2021
DOI: 10.1016/j.jclepro.2021.126011
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Diagnosis of pipe illicit connections and damaged points in urban stormwater system using an inversed optimization model

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Cited by 19 publications
(10 citation statements)
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“…Recently, studies related to improving the accuracy, efficiency, and robustness of hydrological models have been highlighted (Pang et al, 2020;Yin et al, 2020;. Moreover, these stormwater management models are increasingly coupled with other platforms or models to achieve more comprehensive functions or to run simulations at larger spatial scales (Duan and Gao, 2019;Xu et al, 2021). Hydrological models were also integrated with remote sensing techniques, and neural networks have become more popular Wu Z et al, 2021).…”
Section: Case Studies In Chinamentioning
confidence: 99%
“…Recently, studies related to improving the accuracy, efficiency, and robustness of hydrological models have been highlighted (Pang et al, 2020;Yin et al, 2020;. Moreover, these stormwater management models are increasingly coupled with other platforms or models to achieve more comprehensive functions or to run simulations at larger spatial scales (Duan and Gao, 2019;Xu et al, 2021). Hydrological models were also integrated with remote sensing techniques, and neural networks have become more popular Wu Z et al, 2021).…”
Section: Case Studies In Chinamentioning
confidence: 99%
“…Recently, studies related to improving the accuracy, efficiency, and robustness of hydrological models have been highlighted (Pang et al, 2020;Yin et al, 2020;Tang et al, 2021). Moreover, these stormwater management models are increasingly coupled with other platforms or models to achieve more comprehensive functions or to run simulations at larger spatial scales (Duan and Gao, 2019;Liang et al, 2020;Xu et al, 2021). Hydrological models were also integrated with remote sensing techniques, and neural networks have become more popular Wu Z et al, 2021).…”
Section: Social Benefitsmentioning
confidence: 99%
“…In addition, the construction cycle of drainage systems in developing countries is not synchronized, which causes the illegal connection of sewage pipes to stormwater pipes for separate sewer systems in developing counties. [4][5][6][7] This may pose another potential risk of untreated wastewater entering the natural waters and potentially contaminating drinking water sources through separate stormwater drainage systems. 5 In addition to the large amount of organic pollutants introduced and potential ECs, the charge of dissolved organic matter (DOM) in the urban stormwater drainage system resulted in increased precursors of highly toxic haloacetaldehydes (HALs) and haloacetonitriles (HANs), which may have adverse effects on downstream water quality.…”
Section: Introductionmentioning
confidence: 99%