Paper Title :Evapotranspiration Estimation With Fuzzy Logic
Author :Jayantilal N. Patel, Pranita N. Balve
Article Citation :Jayantilal N. Patel ,Pranita N. Balve ,
(2016 ) " Evapotranspiration Estimation With Fuzzy Logic " ,
International Journal of Advances in Mechanical and Civil Engineering (IJAMCE) ,
pp. 73-76,
Volume-3,Issue-4
Abstract : In this study, the capability of predicting evapotranspiration using Fuzzy Inference System with mean
temperature, relative humidity, wind speed and net radiation as input is studied. The FIS model is being trained using series
of daily data of input parameters and output as evapotranspiration. The results which obtained from FIS are compared with
the estimation of ETo with the FAO-56 Penman Monteith method. The results shows that the values of the ETo obtained
from the FIS can be consider for future prediction as it gives the R2 value as 0.9866.The fuzzy inference system has high
efficiency of calculating and predicting the values of evapotranspiration.
Keywords— Evapotranspiration, Penman-Monteith method, Fuzzy If-Then Rules.
Type : Research paper
Published : Volume-3,Issue-4
DOIONLINE NO - IJAMCE-IRAJ-DOIONLINE-5396
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Copyright: © Institute of Research and Journals
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Published on 2016-09-16 |
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