing images [J].China Environmental Science, 2011,31(7):1143-1151. [8] Chen W, Zhang Y, Gao W, et al. The investigation of urbanization and urban heat island in Beijing based on remote sensing [J].Procedia -Social and Behavioral Sciences, 2016,216:141-150. [9] Tepanosyan G, Muradyan V, Hovsepyan A, et al. Studying spatial-temporal changes and relationship of land cover and surface Urban Heat Island derived through remote sensing in Yerevan, Armenia [J].Building and Environment, 2021,187:107390. [10] Halder B, Bandyopadhyay J, Banik P. Monitoring the effect of urban development on urban heat island based on remote sensing and geo-spatial approach in Kolkata and adjacent areas, India [J].Sustainable Cities and Society, 2021,74:103186. [11] Rashid N, Alam J A M M, Chowdhury M A, et al. Impact of landuse change and urbanization on urban heat island effect in Narayanganj city, Bangladesh: A remote sensing-based estimation [J].Environmental Challenges, 2022,8:100571. [12] Wang R, Hou H, Murayama Y, et al. Spatiotemporal analysis of Land Use/Cover patterns and their relationship with land surface temperature in Nanjing, China [J].Remote Sensing, 2020,12(3):440. [13] 李壮,季民,张镯漫.基于地理探测器的合肥市热岛效应影响因素分析[J].测绘与空间地理信息, 2022,45(3):56-59. Li Z, Ji M, Zhang Z M. Analysis of influencing factors of heat island effect in Hefei City based on geographical detectors [J].Geomatics & Spatial Information Technology, 2022,45(3):56-59. [14] 刘玲,吴坤悌,黄光瑞,等.合肥城市发展对热岛强度的影响[J].长江流域资源与环境, 2008,17(Z1):88-93. Liu L, Wu K T, Huang G R, et al. Influence of urbanization on the urban thermal island in Hefei [J].Resources and Environment in the Yangtze Basin, 2008,17(Z1):88-93. [15] 刘盼盼,王璠,汪静,等.基于遥感影像的合肥市热岛效应分析[J].山西建筑, 2021,47(18):168-170. Liu P P, Wang F, Wang J, et al. Analysis of heat island effect in Hefei city based on remote sensing image [J].Shanxi Architecture, 2021, 47(18):168-170. [16] 石涛,杨元建,马菊,等.基于MODIS的安徽省代表城市热岛效应时空特征[J].应用气象学报, 2013,24(4):484-494. Shi T, Yang Y J, Ma J, et al. Spatial-temporal characteristics of urban heat island in typical cities of Anhui Province based on MODIS [J].Journal of applied meteorological science, 2013,24(4):484-494. [17] 合肥统计局,国家统计局合肥调查队.合肥统计年鉴[M].北京:中国统计出版社, 2022,36:35-37. Hefei Municipal Bureau of Statistics, NBS Survey Office in Hefei, Hefei Statistical Yearbook [M].Beijing: China Statistics Press, 2022, 36:35-37. [18] 张德军,杨世琦,祝好,等.重庆市主城都市区热岛效应定量评估[J].应用气象学报, 2023,34(1):91-103. Zhang D J, Yang S Q, Zhu H, et al. Quantitative evaluation of heat island effect in Chongqing Metropolitan Circle [J].Journal of applied meteorological science, 2023,34(1):91-103. [19] Chatterjee U, Majumdar S. Impact of land use change and rapid urbanization on urban heat island in Kolkata city: A remote sensing based perspective [J].Journal of Urban Management, 2022,11(1): 59-71. [20] 严平,杨书运,王相文,等.合肥城市热岛强度及绿化效应[J].合肥工业大学学报, 2000,23(3):348-352. Yan P, Yang S Y, Wang X W, et al. Effect of the heat island and greening of Hefei [J].Journal of Hefei University of Technology, 2023,34(1):91-103.