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Spatially Explicit Mapping of Heat Health Risk Utilizing Environmental and Socioeconomic Data

机译:利用环境和社会经济数据在空间上明确显示热健康风险

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摘要

Extreme heat events,a leading cause of weather-related fatality worldwide, are expected to intensify, last longer, and occur more frequently in the near future. In heat health risk assessments, a spatiotemporal mismatch usually exists between hazard (heat stress) data and exposure (population distribution) data. Such mismatch is present because demographic data are generally updated every couple of years and unavailable at the subcensus unit level, which hinders the ability to diagnose human risks. In the present work, a human settlement index based on multisensor remote sensing data, including nighttime light, vegetation index, and digital elevation model data, was used for heat exposure assessment on a per-pixel basis. Moreover, the nighttime urban heat island effect was considered in heat hazard assessment. The heat-related health risk was spatially explicitly assessed and mapped at the 250 m X 250 m pixel level across Zhejiang Province in eastern China. The results showed that the accumulated heat risk estimates and the heat-related deaths were significantly correlated at the county level (Spearman's correlation coefficient - 0.76, P < 0.01). Our analysis introduced a spatially specific methodology for the risk mapping of heat-related health outcomes, which is useful for decision support in preparation and mitigation of heat-related risk and potential adaptation.
机译:极热事件是全球与天气有关的死亡的主要原因,预计在不久的将来会加剧,持续更长时间并且更频繁地发生。在热健康风险评估中,危害(热应力)数据和暴露(人口分布)数据之间通常存在时空失配。之所以存在这种失配,是因为人口统计数据通常每两年更新一次,并且在人口普查单位级别不可用,这阻碍了诊断人类风险的能力。在当前的工作中,基于多传感器遥感数据(包括夜间光,植被指数和数字高程模型数据)的人类居住指数被用于每个像素的热暴露评估。此外,在热危害评估中考虑了夜间城市热岛效应。在中国东部浙江省,在250 m X 250 m像素水平上对与热相关的健康风险进行了空间显式评估,并将其绘制在地图上。结果表明,在县一级累积的热风险估计值与与热相关的死亡显着相关(Spearman相关系数-0.76,P <0.01)。我们的分析引入了一种空间特定的方法来绘制与热相关的健康结果的风险图,这对于在准备和减轻与热相关的风险和潜在适应性方面的决策支持很有用。

著录项

  • 来源
    《Environmental Science & Technology》 |2017年第3期|1498-1507|共10页
  • 作者单位

    Institute of Island and Coastal Ecosystems, Ocean College, Zhejiang University, Zhoushan 316021, China;

    Institute of Island and Coastal Ecosystems, Ocean College, Zhejiang University, Zhoushan 316021, China;

    Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou 310051, China;

    Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou 310051, China;

    Institute of Island and Coastal Ecosystems, Ocean College, Zhejiang University, Zhoushan 316021, China ,Center for Global Change and Earth Observations, Michigan State University, East Lansing, Michigan 48823, United States;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);美国《生物学医学文摘》(MEDLINE);美国《化学文摘》(CA);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

  • 入库时间 2022-08-17 13:57:28

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