Evaluating the SWAT model to predict streamflow, nitrate loadings and crop yields in a small agricultural catchment
<p>This study aimed to evaluate the applicability of the Soil and Water Assessment Tool (SWAT) to predict streamflow, nitrate loadings and crop yields for a small agricultural catchment in northeastern Germany. To this end, a 167 ha catchment was delineated consisting of 10 hydrolog...
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2019-04-01
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Series: | Advances in Geosciences |
Online Access: | https://www.adv-geosci.net/48/1/2019/adgeo-48-1-2019.pdf |
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doaj-d5b5746157ca4a7b9660dd74431cad612020-11-25T01:07:39ZengCopernicus PublicationsAdvances in Geosciences1680-73401680-73592019-04-01481910.5194/adgeo-48-1-2019Evaluating the SWAT model to predict streamflow, nitrate loadings and crop yields in a small agricultural catchmentA. BauweP. KahleB. Lennartz<p>This study aimed to evaluate the applicability of the Soil and Water Assessment Tool (SWAT) to predict streamflow, nitrate loadings and crop yields for a small agricultural catchment in northeastern Germany. To this end, a 167 ha catchment was delineated consisting of 10 hydrological response units. Daily data for streamflow and nitrate loadings from 2004 to 2015 were used to calibrate and validate the model, while annual values for crop yields (winter wheat, winter barley, rapeseed, maize silage) were available. In addition, the detailed field maps provided by the local farmer were used to implement exact crop rotations and nitrogen fertilization into the model. Nash-Sutcliffe-Efficiencies for streamflow were 0.54 during the calibration and 0.57 for the validation period. The modeling performance for nitrate loadings were lower with 0.31 for the calibration and 0.42 for the validation period. The average crop yields were reproduced well, while SWAT failed to reproduce the inter-annual crop yield variations. A scenario analysis revealed that a slight decrease of nitrogen fertilization leads to significant reductions in nitrate loadings, while crop yields remained on a high level. The outcome of the study may help practitioners to operate according to an economic and environmental optimal N management. Nevertheless, experimental studies with varying fertilization intensities at catchment scale are needed to underpin the modeling results.</p>https://www.adv-geosci.net/48/1/2019/adgeo-48-1-2019.pdf |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
A. Bauwe P. Kahle B. Lennartz |
spellingShingle |
A. Bauwe P. Kahle B. Lennartz Evaluating the SWAT model to predict streamflow, nitrate loadings and crop yields in a small agricultural catchment Advances in Geosciences |
author_facet |
A. Bauwe P. Kahle B. Lennartz |
author_sort |
A. Bauwe |
title |
Evaluating the SWAT model to predict streamflow, nitrate loadings and crop yields in a small agricultural catchment |
title_short |
Evaluating the SWAT model to predict streamflow, nitrate loadings and crop yields in a small agricultural catchment |
title_full |
Evaluating the SWAT model to predict streamflow, nitrate loadings and crop yields in a small agricultural catchment |
title_fullStr |
Evaluating the SWAT model to predict streamflow, nitrate loadings and crop yields in a small agricultural catchment |
title_full_unstemmed |
Evaluating the SWAT model to predict streamflow, nitrate loadings and crop yields in a small agricultural catchment |
title_sort |
evaluating the swat model to predict streamflow, nitrate loadings and crop yields in a small agricultural catchment |
publisher |
Copernicus Publications |
series |
Advances in Geosciences |
issn |
1680-7340 1680-7359 |
publishDate |
2019-04-01 |
description |
<p>This study aimed to evaluate the applicability of the Soil and Water
Assessment Tool (SWAT) to predict streamflow, nitrate loadings and crop
yields for a small agricultural catchment in northeastern Germany. To this
end, a 167 ha catchment was delineated consisting of 10 hydrological
response units. Daily data for streamflow and nitrate loadings from 2004 to
2015 were used to calibrate and validate the model, while annual values for
crop yields (winter wheat, winter barley, rapeseed, maize silage) were
available. In addition, the detailed field maps provided by the local farmer
were used to implement exact crop rotations and nitrogen fertilization into
the model. Nash-Sutcliffe-Efficiencies for streamflow were 0.54 during the
calibration and 0.57 for the validation period. The modeling performance for
nitrate loadings were lower with 0.31 for the calibration and 0.42 for the
validation period. The average crop yields were reproduced well, while SWAT
failed to reproduce the inter-annual crop yield variations. A scenario
analysis revealed that a slight decrease of nitrogen fertilization leads to
significant reductions in nitrate loadings, while crop yields remained on a
high level. The outcome of the study may help practitioners to operate
according to an economic and environmental optimal N management.
Nevertheless, experimental studies with varying fertilization intensities at
catchment scale are needed to underpin the modeling results.</p> |
url |
https://www.adv-geosci.net/48/1/2019/adgeo-48-1-2019.pdf |
work_keys_str_mv |
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