利用主成分分析模型对阿尔及利亚某沿海城市PM2.5污染源进行分析

IF 1.8 4区 地球科学 Q2 ENVIRONMENTAL SCIENCES
Lyes Rabhi, Abdelkader Lemou, Riad Ladji, Nicolas Bonnaire, Jean Sciare, Noureddine Yassaa
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引用次数: 0

摘要

本研究在ChArMEx项目下,测定了2013年12月29日至2014年6月29日阿尔及利亚沿海城市bouismail PM2.5的周总水溶性无机离子(TWSII)浓度。本研究旨在利用主成分分析(PCA)确定阿尔及利亚沿海城市pm2.5结合水溶性无机离子(WSIIs)的季节性来源和化学成分。结果表明,冬季TWSII浓度为14.06±0.22µg m−3,春季TWSII浓度为12.35±0.42µg m−3。冬季WSII以Na+、NH4+、NO3−和Cl−离子为主,春季WSII以Na+、NH4+、草酸和NO3−离子为主。PCA确定了冬季的两个污染源:PC1是二次有机污染物、海洋污染物和燃烧产生的固定排放物的混合物,而PC2包括作业、建筑材料和二次气体颗粒转化。对于春季,确定了四个来源:PC1,海洋气溶胶排放;PC2、固定排放、农业实践、海洋生物排放和生物质燃烧;PC3,光化学反应;PC4,土壤粉尘。整个样本活动的正离子-阴离子回归斜率为1.29。[NO3−]/[SO42−]的质量比大于(1),表明移动污染源对土壤的影响大于固定污染源。路径1包括样本位置的所有西部和西北气团。大型气团穿越大西洋,途经西班牙、葡萄牙、法国南部和阿尔及利亚西部。在路径(2)中,来自南部的气团穿过阿尔及利亚沙漠和利比亚南部。在路径3中,意大利西北部和突尼斯穿过地中海是污染最严重的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Source apportionment of PM2.5 in a coastal City of Algeria using principal component analysis model

In this study, the weekly total water-soluble inorganic ions (TWSII) concentrations of PM2.5 in the coastal city of Algeria, Bou-Ismail, were determined from December 29th, 2013, to June 29th, 2014, under the ChArMEx project. This study aimed to identify the seasonal sources and chemical composition of PM2.5-bound water-soluble inorganic ions (WSIIs) in a coastal city of Algeria using principal component analysis (PCA). The findings indicated that the TWSII concentration was 14.06 ± 0.22 µg m−3 during the winter and 12.35 ± 0.42 µg m−3 during the spring. The Na+, NH4+, NO3, and Cl ions were the main TWSII in winter, whilst Na+, NH4+, oxalate, and NO3 ions were the main WSII in spring. PCA identified two sources for winter: PC1 is a mix of pollutants from secondary organic traces, marine sources, and stationary emissions from burning, while PC2 encompasses operations, construction materials, and secondary gas-particle transformations. For spring, four sources were identified: PC1, marine aerosol emissions; PC2, stationary emissions, agricultural practices, marine biogenic emissions, and biomass burning; PC3, photochemical response; and PC4, soil dust. The whole sample campaign had a 1.29 cationic-to-anionic regression slope. The [NO3]/[SO42−] mass ratio was greater than (1) The findings indicated the strong influence of pollutants from mobile sources over stationary sources. Pathway 1 includes all west and northwest air masses from the sample location. Large air masses traverse the Atlantic via Spain, Portugal, southern France, and western Algeria. An air mass from the south traversed the Algerian Desert and southern Libya in Pathway (2) In pathway 3, northwest Italy and Tunisia across the Mediterranean Sea were the most polluted.

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来源期刊
Journal of Atmospheric Chemistry
Journal of Atmospheric Chemistry 地学-环境科学
CiteScore
4.60
自引率
5.00%
发文量
16
审稿时长
7.5 months
期刊介绍: The Journal of Atmospheric Chemistry is devoted to the study of the chemistry of the Earth''s atmosphere, the emphasis being laid on the region below about 100 km. The strongly interdisciplinary nature of atmospheric chemistry means that it embraces a great variety of sciences, but the journal concentrates on the following topics: Observational, interpretative and modelling studies of the composition of air and precipitation and the physiochemical processes in the Earth''s atmosphere, excluding air pollution problems of local importance only. The role of the atmosphere in biogeochemical cycles; the chemical interaction of the oceans, land surface and biosphere with the atmosphere. Laboratory studies of the mechanics in homogeneous and heterogeneous transformation processes in the atmosphere. Descriptions of major advances in instrumentation developed for the measurement of atmospheric composition and chemical properties.
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