Urban traffic congestion continues to be a serious problem that compromises environmental sustainability, economic productivity, and public health. Accurately predicting patterns of congestion and implementing appropriate actions are essential for managing traffic flow. However, the influence of environmental elements such as weather and air pollution on traffic patterns is largely overlooked by standard traffic prediction algorithms.Predictive models that may better comprehend the intricate relationships between traffic patterns and environmental factors are developed by compiling historical data on air pollution levels and atmospheric conditions. Our trials show that this methodology outperforms previous methods in terms of traffic forecast accuracy. This study adds to our understanding of how traffic flow is influenced by environmental factors and provides useful information for improving urban transportation management techniques.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Road Traffic Forecasting Using Air Pollution and Atmospheric Data


    Beteiligte:
    S, Sivamurugan (Autor:in) / N, Vedapriya (Autor:in) / K, Vijayashree (Autor:in) / P, Nithya (Autor:in)


    Erscheinungsdatum :

    08.10.2024


    Format / Umfang :

    684620 byte




    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



    Some approaches to road traffic forecasting

    Danech-Pajouh,M. / INRETS/DARTS,FR | Kraftfahrwesen | 1995


    Some Approaches to Road Traffic Forecasting

    Danech-Pajouh, M. | British Library Conference Proceedings | 1995


    Influence of traffic on atmospheric pollution

    Bullock, J. / Lewis, W.M. | Engineering Index Backfile | 1968


    Assessment of Traffic Noise Pollution due to Road Traffic

    Demian, G. / Grecu, L. / Demian, M. | British Library Conference Proceedings | 2021


    Assessment of Traffic Noise Pollution due to Road Traffic

    Demian, Gabriela ;Grecu, Luminița ;Demian, Mihai | Trans Tech Publications | 2021