Regional rainfall frequency analysis based on generalized logistic model

Woo Sung Nam, Hong Joon Shin, Jun Haeng Heo, Kyung Duk Kim

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Abstract

At site analysis is not appropriate if the record length is shorter than the target return period T. If the record length is longer than 2T years, then at-site analysis may be sufficient. However, in such a case, regional analysis is recommended for purpose of comparison. Sample sizes of annual maximum rainfall data in Korea are usually shorter than 50 years. Therefore, it is essential to use regional frequency analysis for estimating rainfall quantiles of more than 100 years return period. In this research, regional rainfall frequency analysis is performed for hourly rainfall data of South Korea. The identification of homogeneous regions is very important and requires subjective judgments in regional frequency analysis. Cluster analysis is used to form homogeneous regions for regional frequency analysis. An appropriate distribution is chosen by goodness-of-fit test. GLO is found to be an appropriate distribution as a result of goodness-of-fit measure. Simulation experiments are performed to check the performance of frequency analysis techniques. The effects of discordant sites on quantiles are considered. Copyright ASCE 2005.

Original languageEnglish
Title of host publicationWorld Water Congress 2005
Subtitle of host publicationImpacts of Global Climate Change - Proceedings of the 2005 World Water and Environmental Resources Congress
Number of pages1
DOIs
Publication statusPublished - 2005 Dec 1
Event2005 World Water and Environmental Resources Congress - Anchorage, AK, United States
Duration: 2005 May 152005 May 19

Publication series

NameWorld Water Congress 2005: Impacts of Global Climate Change - Proceedings of the 2005 World Water and Environmental Resources Congress

Other

Other2005 World Water and Environmental Resources Congress
CountryUnited States
CityAnchorage, AK
Period05/5/1505/5/19

Fingerprint

frequency analysis
logistics
rainfall
return period
cluster analysis
simulation
analysis
experiment
distribution

All Science Journal Classification (ASJC) codes

  • Water Science and Technology

Cite this

Nam, W. S., Shin, H. J., Heo, J. H., & Kim, K. D. (2005). Regional rainfall frequency analysis based on generalized logistic model. In World Water Congress 2005: Impacts of Global Climate Change - Proceedings of the 2005 World Water and Environmental Resources Congress (World Water Congress 2005: Impacts of Global Climate Change - Proceedings of the 2005 World Water and Environmental Resources Congress). https://doi.org/10.1061/40792(173)488
Nam, Woo Sung ; Shin, Hong Joon ; Heo, Jun Haeng ; Kim, Kyung Duk. / Regional rainfall frequency analysis based on generalized logistic model. World Water Congress 2005: Impacts of Global Climate Change - Proceedings of the 2005 World Water and Environmental Resources Congress. 2005. (World Water Congress 2005: Impacts of Global Climate Change - Proceedings of the 2005 World Water and Environmental Resources Congress).
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Nam, WS, Shin, HJ, Heo, JH & Kim, KD 2005, Regional rainfall frequency analysis based on generalized logistic model. in World Water Congress 2005: Impacts of Global Climate Change - Proceedings of the 2005 World Water and Environmental Resources Congress. World Water Congress 2005: Impacts of Global Climate Change - Proceedings of the 2005 World Water and Environmental Resources Congress, 2005 World Water and Environmental Resources Congress, Anchorage, AK, United States, 05/5/15. https://doi.org/10.1061/40792(173)488

Regional rainfall frequency analysis based on generalized logistic model. / Nam, Woo Sung; Shin, Hong Joon; Heo, Jun Haeng; Kim, Kyung Duk.

World Water Congress 2005: Impacts of Global Climate Change - Proceedings of the 2005 World Water and Environmental Resources Congress. 2005. (World Water Congress 2005: Impacts of Global Climate Change - Proceedings of the 2005 World Water and Environmental Resources Congress).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Nam WS, Shin HJ, Heo JH, Kim KD. Regional rainfall frequency analysis based on generalized logistic model. In World Water Congress 2005: Impacts of Global Climate Change - Proceedings of the 2005 World Water and Environmental Resources Congress. 2005. (World Water Congress 2005: Impacts of Global Climate Change - Proceedings of the 2005 World Water and Environmental Resources Congress). https://doi.org/10.1061/40792(173)488