Application of a Fusion Model Based on Machine Learning in Visibility Prediction

Application of a Fusion Model Based on Machine Learning in Visibility Prediction

To improve the accuracy of atmospheric visibility (V) prediction based on machine learning in different pollution scenarios, a new atmospheric visibility prediction method based on the stacking fusion model (VSFM) is established in this paper. The new method uses the stacking strategy to fuse two ba...

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Bibliographic Details
Main Authors: Maochan Zhen, Mingjian Yi, Tao Luo, Feifei Wang, Kaixuan Yang, Xuebin Ma, Shengcheng Cui, Xuebin Li
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Remote Sensing
Subjects:
visibility prediction
XGBoost
LightGBM
stacking
fusion model
Online Access:https://www.mdpi.com/2072-4292/15/5/1450

Internet

https://www.mdpi.com/2072-4292/15/5/1450

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