Submitting Campus

Daytona Beach

Department

School of Graduate Studies

Document Type

Article

Publication/Presentation Date

12-2023

Abstract/Description

Weather is responsible for approximately 70% of air transportation delays in the National Airspace System, and delays resulting from convective weather alone cost airlines and passengers millions of dollars each year due to delays that could be avoided. This research sought to establish relationships between environmental variables and airport efficiency estimates by data mining archived weather and airport performance data at ten geographically and climatologically different airports. Several meaningful relationships were discovered from six out of ten airports using various machine learning methods within an overarching data mining protocol, and the developed models were tested using historical data.

Publication Title

Journal of Aviation Technology and Engineering

DOI

https://doi.org/10.7771/2159-6670.1285

Publisher

Purdue University Press

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