Fast optimization of the emission reduction pathways of major air pollutants in China: From the perspective of different decision preferences

IF 10.3 1区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Environment International Pub Date : 2025-02-01 DOI:10.1016/j.envint.2025.109282
Yihao Wang , Xuying Wang , Yixuan Zheng , Zeyuan Liu , Yu Zhang , Jiani Kang , Wenbo Xue , Jing Zhang , Yu Lei
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Abstract

To address the concern of optimization problem of China’s PM2.5 control and the limitation of computational efficiencies for traditional air quality models, we developed an integrated analysis framework to efficiently establish the identification and cost-benefit assessment of PM2.5 control pathways in China by constructing a rapid PM2.5 exposure response method based on the high-order decoupled direct method (HDDM) and coupling the sequential least square algorithm (SLSQP) and health impact assessment model. Six emission reduction scenarios with varying decision preferences were analyzed. Our study provides a methodological approach for the rapid optimization of emission pathways of major air pollutants in China with flexible options in terms of objectives and constraints, fully considering the diverse differences in environmental, health, and economic impacts among different pollution sources simultaneously. Our findings based on the multi-scenario analysis strengthen the understanding of the importance of diverse species and regions for emission reduction among various decision preferences in China, confirm the necessity of implementing differentiated control strategies for distinct pollution sources from both cost and cost-effectiveness perspectives, and indicate that accelerating PM2.5 control process in the early stage is a beneficial choice for achieving more health benefits.

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中国主要大气污染物减排路径的快速优化——基于不同决策偏好的视角
针对中国PM2.5控制的优化问题和传统空气质量模型计算效率的局限性,通过构建基于高阶解耦直接法(HDDM)和序列最小二乘算法(SLSQP)与健康影响评估模型耦合的PM2.5暴露快速响应方法,构建了快速高效建立中国PM2.5控制路径识别和成本效益评估的集成分析框架。分析了具有不同决策偏好的6种减排情景。本研究为中国主要大气污染物排放路径的快速优化提供了一种方法方法,在目标和约束条件上具有灵活的选择,同时充分考虑不同污染源对环境、健康和经济影响的多样化差异。基于多情景分析的研究结果加强了对中国不同决策偏好中不同物种和区域对减排的重要性的认识,从成本和成本效益的角度证实了对不同污染源实施差异化控制策略的必要性,并表明在早期加速PM2.5控制过程是实现更多健康效益的有益选择。
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来源期刊
Environment International
Environment International 环境科学-环境科学
CiteScore
21.90
自引率
3.40%
发文量
734
审稿时长
2.8 months
期刊介绍: Environmental Health publishes manuscripts focusing on critical aspects of environmental and occupational medicine, including studies in toxicology and epidemiology, to illuminate the human health implications of exposure to environmental hazards. The journal adopts an open-access model and practices open peer review. It caters to scientists and practitioners across all environmental science domains, directly or indirectly impacting human health and well-being. With a commitment to enhancing the prevention of environmentally-related health risks, Environmental Health serves as a public health journal for the community and scientists engaged in matters of public health significance concerning the environment.
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