Kristie J. Franz

A novel attention-based LSTM cell post-processor coupled with bayesian optimization for streamflow prediction

Babak Alizadeh, Alireza Ghaderi Bafti, Hamid Kamangir et al. · Journal of Hydrology · 2021 · 164 citations

Artificial Intelligence, Engineering, Machine Learning +8

Verification of National Weather Service Ensemble Streamflow Predictions for Water Supply Forecasting in the Colorado River Basin

Kristie J. Franz, Holly C. Hartmann, Soroosh Sorooshian et al. · Journal of Hydrometeorology · 2003 · 143 citations · Full text

Mapping of 30-meter resolution tile-drained croplands using a geospatial modeling approach

Prasanth Valayamkunnath, Michael Barlage, Fei Chen et al. · Scientific Data · 2020 · 129 citations · Full text

Operational snow modeling: Addressing the challenges of an energy balance model for National Weather Service forecasts

Kristie J. Franz, T. S. Hogue, Soroosh Sorooshian · Journal of Hydrology · 2008 · 105 citations

Hydrometeorology, Meteorology, Numerical Weather Prediction +10

Characterizing parameter sensitivity and uncertainty for a snow model across hydroclimatic regimes

Minxue He, T. S. Hogue, Kristie J. Franz et al. · Advances in Water Resources · 2010 · 90 citations

Climatology, Meteorology, Hydrometeorology +14