A. Pietroniro et al., APPLICATION OF A GROUPED RESPONSE UNIT HYDROLOGICAL MODEL TO A NORTHERN WETLAND REGION, Hydrological processes, 10(10), 1996, pp. 1245-1261
Applications of hydrological models to northern wetland-dominated regi
ons have been limited in the past to a few case studies on small basin
s employing 'lumped' models. Only recently have there been attempts to
apply the grouped response unit (GRU) distributed modelling approach
using terrain classifications to these same basins. This study summari
zes recent efforts in applying such a model. For the purposes of imple
menting the GRU approach, terrain types that are hydrologically signif
icant and characteristic to the wetland-dominated regime were successf
ully discriminated using a principal component analysis and a hybrid u
nsupervised/supervised classification technique on Landsat-Thematic Ma
pper imagery. The terrain classifications were then used as input into
a distributed hydrological model for calibration and validation using
recorded spring runoff events. Preliminary model applications, and re
sults are described. Calibration to a historic spring runoff event yie
lded an r(2) value of 0.86. Model validation, however, yielded much po
orer results. The problems of model applicability to this region and l
imitations of sparse data networks are highlighted. The need for more
held research in this type of hydrological regime, and associated impr
ovements to the model parameter set are also identified.