Shang Gao

Can artificial intelligence and data-driven machine learning models match or even replace process-driven hydrologic models for streamflow simulation?: A case study of four watersheds with different hydro-climatic regions across the CONUS

Taereem Kim, Tiantian Yang, Shang Gao et al. · Journal of Hydrology · 2021 · 139 citations · Full text

Engineering, Data Science, Water Resources +7

Cross-Examination of Similarity, Difference and Deficiency of Gauge, Radar and Satellite Precipitation Measuring Uncertainties for Extreme Events Using Conventional Metrics and Multiplicative Triple Collocation

Zhi Li, Mengye Chen, Shang Gao et al. · Remote Sensing · 2020 · 62 citations · Full text

Engineering, Spatial Uncertainty, Weather Forecasting +21

CREST-iMAP v1.0: A fully coupled hydrologic-hydraulic modeling framework dedicated to flood inundation mapping and prediction

Zhi Li, Mengye Chen, Shang Gao et al. · Environmental Modelling & Software · 2021 · 59 citations

Crest-imap V1.0, Hydrological Prediction, Engineering +12

The conterminous United States are projected to become more prone to flash floods in a high-end emissions scenario

Zhi Li, Shang Gao, Mengye Chen et al. · Communications Earth & Environment · 2022 · 58 citations · Full text

Evaluation of GPM IMERG and its constellations in extreme events over the conterminous united states

Zhi Li, Guoqiang Tang, Pierre‐Emmanuel Kirstetter et al. · Journal of Hydrology · 2021 · 54 citations

Geophysics, Meteorology, Engineering +12