[PDF][PDF] Data-driven vs. physically-based streamflow prediction models

M Gauch, J Mai, S Gharari, J Lin - Proceedings of the 9th …, 2019 - cs.uwaterloo.ca
Climate change leads to more frequent and severe floods and droughts. Precise water flow
forecasts for rivers and streams help mitigate damage and are direly needed. We evaluate …

Machine learning for streamflow prediction

M Gauch - 2020 - uwspace.uwaterloo.ca
Accurate prediction of streamflow—the amount of water flowing past a stream section at a
given time—is a long-standing challenge in hydrology. Not only do researchers strive to …