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Based on the chemical components in PM2.5 and meteorological data from the online monitoring of Zibo Super Station, relevant analyses were conducted for the PM2.5 pollution period from December 25th, 2023 to January 6th, 2024. The results showed that during the observation period, the average concentration of PM2.5 was (133±67) μg/m3, and the average proportion of secondary inorganic ions (NO3-,SO42- and NH4+) was 58.3%. Among them, the concentration of NO3- was the highest, accounting for 26.9%. The average values of the sulfur oxidation ratio and nitrogen oxidation ratio were 0.46 and 0.29, respectively, both greater than 0.1, indicating that there was an obvious secondary formation process of SO42- and NO3- during this pollution process. The formation of NO3- was mainly limited by HNO3, and the heterogeneous reaction under high-humidity conditions was the main pathway for its formation. The Positive Matrix Factorization (PMF) model identified six main sources of PM2.5, namely secondary nitrates (30.2%), secondary sulfates (26.8%), coal burning sources (18.4%), motor vehicle sources (15.3%), industrial sources (5.3%), and dust sources (4.0%). Concentration Weighted Trajectory (CWT) analysis further revealed the main contribution path areas of sources with a relatively large contribution to PM2.5, such as secondary nitrates, which were mainly from the local area and surrounding cities.

, authors=Wei SUN1, 2, Wen-yu BAI2, *, Bo XU3, Jian WANG2, Yan-hui LIU2, Xiao-li WANG1, **, Chun-mei GENG2, Wen YANG2, authorsList=Wei SUN, Wen-yu BAI, Bo XU, Jian WANG, Yan-hui LIU, Xiao-li WANG, Chun-mei GENG, Wen YANG, authorCompany=null, correspAuthors=Wen-yu BAI, Xiao-li WANG, authorNote=null, correspAuthorsNote=null, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=null, magXml=null, pdfUrl=null, pdf=null, pdfFileSize=null, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=null, mapNumber=null, fund=null), CN=ArticleExt(id=1314917885374456451, articleId=1314917884577538689, tenantId=1146029695717560320, journalId=1234093305789726721, language=CN, title=2023年年末淄博市一次PM2.5重污染过程特征和成因分析, columnId=1234106388364981004, journalTitle=中国环境科学, columnName=大气污染与控制, runingTitle=null, highlight=null, articleAbstract=

基于淄博超站在线监测的PM2.5中化学组分及气象数据对2023年12月25日至2024年1月6日期间的PM2.5污染过程进行了相关分析.结果表明:观测期间PM2.5的平均浓度为(133±67)μg/m3,二次无机离子(NO3-、SO42-和NH4+)占比均值为58.3%,其中NO3-的浓度最高,占比为26.9%;硫氧化率和氮氧化率均值分别为0.46和0.29,均大于0.1,表明本次污染过程中存在明显的SO42-和NO3-的二次生成过程;NO3-的形成主要受HNO3的限制,而高湿环境下的非均相反应是其形成的主要途径;正定矩阵因子模型确定了PM2.5的6个主要来源,分别是二次硝酸盐(30.2%)、二次硫酸盐(26.8%)、燃煤源(18.4%)、机动车源(15.3%)、工业源(5.3%)和扬尘源(4.0%),浓度权重分析进一步揭示了对PM2.5贡献占比较大的来源,比如二次硝酸盐等的主要贡献路径区域是本地和周边城市.

, authors=孙维1, 2, 白雯宇2, *, 徐勃3, 王健2, 刘妍慧2, 王晓丽1, **, 耿春梅2, 杨文2, authorsList=孙维, 白雯宇, 徐勃, 王健, 刘妍慧, 王晓丽, 耿春梅, 杨文, authorCompany=null, correspAuthors=白雯宇, 王晓丽, authorNote=

孙维(2000-),男,内蒙古包头人,硕士研究生,主要研究方向为PM2.5污染成因..

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* 责任作者,工程师,
** 教授,
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孙维(2000-),男,内蒙古包头人,硕士研究生,主要研究方向为PM2.5污染成因..

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孙维(2000-),男,内蒙古包头人,硕士研究生,主要研究方向为PM2.5污染成因..

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2023年年末淄博市一次PM2.5重污染过程特征和成因分析
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孙维 1, 2 , 白雯宇 2, * , 徐勃 3 , 王健 2 , 刘妍慧 2 , 王晓丽 1, ** , 耿春梅 2 , 杨文 2
中国环境科学 | 大气污染与控制 2025,45(8): 4184-4194
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中国环境科学 |大气污染与控制 2025 , 45 (8) : 4184 -4194
2023年年末淄博市一次PM2.5重污染过程特征和成因分析
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孙维1, 2 , 白雯宇2, * , 徐勃3, 王健2, 刘妍慧2, 王晓丽1, ** , 耿春梅2, 杨文2
作者信息
  • 1.天津理工大学环境科学与安全工程学院,天津 300384
  • 2.中国环境科学研究院,北京 100012
  • 3.山东省淄博生态环境监测中心,山东 淄博 255040
通讯作者:
* 责任作者,工程师,
** 教授,
作者简介:

孙维(2000-),男,内蒙古包头人,硕士研究生,主要研究方向为PM2.5污染成因..

