Qingchun Guo

Monthly climate prediction using deep convolutional neural network and long short-term memory

Qingchun Guo, Zhenfang He, Zhaosheng Wang · Scientific Reports · 2024 · 164 citations · Full text

Air Pollution Forecasting Using Artificial and Wavelet Neural Networks with Meteorological Conditions

Qingchun Guo, Zhenfang He, Shanshan Li et al. · Aerosol and Air Quality Research · 2020 · 134 citations · Full text

Forecasting Methodology, Environmental Monitoring, Engineering +22

Predicting of Daily PM2.5 Concentration Employing Wavelet Artificial Neural Networks Based on Meteorological Elements in Shanghai, China

Qingchun Guo, Zhenfang He, Zhaosheng Wang · Toxics · 2023 · 127 citations · Full text

Prediction of Monthly PM2.5 Concentration in Liaocheng in China Employing Artificial Neural Network

Zhenfang He, Qingchun Guo, Zhaosheng Wang et al. · Atmosphere · 2022 · 112 citations · Full text

Forecasting Methodology, Environmental Monitoring, Machine Learning +21

Prediction of monthly average and extreme atmospheric temperatures in Zhengzhou based on artificial neural network and deep learning models

Qingchun Guo, Zhenfang He, Zhaosheng Wang · Frontiers in Forests and Global Change · 2023 · 109 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +24