Incorporation of the equilibrium temperature approach in a Soil and Water Assessment Tool hydroclimatological stream temperature model

Stream temperature is an important indicator for biodiversity and sustainability in aquatic ecosystems. The stream temperature model currently in the Soil and Water Assessment Tool (SWAT) only considers the impact of air temperature on stream temperature, while the hydroclimatological stream tempera...

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Published in:Hydrology and Earth System Sciences
Main Authors: Du, Xinzhong, Shrestha, Narayan Kumar, Ficklin, Darren L., Wang, Junye
Format: Text
Language:English
Published: 2019
Subjects:
Online Access:https://doi.org/10.5194/hess-22-2343-2018
https://www.hydrol-earth-syst-sci.net/22/2343/2018/
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spelling ftcopernicus:oai:publications.copernicus.org:hess60464 2023-05-15T15:26:06+02:00 Incorporation of the equilibrium temperature approach in a Soil and Water Assessment Tool hydroclimatological stream temperature model Du, Xinzhong Shrestha, Narayan Kumar Ficklin, Darren L. Wang, Junye 2019-04-12 application/pdf https://doi.org/10.5194/hess-22-2343-2018 https://www.hydrol-earth-syst-sci.net/22/2343/2018/ eng eng doi:10.5194/hess-22-2343-2018 https://www.hydrol-earth-syst-sci.net/22/2343/2018/ eISSN: 1607-7938 Text 2019 ftcopernicus https://doi.org/10.5194/hess-22-2343-2018 2019-12-24T09:50:28Z Stream temperature is an important indicator for biodiversity and sustainability in aquatic ecosystems. The stream temperature model currently in the Soil and Water Assessment Tool (SWAT) only considers the impact of air temperature on stream temperature, while the hydroclimatological stream temperature model developed within the SWAT model considers hydrology and the impact of air temperature in simulating the water–air heat transfer process. In this study, we modified the hydroclimatological model by including the equilibrium temperature approach to model heat transfer processes at the water–air interface, which reflects the influences of air temperature, solar radiation, wind speed and streamflow conditions on the heat transfer process. The thermal capacity of the streamflow is modeled by the variation of the stream water depth. An advantage of this equilibrium temperature model is the simple parameterization, with only two parameters added to model the heat transfer processes. The equilibrium temperature model proposed in this study is applied and tested in the Athabasca River basin (ARB) in Alberta, Canada. The model is calibrated and validated at five stations throughout different parts of the ARB, where close to monthly samplings of stream temperatures are available. The results indicate that the equilibrium temperature model proposed in this study provided better and more consistent performances for the different regions of the ARB with the values of the Nash–Sutcliffe Efficiency coefficient (NSE) greater than those of the original SWAT model and the hydroclimatological model. To test the model performance for different hydrological and environmental conditions, the equilibrium temperature model was also applied to the North Fork Tolt River Watershed in Washington, United States. The results indicate a reasonable simulation of stream temperature using the model proposed in this study, with minimum relative error values compared to the other two models. However, the NSE values were lower than those of the hydroclimatological model, indicating that more model verification needs to be done. The equilibrium temperature model uses existing SWAT meteorological data as input, can be calibrated using fewer parameters and less effort and has an overall better performance in stream temperature simulation. Thus, it can be used as an effective tool for predicting the changes in stream temperature regimes under varying hydrological and meteorological conditions. In addition, the impact of the stream temperature simulations on chemical reaction rates and concentrations was tested. The results indicate that the improved performance of the stream temperature simulation could significantly affect chemical reaction rates and the simulated concentrations, and the equilibrium temperature model could be a potential tool to model stream temperature in water quality simulations. Text Athabasca River Copernicus Publications: E-Journals Athabasca River Canada Nash ENVELOPE(-62.350,-62.350,-74.233,-74.233) North Fork ENVELOPE(161.250,161.250,-77.533,-77.533) Sutcliffe ENVELOPE(-81.383,-81.383,50.683,50.683) Hydrology and Earth System Sciences 22 4 2343 2357
institution Open Polar
collection Copernicus Publications: E-Journals
op_collection_id ftcopernicus
language English
