Parsimonious rainfall-runoff model construction supported by time series processing and validation of hydrological extremes–Part 2: Intercomparison of models and calibration …


Abstract:

An intercomparison of different approaches for the construction and calibration of lumped conceptual rainfall-runoff models is made based on two case studies with unrelated meteorological and hydrological characteristics located in two regions, Belgium and Kenya. While a model with pre-fixed “one-size-fits-all” model structure is traditionally used in lumped conceptual rainfall-runoff modeling, this paper shows the advantages of model structure inference from data or field evidence in a case-specific and step-wise way using non-commensurable measures derived from observed series. The step-wise model structure identification method does not lead to higher accuracy than the traditional approach when evaluated using common statistical criteria like the Nash–Sutcliffe efficiency. The method is, however, favorable to produce a well-balanced calibration obtaining accurate results for a wide range of runoff …

Año de publicación:

2014

Keywords:

    Fuente:

    googlegoogle

    Tipo de documento:

    Other

    Estado:

    Acceso abierto

    Áreas de conocimiento:

    • Hidráulica
    • Hidrología
    • Optimización matemática

    Áreas temáticas:

    • Ingeniería civil
    • Geología, hidrología, meteorología
    • Economía de la tierra y la energía