Incorporation of the equilibrium temperature approach in a Soil and Water Assessment Tool hydroclimatological stream temperature model
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Published:2018-04-19
Issue:4
Volume:22
Page:2343-2357
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ISSN:1607-7938
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Container-title:Hydrology and Earth System Sciences
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language:en
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Short-container-title:Hydrol. Earth Syst. Sci.
Author:
Du Xinzhong, Shrestha Narayan Kumar, Ficklin Darren L., Wang JunyeORCID
Abstract
Abstract. 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.
Publisher
Copernicus GmbH
Subject
General Earth and Planetary Sciences,General Engineering,General Environmental Science
Reference35 articles.
1. Arnold, J., Kiniry, J., Srinivasan, R., Williams, J., Haney, E., and Neitsch, S.: SWAT 2012 Input/Output Documentation,
Texas Water Resources Institute, College Station, Texas, 2013. 2. Arnold, J. G., Srinivasan, R., Muttiah, R. S., and Williams, J. R.: Large area hydrologic modeling and assessment part I:
model development, JAWRA J. Am. Water Resour. As., 34, 73–89, 1998. 3. Battin, J., Wiley, M. W., Ruckelshaus, M. H., Palmer, R. N., Korb, E., Bartz, K. K., and Imaki, H.: Projected impacts of
climate change on salmon habitat restoration, P. Natl. Acad. Sci. USA, 104,
6720–6725, 2007. 4. Bogan, T., Mohseni, O., and Stefan, H. G.: Stream temperature-equilibrium temperature relationship, Water Resour. Res., 39,
1245, https://doi.org/10.1029/2003WR002034, 2003. 5. Brennan, L.: Stream Temperature Modeling: A Modeling Comparison for Resource Managers and Climate Change
Analysis, Amherst, Massachusetts, University of Massachusetts Amherst, 2015.
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