1 AIT Asian Institute of Technology

Operational assessment of shot noise models

AuthorCastro, Peter Paul M.
Call NumberAIT Thesis no. 1057
Subject(s)Hydrologic models
NoteA thesis submitted in partial fulfillment of the requirement for the degree of Master of Engineering of the Asian Institute of Technology, Bangkok, Thailand.
PublisherAsian Institute of Technology
AbstractThe theory of shot noise processes was applied to streamflow modelling in an attempt to reproduce the asymmetrical character of natural streamflow hydrographs. The performance of this relatively new type of model is evaluated by this study. Three variants of the shot noise model were fitted to 23 years of daily streamflow records of one of the gauging stations in Northern Thailand. It was found that the present shot noise models indeed reproduce the steep rises and gradual recessions in hydro graphs. They preserve the mean, variance, and first order autocorrelation coefficient, but were not able to reproduce the distribution of annual floods. The skewness was nearly preserved by one of the models.
Year1978
TypeThesis
SchoolStudent Research Before 1979
DepartmentOther Field of Studies (No Department)
Academic Program/FoSThesis (Year <=1979)
Chairperson(s)Selvalingam, Selvadore
Examination Committee(s)Overbeek, Henk Jen ;Suphat Vongvisessomjai
Scholarship Donor(s)New Zealand Government
DegreeThesis (M.Eng.) - Asian Institute of Technology, 1978


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