Flood Risk Assessment and Management

Indexed in: Scopus, EBSCO

Floods are devastating natural disasters with a significant impact on human life and the surrounding environent. Flood Risk Assessment and Management should serve as an Ideal textbook on analytical ...
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Frequency Curve Fitting

Pp. 34-43 (10)

Dawei Han

Abstract

Floods are complex and flood records tend to have errors. The two important points in flood frequency analysis are ‘1) All flood frequency curves are wrong, but some are useful; 2) ‘All data are wrong, but some are useful.’ The uncertainties with the frequency curve fitting can be reduced by various techniques to avoid overfitting and under-fitting.

Keywords:

cross validation, over-fitting, under-fitting, expected probability

Affiliation:

Department of Civil Engineering University of Bristol, U.K.