Assessment of Baseflow Estimates Considering Recession Characteristics in SWAT

Baseflow is influenced by incoming groundwater to aquifers and is closely related to watershed characteristics. Understanding baseflow characteristics is of great importance to river ecosystems and water management. Baseflow estimation typically depends on the observed streamflow in gauged watershed...

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Main Authors: Jimin Lee, Jonggun Kim, Won Seok Jang, Kyoung Jae Lim, Bernie A. Engel
Format: Article
Language:English
Published: MDPI AG 2018-03-01
Series:Water
Subjects:
Online Access:http://www.mdpi.com/2073-4441/10/4/371
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spelling doaj-ebc0f812e18547b5b4c96d7baae14c182020-11-25T00:54:43ZengMDPI AGWater2073-44412018-03-0110437110.3390/w10040371w10040371Assessment of Baseflow Estimates Considering Recession Characteristics in SWATJimin Lee0Jonggun Kim1Won Seok Jang2Kyoung Jae Lim3Bernie A. Engel4Department of Agricultural and Biological Engineering, Purdue University, 225 South University ST., West Lafayette, IN 47907, USARegional Infrastructure Engineering, Kangwon National University, Chuncheon, Gangwon 200-701, KoreaSustainability Innovation Lab at Colorado (SILC), University of Colorado Boulder, Boulder, CO 80309, USARegional Infrastructure Engineering, Kangwon National University, Chuncheon, Gangwon 200-701, KoreaDepartment of Agricultural and Biological Engineering, Purdue University, 225 South University ST., West Lafayette, IN 47907, USABaseflow is influenced by incoming groundwater to aquifers and is closely related to watershed characteristics. Understanding baseflow characteristics is of great importance to river ecosystems and water management. Baseflow estimation typically depends on the observed streamflow in gauged watersheds, but accurate predictions of streamflow through modeling can also be useful in estimating baseflow. However, uncertainty occurs in the baseflow estimation process when modeling streamflow. Therefore, the purpose of this study is to compare the method that is proposed by Arnold and Allen (Scenario I) to an improved recession prediction method where the alpha factor (baseflow recession coefficient) is recalibrated and is applied to SWAT (Scenario II). Although the differences between the results (NSE, R2, RMSE, MAE, d) of Scenarios I and II were small regarding streamflow and recession, the Scenario II method more accurately reflected the recession characteristics than the Scenario I method. Furthermore, the Scenario II method was better in baseflow prediction than for the Scenario I method proposed by Arnold and Allen. Therefore, these outputs pave the way and contribute to an efficient method for water management in watersheds.http://www.mdpi.com/2073-4441/10/4/371alpha factorbaseflowBflowstreamflow recessionSWAT
collection DOAJ
language English
format Article
sources DOAJ
author Jimin Lee
Jonggun Kim
Won Seok Jang
Kyoung Jae Lim
Bernie A. Engel
spellingShingle Jimin Lee
Jonggun Kim
Won Seok Jang
Kyoung Jae Lim
Bernie A. Engel
Assessment of Baseflow Estimates Considering Recession Characteristics in SWAT
Water
alpha factor
baseflow
Bflow
streamflow recession
SWAT
author_facet Jimin Lee
Jonggun Kim
Won Seok Jang
Kyoung Jae Lim
Bernie A. Engel
author_sort Jimin Lee
title Assessment of Baseflow Estimates Considering Recession Characteristics in SWAT
title_short Assessment of Baseflow Estimates Considering Recession Characteristics in SWAT
title_full Assessment of Baseflow Estimates Considering Recession Characteristics in SWAT
title_fullStr Assessment of Baseflow Estimates Considering Recession Characteristics in SWAT
title_full_unstemmed Assessment of Baseflow Estimates Considering Recession Characteristics in SWAT
title_sort assessment of baseflow estimates considering recession characteristics in swat
publisher MDPI AG
series Water
issn 2073-4441
publishDate 2018-03-01
description Baseflow is influenced by incoming groundwater to aquifers and is closely related to watershed characteristics. Understanding baseflow characteristics is of great importance to river ecosystems and water management. Baseflow estimation typically depends on the observed streamflow in gauged watersheds, but accurate predictions of streamflow through modeling can also be useful in estimating baseflow. However, uncertainty occurs in the baseflow estimation process when modeling streamflow. Therefore, the purpose of this study is to compare the method that is proposed by Arnold and Allen (Scenario I) to an improved recession prediction method where the alpha factor (baseflow recession coefficient) is recalibrated and is applied to SWAT (Scenario II). Although the differences between the results (NSE, R2, RMSE, MAE, d) of Scenarios I and II were small regarding streamflow and recession, the Scenario II method more accurately reflected the recession characteristics than the Scenario I method. Furthermore, the Scenario II method was better in baseflow prediction than for the Scenario I method proposed by Arnold and Allen. Therefore, these outputs pave the way and contribute to an efficient method for water management in watersheds.
topic alpha factor
baseflow
Bflow
streamflow recession
SWAT
url http://www.mdpi.com/2073-4441/10/4/371
work_keys_str_mv AT jiminlee assessmentofbaseflowestimatesconsideringrecessioncharacteristicsinswat
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AT wonseokjang assessmentofbaseflowestimatesconsideringrecessioncharacteristicsinswat
AT kyoungjaelim assessmentofbaseflowestimatesconsideringrecessioncharacteristicsinswat
AT bernieaengel assessmentofbaseflowestimatesconsideringrecessioncharacteristicsinswat
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