Rapid Flood Inundation Forecast Using Fourier Neural Operator

no code implementations • 29 Jul 2023 • Alexander Y. Sun, Zhi Li, Wonhyun Lee, QiXing Huang, Bridget R. Scanlon, Clint Dawson

Flood inundation forecast provides critical information for emergency planning before and during flood events.

Depth Estimation Depth Prediction

Combining Physically-Based Modeling and Deep Learning for Fusing GRACE Satellite Data: Can We Learn from Mismatch?

no code implementations • 31 Jan 2019 • Alexander Y. Sun, Bridget R. Scanlon, Zizhan Zhang, David Walling, Soumendra N. Bhanja, Abhijit Mukherjee, Zhi Zhong

Global hydrological and land surface models are increasingly used for tracking terrestrial total water storage (TWS) dynamics, but the utility of existing models is hampered by conceptual and/or data uncertainties related to various underrepresented and unrepresented processes, such as groundwater storage.