Evidence map›Paper›PMID 40843182›Full record

ArticleRoyal Society open science2025

Statistical analysis of residual chlorine distribution in Binh Tan District's water network: insights for urban water management.

Begmyrat Kulmedov, Emre Eroglu, Nguyen Huy Cuong, Tran Van Loi, Nguyen Hoan Phuong Thy

Abstract read
In one paragraph

Article in Royal Society open science, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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.

Begmyrat KulmedovDepartment of Civil Engineering, Epoka University, Tirana, Albania.ORCID https://orcid.org/0000-0003-2991-727X
Emre ErogluDepartment of Civil Engineering, Epoka University, Tirana, Albania.
Nguyen Huy CuongHo Chi Minh City University of Natural and Resources Environment, Ho Chi Minh City, Ho Chi Minh City, Vietnam.
Tran Van LoiHo Chi Minh City University of Natural and Resources Environment, Ho Chi Minh City, Ho Chi Minh City, Vietnam.
Nguyen Hoan Phuong ThyHo Chi Minh City University of Natural and Resources Environment, Ho Chi Minh City, Ho Chi Minh City, Vietnam.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study examined the water distribution system in Binh Tan District, Ho Chi Minh City, Vietnam, focusing on residual chlorine levels across seven sampling points. Chlorine decay patterns and relationships between sampling points were investigated using statistical analyses, including reliability testing, correlation analysis, factor analysis and regression modelling. The study identified three principal components that explained 92.558% of the total variance, with strong correlations between specific sampling points. Five regression models were developed, which demonstrated high predictive power (

Indexed as

hierarchical clusteringprincipal component analysisregression modellingresidual chlorineurban water managementwater distribution

Identifiers

PMID40843182
PMCPMC12365348

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.