Large Sample Basin Experiments for Hydrological Model Parameterization: Results of the Model Parameter Experiment–MOPEX. IAHS Publ. 307, 2006, 149–158.
Flow simulation in an ungauged basin: an
alternative approach to parameterization of a conceptual model using regional
data
MONOMOY GOSWAMI & KIERAN MICHAEL O’CONNOR
Department of Engineering Hydrology, National University of Ireland, Galway, Ireland
kieran.oconnor@nuigalway.ie
Abstract An alternative approach to parameterization of
the conceptual Soil Moisture Accounting and Routing (SMAR) model for continuous
simulation of flow in an ungauged basin, using daily discharge data from
neighbouring gauged catchments, is presented. The methods are suited for situations
where adequate data on soil, geology, land use, etc., which are required for
relating model parameters to catchment-specific hydrometeorological and physiographical
characteristics, are not available. Four methods, namely: regional averaging of
data, regional pooling of data, transposition of data, and averaging the
parameters of the model calibrated for different gauged catchments, are applied
to a group of 12 catchments in France. The concept of a pseudo-ungauged basin
is used whereby each catchment is first considered as ungauged for the purpose
of flow estimation, and only subsequently considered as gauged to evaluate the
performance of the flow estimation procedures. Performance evaluation using the
Nash-Sutcliffe efficiency index shows that pooling of data is the best in this
approach.
Key words
conceptual model; flow simulation; rainfall–runoff; regional analysis;
ungauged basin