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Mechanism of Spatiotemporal Air Quality Response to Meteorological Parameters: A National-Scale Analysis in China

机译:气象参数时空空气质量反应的机制:中国国家规模分析

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摘要

The air quality over China exhibits seasonal and regional variation, resulting from heterogeneity in industrialization, and is highly affected by variability in meteorological conditions. We performed the first national-scale exploration of the relationship between the Air Pollution Index (API) and multiple meteorological parameters in China, using partial correlation and hierarchical cluster analyses. Relative humidity, wind speed, and temperature were the dominant factors influencing air quality year-round, due to their significant effects on pollutant dispersion and/or transformation of pollutants. The response of the API to single or multiple meteorological factors varied among cities and seasons, and a regional clustering of response mechanisms was observed, particularly in winter. Clear north−south differentiation was detected in the mechanisms of API response to relative humidity and wind speed. These findings provide insight into the spatiotemporal variation in air quality sensitivity to meteorological conditions, which will be useful for implementing regional air pollution control strategies.
机译:中国的空气质量表现出季节性和区域变异,由工业化的异质性导致,并且受气象条件的可变异影响。我们使用部分相关性和分层集群分析对中国的空气污染指数(API)和多种气象参数之间的关系进行了第一次全国范围探索。由于对污染物分散和/或污染物转化的显着影响,相对湿度,风速和温度是影响空气质量的主导因素。在城市和季节中,API对单一或多种气象因素的响应,以及冬季,特别是在冬季的响应机制的区域聚类。在API响应的机制对相对湿度和风速的机制中检测到清晰的南北区别。这些调查结果提供了对气象状况的空气质量敏感性的时空变化的洞察力,这将有助于实施区域空气污染控制策略。

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