Short-term Rainfall Forecasting using ANNs and ANFIS Models

Short-term Rainfall Forecasting using ANNs and ANFIS Models

Artificial Neural Networks and Adaptive Neuro-Fuzzy Inference System

Versandkostenfrei!
Versandfertig in 6-10 Tagen
33,99 €
inkl. MwSt.
PAYBACK Punkte
17 °P sammeln!
Rainfall forecasting still represents an extremely important issue in hydrology. On the other hand, rainfall is one of the most complicated effective hydrologic processes in runoff prediction. In the present study an attempt has been made to develop artificial neural networks (ANN) and adaptive neuro-fuzzy inference system (ANFIS) models for forecasting of daily rainfall for monsoon period of Junagadh, Gujarat, India. The data of period (1st June to 30th October) of years 1979-1981, 1984-1989 and 1991-2007 were used to train the models and data of years 2008-2011 were used for test the models....