Automated Plasma Region Classification and Boundary Layer Identification Using Machine Learning

The accurate classification of plasma regions is a critical challenge in space science, with identifying dynamic boundary layers (BLs) being particularly complex. This study introduces a novel wavelet-decision tree classifier (WDTC) designed to automate BL detection. Unlike conventional machine lear...

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Bibliographic Details

Published in:	Remote Sensing
Main Authors:	Jiye Wang, Xuan Liu, Fanzhuo Dai, Rui Zheng, Yuanlin Han, Yang Wang, Andi Liu, Xinhua Wei, Lingqian Zhang, Hui Li, Chi Wang, Tieyan Wang, James L. Burch, Wolfgang Baumjohann
Format:	Article
Language:	English
Published:	MDPI AG 2025-04-01
Subjects:	machine learning bow shock magnetopause solar wind magnetosheath
Online Access:	https://www.mdpi.com/2072-4292/17/9/1565