Advanced Search

Volume 2 Issue 4

Oct.  1985

Article Contents

SOURCE IDENTIFICATION AND APPORTIONMENT FOR ATMOSPHERIC AEROSOL BY FACTOR ANALYSIS


doi: 10.1007/BF02678745

  • The statistical basis for factor analysis is briefly discussed. A method combining common factor analysis with orthogonal transformation has been proposed and discussed in detail. The method has been tested with a data set consisting of 16 elemental concentrations in 40 samples collected at the Beijing meteorological tower, March 1980. Seven sources-soil+coal fly ash, sulfate, cement and lime dust, oil, plant burning, motor, and marine aerosol-corresponding to the first seven factors have been identified. The source profiles and their contributions have been obtained.
  • [1] Yuepeng PAN, Mengna GU, Yuexin HE, Dianming WU, Chunyan LIU, Linlin SONG, Shili TIAN, Xuemei LÜ, Yang SUN, Tao SONG, Wendell W. WALTERS, Xuejun LIU, Nicholas A. MARTIN, Qianqian ZHANG, Yunting FANG, Valerio FERRACCI, Yuesi WANG, 2020: Revisiting the Concentration Observations and Source Apportionment of Atmospheric Ammonia, ADVANCES IN ATMOSPHERIC SCIENCES, 37, 933-938.  doi: 10.1007/s00376-020-2111-2
    [2] LIU Dameng, GAO Shaopeng, AN Xianghua, 2008: Distribution and Source Apportionment of Polycyclic Aromatic Hydrocarbons from Atmospheric Particulate Matter PM2.5 in Beijing, ADVANCES IN ATMOSPHERIC SCIENCES, 25, 297-305.  doi: 10.1007/s00376-008-0297-9
    [3] HAN Meng, LU Xueqiang, ZHAO Chunsheng, RAN Liang, HAN Suqin, 2015: Characterization and Source Apportionment of Volatile Organic Compounds in Urban and Suburban Tianjin, China, ADVANCES IN ATMOSPHERIC SCIENCES, 32, 439-444.  doi: 10.1007/s00376-014-4077-4
    [4] Chunsheng ZHAO, Yingli YU, Ye KUANG, Jiangchuan TAO, Gang ZHAO, 2019: Recent Progress of Aerosol Light-scattering Enhancement Factor Studies in China, ADVANCES IN ATMOSPHERIC SCIENCES, 36, 1015-1026.  doi: 10.1007/s00376-019-8248-1
    [5] Fang Juan, Wu Rongsheng, 1998: Influences of Vorticity Source and Momentum Source on Atmospheric Circulation, ADVANCES IN ATMOSPHERIC SCIENCES, 15, 41-46.  doi: 10.1007/s00376-998-0016-6
    [6] Jian SUN, Zhenxing SHEN, Yue ZHANG, Wenting DAI, Kun HE, Hongmei XU, Zhou ZHANG, Long CUI, Xuxiang LI, Yu HUANG, Junji CAO, 2021: Profiles and Source Apportionment of Nonmethane Volatile Organic Compounds in Winter and Summer in Xi’an, China, based on the Hybrid Environmental Receptor Model, ADVANCES IN ATMOSPHERIC SCIENCES, 38, 116-131.  doi: 10.1007/s00376-020-0153-0
    [7] Li Xin, Hu Fei, Pu Yifen, M.H.Al-Jiboori, Hu Zhaoxia, Hong Zhongxiang, 2002: Identification of Coherent Structures of Turbulence at the Atmospheric Surface Layer, ADVANCES IN ATMOSPHERIC SCIENCES, 19, 687-698.  doi: 10.1007/s00376-002-0008-x
    [8] DAI Tie, SHI Guangyu, Teruyuki NAKAJIMA, 2015: Analysis and Evaluation of the Global Aerosol Optical Properties Simulated by an Online Aerosol-coupled Non-hydrostatic Icosahedral Atmospheric Model, ADVANCES IN ATMOSPHERIC SCIENCES, 32, 743-758.  doi: 10.1007/s00376-014-4098-z
    [9] Sang Seo PARK, Yeonjin JUNG, Yun Gon LEE, 2016: Spectral Dependence on the Correction Factor of Erythemal UV for Cloud, Aerosol, Total Ozone, and Surface Properties: A Modeling Study, ADVANCES IN ATMOSPHERIC SCIENCES, 33, 865-874.  doi: 10.1007/s00376-016-5201-4
    [10] LIU Xingang, ZHANG Yuanhang, WEN Mengting, WANG Jingli, Jinsang JUNG, CHANG Shih-yu, HU Min, ZENG Limin, Young Joon KIM, 2010: A Closure Study of Aerosol Hygroscopic Growth Factor during the 2006 Pearl River Delta Campaign, ADVANCES IN ATMOSPHERIC SCIENCES, 27, 947-956.  doi: 10.1007/s00376-009-9150-z