Analysis of characteristics and causes of a heavy PM2.5 pollution in Zibo City at the end of 2023
Wei SUN1, 2 , Wen-yu BAI2, * , Bo XU3, Jian WANG2, Yan-hui LIU2, Xiao-li WANG1, ** , Chun-mei GENG2, Wen YANG2
Affiliations
  • 1.School of Environmental Science and safety Engineering, Tianjin University of Technology, Tianjin 300384, China
  • 2.Chinese Research Academy of Environmental Sciences, Beijing 100012, China
  • 3.Zibo Eco-Environment Monitoring Center of Shandong Province, Zibo 255040, China
出版时间: 2025-08-20
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基于淄博超站在线监测的PM2.5中化学组分及气象数据对2023年12月25日至2024年1月6日期间的PM2.5污染过程进行了相关分析.结果表明:观测期间PM2.5的平均浓度为(133±67)μg/m3,二次无机离子(NO3-、SO42-和NH4+)占比均值为58.3%,其中NO3-的浓度最高,占比为26.9%;硫氧化率和氮氧化率均值分别为0.46和0.29,均大于0.1,表明本次污染过程中存在明显的SO42-和NO3-的二次生成过程;NO3-的形成主要受HNO3的限制,而高湿环境下的非均相反应是其形成的主要途径;正定矩阵因子模型确定了PM2.5的6个主要来源,分别是二次硝酸盐(30.2%)、二次硫酸盐(26.8%)、燃煤源(18.4%)、机动车源(15.3%)、工业源(5.3%)和扬尘源(4.0%),浓度权重分析进一步揭示了对PM2.5贡献占比较大的来源,比如二次硝酸盐等的主要贡献路径区域是本地和周边城市.

淄博市  /  重污染  /  成因分析  /  二次生成  /  来源解析

Based on the chemical components in PM2.5 and meteorological data from the online monitoring of Zibo Super Station, relevant analyses were conducted for the PM2.5 pollution period from December 25th, 2023 to January 6th, 2024. The results showed that during the observation period, the average concentration of PM2.5 was (133±67) μg/m3, and the average proportion of secondary inorganic ions (NO3-,SO42- and NH4+) was 58.3%. Among them, the concentration of NO3- was the highest, accounting for 26.9%. The average values of the sulfur oxidation ratio and nitrogen oxidation ratio were 0.46 and 0.29, respectively, both greater than 0.1, indicating that there was an obvious secondary formation process of SO42- and NO3- during this pollution process. The formation of NO3- was mainly limited by HNO3, and the heterogeneous reaction under high-humidity conditions was the main pathway for its formation. The Positive Matrix Factorization (PMF) model identified six main sources of PM2.5, namely secondary nitrates (30.2%), secondary sulfates (26.8%), coal burning sources (18.4%), motor vehicle sources (15.3%), industrial sources (5.3%), and dust sources (4.0%). Concentration Weighted Trajectory (CWT) analysis further revealed the main contribution path areas of sources with a relatively large contribution to PM2.5, such as secondary nitrates, which were mainly from the local area and surrounding cities.

Zibo City  /  heavy pollution  /  cause analysis  /  secondary generation  /  source apportionment
孙维, 白雯宇, 徐勃, 王健, 刘妍慧, 王晓丽, 耿春梅, 杨文. 2023年年末淄博市一次PM2.5重污染过程特征和成因分析. 中国环境科学, 2025 , 45 (8) : 4184 -4194 .
Wei SUN, Wen-yu BAI, Bo XU, Jian WANG, Yan-hui LIU, Xiao-li WANG, Chun-mei GENG, Wen YANG. Analysis of characteristics and causes of a heavy PM2.5 pollution in Zibo City at the end of 2023[J]. China Environmental Science, 2025 , 45 (8) : 4184 -4194 .
  • 中国环境科学研究院中央级公益性科研院所基本科研业务费项目(2024YSKY-57)
  • 淄博市生态环境局淄博市大气复合污染综合监测网络项目(SDGP370300202002000003)
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2025年第45卷第8期
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  • 接收时间:2025-01-15
  • 首发时间:2026-10-08
  • 出版时间:2025-08-20
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  • 收稿日期:2025-01-15
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中国环境科学研究院中央级公益性科研院所基本科研业务费项目(2024YSKY-57)
淄博市生态环境局淄博市大气复合污染综合监测网络项目(SDGP370300202002000003)
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    1.天津理工大学环境科学与安全工程学院,天津 300384
    2.中国环境科学研究院,北京 100012
    3.山东省淄博生态环境监测中心,山东 淄博 255040

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2种不同金属材料的力学参数
科
Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)
属
Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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