Evidence map›Paper›PMID 42495691›Full record

ArticlePNAS nexus2026

Tipping points in urban growth: How urbanization reshapes flood resilience and social vulnerability in China.

Xiguang Liu, Yue Wu, Rui Ren, Hussam N Mahmoud

Abstract read
In one paragraph

Article in PNAS nexus, 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.

Xiguang LiuInstitute for Resilient and Engineered Urban Planning, Institute for Interdisciplinary Innovation Research, Xi'an University of Architecture and Technology, Xi'an, Shaanxi 710055, China.
Yue WuInstitute for Resilient and Engineered Urban Planning, Institute for Interdisciplinary Innovation Research, Xi'an University of Architecture and Technology, Xi'an, Shaanxi 710055, China.ORCID https://orcid.org/0009-0002-8498-8361
Rui RenInstitute for Resilient and Engineered Urban Planning, Institute for Interdisciplinary Innovation Research, Xi'an University of Architecture and Technology, Xi'an, Shaanxi 710055, China.
Hussam N MahmoudVanderbilt Center for Sustainability, Energy and Climate, Department of Civil and Environmental Engineering, Vanderbilt University, Nashville, TN 37235, USA.ORCID https://orcid.org/0000-0002-3106-6067

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Urbanization is often portrayed as either a pathway to progress or a process that could amplify disaster risk. Yet, its true influence lies in how it reshapes resilience to hazards and the vulnerability of people most at risk. Using provincial data from China (2006-2020), we integrate urbanization, flood resilience, and social vulnerability into a unified framework to examine their coupled evolution. We find that rapid urbanization is a double-edged process: while it initially increases exposure, grouped cross-provincial analysis reveals a transition suggestive of a tipping point at the aggregate level, with social vulnerability declining sharply and resilience accelerating once the urbanization level enters a higher development stage (urbanization level > 0.75). Regional trajectories diverge, with provinces like Gansu trapped in vulnerability, Guangdong achieving resilience leaps, and Shanghai consolidating a high-level balance. Nationally, the coordination among the three systems rose by 83%, yet disparities persisted, particularly in western and northeastern regions. These findings show that the design of urban growth-not its pace alone-determines whether cities amplify or mitigate climate-driven flood risks, with lessons extending far beyond China.

Indexed as

coupling coordinationflood resiliencesocial vulnerabilityurbanization

Identifiers

PMID42495691
PMCPMC13394701

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.