Evidence map›Paper›PMID 42383659›Full record

ArticleAnnals of the New York Academy of Sciences2026

Global Trends in Light Pollution and Their Relationship With Socioeconomic Factors.

Mümin Güneş, Zühal Kurt, Murat Bayazıt, Nazım Aksaker, Sinan K Yerli

Abstract read
In one paragraph

Article in Annals of the New York Academy of Sciences, 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

5 authors.

Mümin GüneşAdana Organized Industrial Zones Vocational School of Technical Science, Çukurova University, Adana, Türkiye.ORCID 0000-0001-5052-2788
Zühal KurtDepartment of Aerospace Engineering, Tarsus University, Mersin, Türkiye.ORCID 0000-0002-4665-9009
Murat BayazıtMinistry of Foreign Affairs, Ankara, Türkiye.
Nazım AksakerAdana Organized Industrial Zones Vocational School of Technical Science, Çukurova University, Adana, Türkiye.ORCID 0000-0001-8721-5036
Sinan K YerliDepartment of Physics, Orta Doğu Teknik Üniversitesi, Ankara, Türkiye.

Funding

Scientific and Technological Research Council of Turkey (TÜBITAK)Scientific and Technological Research Council of Türkiye 123F244
6 · The paper itself

Abstract

Artificial light at night (ALAN) is a growing environmental pressure linked to socioeconomic development. This study examines ALAN trends from 2012 to 2024 across 165 countries using harmonized VIIRS satellite data. Globally, ALAN increased at an annual rate of 3.2%. Highest radiance levels occur in developed regions (Europe, North America, and East Asia), while remote areas remain dark. A few countries, including France and Venezuela, show declines. The study extends the VIIRS time series and applies a calibrated Kaya-identity framework integrating the human development index (HDI) and Gini coefficient. It introduces radiance density (RD) as a normalized metric linked to per-capita development for cross-national comparison. ALAN shows associations with macroeconomic indicators. Absolute ALAN correlates with total GDP (log), energy consumption, and CO

Indexed as

LightingLight PollutionSocioeconomic FactorsHumansdemographic parametersgeographic information systemlight pollutionremote sensing

Identifiers

PMID42383659
PMCPMC13321778

What OpenQuestion holds

Textmetadata
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.