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 dataand modeldriven techniques that may be promising for rapid sourcing.

Original document

The different versions of the original document can be found in:

• http://pdfs.semanticscholar.org/52fc/3a3d2ca6f5d9ecfab72509262f0d73370d36.pdf

• http://arc.aiaa.org/doi/pdf/10.2514/6.2013-4375,

http://dx.doi.org/10.2514/6.2013-4375

• https://arc.aiaa.org/doi/pdf/10.2514/6.2013-4375,

https://academic.microsoft.com/#/detail/2326640390