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This is a Quantitative Study study.

Investigation of Weather-related Aviation Accidents in Hawai‘i from 2003–2022

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Investigation reveals patterns in weather-related aviation accidents in Hawaii, highlighting trade wind conditions and implications for safety.

Most weather-related aviation accidents occur during trade wind conditions, particularly on O‘ahu, Moloka‘i, and Maui.
Monthly analysis shows higher incidences of aviation accidents during winter months, linked to synoptic-scale disturbances.
A machine learning algorithm was used to compare days with and without accidents, revealing crucial atmospheric conditions.
Fatal accidents are often associated with shear lines and specific trade wind days, indicating overlooked hazards.

Monte et al. (2025) studied this question.

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Investigation reveals patterns in weather-related aviation accidents in Hawaii, highlighting trade wind conditions and implications for safety.