Pattern-based assessment of the influence of rainfall characteristics on urban stormwater quality

被引:9
作者
Chowdhury, Anupam [1 ]
Egodawatta, Prasanna [2 ]
McGree, James [2 ]
机构
[1] Rajshahi Univ Engn & Technol, Dept Civil Engn, Rajshahi 6204, Bangladesh
[2] Queensland Univ Technol QUT, Sci & Engn Fac, GPO Box 2434, Brisbane, Qld 4001, Australia
关键词
first flush; rainfall characteristics; rainfall pattern; stormwater quality; urban water pollution; HEAVY-METALS BUILDUP; POLLUTANT WASH-OFF; IMPACT; EVENTS;
D O I
10.2166/wst.2023.125
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Urbanisation increases pollutant generation within catchments and their transport to receiving waters. Changes to rainfall patterns, particu-larly in the age of climate change, make pollution mitigation a challenging task. Understanding how rainfall characteristics could influence the changes to stormwater pollutant runoff is important for designing effective mitigation strategies. This study employed a pattern-based assessment of relationships between rainfall characteristics and stormwater quality in urban catchments to develop this understanding. The research outcomes showed that rainfall events could be distinctly clustered based on intensity and duration, and each cluster of events would produce different stormwater quality responses. The high-intensity bursts occurring in the latter part of long-duration events were found to produce uniform and low concentrations of suspended solids. Contrary, high intensity bursts occurring in the initial part of short-duration events triggered the first-flush effect, thus producing high concentrations of suspended solids. Furthermore, the first-flush effect was likely to present when the high intensity bursts occurred in the mid portion of rainfall events and produced variable concentrations of suspended solids. It was also found that the average rainfall intensity plays a key role in mobilising and transporting pollu-tants accumulated on urban surfaces.
引用
收藏
页码:2292 / 2303
页数:12
相关论文
共 35 条
[11]   Influence of Rainfall Characteristics on Total Suspended Solids in Urban Runoff: A Case Study in Beijing, China [J].
Gong, Yongwei ;
Liang, Xiaoying ;
Li, Xiaoning ;
Li, Junqi ;
Fang, Xing ;
Song, Ruining .
WATER, 2016, 8 (07)
[12]   The impact of climate change on the water quality of Baiyangdian Lake (China) in the past 30 years (1991-2020) [J].
Han, Yuli ;
Bu, Hongmei .
SCIENCE OF THE TOTAL ENVIRONMENT, 2023, 870
[13]   Understanding heavy metal and suspended solids relationships in urban stormwater using simulated rainfall [J].
Herngren, L ;
Goonetilleke, A ;
Ayoko, GA .
JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2005, 76 (02) :149-158
[14]   Data clustering: 50 years beyond K-means [J].
Jain, Anil K. .
PATTERN RECOGNITION LETTERS, 2010, 31 (08) :651-666
[15]   Predicting the existence of stormwater first flush from the time of concentration [J].
Kang, Joo-Hyon ;
Kayhanian, Masoud ;
Stenstrom, Michael K. .
WATER RESEARCH, 2008, 42 (1-2) :220-228
[16]  
King R., 2021, A14ESP1068 OF SCI TE
[17]   Selecting rainfall events for effective Water Sensitive Urban Design: A case study in Gold Coast City, Australia [J].
Liu, An ;
Guan, Yuntao ;
Egodawatta, Prasanna ;
Goonetilleke, Ashantha .
ECOLOGICAL ENGINEERING, 2016, 92 :67-72
[18]   Taxonomy for rainfall events based on pollutant wash-off potential in urban areas [J].
Liu, An ;
Goonetilleke, Ashantha ;
Egodawatta, Prasanna .
ECOLOGICAL ENGINEERING, 2012, 47 :110-114
[19]  
Liu Y., 2016, RAINFALL FEATURE EXT
[20]   Impacts of Traffic and Rainfall Characteristics on Heavy Metals Build-up and Wash-off from Urban Roads [J].
Mahbub, Parvez ;
Ayoko, Godwin A. ;
Goonetilleke, Ashantha ;
Egodawatta, Prasanna ;
Kokot, Serge .
ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2010, 44 (23) :8904-8910