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Journal of Geology & Geophysics

Journal of Geology & Geophysics
Open Access

ISSN: 2381-8719

+44 20 3868 9735

Krishan G

Krishan G

India

Publications
  • Research Article
    Groundwater Level Simulation Using Artificial Neural Network in Southeast, Punjab, India
    Author(s): Lohani AK and Krishan GLohani AK and Krishan G

    This paper presents an efficient and stable artificial neural network (ANN) model for predicting groundwater level in south-east Punjab, India. After improving the model accuracy using different types of network architectures and training algorithms, it has been observed that best results can be achieved with a standard feed forward neural network trained with the Levenberg–Marquardt algorithm. Good estimation of groundwater level can be achieved by designing distinct networks for different sites and ANN method has been found to forecast groundwater level in Faridkot, Ferozepur, Ludhiana and Patiala districts of Punjab, India with reasonable accuracy. .. Read More»
    DOI: 10.4172/2381-8719.1000206

    Abstract PDF

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