Accepted Manuscript Research papers Stochastic model stationarization by eliminating the periodic term and its effect on time series prediction Hamid Moeeni, Hossein Bonakdari, Seyed Ehsan Fatemi PII: S0022-1694(17)30091-4 DOI: http://dx.doi.org/10.1016/j.jhydrol.2017.02.012 Reference: HYDROL 21811 To appear in: Journal of Hydrology Received Date: 20 October 2016 Revised Date: 1 January 2017 Accepted Date: 9 February 2017 Please cite this article as: Moeeni, H., Bonakdari, H., Fatemi, S.E., Stochastic model stationarization by eliminating the periodic term and its effect on time series prediction, Journal of Hydrology (2017), doi: http://dx.doi.org/10.1016/ j.jhydrol.2017.02.012 This is a PDF file of an unedited manuscript that has been accepted for publication. As a service to our customers we are providing this early version of the manuscript. The manuscript will undergo copyediting, typesetting, and review of the resulting proof before it is published in its final form. Please note that during the production process errors may be discovered which could affect the content, and all legal disclaimers that apply to the journal pertain.