Detection and attribution of flood responses to precipitation change and urbanization : A case study in Qinhuai River Basin, Southeast China
(2020) In Hydrology Research 51(2). p.351-365- Abstract
Both flood magnitude and frequency might change under the changing environment. In this study, a procedure combining statistical methods, flood frequency analysis and attribution analysis was proposed to investigate the response of floods to urbanization and precipitation change in the Qinhuai River Basin, an urbanized basin located in Southeast China, over the period from 1986 to 2013. The Mann–Kendall test was employed to detect the gradual trend of the annual maximum streamflow and the peaks over threshold series. The frequency analysis was applied to estimate the changes in the magnitude and frequency of floods between the baseline period (1986–2001) and urbanization period (2002–2013). An attribution analysis was proposed to... (More)
Both flood magnitude and frequency might change under the changing environment. In this study, a procedure combining statistical methods, flood frequency analysis and attribution analysis was proposed to investigate the response of floods to urbanization and precipitation change in the Qinhuai River Basin, an urbanized basin located in Southeast China, over the period from 1986 to 2013. The Mann–Kendall test was employed to detect the gradual trend of the annual maximum streamflow and the peaks over threshold series. The frequency analysis was applied to estimate the changes in the magnitude and frequency of floods between the baseline period (1986–2001) and urbanization period (2002–2013). An attribution analysis was proposed to separate the effects of precipitation change and urbanization on flood sizes between the two periods. Results showed that: (1) there are significant increasing trends in medium and small flood series according to the Mann–Kendall test; (2) the mean and threshold values of flood series in the urbanization period were larger than those in the baseline period, while the standard deviation, coefficient of variation and coefficient of skewness of flood series were both higher during the baseline period than those during the urbanization period; (3) the flood magnitude was higher during the urbanization period than that during the baseline period at the same return period. The relative changes in magnitude were larger for small floods than for big floods from the baseline period to the urbanization period; (4) the contributions of urbanization on floods appeared to amplify with the decreasing return period, while the effects of precipitation diminish. The procedure presented in this study could be useful to detect the changes of floods in the changing environment and conduct the attribution analysis of flood series. The findings of this study are beneficial to further understanding interactions between flood behavior and the drivers, thereby improving flood management in urbanized basins.
(Less)
- author
- Bian, Guodong ; Du, Jinkang ; Song, Mingming ; Zhang, Xueliang ; Zhang, Xingqi ; Li, Runjie ; Wu, Sengyao ; Duan, Zheng LU and Xu, Chong Yu
- organization
- publishing date
- 2020
- type
- Contribution to journal
- publication status
- published
- subject
- keywords
- Attribution analysis, Flood, Frequency analysis, Mann–Kendall test, Qinhuai River Basin, Urbanization
- in
- Hydrology Research
- volume
- 51
- issue
- 2
- pages
- 15 pages
- publisher
- IWA Publishing
- external identifiers
-
- scopus:85087272324
- ISSN
- 1998-9563
- DOI
- 10.2166/nh.2020.063
- language
- English
- LU publication?
- yes
- id
- 250100ae-c45c-45a1-81a8-242493dbe928
- date added to LUP
- 2020-07-16 13:48:22
- date last changed
- 2022-04-18 23:31:08
@article{250100ae-c45c-45a1-81a8-242493dbe928,
abstract = {{<p>Both flood magnitude and frequency might change under the changing environment. In this study, a procedure combining statistical methods, flood frequency analysis and attribution analysis was proposed to investigate the response of floods to urbanization and precipitation change in the Qinhuai River Basin, an urbanized basin located in Southeast China, over the period from 1986 to 2013. The Mann–Kendall test was employed to detect the gradual trend of the annual maximum streamflow and the peaks over threshold series. The frequency analysis was applied to estimate the changes in the magnitude and frequency of floods between the baseline period (1986–2001) and urbanization period (2002–2013). An attribution analysis was proposed to separate the effects of precipitation change and urbanization on flood sizes between the two periods. Results showed that: (1) there are significant increasing trends in medium and small flood series according to the Mann–Kendall test; (2) the mean and threshold values of flood series in the urbanization period were larger than those in the baseline period, while the standard deviation, coefficient of variation and coefficient of skewness of flood series were both higher during the baseline period than those during the urbanization period; (3) the flood magnitude was higher during the urbanization period than that during the baseline period at the same return period. The relative changes in magnitude were larger for small floods than for big floods from the baseline period to the urbanization period; (4) the contributions of urbanization on floods appeared to amplify with the decreasing return period, while the effects of precipitation diminish. The procedure presented in this study could be useful to detect the changes of floods in the changing environment and conduct the attribution analysis of flood series. The findings of this study are beneficial to further understanding interactions between flood behavior and the drivers, thereby improving flood management in urbanized basins.</p>}},
author = {{Bian, Guodong and Du, Jinkang and Song, Mingming and Zhang, Xueliang and Zhang, Xingqi and Li, Runjie and Wu, Sengyao and Duan, Zheng and Xu, Chong Yu}},
issn = {{1998-9563}},
keywords = {{Attribution analysis; Flood; Frequency analysis; Mann–Kendall test; Qinhuai River Basin; Urbanization}},
language = {{eng}},
number = {{2}},
pages = {{351--365}},
publisher = {{IWA Publishing}},
series = {{Hydrology Research}},
title = {{Detection and attribution of flood responses to precipitation change and urbanization : A case study in Qinhuai River Basin, Southeast China}},
url = {{http://dx.doi.org/10.2166/nh.2020.063}},
doi = {{10.2166/nh.2020.063}},
volume = {{51}},
year = {{2020}},
}