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Reliable quantification of available water resources is an important prerequisite for sustainable management and development. However, the data required for adequate resource estimation are usually not available due to inadequate and shrinking measurement networks. Hydrologic models are the standard tool used to generate continuous estimates of stream flow and regionalisation has been the traditional approach to model application in poorly gauged basins. The classical approach to regionalization is to calibrate against naturalized observed data, identify hydrologically similar basins, and...

Effective and sustainable management of water resources demand reliable quantifications of water amount, distribution and quality. However, the available data are frequently insufficient for the practical application. Hydrologic models provide the necessary information on water availability and quality. It is impossible to accurately represent all hydrological processes in a model and the information available to establish a model for any specified basin is typically less than perfect. This inevitably results in predictions that are imperfect and that could span a range of equally plausible...