Jiping Guan

Attention-Unet-Based Near-Real-Time Precipitation Estimation from Fengyun-4A Satellite Imageries

Yanbo Gao, Jiping Guan, Fuhan Zhang et al. · Remote Sensing · 2022 · 42 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +21

RN-Net: A Deep Learning Approach to 0–2 Hour Rainfall Nowcasting Based on Radar and Automatic Weather Station Data

Fuhan Zhang, Xiaodong Wang, Jiping Guan et al. · Sensors · 2021 · 35 citations · Full text

Effects of Tropospheric Vertical Wind Shear on Gravity Waves Generated by Tropical Cyclones

Yuan Wang, Lifeng Zhang, Yun Zhang et al. · Geophysical Research Letters · 2019 · 22 citations · Full text

Geophysics, Meteorology, Climatology +13

A Novel Multi-Input Multi-Output Recurrent Neural Network Based on Multimodal Fusion and Spatiotemporal Prediction for 0–4 Hour Precipitation Nowcasting

Fuhan Zhang, Xiaodong Wang, Jiping Guan · Atmosphere · 2021 · 21 citations · Full text

Engineering, Machine Learning, Spatiotemporal Data Fusion +19

Assimilation of MWHS and MWTS radiance data from the FY-3A satellite with the POD-3DEnVar method for forecasting heavy rainfall

Mingyang Zhang, Lifeng Zhang, Bin Zhang et al. · Atmospheric Research · 2018 · 18 citations

Meteorology, Numerical Weather Prediction, Earth Science +9