Abflussberechnung mit Hilfe Neuronaler Netze (Drainage Calculation With the Help of Neural Nets).

摘要

The study revolves around Artificial Neural Nets (KNN) and seeks to answer six main questions: (1) How is meteorological input treated; (2) How is spatial information integrated into KNN; (3) How are the flowtimes in the collection area broken down; (4) How does information regarding land use from the National Oceanic and Atmospheric Administration (NOAA) and the Advanced Very High Resolution Radiometer (AVHRR) have to be treated and processed; (5) How is the learning process represented; (6) How is the net topology represented. The goal is to link the information-rich, highly resolved, and detailed observation of the planar Precipitation-Drainage-Processes with the simple breaking-down of the equally strongly non-linear functions by means of KNN.