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库里蒂巴大都市区空气污染物的时空变异性及趋势

Spatio-temporal variability and trends of air pollutants in the Metropolitan Area of Curitiba.

作者信息

Krecl Patricia, Castro Lizeth Bibiana, Targino Admir Créso, Oukawa Gabriel Yoshikazu

机构信息

Graduate Program in Environmental Engineering, Federal University of Technology, Av. dos Pioneiros 3131, 86036-370, Londrina, PR, Brazil.

出版信息

Heliyon. 2024 Nov 22;10(23):e40651. doi: 10.1016/j.heliyon.2024.e40651. eCollection 2024 Dec 15.

Abstract

Monitoring air pollutants over time is essential for identifying and addressing trends, which may help improve air quality management and safeguard public health. This study investigates the spatio-temporal variability of air quality in the Metropolitan Area of Curitiba (MAC), Brazil, focusing on six pollutants (SO, NO, NOx, O, CO, and PM) measured at eight monitoring stations from 2003 to 2017. We conducted statistical analyses, including diurnal cycles, seasonal variability, spatio-temporal correlations, conditional bivariate probability functions, Theil-Sen trend analysis, and comparison with national quality standards (NAQS) and World Health Organization (WHO) guidelines. The analyses revealed large variations in pollutant concentrations across the study area. For instance, stations strongly impacted by industrial emissions presented the highest mean annual SO (20-28 μg/m) and PM (32-34 μg/m) concentrations, while those mostly impacted by traffic showed elevated NO (31-39 μg/m), NOx (63-86 μg/m) and CO (0.6-0.8 mg/m) concentrations. The two residential stations recorded the highest O concentrations (annual mean of 30-32 μg/m). Seasonal and diurnal patterns varied by pollutant, with winter experiencing higher concentrations and O peaking in spring. SO concentrations presented no clear seasonal or diurnal cycle patterns, and showed the highest spatial variability. Significant decreasing annual trends were observed for SO (-5.9%), NO (-2.6%), NOx (-2.6%), CO (-5.4%), and PM (-3.7%), which suggests the success of emission reduction programs implemented in the road transportation and industrial sectors. However, O concentrations increased at most stations (+3.3%/yr), likely due to reduced NOx emissions, increased emissions of volatile organic compounds from on-road transport biofuels, and regional O transport. Although exceedances of NAQS decreased over time, concentrations of most pollutants remained above WHO guidelines, except for CO. These results highlight the importance of targeted emission control strategies for both industrial and vehicular sources to improve local air quality and inform future policy decisions.

摘要

长期监测空气污染物对于识别和应对趋势至关重要,这有助于改善空气质量管理并保障公众健康。本研究调查了巴西库里蒂巴大都市区(MAC)空气质量的时空变异性,重点关注2003年至2017年在八个监测站测量的六种污染物(SO、NO、NOx、O、CO和PM)。我们进行了统计分析,包括日循环、季节变异性、时空相关性、条件双变量概率函数、Theil-Sen趋势分析,并与国家质量标准(NAQS)和世界卫生组织(WHO)指南进行了比较。分析结果显示,整个研究区域内污染物浓度存在很大差异。例如,受工业排放强烈影响的监测站,其SO年均浓度最高(20 - 28μg/m),PM年均浓度最高(32 - 34μg/m);而主要受交通影响的监测站,其NO(31 - 39μg/m)、NOx(63 - 86μg/m)和CO(0.6 - 0.8mg/m)浓度升高。两个居民区监测站记录到最高的O浓度(年均值为30 - 32μg/m)。不同污染物的季节和日模式各不相同,冬季污染物浓度较高,O在春季达到峰值。SO浓度没有明显的季节或日循环模式,且空间变异性最大。观察到SO(-5.9%)、NO(-2.6%)、NOx(-2.6%)、CO(-5.4%)和PM(-3.7%)呈显著的年度下降趋势,这表明道路运输和工业部门实施的减排计划取得了成功。然而,大多数监测站的O浓度有所上升(每年+3.3%),这可能是由于NOx排放量减少、道路运输生物燃料挥发性有机化合物排放量增加以及区域O传输所致。尽管随着时间推移,超过NAQS的情况有所减少,但除了CO之外,大多数污染物的浓度仍高于WHO指南。这些结果凸显了针对工业和车辆源制定有针对性的排放控制策略对于改善当地空气质量以及为未来政策决策提供依据的重要性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c684/11635737/0ef0f97ac634/gr1.jpg

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