气候变化研究进展

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气候变化背景下人群职业热应激造成的供应链损失评估

王千姿1,2,3,周琪1,2,3,曲申1,2,3   

  1. 1 北京理工大学能源与环境政策研究中心,北京 100081;
    2 北京理工大学管理学院,北京 100081;
    3 碳中和系统工程北京实验室,北京 100081
  • 收稿日期:2026-05-26 修回日期:2026-06-19 出版日期:2026-09-01 发布日期:2026-09-01
  • 通讯作者: 周琪
  • 基金资助:
    国家自然科学基金杰出青年科学基金项目

Assessment of supply chain losses caused by occupational heat stress under climate change

WANG Qian-Zi1, 2, 3, ZHOU Qi1, 2, 3, QU Shen1, 2, 3   

  1. 1 Center for Energy and Environmental Policy Research, Beijing Institute of Technology, Beijing 100081, China;
    2 School of Management, Beijing Institute of Technology, Beijing 100081, China;
    3 Beijing Key Laboratory of Carbon Neutrality System Engineering, Beijing 100081, China
  • Received:2026-05-26 Revised:2026-06-19 Online:2026-09-01 Published:2026-09-01
  • Contact: Qi Zhou

摘要: 利用高分辨率气象与人口格点数据,结合中国313个地区的多区域投入产出表,评估了热暴露引发的人群职业热应激对宏观经济的系统性冲击。通过热应激综合指标湿球黑球温度(WBGT)与暴露?反应函数,量化了不同劳动强度部门的直接损失。将直接损失输入自主研发的基于适应性主体的动态复杂供应链网络模型中,模拟了基准期(2021—2022年)及SSP1-2.6、SSP3-7.0情景下2030年和2060年的逐日间接(级联)经济损失。结果表明,由供应链网络传导的间接损失占据主导地位。在基准模拟期内,全国总损失约2.966万亿元,其中间接损失占比达59.2%,且其峰值演化显著滞后于直接损失。损失分布呈现显著的结构性错位,农林和建筑等高劳动强度行业是承受职业热应激直接损失的源头,而位于供应链网络核心节点的城市(如北京、上海)及中低强度部门(如制造业、服务业)则成为间接损失中心。在4种气候变化情景下,全国总损失均较基准期显著上升,其中 2060 年 SSP3-7.0 情景下总损失为基准期的 3.19 倍,间接损失占比进一步上升至 66.1%。研究表明,应对气候风险的策略需从微观个体的物理防护,向宏观全供应链的韧性建设转变。

关键词: 职业热应激, 供应链网络, 级联风险, 间接损失

Abstract: Utilizing high-resolution meteorological and population grid data, combined with multi-regional input-output tables of 313 regions in China, this study assesses the systemic macroeconomic impact of occupational heat stress induced by extreme heat exposure. By employing the comprehensive heat stress indicator Wet-Bulb Globe Temperature (WBGT) and exposure-response functions, the direct losses across sectors with varying labor intensities are quantified. These direct losses were input into a self-developed dynamic complex supply chain network model based on adaptive agents to simulate daily indirect, or cascading, economic losses during the baseline period (2021–2022) and under the SSP1-2.6 and SSP3-7.0 scenarios for 2030 and 2060. The results demonstrate that indirect losses propagated through the supply chain network play a dominant role. During the baseline simulation period, the total national economic loss is approximately 2.966 trillion CNY, with indirect losses accounting for 59.2%, and the evolution of its peak significantly lags behind that of direct losses. The loss distribution exhibits a pronounced structural mismatch: high labor-intensity sectors, such as agriculture, forestry, and construction, serve as the physical sources bearing the direct losses of occupational heat stress, whereas cities located at the core nodes of the supply chain network (e.g., Beijing and Shanghai) and moderate-to-low intensity sectors (e.g., manufacturing and services) emerge as the epicenters of indirect losses. Under the four climate change scenarios, national total losses increase substantially relative to the baseline. The total loss under the 2060 SSP3-7.0 scenario is 3.19 times that of the baseline, and the share of indirect losses further increases to 66.1%. These findings suggest that climate risk management should shift from physical protection at the micro-individual level toward resilience building across the entire macro-level supply chain.

Key words: Occupational heat stress, Supply chain network, Cascading risk, Indirect loss

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