Evidence map›Paper›PMID 41667774›Full record

ArticleScientific reports2026

Designing multisource blue-green cooling networks by coupling landscape pattern metrics and circuit theory.

Yuting Xu, Majing Jiang, Qinglin Li, Benfeng Yu, Khai Ern Lee

Abstract read
In one paragraph

Article in Scientific reports, 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
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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

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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

5 authors.

Yuting XuCollege of Landscape Architecture and Art, Jiangxi Agricultural University, Nanchang, Jiangxi, China.
Majing JiangCollege of Landscape Architecture and Art, Jiangxi Agricultural University, Nanchang, Jiangxi, China.
Qinglin LiCollege of Landscape Architecture and Art, Jiangxi Agricultural University, Nanchang, Jiangxi, China.
Benfeng YuInstitute for Environment and Development (LESTARI), Universiti Kebangsaan Malaysia, Bangi, Selangor, Malaysia. p120394@siswa.ukm.edu.my.
Khai Ern LeeInstitute for Environment and Development (LESTARI), Universiti Kebangsaan Malaysia, Bangi, Selangor, Malaysia. khaiernlee@ukm.edu.my.

Funding

National Natural Science Foundation of China 32260418
6 · The paper itself

Abstract

The surface urban heat island effect is a growing environmental concern amid accelerating urbanisation and climate change, posing significant threats to sustainable development and public health. While urban green spaces are recognised as effective in mitigating the surface urban heat island effect, most studies focused on isolated patches or local interventions, and thus lack a systematic, network-based cooling strategy. This study proposes an integrated framework of “cool-source identification–ventilation corridors–network integration”, combining multi-source remote sensing data (2003–2022), the geographic detector model, morphological spatial pattern analysis, and circuit theory to assess surface urban heat island dynamics and construct an urban green cooling network. Focusing on Nanchang’s central urban area, results indicate that from 2003 to 2022, the proportion of low-temperature zones decreased from 41.69% to 19.67%, while high-temperature zones increased from 8.69% to 19.89%; correspondingly, the surface heat island imbalance index rose from − 0.491 to 0.005. The interaction between the normalised difference vegetation index and land use explained over 60% of the surface temperature variation. A green ecological network comprising 56 primary and 60 secondary ventilation corridors was established, significantly enhancing connectivity and heat dissipation potential. Building on previous studies, this network demonstrates the capacity to reduce daytime temperatures by 1–3 °C in densely built-up areas. The findings highlight that optimising the spatial configuration and connectivity of green spaces can maximise cooling benefits under land constraints. This blue–green ventilation integrated approach provides transferable insights for humid, flat and rapidly urbanising regions.

Indexed as

Blue-Green infrastructureEcological networkSurface urban heat islandUrban sustainabilityVentilation corridor

Identifiers

PMID41667774
PMCPMC12960708

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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.