3D Web Application of Wind Prediction Under Typhoon on Coastal Cities Based on Ensemble k-NN and OpenFOAM

Coastal cities are vulnerable areas to the impacts of strong wind under typhoon events. To anticipate the impact, this study proposes a novel approach to integrate the typhoon track predictions generated by an ensemble k-Nearest Neighbors (k-NN) as the reference locations of the typhoon center. The...

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Bibliographic Details
Published in:	IEEE access Vol. 13; pp. 11095 - 11113
Main Authors:	Tamamadin, Mamad, Kee, Seong-Hoon, Yee, Jurng-Jae
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 2025 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	3D web-based application Applications programs Cities Correlation coefficients Data base management systems Data visualization Early warning systems Emergency communications systems ensemble k-NN Error analysis Impact prediction K-nearest neighbors algorithm Meteorology OpenFOAM Prediction models Predictive models Root-mean-square errors Simulation Solid modeling Three-dimensional displays Training Tropical cyclones typhoon preparedness Typhoons Urban areas Weather forecasting Wind wind flow Wind forecasting Wind pressure Wind speed
ISSN:	2169-3536, 2169-3536
Online Access:	Get full text
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