Data mining for performance of vegetative filter strips
Sanyogita Andriyas
Broschiertes Buch

Data mining for performance of vegetative filter strips

A comparison between prediction models : artificial neural networks (back propagation & radial basis function) vs. GRAPH

Versandkostenfrei!
Versandfertig in 6-10 Tagen
50,99 €
inkl. MwSt.
PAYBACK Punkte
25 °P sammeln!
The vegetative filter strips (VFS) are a best management practice. For quantifying the movement & amount of sediments & nutrients, the performance of VFS has to be modeled. Data available from the literature & recent experiments were used. Artificial runoff was created. Flow samples were analysed for concentrations for total suspended solids, total phosphorus & soluble phosphorus, & particle size distribution. Input-output data sets were used to train & test a multi-layered perceptron using back propagation (BP) algorithm & a radial basis function neural network using fuzzy c-means clustering ...