Research on cloud detection method based on voting ensemble learning using FY-4B satellite data

Machine learning is widely used for satellite cloud detection. Ensemble models generally offer superior generalization over single models in complex scenarios. Addressing the common use of homogeneous ensembles, this study introduces heterogeneous base learners (SVM, NB, LR, DT, RF, MLP) trained on...

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Bibliographic Details
Main Authors: Jianhua Qu, Lingmeng Ye, Junjie Yan, Jinjing Sun, Ziyu Huyan
Format: Article
Language:English
Published: Taylor & Francis Group 2025-12-01
Series:Geocarto International
Subjects:
Online Access:https://www.tandfonline.com/doi/10.1080/10106049.2025.2487012
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