Skip to main content Open-source projects and resources
- ReconstructedTWS: An AI model for reconstructing GRACE-derived terrestrial water-storage anomalies using groundwater observations and meteorological forcing.
- Soil Water Retention Models Dataset: Data supporting a family of soil-water-retention models based on sigmoid functions.
- Cross-scale Parameter Transfer Dataset: Data supporting scale conversion and pedo-transfer-function estimation.
- Streamflow Simulations with Differentiable HBV and LSTM Models: Streamflow simulation data using CAMELS datasets.
- SMAP Soil-Moisture Modeling (Under review): A differentiable HBV and LSTM framework for integrating SMAP soil-moisture observations with process-based hydrologic modeling.
- SWOT-informed Streamflow Modeling (Under review): A streamflow modeling framework integrating gauge discharge with SWOT water-surface-elevation constraints.
- Reservoir Operations Modeling (In development): A data-informed framework for modeling reservoir operations and reservoir-influenced streamflow.
- Hydro Catalog: An independent open-source catalog for discovering hydrological datasets, methods, tools, and research challenges.
Previous research projects
- Modeling soil water across different scales in the North China Plain; participation, 2023–2026.
- Thermal-mass coupling simulation of in-situ heat-treatment temperature and contaminant distributions; participation, 2020–2023.
- Soil-water and groundwater balance evaluation under large-data conditions; participation, 2018–2021.
- Agricultural hydraulic tomography for three-dimensional heterogeneity in variably saturated soil; participation, 2018–2021.
- Root-zone soil-moisture prediction based on data-worth analysis; participation, 2017–2019.
