Estimation of fine particulate matter in an arid area from visibility based on machine learning

被引:0
|
作者
Jing Li
Choong-Min Kang
Jack M. Wolfson
Barrak Alahmad
Ali Al-Hemoud
Eric Garshick
Petros Koutrakis
机构
[1] Peking University,Institute of Child and Adolescent Health, School of Public Health
[2] Harvard T.H. Chan School of Public Health,Department of Environmental Health
[3] Kuwait Institute for Scientific Research,Crisis Decision Support Program, Environment and Life Sciences Research Center
[4] VA Boston Healthcare System,Pulmonary, Allergy, Sleep, and Critical Care Medicine Section, Medical Service
[5] Brigham and Women’s Hospital and Harvard Medical School,Channing Division of Network Medicine, Department of Medicine
关键词
Air Pollution; Environmental Monitoring; Exposure Modeling;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:926 / 931
页数:5
相关论文
共 50 条
  • [1] Estimation of fine particulate matter in an arid area from visibility based on machine learning
    Li, Jing
    Kang, Choong-Min
    Wolfson, Jack M.
    Alahmad, Barrak
    Al-Hemoud, Ali
    Garshick, Eric
    Koutrakis, Petros
    JOURNAL OF EXPOSURE SCIENCE AND ENVIRONMENTAL EPIDEMIOLOGY, 2022, 32 (06) : 926 - 931
  • [2] Estimation of particulate matter from visibility in Bangkok, Thailand
    Vajanapoom, N
    Shy, CM
    Neas, LM
    Loomis, D
    JOURNAL OF EXPOSURE ANALYSIS AND ENVIRONMENTAL EPIDEMIOLOGY, 2001, 11 (02): : 97 - 102
  • [3] Estimation of particulate matter from visibility in Bangkok, Thailand
    NITAYA VAJANAPOOM
    CARL M SHY
    LUCAS M NEAS
    DANA LOOMIS
    Journal of Exposure Science & Environmental Epidemiology, 2001, 11 : 97 - 102
  • [4] Estimation of the Visibility in Seoul, South Korea, Based on Particulate Matter and Weather Data, Using Machine-learning Algorithm
    Kim, Bu-Yo
    Cha, Joo Wan
    Chang, Ki-Ho
    Lee, Chulkyu
    AEROSOL AND AIR QUALITY RESEARCH, 2022, 22 (10)
  • [5] Particulate Matter 2.5 Machine Learning Estimation System Based on Internet of Things Architecture
    Wang, Shun-Yuan
    Lin, Wen-Bin
    Shu, Yu-Chieh
    2020 INTERNATIONAL SYMPOSIUM ON COMPUTER, CONSUMER AND CONTROL (IS3C 2020), 2021, : 361 - 364
  • [6] Characterization of visibility impacts related to fine particulate matter in Canada
    McDonald, K
    Shepherd, M
    JOURNAL OF THE AIR & WASTE MANAGEMENT ASSOCIATION, 2004, 54 (09): : 1061 - 1068
  • [7] Influence of regional pollution outflow on the concentrations of fine particulate matter and visibility in the coastal area of southern China
    Cheung, HC
    Wang, T
    Baumann, K
    Guo, H
    ATMOSPHERIC ENVIRONMENT, 2005, 39 (34) : 6463 - 6474
  • [8] Particulate matter estimation using satellite datasets: a machine learning approach
    Verma, Sunita
    Sharma, Ajay
    Payra, Swagata
    Chaudhary, Neelam
    Mishra, Manoj
    Environmental Science and Pollution Research, 31 (58): : 66372 - 66387
  • [9] Machine Learning Based MBIST Area Estimation
    Arora, Puneet
    Jain, Virad
    Goyal, Tarun
    Card, Norman
    2023 IEEE INTERNATIONAL TEST CONFERENCE INDIA, ITC INDIA, 2023,
  • [10] The Role of Machine Learning in Enhancing Particulate Matter Estimation: A Systematic Literature Review
    Alkhodaidi, Amjad
    Attiah, Afraa
    Mhawish, Alaa
    Hakeem, Abeer
    TECHNOLOGIES, 2024, 12 (10)