Use of displacement method with STFT wavelet transformation for groundwater recharges prediction

<p class="Default">The main aspiration behind this study was to calculate groundwater recession parameter using recently developed method and to apply calculated parameter for calculation of groundwater recharge. The equation for the hydrograph recession curve can be utilized to pred...

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Main Author: Rajib Maharjan
Format: Article
Language:English
Published: Progressive Sustainable Developers Nepal 2015-06-01
Series:International Journal of Environment
Online Access:http://nepjol.info/index.php/IJE/article/view/12632
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spelling doaj-55a2bfbe6e014a968c97ecb1d35cfe0e2020-11-24T22:28:19ZengProgressive Sustainable Developers NepalInternational Journal of Environment2091-28542015-06-014212813510.3126/ije.v4i2.126329949Use of displacement method with STFT wavelet transformation for groundwater recharges predictionRajib Maharjan0Water and Environment Department, University of Oulu, Oulu<p class="Default">The main aspiration behind this study was to calculate groundwater recession parameter using recently developed method and to apply calculated parameter for calculation of groundwater recharge. The equation for the hydrograph recession curve can be utilized to predict groundwater recharge during each recession period. The steps involved during recession curve analysis include selection of analytical expression, derivation of recession characteristic and optimization of the parameters. Each segment shows the outflow process which creates short-term or seasonal influence. The variations recession rate causes problems for derivation of recession characteristics. To avoid variations in recession parameters Short Time Fourier Transformation (STFT) was used. While applying STFT in real runoff data recession segments were chosen by user. The selected segments were further used for calculation of groundwater recharge assuming a linear hydrological model. The runoff hydrograph represents consist of three components: surface flow, intermediate flow and base flow. The applications of wavelet transformation can differential those flow components into were short, intermediate and long wavelet periods. The displacement method was used to obtain further information from wavelet transformation and to verify its practical application in groundwater studies.</p> <p class="Default">DOI: <a href="http://dx.doi.org/10.3126/ije.v4i2.12632">http://dx.doi.org/10.3126/ije.v4i2.12632</a></p> <p class="Default">International Journal of Environment Vol.4(2) 2015: 128-135</p>http://nepjol.info/index.php/IJE/article/view/12632
collection DOAJ
language English
format Article
sources DOAJ
author Rajib Maharjan
spellingShingle Rajib Maharjan
Use of displacement method with STFT wavelet transformation for groundwater recharges prediction
International Journal of Environment
author_facet Rajib Maharjan
author_sort Rajib Maharjan
title Use of displacement method with STFT wavelet transformation for groundwater recharges prediction
title_short Use of displacement method with STFT wavelet transformation for groundwater recharges prediction
title_full Use of displacement method with STFT wavelet transformation for groundwater recharges prediction
title_fullStr Use of displacement method with STFT wavelet transformation for groundwater recharges prediction
title_full_unstemmed Use of displacement method with STFT wavelet transformation for groundwater recharges prediction
title_sort use of displacement method with stft wavelet transformation for groundwater recharges prediction
publisher Progressive Sustainable Developers Nepal
series International Journal of Environment
issn 2091-2854
publishDate 2015-06-01
description <p class="Default">The main aspiration behind this study was to calculate groundwater recession parameter using recently developed method and to apply calculated parameter for calculation of groundwater recharge. The equation for the hydrograph recession curve can be utilized to predict groundwater recharge during each recession period. The steps involved during recession curve analysis include selection of analytical expression, derivation of recession characteristic and optimization of the parameters. Each segment shows the outflow process which creates short-term or seasonal influence. The variations recession rate causes problems for derivation of recession characteristics. To avoid variations in recession parameters Short Time Fourier Transformation (STFT) was used. While applying STFT in real runoff data recession segments were chosen by user. The selected segments were further used for calculation of groundwater recharge assuming a linear hydrological model. The runoff hydrograph represents consist of three components: surface flow, intermediate flow and base flow. The applications of wavelet transformation can differential those flow components into were short, intermediate and long wavelet periods. The displacement method was used to obtain further information from wavelet transformation and to verify its practical application in groundwater studies.</p> <p class="Default">DOI: <a href="http://dx.doi.org/10.3126/ije.v4i2.12632">http://dx.doi.org/10.3126/ije.v4i2.12632</a></p> <p class="Default">International Journal of Environment Vol.4(2) 2015: 128-135</p>
url http://nepjol.info/index.php/IJE/article/view/12632
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