A probabilistic machine learning framework for daily extreme events forecasting
Forecasting daily extreme events is crucial, particularly amidst the escalating severity of
tropical storms and hurricanes in the East and Gulf coasts of the United States. The intensity …
tropical storms and hurricanes in the East and Gulf coasts of the United States. The intensity …
[HTML][HTML] Ensemble data assimilation for operational streamflow predictions in the next generation (NextGen) framework
Abstract The National Weather Service (NWS) operates the National Water Model (NWM) to
provide continental-scale streamflow forecasting across the United States. Despite the broad …
provide continental-scale streamflow forecasting across the United States. Despite the broad …
DeepBase: A Deep Learning-based Daily Baseflow Dataset across the United States
High quality baseflow data is important for advancing water resources modeling and
management, as it captures the critical role of groundwater and delayed sources in …
management, as it captures the critical role of groundwater and delayed sources in …