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Improving the prediction of air pollution peak episodes generated by urban transport networks

Author

Listed:
  • Catalano, Mario
  • Galatioto, Fabio
  • Bell, Margaret
  • Namdeo, Anil
  • Bergantino, Angela S.

Abstract

This paper illustrates the early results of ongoing research developing novel methods to analyse and simulate the relationship between trasport-related air pollutant concentrations and easily accessible explanatory variables. The final scope is to integrate the new models in traditional traffic management support systems for a sustainable mobility of road vehicles in urban areas.

Suggested Citation

  • Catalano, Mario & Galatioto, Fabio & Bell, Margaret & Namdeo, Anil & Bergantino, Angela S., 2016. "Improving the prediction of air pollution peak episodes generated by urban transport networks," Environmental Science & Policy, Elsevier, vol. 60(C), pages 69-83.
    • Handle: RePEc:eee:enscpo:v:60:y:2016:i:c:p:69-83
    DOI: 10.1016/j.envsci.2016.03.008
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    Cited by:

    1. Dong-Her Shih & Feng-I. Chung & Ting-Wei Wu & Bo-Hao Wang & Ming-Hung Shih, 2024. "Advanced Trans-BiGRU-QA Fusion Model for Atmospheric Mercury Prediction," Mathematics, MDPI, vol. 12(22), pages 1-34, November.
    2. Hua Lv & Shuzhen Xu & Yujie Liu & Wenjian Luo, 2022. "Evaluation and Comparison of Air Pollution Governance Performance: An Empirical Study Based on Jiangxi Province," Sustainability, MDPI, vol. 14(22), pages 1-17, November.
    3. Vladimír Konečný & Jozef Gnap & Tomáš Settey & František Petro & Tomáš Skrúcaný & Tomasz Figlus, 2020. "Environmental Sustainability of the Vehicle Fleet Change in Public City Transport of Selected City in Central Europe," Energies, MDPI, vol. 13(15), pages 1-23, July.
    4. Bergantino, Angela S. & Intini, Mario & Percoco, Marco, 2021. "New car taxation and its unintended environmental consequences," Transportation Research Part A: Policy and Practice, Elsevier, vol. 148(C), pages 36-48.
    5. Joanna A. Kamińska, 2018. "Probabilistic Forecasting of Nitrogen Dioxide Concentrations at an Urban Road Intersection," Sustainability, MDPI, vol. 10(11), pages 1-16, November.
    6. Lu Bai & Jianzhou Wang & Xuejiao Ma & Haiyan Lu, 2018. "Air Pollution Forecasts: An Overview," IJERPH, MDPI, vol. 15(4), pages 1-44, April.
    7. Ping Wang & Xuran He & Hongyinping Feng & Guisheng Zhang & Chenglu Rong, 2021. "A Hybrid Model for PM 2.5 Concentration Forecasting Based on Neighbor Structural Information, a Case in North China," Sustainability, MDPI, vol. 13(2), pages 1-19, January.

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