Classification of Tropical Cyclone Tracks in the Northwest Pacific Based on the SD-K-Means Model

Classification of Tropical Cyclone Tracks in the Northwest Pacific Based on the SD-K-Means Model

Tropical cyclone (TC) track clustering plays a crucial role in understanding cyclone movement patterns, which is essential for risk assessment and disaster preparedness. This study proposes an improved SD-K-Means clustering algorithm for classifying TC tracks. Using the best-track datasets of TCs fr...

Full description

Saved in:
Bibliographic Details
Main Authors: Nan Xu, Baisong Yang, Jia Ren
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Applied Sciences
Subjects:
tropical cyclone
track classification
soft-DTW algorithm
k-means clustering algorithm
Online Access:https://www.mdpi.com/2076-3417/15/11/6160
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://www.mdpi.com/2076-3417/15/11/6160

Similar Items