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JSIR Vol.65(02) [February 2006] >


Title: Artificial neural network modeling of methane emissions at Istanbul Kemerburgaz-Odayeri landfill site
Authors: Ozcan, H Kurtulus
Ucan, Osman N
Sahin, Ulku
Borat, Mehmet
Bayat, Cuma
Keywords: Artificial neural network
Carbon dioxide
Istanbul
Landfill gas
Methane
Issue Date: Feb-2006
Publisher: CSIR
IPC CodeG06N3/02; C02F11/04
Abstract:  This study reports on Istanbul Kemerburgaz-Odayeri (Turkey) solid waste landfills, models CH4, CO2, CO, atmospheric temperature parameters of this area, and predicts CH4 using Artificial Neural Networks (ANN). Here, ANN structure employs 4 input, 10 hidden and 1 output neurons. In order to evaluate performance of ANN model, statistical performance indices between real and estimated data have been measured and the correlation is found as 0.983 and 0.806 for training and testing respectively.
Page(s): 128-134
ISSN: 0975-1084 (Online); 0022-4456 (Print)
Source:JSIR Vol.65(02) [February 2006]

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