Evidence map›Paper›PMID 42305624›Full record

ArticleiScience2026

Critical thresholds and mediating mechanisms of ecological security in Shenyang based on health-risk-service triadic framework.

Xiaofei Xu, Chunliang Xiu, Yanpeng Gao

Abstract read
In one paragraph

Article in iScience, 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

3 authors.

Xiaofei XuNortheastern University, School of Humanities and Law, 195 Chuangxin Road, Hunnan District, Shenyang, Liaoning, China.
Chunliang XiuNortheastern University, College of Architecture, 195 Chuangxin Road, Hunnan District, Shenyang, Liaoning, China.
Yanpeng GaoNortheastern University, College of Architecture, 195 Chuangxin Road, Hunnan District, Shenyang, Liaoning, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Ecological security (ES) is a core pillar of China's national security and underlies socioeconomic sustainability and human well-being. This study constructed a health-risk-service triadic framework, integrating machine learning with InVEST and Maxent models to explore critical thresholds and mediating mechanisms. Results showed that ecological resilience (ER) and landscape pattern (LP) were dominant driving factors with critical thresholds of 0.6 and 0.2, and their interaction presented a three-tiered continuum to reshape ecosystem service performance. Ecosystem health influenced ecosystem services primarily through direct effects, whereas ecological risk mediated these linkages through both partial mediating and masking effects. In particular, LP and natural disease (ND) exhibited relatively strong mediating roles. Practically, the suburban areas adopted two-phase management under the strategy of background safety maintenance and key window locking. The framework provides a quantifiable tool for sustainable land-use planning and ES management.

Indexed as

EcologyEnvironmental scienceHealth sciencesRisk assessment

Identifiers

PMID42305624
PMCPMC13267618

What OpenQuestion holds

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LicenceCC BY
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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.