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Assessing the model performance of an integrated hydrological and biogeochemical model for discharge and nitrate load predictions

by: T. Pohlert, L. Breuer, J. A. Huisman, and H. G Frede

In: HYDROLOGY AND EARTH SYSTEM SCIENCES, Vol. 11, Nr. 2 (2007) , p. 997-1011.

Abstract

In this study, we evaluate the performance of the SWAT-N model, a modified version of the widely used SWAT version, for discharge and nitrate predictions at the mesoscale Dill catchment Germany for a 5-year period. The underlying question is, whether the model efficiency is sufficient for scenario analysis of land-use changes on both water quantity and quality. The Shuffled Complex Evolution SCE-UA algorithm is used to calibrate the model for daily discharge at the catchments outlet. Model performance is assessed with a split-sampling as well as a proxy-basin test using recorded hydrographs of four additional gauges located within the catchment. The efficiency regarding nitrate load simulation is assessed without further calibration on a daily, log-daily, weekly, and monthly basis as compared to observations derived from an intensive sampling campaign conducted at the catchments outlet. A new approach is employed to test the spatial consistency of the model, where simulated longitudinal profiles of nitrate concentrations were compared with observed longitudinal profiles. It is concluded that the model efficiency of SWAT-N is sufficient for the assessment of scenarios for daily discharge predictions. SWAT-N can be employed without further calibration for nitrate load simulations on both a weekly and monthly basis with an acceptable degree of accuracy. However, the model efficiency for daily nitrate load is insufficient, which can be attributed to both data uncertainty i.e. point-source effluents and actual farming practise as well as structural errors. The simulated longitudinal profiles meet the observations reasonably well, which suggests that the model is spatially consistent.

BibTeX record

@article{ISI:000246812000024,
  abstract = {In this study, we evaluate the performance of the SWAT-N model, a
modified version of the widely used SWAT version, for discharge and
nitrate predictions at the mesoscale Dill catchment (Germany) for a
5-year period. The underlying question is, whether the model efficiency
is sufficient for scenario analysis of land-use changes on both water
quantity and quality. The Shuffled Complex Evolution (SCE-UA) algorithm
is used to calibrate the model for daily discharge at the catchments
outlet. Model performance is assessed with a split-sampling as well as
a proxy-basin test using recorded hydrographs of four additional gauges
located within the catchment. The efficiency regarding nitrate load
simulation is assessed without further calibration on a daily,
log-daily, weekly, and monthly basis as compared to observations
derived from an intensive sampling campaign conducted at the catchments
outlet. A new approach is employed to test the spatial consistency of
the model, where simulated longitudinal profiles of nitrate
concentrations were compared with observed longitudinal profiles. It is
concluded that the model efficiency of SWAT-N is sufficient for the
assessment of scenarios for daily discharge predictions. SWAT-N can be
employed without further calibration for nitrate load simulations on
both a weekly and monthly basis with an acceptable degree of accuracy.
However, the model efficiency for daily nitrate load is insufficient,
which can be attributed to both data uncertainty (i.e. point-source
effluents and actual farming practise) as well as structural errors.
The simulated longitudinal profiles meet the observations reasonably
well, which suggests that the model is spatially consistent.},
  added-at = {2008-07-15T09:29:13.000+0200},
  author = {Pohlert, T. and Breuer, L. and Huisman, J. A. and Frede, H. G},
  biburl = {http://www.bibsonomy.org/bibtex/21e940ccf0432c8067a30713035c4891d/resourcemgmt},
  interhash = {0bc89a051de326bae5f43246acbb5099},
  intrahash = {1e940ccf0432c8067a30713035c4891d},
  issn = {1027-5606},
  journal = {HYDROLOGY AND EARTH SYSTEM SCIENCES},
  keywords = {IFZ imported},
  number = 2,
  pages = {997-1011},
  timestamp = {2008-07-15T09:29:13.000+0200},
  title = {Assessing the model performance of an integrated hydrological and biogeochemical model for discharge and nitrate load predictions},
  volume = 11,
  year = 2007
}

Endnote record

%0 Journal Article
%1 ISI:000246812000024
%A Pohlert, T.
%A Breuer, L.
%A Huisman, J. A.
%A Frede, H. G
%D 2007
%J HYDROLOGY AND EARTH SYSTEM SCIENCES
%K 
%N 2
%P 997-1011
%T Assessing the model performance of an integrated hydrological and biogeochemical model for discharge and nitrate load predictions
%V 11
%X In this study, we evaluate the performance of the SWAT-N model, a
modified version of the widely used SWAT version, for discharge and
nitrate predictions at the mesoscale Dill catchment (Germany) for a
5-year period. The underlying question is, whether the model efficiency
is sufficient for scenario analysis of land-use changes on both water
quantity and quality. The Shuffled Complex Evolution (SCE-UA) algorithm
is used to calibrate the model for daily discharge at the catchments
outlet. Model performance is assessed with a split-sampling as well as
a proxy-basin test using recorded hydrographs of four additional gauges
located within the catchment. The efficiency regarding nitrate load
simulation is assessed without further calibration on a daily,
log-daily, weekly, and monthly basis as compared to observations
derived from an intensive sampling campaign conducted at the catchments
outlet. A new approach is employed to test the spatial consistency of
the model, where simulated longitudinal profiles of nitrate
concentrations were compared with observed longitudinal profiles. It is
concluded that the model efficiency of SWAT-N is sufficient for the
assessment of scenarios for daily discharge predictions. SWAT-N can be
employed without further calibration for nitrate load simulations on
both a weekly and monthly basis with an acceptable degree of accuracy.
However, the model efficiency for daily nitrate load is insufficient,
which can be attributed to both data uncertainty (i.e. point-source
effluents and actual farming practise) as well as structural errors.
The simulated longitudinal profiles meet the observations reasonably
well, which suggests that the model is spatially consistent.