The impact of smart traffic interventions on roadside air quality employing machine learning approaches

被引：0
|
作者：
Munir, Said [1 ]
Luo, Zhiwen [2 ,5 ]
Dixon, Tim [2 ]
Manla, Ghaithaa [3 ]
Francis, Daniel [4 ]
Chen, Haibo [1 ]
Liu, Ye [1 ]
机构：
[1] Institute for Transport Studies, Faculty of Environment, University of Leeds, Leeds,LS2 9JT, United Kingdom
[2] Department of Construction Management & Engineering, School of the Built Environment, University of Reading, Reading,RG6 6AW, United Kingdom
[3] Yunex Traffic, R&D UK, Siemens Mobility Limited, Sopers Lane, Poole,BH17 7ER, United Kingdom
[4] Stantec, 10 Queen Square, Bristol,BS1 4NT, United Kingdom
[5] Welsh School of Architecture, Cardiff University, Cardiff,CF10 3NB, United Kingdom
来源：
Transportation Research Part D: Transport and Environment | 2022年 / 110卷
关键词：
All Open Access; Green;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
30
引用
收藏
相关论文
共 50 条
  • [21] Air quality data series estimation based on machine learning approaches for urban environments
    Alireza Rahimpour
    Jamil Amanollahi
    Chris G. Tzanis
    Air Quality, Atmosphere & Health, 2021, 14 : 191 - 201
  • [22] Machine Learning and Air Quality Modeling
    Keller, Christoph A.
    Evans, Mathew J.
    Kutz, J. Nathan
    Pawson, Steven
    2017 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), 2017, : 4570 - 4576
  • [23] Air quality data series estimation based on machine learning approaches for urban environments
    Rahimpour, Alireza
    Amanollahi, Jamil
    Tzanis, Chris G.
    AIR QUALITY ATMOSPHERE AND HEALTH, 2021, 14 (02): : 191 - 201
  • [24] Air Quality Modeling for Sustainable Clean Environment Using ANFIS and Machine Learning Approaches
    Taylan, Osman
    Alkabaa, Abdulaziz S.
    Alamoudi, Mohammed
    Basahel, Abdulrahman
    Balubaid, Mohammed
    Andejany, Murad
    Alidrisi, Hisham
    ATMOSPHERE, 2021, 12 (06)
  • [25] Predicting the quality of air with machine learning approaches: Current research priorities and future perspectives
    Mehmood, Khalid
    Bao, Yansong
    Saifullah, Wei
    Cheng, Wei
    Khan, Muhammad Ajmal
    Siddique, Nadeem
    Abrar, Muhammad Mohsin
    Soban, Ahmad
    Fahad, Shah
    Naidu, Ravi
    JOURNAL OF CLEANER PRODUCTION, 2022, 379
  • [26] Traffic Flow Prediction for Smart Traffic Lights Using Machine Learning Algorithms
    Navarro-Espinoza, Alfonso
    Lopez-Bonilla, Oscar Roberto
    Garcia-Guerrero, Enrique Efren
    Tlelo-Cuautle, Esteban
    Lopez-Mancilla, Didier
    Hernandez-Mejia, Carlos
    Inzunza-Gonzalez, Everardo
    TECHNOLOGIES, 2022, 10 (01)
  • [27] Assessing the impact of transport interventions on air quality
    Pitt, J.
    Jones, G.
    PROCEEDINGS OF THE INSTITUTION OF CIVIL ENGINEERS-MUNICIPAL ENGINEER, 2006, 159 (04) : 211 - 217
  • [28] Measuring the impact of air quality related interventions
    Ropkins, Karl
    Tate, James E.
    Walker, Anthony
    Clark, Tony
    ENVIRONMENTAL SCIENCE-ATMOSPHERES, 2022, 2 (03): : 500 - 516
  • [29] Machine learning based air traffic control strategy
    Amjad Rehman
    International Journal of Machine Learning and Cybernetics, 2021, 12 : 2151 - 2161
  • [30] Machine learning based air traffic control strategy
    Rehman, Amjad
    INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2021, 12 (07) : 2151 - 2161
12345