Evidence map›Paper›PMID 41398337›Full record

ArticleScientific reports2025

Strengthening tropical cyclones are associated with more frequent hazardous material pipeline failures in the Eastern US.

Elizabeth Carter, Marilyn Smith

Abstract read
In one paragraph

Article in Scientific reports, 2025. 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

2 authors.

Elizabeth CarterCivil and Environmental Engineering, Syracuse University, Syracuse, NY, USA. ekcarter@syr.edu.
Marilyn SmithCivil and Environmental Engineering, Syracuse University, Syracuse, NY, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Over 30,000 hazardous material pipeline (HMP) failures have caused nearly $11 billion in damages since 1970. Tropical cyclones, which cause more infrastructure damage than all other forms of natural disasters combined, are thought to be under-attributed causes of HMP failures, largely due to historic policy around pipeline failure reporting. This study defines tropical cyclone-associated HMP failure frequency based on spatiotemporal concomitance, while detrending for background HMP failure rates, and explores the relationship between the likelihood and frequency of HMP failures and tropical cyclone intensity using a method that accounts for omitted variable bias associated with unparameterized storm and pipeline characteristics. Though only 4.3% of HMP failures have been formally linked to natural forcings, 32.5% of HMP failures in the eastern United States occur within 60 days of a tropical cyclone. HMP failures 60 days after a tropical cyclone intersection are both significantly more likely, and exponentially more frequent, with increasing tropical cyclone intensity. Since 1975, the annual frequency of tropical cyclone-associated pipeline failures has increased by an order of magnitude. During this same period, the annual lifetime maximum intensity of a tropical cyclone intersecting with HMP infrastructure has increased from a Category 3 to a Category 4 storm on the Saffir-Simpson hurricane scale. Implications for pipeline design, and of accurate natural hazards-related cause attribution on HMP failure incident reports, are discussed.

Identifiers

PMID41398337
PMCPMC12764974

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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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.