Evidence map›Paper›PMID 41696276›Full record

ArticleACS omega2026

Advanced Leak Detection Methods for Belowground Natural Gas Pipeline Leaks: Evaluation under Diverse Environmental and Operational Conditions.

Venkata Rao Gundapuneni, Jui-Hsiang Lo, Daniel J Zimmerle, Kathleen M Smits

Abstract read
In one paragraph

Article in ACS omega, 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

4 authors.

Venkata Rao GundapuneniDepartment of Civil and Environmental Engineering, Southern Methodist University, Dallas, Texas 75205, United States.ORCID https://orcid.org/0000-0003-1302-889X
Jui-Hsiang LoDepartment of Civil and Environmental Engineering, Colorado State University, Fort Collins, Colorado 80524, United States.
Daniel J ZimmerleThe Energy Institute, Colorado State University, Fort Collins, Colorado 80524 United States.ORCID https://orcid.org/0000-0003-2832-048X
Kathleen M SmitsDepartment of Civil and Environmental Engineering, Southern Methodist University, Dallas, Texas 75205, United States.ORCID https://orcid.org/0000-0002-8319-0940

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Advanced leak detection (ALD) methods are increasingly employed to enhance the safety of natural gas (NG) infrastructure and reduce methane (CH

Identifiers

PMID41696276
PMCPMC12902981

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.