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
来源：
International Journal of Environmental Engineering | 2015年 / 7卷 / 01期
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
  • [31] A systematic approach for the comparison of PM10, PM2.5, and PM1 mass concentrations of characteristic environmental sites
    Speranza, Antonio
    Caggiano, Rosa
    Summa, Vito
    ENVIRONMENTAL MONITORING AND ASSESSMENT, 2019, 191 (12)
  • [32] Impact of outdoor meteorology on indoor PM10, PM2.5 and PM1 concentrations in a naturally ventilated classroom
    Chithra, V. S.
    Nagendra, S. M. Shiva
    URBAN CLIMATE, 2014, 10 : 77 - 91
  • [33] Winter Mass Concentrations of Carbon Species in PM10, PM2.5 and PM1 in Zagreb Air, Croatia
    Ranka Godec
    Mirjana Čačković
    Krešimir Šega
    Ivan Bešlić
    Bulletin of Environmental Contamination and Toxicology, 2012, 89 : 1087 - 1090
  • [34] Partitioning of magnetic particles in PM10, PM2.5 and PM1 aerosols in the urban atmosphere of Barcelona (Spain)
    Aranzazu Revuelta, Maria
    McIntosh, Gregg
    Pey, Jorge
    Perez, Noemi
    Querol, Xavier
    Alastuey, Andres
    ENVIRONMENTAL POLLUTION, 2014, 188 : 109 - 117
  • [35] Seasonal variability of concentrations of total suspended particles (TSP) as well as PM10, PM2.5 and PM1 modes in Zabrze, Poland
    Klejnowski, Krzysztof
    Krasa, Andrzej
    Rogula, Wioletta
    ARCHIVES OF ENVIRONMENTAL PROTECTION, 2007, 33 (03) : 15 - 27
  • [36] Association of Heart Rate Variability of the Elderly with Personal Exposure to PM1, PM1–2.5, and PM2.5–10
    Li-Te Chang
    Chin-Sheng Tang
    Ying-Zu Pan
    Chang-Chuan Chan
    Bulletin of Environmental Contamination and Toxicology, 2007, 79 : 552 - 556
  • [37] Exposure to PM10, PM2.5, PM1 and Carbon Monoxide on Roads in Lahore, Pakistan
    Colbeck, Ian
    Nasir, Zaheer Ahmad
    Ahmad, Shakil
    Ali, Zulfiqar
    AEROSOL AND AIR QUALITY RESEARCH, 2011, 11 (06) : 689 - 695
  • [38] AN ASSESSMENT OF PM1 LEVELS BASED ON INDICATIVE PM1 MEASUREMENTS AND RELATIONSHIPS WITH PM10 AND PM2.5 CONCENTRATIONS, FOR THE ANALYSIS OF HOSPITAL ADMISSIONS AND MORTALITY IN THE MORAVIAN REGION
    Slachtova, Hana
    Tomasek, Ivan
    Polaufova, Pavla
    Hellebrandova, Lucie
    Splichalova, Anna
    Tomaskova, Hana
    MEDYCYNA PRACY, 2021, 72 (03) : 249 - 258
  • [39] Statistical Modeling for PM10, PM2.5 and PM1 at Gangneung Affected by Local Meteorological Variables and PM10 and PM2.5 at Beijing for Non- and Dust Periods
    Choi, Soo-Min
    Choi, Hyo
    APPLIED SCIENCES-BASEL, 2021, 11 (24):
  • [40] The effect of outdoor air and indoor human activity on mass concentrations of PM10, PM2.5, and PM1 in a classroom
    Branis, M
    Rezácová, P
    Domasová, M
    ENVIRONMENTAL RESEARCH, 2005, 99 (02) : 143 - 149
12345