In this paper we spatially interpolate hourly runoff data by a Top-kriging (Skøien 2006) approach and compare the results with ordinary kriging and a deterministic rainfall-runoff model. Cross-validation indicates that the Top-kriging approach performs better than both ordinary kriging and the deterministic model for a large number of catchments in Austria. We suggest that the Top-kriging approach can be used for filling in temporal gaps in observed runoff time series and for real time spatial mapping of the flow situation.
CITATION STYLE
Skøien, J. O., & Blöschl, G. (2008). Topological Kriging of Runoff. In geoENV VI – Geostatistics for Environmental Applications (pp. 221–231). Springer Netherlands. https://doi.org/10.1007/978-1-4020-6448-7_19
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