Gangqiang Zhang

Improving the resolution of GRACE-based water storage estimates based on machine learning downscaling schemes

Wenjie Yin, Gangqiang Zhang, Shin‐Chan Han et al. · Journal of Hydrology · 2022 · 59 citations

Engineering, Machine Learning, Data Science +4

Improving the Spatial Resolution of GRACE-Derived Terrestrial Water Storage Changes in Small Areas Using the Machine Learning Spatial Downscaling Method

Zhiwei Chen, Wei Zheng, Wenjie Yin et al. · Remote Sensing · 2021 · 50 citations · Full text

Earth Observation, Engineering, Climate Modeling +24

Improving the spatial resolution of GRACE-based groundwater storage estimates using a machine learning algorithm and hydrological model

Wenjie Yin, Gangqiang Zhang, Futian Liu et al. · Hydrogeology Journal · 2022 · 49 citations

Hydrogeology, Engineering, Hydrogeophysics +9

A machine learning downscaling framework based on a physically constrained sliding window technique for improving resolution of global water storage anomaly

Gangqiang Zhang, Tongren Xu, Wenjie Yin et al. · Remote Sensing of Environment · 2024 · 39 citations

Engineering, Machine Learning, Data Science +6

Improving the Resolution and Accuracy of Groundwater Level Anomalies Using the Machine Learning-Based Fusion Model in the North China Plain

Gangqiang Zhang, Wei Zheng, Wenjie Yin et al. · Sensors · 2020 · 36 citations · Full text

Environmental Monitoring, Engineering, Hydrogeophysics +19