Evidence map›Paper›PMID 41430057›Full record

ArticleNature communications2025

Mitigating urban‒rural disparities in humid-heat risks in China.

Chuwei Liu, Siyu Chen, Jianping Huang, Xuhui Lee, Chao Zhang, Keer Zhang, Lulu Lian, Yunchao Jiang, Xingxing Tu, Nan Yin and 2 more

Abstract read
In one paragraph

Article in Nature communications, 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

12 authors.

Chuwei LiuCollaborative Innovation Center for Western Ecological Safety, College of Atmospheric Sciences, Lanzhou University, Lanzhou, China.
Siyu ChenCollaborative Innovation Center for Western Ecological Safety, College of Atmospheric Sciences, Lanzhou University, Lanzhou, China. chensiyu@lzu.edu.cn.ORCID http://orcid.org/0000-0003-2532-6050
Jianping HuangCollaborative Innovation Center for Western Ecological Safety, College of Atmospheric Sciences, Lanzhou University, Lanzhou, China.ORCID http://orcid.org/0000-0003-2845-797X
Xuhui LeeSchool of the Environment, Yale University, New Haven, CT, USA.ORCID http://orcid.org/0000-0003-1350-4446
Chao ZhangCollaborative Innovation Center for Western Ecological Safety, College of Atmospheric Sciences, Lanzhou University, Lanzhou, China.
Keer ZhangSchool of the Environment, Yale University, New Haven, CT, USA.ORCID http://orcid.org/0000-0001-9966-7566
Lulu LianCollaborative Innovation Center for Western Ecological Safety, College of Atmospheric Sciences, Lanzhou University, Lanzhou, China.
Yunchao JiangCollege of Earth and Environmental Sciences, Lanzhou University, Lanzhou, China.
Xingxing TuCollege of Earth and Environmental Sciences, Lanzhou University, Lanzhou, China.
Nan YinCollege of Earth and Environmental Sciences, Lanzhou University, Lanzhou, China.
Runbin ZhangCollege of Earth and Environmental Sciences, Lanzhou University, Lanzhou, China.
Danfeng WangCollaborative Innovation Center for Western Ecological Safety, College of Atmospheric Sciences, Lanzhou University, Lanzhou, China.

Funding

National Natural Science Foundation of China (National Science Foundation of China) No. 42175106National Natural Science Foundation of China (National Science Foundation of China) No. 423B2506
6 · The paper itself

Abstract

Global warming is intensifying compound humid-heat threats, yet long-term risk assessments accounting for urban‒rural disparities remain scarce. In this study, we develop a comprehensive risk assessment framework by integrating the Intergovernmental Panel on Climate Change risk approach with indicators from the United Nations Sustainable Development Goals related to humid-heat mitigation and adaptation. Applying this framework to China from 2001 to 2020, we find that sustainable development progress substantially reduces vulnerability, particularly in urban areas, leading to a decline in humid-heat risk. In contrast, rural areas show a slower vulnerability reduction compared to urban areas and show no statistically significant change in humid-heat risk, despite a narrowing urban-rural risk gap. Regional disparities in sustainable development are key drivers of risk heterogeneity in both urban and rural settings. Our findings underscore the urgency of coordinated urban-rural development to simultaneously advance sustainable development and climate adaptation.

Identifiers

PMID41430057
PMCPMC12827351

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.