Remote sensing‐based geostatistical hot spot analysis of Urban Heat Islands in Dhaka, Bangladesh

IF 2.2 3区 社会学 Q2 GEOGRAPHY Singapore Journal of Tropical Geography Pub Date : 2023-08-30 DOI:10.1111/sjtg.12507
N. Hussain, S.M. Shahriar Ahmed, Amena Muzaffar Shumi
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Abstract

Urban Heat Island (UHI) refers to a phenomenon whereby urban areas experience higher temperatures compared to the surrounding areas. Remote sensing‐based Land Surface Temperature (LST) measurements can be utilized to measure UHI. This study emphasized on geostatistical remote sensing‐based hot spot analysis () of UHI in Dhaka, Bangladesh as a way of examining the influences of Land Use Land Cover (LULC) on UHI from 1991 to 2015. Landsat 5 and 7 satellite‐based remote sensing indices were used to explore LULC, UHI and environmental footprints during the study period. The Urban Compactness Ratio (CoR) was used to calculate the urban form and augmented characteristics. The Surface Urban Heat Island (SUHI) intensity (ΔT) was also used to explore the effects of UHI on the surrounding marginal area. Based on our investigations into LULC, we discovered that around 71.34 per cent of water bodies and 71.82 percent of vegetation cover decreased from 1991 to 2015 in Dhaka city. Contrastingly, according to CoR readings, 174.13 km2 of urban areas expanded by 249.77 per cent. Our hot spot analysis also revealed that there was a 93.73 per cent increase in hot concentration zones. Furthermore, the average temperature of the study area had increased by 3.26°C. We hope that the methods and results of this study can contribute to further research on urban climate.
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基于遥感的孟加拉国达卡城市热岛地统计热点分析
城市热岛(UHI)是指城市地区比周边地区温度更高的现象。基于遥感的地表温度(LST)测量可用于测量热岛指数。本研究重点对孟加拉国达卡地区1991 - 2015年土地利用/土地覆盖(LULC)对城市热岛指数的影响进行了基于地统计遥感的热点分析()。利用Landsat 5和Landsat 7卫星遥感指数对研究期间的土地利用储量、城市热岛指数和环境足迹进行了研究。城市紧凑度(CoR)用于计算城市形态和增强特征。利用地表城市热岛强度(ΔT)分析了地表城市热岛对周边边缘区域的影响。通过对土地利用变化(LULC)的调查发现,1991 - 2015年达喀市约有71.34%的水体和71.82%的植被覆盖减少。相比之下,根据CoR的读数,174.13平方公里的城市面积扩大了249.77%。我们的热点分析还显示,热点集中区增加了93.73%。研究区平均气温上升3.26℃。我们希望本研究的方法和结果能对城市气候的进一步研究有所贡献。
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来源期刊
CiteScore
4.30
自引率
9.10%
发文量
54
期刊介绍: The Singapore Journal of Tropical Geography is an international, multidisciplinary journal jointly published three times a year by the Department of Geography, National University of Singapore, and Wiley-Blackwell. The SJTG provides a forum for discussion of problems and issues in the tropical world; it includes theoretical and empirical articles that deal with the physical and human environments and developmental issues from geographical and interrelated disciplinary viewpoints. We welcome contributions from geographers as well as other scholars from the humanities, social sciences and environmental sciences with an interest in tropical research.
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