ANN-based PM prediction model for assessing the temporal variability of PM10, PM2.5 and PM1 concentrations at an urban roadway

被引:0
|
作者
Srimuruganandam, B. [1 ]
Nagendra, S.M. Shiva [2 ]
机构
[1] Environmental Engineering Division, School of Mechanical and Building Sciences, VIT-University, Vellore,632014, India
[2] Environmental and Water Resources Engineering Division, Department of Civil Engineering, Indian Institute of Technology Madras, Chennai,600036, India
关键词
Coefficient of determination - Heterogeneous traffic - Meteorological parameters - Particulate Matter - Prediction model - Root mean square errors - Statistical parameters - Traffic characteristics;
D O I
10.1504/IJEE.2015.069266
中图分类号
学科分类号
摘要
引用
收藏
页码:60 / 89
相关论文
共 50 条
  • [1] Spatial and temporal variations of the concentrations of PM10, PM2.5 and PM1 in China
    Wang, Y. Q.
    Zhang, X. Y.
    Sun, J. Y.
    Zhang, X. C.
    Che, H. Z.
    Li, Y.
    ATMOSPHERIC CHEMISTRY AND PHYSICS, 2015, 15 (23) : 13585 - 13598
  • [2] PM1/PM2.5/PM10 characteristics in the urban atmosphere of Taipei
    Li, CS
    Lin, CH
    AEROSOL SCIENCE AND TECHNOLOGY, 2002, 36 (04) : 469 - 473
  • [3] Mass concentrations and temporal profiles of PM10, PM2.5 and PM1 near major urban roads in Beijing
    Yang, Liu
    Wu, Ye
    Li, Jiaqi
    Song, Shaojie
    Zheng, Xuan
    Hao, Jiming
    FRONTIERS OF ENVIRONMENTAL SCIENCE & ENGINEERING, 2015, 9 (04) : 675 - 684
  • [4] Mass concentrations and temporal profiles of PM10, PM2.5 and PM1 near major urban roads in Beijing
    Liu Yang
    Ye Wu
    Jiaqi Li
    Shaojie Song
    Xuan Zheng
    Jiming Hao
    Frontiers of Environmental Science & Engineering, 2015, 9 : 675 - 684
  • [5] Concentrations and estimated soot content of PM1, PM2.5, and PM10 in a subarctic urban atmosphere
    Vallius, MJ
    Ruuskanen, J
    Mirme, A
    Pekkanen, J
    ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2000, 34 (10) : 1919 - 1925
  • [6] PM10, PM2.5, AND PM1 CONCENTRATIONS AND HEALTH EFFECTS IN TEXTILE FACTORIES
    Arslan, Selcuk
    Aybek, Ali
    FRESENIUS ENVIRONMENTAL BULLETIN, 2018, 27 (12A): : 8902 - 8916
  • [7] INDOOR PM1, PM2.5, PM10 AND OUTDOOR PM2.5 CONCENTRATIONS IN PRIMARY SCHOOLS IN SARI, IRAN
    Mohammadyan, Mahmoud
    Shabankhani, Bijan
    ARHIV ZA HIGIJENU RADA I TOKSIKOLOGIJU-ARCHIVES OF INDUSTRIAL HYGIENE AND TOXICOLOGY, 2013, 64 (03): : 371 - 377
  • [8] Assessments of PM1, PM2.5 and PM10 concentrations in Delhi at different mean cycles
    Tiwari, S.
    Chate, D. M.
    Srivastava, A. K.
    Bisht, D. S.
    Padmanabhamurty, B.
    GEOFIZIKA, 2012, 29 (02) : 125 - 141
  • [9] Effects of PM1, PM2.5 and PM10 on heart rate variability in susceptible populations
    Tang, CS
    Chen, NT
    Chan, CC
    EPIDEMIOLOGY, 2004, 15 (04) : S27 - S27
  • [10] Exploring the Conversion Model from Aerosol Extinction Coefficient to PM1, PM2.5 and PM10 Concentrations
    Shao, Huanhuan
    Li, Hui
    Jin, Shikuan
    Fan, Ruonan
    Wang, Weiyan
    Liu, Boming
    Ma, Yingying
    Wei, Ruyi
    Gong, Wei
    REMOTE SENSING, 2023, 15 (11)