Artificial Neural Networks as Unit Hydrograph Applications

by Allen T. Hjelmfelt, Jr., Univ of Missouri, Columbia, United States,
Menghua Wang, Univ of Missouri, Columbia, United States,

Document Type: Proceeding Paper

Part of: Engineering Hydrology


A simple artificial neural network is shown to have the same structure as the application of a unit hydrograph. An artificial neural network representing such an application was constructed, trained and tested using data from a small watershed in central Missouri.

Subject Headings: Neural networks | Hydrographs | Runoff | Hydrographic surveys | Watersheds | Rain water | Rainfall-runoff relationships | Artificial intelligence | Missouri | United States

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