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
来源：
Journal of Exposure Science & Environmental Epidemiology | 2022年 / 32卷
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
  • [41] Analysis of Concentration of Ambient Particulate Matter in the Surrounding Area of an Opencast Coal Mine using Machine Learning Techniques
    Podicheti, Ravi Kiran
    Karra, Ram Chandar
    JOURNAL OF MINING AND ENVIRONMENT, 2024, 15 (03): : 961 - 976
  • [42] Characterization of the origin of fine particulate matter in a medium size urban area in the Mediterranean
    Pikridas, Michael
    Tasoglou, Antonios
    Florou, Kalliopi
    Pandis, Spyros N.
    ATMOSPHERIC ENVIRONMENT, 2013, 80 : 264 - 274
  • [43] Chemical Characteristics of Water Soluble Components in Fine Particulate Matter at a Gwangju area
    Park, Seung Shik
    Cho, Sung Yong
    Kim, Seung Jai
    KOREAN CHEMICAL ENGINEERING RESEARCH, 2010, 48 (01): : 20 - 26
  • [44] Predicting air quality index and fine particulate matter levels in Bagdad city using advanced machine learning and deep learning techniques
    Khadom, Anees A.
    Albawi, Saad
    Abboud, Ali J.
    Mahood, Hameed B.
    Hassan, Qusay
    JOURNAL OF ATMOSPHERIC AND SOLAR-TERRESTRIAL PHYSICS, 2024, 262
  • [45] Global estimation of exposure to fine particulate matter (PM2.5) from household air pollution
    Shupler, Matthew
    Godwin, William
    Frostad, Joseph
    Gustafson, Paul
    Arku, Raphael E.
    Brauer, Michael
    ENVIRONMENT INTERNATIONAL, 2018, 120 : 354 - 363
  • [46] Mass SIM distributions of fine particulate matter from cooking and estimation of the deposition in the human respiratory system
    Suresh, KV
    Gangamma, S
    Rashmi, SP
    Virendra, S
    INDOOR AIR 2005: PROCEEDINGS OF THE 10TH INTERNATIONAL CONFERENCE ON INDOOR AIR QUALITY AND CLIMATE, VOLS 1-5, 2005, : 3659 - 3663
  • [47] Establishing a Real-Time Prediction System for Fine Particulate Matter Concentration Using Machine-Learning Models
    Wei, Chih-Chiang
    Kao, Wei-Jen
    ATMOSPHERE, 2023, 14 (12)
  • [48] Assessment of Fine Particulate Matter for Port City of Eastern Peninsular India Using Gradient Boosting Machine Learning Model
    Sharma, Manoj
    Kumar, Naresh
    Sharma, Shallu
    Jangra, Vikas
    Mehandia, Seema
    Kumar, Sumit
    Kumar, Pawan
    ATMOSPHERE, 2022, 13 (05)
  • [49] ESTIMATION OF THE PARTICULATE MATTER CONCENTRATION IN THE SEA BY THE DEPTH OF THE WHITE DISK VISIBILITY AND SPECTRAL OF THE UPWARD RADIATION
    SHEMSHURA, VE
    VLADIMIROV, VL
    OKEANOLOGIYA, 1989, 29 (06): : 946 - 950
  • [50] 3 Visibility Measurement for Air Quality Monitoring and Estimation of Atmospheric Particulate Matter in a Basin of Thailand
    Panyaping, Klinpratoom
    ENERGY PROBLEMS AND ENVIRONMENTAL ENGINEERING, 2009, : 434 - +
12345