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Development of Intensity-Duration-Frequency Curves of Intense Rainfall With Emphasis on the Behavior of the Upper Tail of the Distribution

Authors :
Wagner Alessandro Pansera
Benedito Martins Gomes
Eloy Lemos de Mello
João Carlos Cury Saad
Source :
Revista Brasileira de Meteorologia (2022)
Publication Year :
2022
Publisher :
Sociedade Brasileira de Meteorologia, 2022.

Abstract

Abstract The design and management of various hydraulic structures (such as stormwater drains, bridges and dams) require the estimation of rainfall with duration of a few minutes up to 24 h or more. Intensity-duration-frequency (IDF) curves links probability of occurrence to a given rainfall intensity. The procedure for obtaining IDF curves basically involves two steps: (i) frequency analysis for different durations and (ii) modeling of IDF curves. In the first step, this study aimed to adequately select the upper tail weight of the following distributions: generalized extreme value (GEV), generalized logistic (GLO) and generalized Pareto (GPA). In the second step, this study aimed to evaluate the performance of three models of IDF curves. The traditional model (M1) was compared with empirical model (M2) and a second-order polynomial model (M3). To perform this study, rainfall data from the city of Caraguatatuba (São Paulo state, Brazil) for the period between 1971 and 2001 were used, for time intervals between 10 and 1440 min. The main conclusions were: (i) GLO and GEV had heavy upper tail while GPA had light upper tail, impacting quantiles with T > 100 years; (ii) M3 presents errors lower than M1 for return periods greater than 100 years.

Details

Language :
English, Portuguese
ISSN :
19824351 and 01027786
Database :
Directory of Open Access Journals
Journal :
Revista Brasileira de Meteorologia
Publication Type :
Academic Journal
Accession number :
edsdoj.36af55b384644203833d629799c1f99a
Document Type :
article
Full Text :
https://doi.org/10.1590/0102-77863710069