Shaohui Zhou

Integration of shapley additive explanations with random forest model for quantitative precipitation estimation of mesoscale convective systems

Zheyu He, Yuanjian Yang, Runzhuo Fang et al. · Frontiers in Environmental Science · 2023 · 41 citations · Full text

Engineering, Weather Forecasting, Climate Modeling +23

Estimating Gross Primary Productivity (GPP) over Rice–Wheat-Rotation Croplands by Using the Random Forest Model and Eddy Covariance Measurements: Upscaling and Comparison with the MODIS Product

Zexia Duan, Yuanjian Yang, Shaohui Zhou et al. · Remote Sensing · 2021 · 27 citations · Full text

Precision Agriculture, Environmental Monitoring, Engineering +23

Forecasting tropical cyclone tracks in the northwestern Pacific based on a deep-learning model

Liang Wang, Bingcheng Wan, Shaohui Zhou et al. · Geoscientific model development · 2023 · 21 citations · Full text

Storm Surge, Tropical Cyclones, Convolutional Neural Network +22

Role of Water Vapor Modulation From Multiple Pathways in the Occurrence of a Record‐Breaking Heavy Rainfall Event in China in 2021

Zhiqiu Gao, Jianbin Zhang, Miao Yu et al. · Earth and Space Science · 2022 · 15 citations · Full text

Engineering, Extreme Weather, Water Vapor +18

A robust error correction method for numerical weather prediction wind speed based on Bayesian optimization, variational mode decomposition, principal component analysis, and random forest: VMD-PCA-RF (version 1.0.0)

Shaohui Zhou, Yuchao Gao, Zexia Duan et al. · Geoscientific model development · 2023 · 13 citations · Full text