Source Identification of Traffic-Related Ultrafine Particles Data Mining Contest

被引:5
|
作者
Sabaliauskas, Kelly
Evans, Greg [1 ]
Jeong, Cheol-Heon [1 ]
机构
[1] Univ Toronto, Southern Ontario Ctr Atmospher Aerosol Res, 200 Coll St, Toronto, ON M5S 3E5, Canada
基金
加拿大创新基金会;
关键词
atmospheric PM; ultrafine particles; UFP; aerosol; particle size distribution; PARTICULATE MATTER;
D O I
10.1016/j.procs.2012.09.118
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Atmospheric particulate matter (PM) is a complex mixture of microscopic particles with different shapes, sizes and chemical compositions. The ultrafine size fraction of PM consists of particles with diameters less than 100nm. In urban areas, traffic is a dominant source of ultrafine particles (UFP). Gasoline-powered and diesel-powered engines emit UFP with different size distributions and chemical compositions. This paper describes the UFP and supporting data provided by Southern Ontario Centre for Atmospheric Aerosol Research for the purposes of identifying particle size distributions emitted from diesel-powered and gasoline-powered vehicles. (C) 2012 Published by Elsevier B. V. Selection and/or peer-review under responsibility of Program Committee of INNS-WC 2012
引用
收藏
页码:99 / 107
页数:9
相关论文
共 50 条
  • [1] Assessment of traffic-related chemical components in ultrafine and fine particles in urban areas in Vietnam
    Huyen, Truong-Thi
    Sekiguchi, Kazuhiko
    Ly, Bich-Thuy
    Nghiem, Trung-Dung
    SCIENCE OF THE TOTAL ENVIRONMENT, 2023, 858
  • [2] Effect of time-activity adjustment on exposure assessment for traffic-related ultrafine particles
    Kevin J Lane
    Jonathan I Levy
    Madeleine Kangsen Scammell
    Allison P Patton
    John L Durant
    Mkaya Mwamburi
    Wig Zamore
    Doug Brugge
    Journal of Exposure Science & Environmental Epidemiology, 2015, 25 : 506 - 516
  • [3] Effect of time-activity adjustment on exposure assessment for traffic-related ultrafine particles
    Lane, Kevin J.
    Levy, Jonathan I.
    Scammell, Madeleine Kangsen
    Patton, Allison P.
    Durant, John L.
    Mwamburi, Mkaya
    Zamore, Wig
    Brugge, Doug
    JOURNAL OF EXPOSURE SCIENCE AND ENVIRONMENTAL EPIDEMIOLOGY, 2015, 25 (05) : 506 - 516
  • [4] Characterizing Traffic-Related Ultrafine Particles in Roadside Microenvironments: Spatiotemporal Insights from Industrial Parks
    Abdillah, Sultan F. I.
    You, Sheng-Jie
    Wang, Ya-Fen
    AEROSOL AND AIR QUALITY RESEARCH, 2024, 24 (05)
  • [5] The Exposure Peaks of Traffic-Related Ultrafine Particles Associated with Inflammatory Biomarkers and Blood Lipid Profiles
    Lin, Cheng
    Lane, Kevin J.
    Chomitz, Virginia R.
    Griffiths, Jeffrey K.
    Brugge, Doug
    TOXICS, 2024, 12 (02)
  • [6] Traffic-related particles are associated with elevated homocysteine
    Park, Sung Kyun
    O'Neill, Marie S.
    Vokonas, Pantel S.
    Sparrow, David
    Spiro, Avron, III
    Tucker, Katherine L.
    Suh, Helen
    Hu, Howard
    Schwartz, Joel
    AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2008, 178 (03) : 283 - 289
  • [7] Assessing the Suitability of Multiple Dispersion and Land Use Regression Models for Urban Traffic-Related Ultrafine Particles
    Patton, Allison P.
    Milando, Chad
    Durant, John L.
    Kumar, Prashant
    ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2017, 51 (01) : 384 - 392
  • [8] Transport of Traffic-Related Microplastic Particles in Receiving Water
    Bondelind, Mia
    Ailinh Nguyen
    Sokolova, Ekaterina
    Bjorklund, Karin
    NEW TRENDS IN URBAN DRAINAGE MODELLING, UDM 2018, 2019, : 317 - 321
  • [9] The role of ultrafine particles and other traffic-related pollutants on ischemic heart diseases: Main results of the HEAPSS project
    Forastiere, F
    Aalto, P
    Bellander, T
    Berglind, N
    d'Ippoliti, D
    Kulmala, M
    Lanki, T
    Nyberg, F
    Paatero, P
    Pekkanen, J
    Peters, A
    Picciotto, S
    Stafoggia, M
    Sunyer, J
    Tiittanen, P
    Von Klot, S
    Elosua, R
    EPIDEMIOLOGY, 2004, 15 (04) : S18 - S19
  • [10] Ultrafine particles near a major roadway in Raleigh, North Carolina: Downwind attenuation and correlation with traffic-related pollutants
    Hagler, G. S. W.
    Baldauf, R. W.
    Thoma, E. D.
    Long, T. R.
    Snow, R. F.
    Kinsey, J. S.
    Oudejans, L.
    Gullett, B. K.
    ATMOSPHERIC ENVIRONMENT, 2009, 43 (06) : 1229 - 1234