Spatio-Temporal Prediction of METAR Data for Continental United States

Paper #:
  • 2011-01-2708

Published:
  • 2011-10-18
Citation:
Thirumalainambi, R., "Spatio-Temporal Prediction of METAR Data for Continental United States," SAE Technical Paper 2011-01-2708, 2011, https://doi.org/10.4271/2011-01-2708.
Affiliated:
Pages:
6
Abstract:
Accuracy on weather prediction is a significant factor on present models of air traffic and planning, and will be a key factor on future advanced models in many areas and activities, and we can envision advanced human emotion models with weather as a key component. As part of this research effort, this paper addresses the development of three-layer architecture for hourly distribution of an accurate 24-hour global aviation weather prediction and a multivariate analysis of the aviation weather data provided by NOAA's National Weather Service.
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