A Hybrid Wavelet-Based Deep Learning Model for Accurate Prediction of Daily Surface PM_2.5 Concentrations in Guangzhou City

Surface air pollution affects ecosystems and people’s health. However, traditional models have low prediction accuracy. Therefore, a hybrid model for accurately predicting daily surface PM_2.5 concentrations was integrated with wavelet (W), convolutional neural network (CNN), b...

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Bibliographic Details

Published in:	Toxics
Main Authors:	Zhenfang He, Qingchun Guo, Zhaosheng Wang, Xinzhou Li
Format:	Article
Language:	English
Published:	MDPI AG 2025-03-01
Subjects:	deep learning ANN LSTM GRU CNN BiLSTM
Online Access:	https://www.mdpi.com/2305-6304/13/4/254