Evidence map›Paper›PMID 42660941›Full record

ArticleNature communications2026

Health and economic impacts of improved air quality from transitioning global shipping energy to hydrogen.

Qi Ran, Benjamin Gaubert, Tingting Fang, Steve H L Yim

Abstract read
In one paragraph

Article in Nature communications, 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.

Qi RanCentre for Climate Change and Environmental Health, Nanyang Technological University, Singapore, Singapore.ORCID http://orcid.org/0000-0002-9051-2928
Benjamin GaubertAtmospheric Chemistry Observations & Modeling Laboratory, NSF National Center for Atmospheric Research, Boulder, Colorado, USA.ORCID http://orcid.org/0000-0002-6595-0686
Tingting FangCentre for Climate Change and Environmental Health, Nanyang Technological University, Singapore, Singapore.ORCID http://orcid.org/0009-0001-4820-3611
Steve H L YimCentre for Climate Change and Environmental Health, Nanyang Technological University, Singapore, Singapore. yimsteve@gmail.com.ORCID http://orcid.org/0000-0002-2826-0950

Funding

Ministry of Education - Singapore (MOE) MOE AcRF Tier 3 Award MOET32022-0006
6 · The paper itself

Abstract

Hydrogen energy is critical for decarbonizing the hard-to-electrify shipping sector and improving air quality. However, the associated health and economic co-benefits remain unclear. Here we assess the health and economic impacts of feasible hydrogen transition scenarios in global shipping using an integrated emission-air quality-health modeling framework. Our results show that hydrogen adoption could avert approximately 129,500 (95% confidence interval: 68,300-202,200) premature mortalities annually-75% attributable to ozone (O

Identifiers

PMID42660941
PMCPMC13522531

What Socratic holds

Textmetadata
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 Socratic graph.