description Stream temperature is an important indicator for biodiversity and sustainability in aquatic ecosystems. The stream temperature model currently in the Soil and Water Assessment Tool (SWAT) only considers the impact of air temperature on stream temperature, while the hydroclimatological stream temperature model developed within the SWAT model considers hydrology and the impact of air temperature in simulating the water–air heat transfer process. In this study, we modified the hydroclimatological model by including the equilibrium temperature approach to model heat transfer processes at the water–air interface, which reflects the influences of air temperature, solar radiation, wind speed and streamflow conditions on the heat transfer process. The thermal capacity of the streamflow is modeled by the variation of the stream water depth. An advantage of this equilibrium temperature model is the simple parameterization, with only two parameters added to model the heat transfer processes. The equilibrium temperature model proposed in this study is applied and tested in the Athabasca River basin (ARB) in Alberta, Canada. The model is calibrated and validated at five stations throughout different parts of the ARB, where close to monthly samplings of stream temperatures are available. The results indicate that the equilibrium temperature model proposed in this study provided better and more consistent performances for the different regions of the ARB with the values of the Nash–Sutcliffe Efficiency coefficient (NSE) greater than those of the original SWAT model and the hydroclimatological model. To test the model performance for different hydrological and environmental conditions, the equilibrium temperature model was also applied to the North Fork Tolt River Watershed in Washington, United States. The results indicate a reasonable simulation of stream temperature using the model proposed in this study, with minimum relative error values compared to the other two models. However, the NSE values were lower than those of the hydroclimatological model, indicating that more model verification needs to be done. The equilibrium temperature model uses existing SWAT meteorological data as input, can be calibrated using fewer parameters and less effort and has an overall better performance in stream temperature simulation. Thus, it can be used as an effective tool for predicting the changes in stream temperature regimes under varying hydrological and meteorological conditions. In addition, the impact of the stream temperature simulations on chemical reaction rates and concentrations was tested. The results indicate that the improved performance of the stream temperature simulation could significantly affect chemical reaction rates and the simulated concentrations, and the equilibrium temperature model could be a potential tool to model stream temperature in water quality simulations.
format Text
author Du, Xinzhong
Shrestha, Narayan Kumar
Ficklin, Darren L.
Wang, Junye
spellingShingle Du, Xinzhong
Shrestha, Narayan Kumar
Ficklin, Darren L.
Wang, Junye
Incorporation of the equilibrium temperature approach in a Soil and Water Assessment Tool hydroclimatological stream temperature model
author_facet Du, Xinzhong
Shrestha, Narayan Kumar
Ficklin, Darren L.
Wang, Junye
author_sort Du, Xinzhong
title Incorporation of the equilibrium temperature approach in a Soil and Water Assessment Tool hydroclimatological stream temperature model
title_short Incorporation of the equilibrium temperature approach in a Soil and Water Assessment Tool hydroclimatological stream temperature model
title_full Incorporation of the equilibrium temperature approach in a Soil and Water Assessment Tool hydroclimatological stream temperature model
title_fullStr Incorporation of the equilibrium temperature approach in a Soil and Water Assessment Tool hydroclimatological stream temperature model
title_full_unstemmed Incorporation of the equilibrium temperature approach in a Soil and Water Assessment Tool hydroclimatological stream temperature model
title_sort incorporation of the equilibrium temperature approach in a soil and water assessment tool hydroclimatological stream temperature model
publishDate 2019
url https://doi.org/10.5194/hess-22-2343-2018
https://www.hydrol-earth-syst-sci.net/22/2343/2018/
long_lat ENVELOPE(-62.350,-62.350,-74.233,-74.233)
ENVELOPE(161.250,161.250,-77.533,-77.533)
ENVELOPE(-81.383,-81.383,50.683,50.683)
geographic Athabasca River
Canada
Nash
North Fork
Sutcliffe
geographic_facet Athabasca River
Canada
Nash
North Fork
Sutcliffe
genre Athabasca River
genre_facet Athabasca River
op_source eISSN: 1607-7938
op_relation doi:10.5194/hess-22-2343-2018
https://www.hydrol-earth-syst-sci.net/22/2343/2018/
op_doi https://doi.org/10.5194/hess-22-2343-2018
container_title Hydrology and Earth System Sciences
container_volume 22
container_issue 4
container_start_page 2343
op_container_end_page 2357
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