Evidence map›Paper›PMID 41520023›Full record

ArticleScientific reports2026

Nighttime light dynamics reveal peri-urban brightening and population decoupling in the Chengdu Chongqing megaregion.

Wenli Liang, Rui Liu, Pinglang Kou

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. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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.

Wenli LiangState Key Laboratory of Geohazard Prevention and Geoenvironment Protection, Chengdu University of Technology, Chengdu, 610059, Sichuan, China.
Rui LiuChongqing Key Laboratory of GIS Application, School of Geography and Tourism, Chongqing Normal University, Chongqing, 400047, China. liur@cqnu.edu.cn.
Pinglang KouChongqing Engineering Research Center of Spatial Big Data Intelligent Technology, Chongqing University of Posts and Telecommunications, Chongqing, 400065, China.

Funding

Chongqing Municipal Education Commission Major Project for Scientific and Technological Research KJZD-M202200502the Chongqing Natural Science Foundation Joint Fund for Innovation and Development CSTB2024NSCQ-LZX0064
6 · The paper itself

Abstract

Night-time light (NTL) composites offer a unique spatiotemporal view of urban growth by capturing electricity consumption, infrastructure density, and economic activity patterns that traditional land-cover surveys cannot fully reveal, yet inland China's megaregions remain understudied from this perspective. Using a 23-year (2000-2022) cross-calibrated NTL product integrated with land-cover, population, and topographic data, we analysed illumination dynamics in the Chengdu-Chongqing economic circle. Mean radiance rose by 78% while the lit area expanded from 0.53% to almost 12%. About three-quarters of this growth is confined to a 4-6 km peri-urban "neon ring" created chiefly by cropland conversion to high-rise housing and logistics estates, now ~ 40% brighter than historic cores. Targeted LED retrofits and façade-lighting curfews produced persistent downtown "dark hollows", proving that local policy can dampen sky-glow. Cropland-to-urban parcels emitted roughly 6 nW cm⁻² sr⁻¹ more light than other transitions, and protected wetlands brightened threefold, flagging covert development. Spatial autocorrelation analysis revealed extremely high global Moran's I values (> 0.92 after 2013), indicating strong spatial clustering patterns of illumination changes, with local LISA analysis identifying hotspots predominantly concentrated in the core areas of both cities. Projections indicate ~ 1,000 km² of additional luminous sprawl by 2042 as radiance continues to climb despite a 1.6% population decline, underscoring a widening decoupling between light and headcount.

Indexed as

Chengdu–Chongqing economic circleNight-time lightPeri-urban ringRemote sensingUrban expansion

Identifiers

PMID41520023
PMCPMC12868891

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.