N. Lauzon

Generalisation for neural networks through data sampling and training procedures, with applications to streamflow predictions

François Anctil, N. Lauzon · Hydrology and earth system sciences · 2004 · 96 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

Improvement of rainfall-runoff forecasts through mean areal rainfall optimization

François Anctil, N. Lauzon, Vazken Andréassian et al. · Journal of Hydrology · 2006 · 78 citations

Surface Runoff, Engineering, Water Resources +4

Characterization of soil moisture conditions at temporal scales from a few days to annual

N. Lauzon, François Anctil, Juan Petrinovic · Hydrological Processes · 2004 · 49 citations

Hydrological Prediction, Engineering, Hydrologic Engineering +19

Added gains of soil moisture content observations for streamflow predictions using neural networks

François Anctil, N. Lauzon, Mélanie Filion · Journal of Hydrology · 2008 · 38 citations

Surface Runoff, Engineering, Drought +9

Clustering of heterogeneous precipitation fields for the assessment and possible improvement of lumped neural network models for streamflow forecasts

N. Lauzon, François Anctil, Christopher W. Baxter · Hydrology and earth system sciences · 2006 · 23 citations · Full text

Engineering, Machine Learning, Weather Forecasting +19