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Geographical weather-impact sourcing: Analytical and data-driven approaches

Abstract:

The problem of weather-impact sourcing, i.e. identification and ranking of upstream National Airspace System (NAS) resources whose traffic flows are significantly impacted or modulated by a weather zone, is conceptualized. A historical case study is presented to gain insight into the geographical pattern of weather-impacted traffic. Based on these insights, we argue that highly simplified representations of air traffic and weather may be sufficient for weather-impact sourcing, and briefly introduce data- and model- driven techniques that may be promising for rapid sourcing.

Año de publicación:

2013

Keywords:

    Fuente:

    scopusscopus

    Tipo de documento:

    Conference Object

    Estado:

    Acceso restringido

    Áreas de conocimiento:

    • Análisis de datos
    • Inferencia estadística

    Áreas temáticas:

    • Sistemas
    • Geología, hidrología, meteorología
    • Métodos informáticos especiales

    Contribuidores:

    Sandip RoySandip Roy
    Wan Y.Wan Y.