    [11] CHEN Shumin, Youyu LU, LI Weibiao, WEN Zhiping, 2015: Identification and Analysis of High-Frequency Oscillations in the Eyewalls of Tropical Cyclones, ADVANCES IN ATMOSPHERIC SCIENCES, 32, 624-634.  doi: 10.1007/s00376-014-4063-x
    [12] PENG Guliang, CAI Xuhui, ZHANG Hongsheng, LI Aiguo, HU Fei, Monique Y. LECLERC, 2008: Heat Flux Apportionment to Heterogeneous Surfaces\\[.1cm] Using Flux Footprint Analysis, ADVANCES IN ATMOSPHERIC SCIENCES, 25, 107-116.  doi: 10.1007/s00376-008-0107-4
    [13] Zhang Junhua, Mao Jietai, Wang Meihua, 2002: Analysis of the Aerosol Extinction Characteristics in Different Areas of China, ADVANCES IN ATMOSPHERIC SCIENCES, 19, 136-152.  doi: 10.1007/s00376-002-0040-x
    [14] B. S. K. REDDY, K. R. KUMAR, G. BALAKRISHNAIAH, K. R. GOPAL, R. R. REDDY, V. SIVAKUMAR, S. Md. ARAFATH, A. P. LINGASWAMY, S. PAVANKUMARI, K. UMADEVI, Y. N. AHAMMED, 2013: Ground-Based In Situ Measurements of Near-Surface Aerosol Mass Concentration over Anantapur: Heterogeneity in Source Impacts, ADVANCES IN ATMOSPHERIC SCIENCES, 30, 235-246.  doi: 10.1007/s00376-012-1234-5
    [15] Yongjing MA, Jinyuan XIN, Yining MA, Lingbin KONG, Kequan ZHANG, Wenyu ZHANG, Yuesi WANG, Xiuqin WANG, Yongfeng ZHU, 2017: Optical Properties and Source Analysis of Aerosols over a Desert Area in Dunhuang, Northwest China, ADVANCES IN ATMOSPHERIC SCIENCES, 34, 1017-1026.  doi: 10.1007/s00376-016-6224-6
    [16] GONG Youguo, SU Hang, CHENG Yafang, LIU Feng, WU Zhijun, HU Min, ZENG Limin, ZHANG Yuanhang, 2008: Analysis on Concentration and Source Rate of Precursor Vapors Participating in Particle Formation and Growth at Xinken in the Pearl River Delta of China, ADVANCES IN ATMOSPHERIC SCIENCES, 25, 427-436.  doi: 10.1007/s00376-008-0427-4
    [17] Zhang Daizhou, Tanaka Hiroshi, Qin Yu, 1996: Internal Gravity Waves Generated by a Local Thermal Source in an Irrotational Zonal-Vertical Plane: Numerical Analysis, ADVANCES IN ATMOSPHERIC SCIENCES, 13, 124-132.  doi: 10.1007/BF02657033
    [18] Zhao Ping, Chen Longxun, 2001: Interannual Variability of Atmospheric Heat Source/Sink over the Qinghai-Xizang (Tibetan) Plateau and its Relation to Circulation, ADVANCES IN ATMOSPHERIC SCIENCES, 18, 106-116.  doi: 10.1007/s00376-001-0007-3
    [19] Boru MAI, Xuejiao DENG, Fang ZHANG, Hao HE, Tian LUAN, Fei LI, Xia LIU, 2020: Background Characteristics of Atmospheric CO2 and the Potential Source Regions in the Pearl River Delta Region of China, ADVANCES IN ATMOSPHERIC SCIENCES, 37, 557-568.  doi: 10.1007/s00376-020-9238-z
    [20] Guoxiong WU, Bian HE, Anmin DUAN, Yimin LIU, Wei YU, 2017: Formation and Variation of the Atmospheric Heat Source over the Tibetan Plateau and Its Climate Effects, ADVANCES IN ATMOSPHERIC SCIENCES, 34, 1169-1184.  doi: 10.1007/s00376-017-7014-5

Get Citation+

Export:  

Share Article

Manuscript History

Manuscript received: 10 October 1985
Manuscript revised: 10 October 1985
通讯作者: 陈斌, bchen63@163.com
  • 1. 

    沈阳化工大学材料科学与工程学院 沈阳 110142

  1. 本站搜索
  2. 百度学术搜索
  3. 万方数据库搜索
  4. CNKI搜索

SOURCE IDENTIFICATION AND APPORTIONMENT FOR ATMOSPHERIC AEROSOL BY FACTOR ANALYSIS

  • 1. InstituteofAtmosphericPhysics.AcademiaSinica.Beijing

Abstract: The statistical basis for factor analysis is briefly discussed. A method combining common factor analysis with orthogonal transformation has been proposed and discussed in detail. The method has been tested with a data set consisting of 16 elemental concentrations in 40 samples collected at the Beijing meteorological tower, March 1980. Seven sources-soil+coal fly ash, sulfate, cement and lime dust, oil, plant burning, motor, and marine aerosol-corresponding to the first seven factors have been identified. The source profiles and their contributions have been obtained.

Catalog

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return