Evidence map›Paper›PMID 41927636›Full record

ArticleScientific reports2026

Rapid response and impact assessment of water quality incidents in urban water distribution systems using forensic techniques.

YooJin Oh, HaeKeum Park, Taehyeon Kim, Jayong Koo, Do Guen Yoo

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

YooJin Oh, 163, Seoulsiripdae-ro, Dongdaemun-gu, Seoul, Republic of Korea.ORCID http://orcid.org/0000-0001-8130-7925
HaeKeum Park, 163, Seoulsiripdae-ro, Dongdaemun-gu, Seoul, Republic of Korea.ORCID http://orcid.org/0000-0003-4018-0862
Taehyeon Kim, 283, Goyangdae-ro, Ilsanseo-gu, Goyang-si, Gyeonggi-do, Republic of Korea.ORCID http://orcid.org/0000-0003-1169-3968
Jayong Koo, 163, Seoulsiripdae-ro, Dongdaemun-gu, Seoul, Republic of Korea.ORCID http://orcid.org/0000-0001-8313-3033
Do Guen Yoo, 17, Wauan-gil, Bongdam-eup, Hyohaeng-gu, Hwaseong-si, Gyeonggi-do, Republic of Korea. dgyoo411@suwon.ac.kr.ORCID http://orcid.org/0000-0001-5946-0931

Funding

Korea Environmental Industry & Technology Institute RS-2022-KE002032Korea The National Research Foundation No. 2022R1F1A1068403
6 · The paper itself

Abstract

Water quality incidents in drinking water distribution networks require rapid operational decision-making to limit contaminant propagation and service disruption. This study proposes a hydraulically informed operational shutdown framework that integrates incident occurrence time and utility response time to support real-time decision-making during water quality emergencies. Network-based forensic analysis is applied to estimate contaminant travel times under variable demand conditions and to identify valve isolation actions that are feasible under realistic field constraints. To translate analytical results into actionable operations, the concept of Possible Operated Segments (POS) is introduced, defining the smallest isolation units that can be practically actuated during emergency response. In addition, a Cause–Impact–Duration (CID) analysis is employed to quantify location-specific impacts and the time-dependent escalation of service disruption. By jointly considering hydraulic propagation dynamics and operational feasibility, the proposed framework enables utilities to evaluate when and where intervention is most effective. Application to representative turbidity scenarios demonstrates that the framework provides clear guidance for prioritizing valve operations, containing incident impacts, and improving response timeliness, highlighting its potential as a practical decision-support tool for enhancing emergency response capability and operational resilience in drinking water distribution systems.

Indexed as

Cause–Impact–Duration(CID) plotEmergency response strategyForensic engineeringNetwork analysisPossible operated segmentsSegmentationWater distribution networksWater quality

Identifiers

PMID41927636
PMCPMC13194662

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.