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

This work addresses the issue of better considering the heterogeneity of precipitation fields within lumped rainfall-runoff models where only areal mean precipitation is usually used as an input. A method using a Kohonen neural network is proposed for the classification of precipitation fields. The...

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Veröffentlicht in:Hydrology and earth system sciences discussions 2006-01, Vol.3 (1), p.3-3
Hauptverfasser: Lauzon, N, Anctil, F, Baxter, C W
Format: Artikel
Sprache:eng
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