Investigating heat-related health risks related to local climate zones using SDGSAT-1 high-resolution thermal infrared imagery in an arid megacity

Muhammad Fahad Baqa , Linlin Lu , Huadong Guo , Xiaoning Song , Seyed Kazem Alavipanah , Syed Nawaz-ul-Huda , Qingting Li , Fang Chen
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Abstract

Due to the compounding impacts of urbanization and climate change-induced warming, urban inhabitants face increasing risks of thermal health issues. The use of high-resolution maps that categorize intra-urban thermal environment and Local Climate Zones (LCZ) could enhance the understanding of the correlation between heat-related health risks and microclimates. In this study, a fine-scale heat risk assessment framework was applied in an arid megacity, Karachi, Pakistan. Following Crichton’s Risk Triangle framework, heat health risks were mapped by considering hazard-exposure-vulnerability components at the census ward level. The heat hazard was mapped using SDGSAT-1 thermal infrared data at a 30 m spatial resolution during summer season. Factors contributing most to heat vulnerability were identified as the availability of electricity facilities, bathroom facilities, and housing density, with contribution rates of 47.51 %, 21.86 %, and 8.07 %, respectively. Heat risks were considerably higher for built types (0.16) compared to natural LCZ types (0.07), with 65 % of LCZ 2, 3, 6, and 7 (compact mid-rise, compact low-rise, open low-rise, and lightweight low-rise areas) identified as high-risk areas. To mitigate heat risks, green space should be planned in LCZ2 and LCZ3 characterized by dense population and compact buildings arrangement, and public cooling facilities and infrastructure should be improved in LCZ7 featured with squatter and slum settlements. Urban planners may consider restricting the growth of these areas in newly-developed regions, including encroachments and unplanned settlements, to prevent further exacerbation of heat stress. This study offers a valuable guide for assessing and alleviating heat risks at the community level, thereby promoting the development of heat resilient urban areas.
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利用SDGSAT-1高分辨率热红外图像在干旱特大城市调查与当地气候带相关的热相关健康风险
由于城市化和气候变化引起的气候变暖的综合影响,城市居民面临越来越大的热健康风险。使用高分辨率地图对城市内部热环境和局部气候区(LCZ)进行分类,可以增强对热相关健康风险与小气候之间相关性的理解。在这项研究中,一个精细尺度的热风险评估框架应用于巴基斯坦的一个干旱特大城市卡拉奇。根据克莱顿的风险三角框架,通过考虑人口普查病房层面的危险暴露-脆弱性组成部分,绘制了热健康风险图。利用SDGSAT-1热红外数据在夏季以30 m空间分辨率绘制热危害图。对热脆弱性影响最大的因素是电力设施、卫生间设施和住房密度,贡献率分别为47.51%、21.86%和8.07%。与自然LCZ类型(0.07)相比,建筑类型的热风险(0.16)要高得多,其中65%的LCZ 2、3、6和7(紧凑型中高层、紧凑型低层、开放式低层和轻型低层)被确定为高风险区域。为降低热风险,在人口密集、建筑布局紧凑的LCZ2和LCZ3地区应规划绿地,在棚户区和贫民窟聚居的LCZ7地区应完善公共制冷设施和基础设施。城市规划者可以考虑在新开发地区限制这些区域的增长,包括侵占和计划外的定居点,以防止热应激进一步加剧。该研究为社区热风险评估和缓解提供了有价值的指导,从而促进热韧性城市地区的发展。
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来源期刊
International journal of applied earth observation and geoinformation : ITC journal
International journal of applied earth observation and geoinformation : ITC journal Global and Planetary Change, Management, Monitoring, Policy and Law, Earth-Surface Processes, Computers in Earth Sciences
CiteScore
12.00
自引率
0.00%
发文量
0
审稿时长
77 days
期刊介绍: The International Journal of Applied Earth Observation and Geoinformation publishes original papers that utilize earth observation data for natural resource and environmental inventory and management. These data primarily originate from remote sensing platforms, including satellites and aircraft, supplemented by surface and subsurface measurements. Addressing natural resources such as forests, agricultural land, soils, and water, as well as environmental concerns like biodiversity, land degradation, and hazards, the journal explores conceptual and data-driven approaches. It covers geoinformation themes like capturing, databasing, visualization, interpretation, data quality, and spatial uncertainty.
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