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Comparison of interpolation methods for estimating the spatial distribution of the snowpack

Publication at Faculty of Science |
2013

Abstract

The main aim of this study is to assess selected interpolation methods in terms of their prediction capability of SWE in unknown points. The evaluation of methods is performed by means of cross validation and comparison of simulated hydrographs in the outlet profile of the Bystřice River basin.

The best prediction of spatial distribution of snow water equivalent was provided by global and geostatistical interpolation methods. Moreover the prediction quality can be enhanced by including one or more independent variables in the calculation of the dependent one.

Finding independent variables that affect snow accumulation and melting is therefore important for increasing the accuracy of spatial distribution of snowpack in the basin.