Evidence map›Paper›PMID 42521696›Full record

ArticleScientific reports2026

A global, proxy-based assessment of building climatization vulnerability.

P Florio, J H Uhl, P Politis, M Melchiorri, C Maduta, K Krasnodębska, A M Martinez

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
–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

7 authors.

P FlorioEuropean Commission, Joint Research Centre (JRC), Ispra, Italy. pietro.florio@ec.europa.eu.ORCID https://orcid.org/0000-0001-7866-7401
J H UhlEuropean Commission, Joint Research Centre (JRC), Ispra, Italy.ORCID https://orcid.org/0000-0002-4861-5915
P PolitisEuropean Dynamics Belgium S.A., Brussels, Belgium.ORCID https://orcid.org/0000-0001-6417-1587
M MelchiorriEuropean Commission, Joint Research Centre (JRC), Ispra, Italy.ORCID https://orcid.org/0000-0002-3009-8868
C MadutaEuropean Commission, Joint Research Centre (JRC), Ispra, Italy.ORCID https://orcid.org/0000-0002-0922-3740
K KrasnodębskaStanisław Leszczycki Institute of Geography and Spatial Organization, Polish Academy of Sciences, Warsaw, Poland.ORCID https://orcid.org/0000-0002-1398-9095
A M MartinezEuropean Commission, Joint Research Centre (JRC), Ispra, Italy.ORCID https://orcid.org/0000-0002-4220-8358

Funding

National Science Centre, Poland 2021/43/O/HS4/02700
6 · The paper itself

Abstract

Building compactness and construction epoch are relevant proxies of energy efficiency in buildings. By integrating building stock and Earth observation data, we characterize buildings globally and identify vulnerable areas dominated by old building age and unsuitable compactness in relation to climate conditions. Such areas are home to a population of 48 million persons that could increase by 10% to 30% by 2100 under likely socioeconomic pathways, shifting from cold regions of Eurasia to the heat-prone Sahel zone, Gulf countries and Pakistan. Results reveal stark disparities in building energy efficiency across income levels, urbanization patterns, and climate zones. Almost half of buildings globally (i.e., 43%) were built before 1980, when few to no energy efficiency measures existed, and these buildings are concentrated mainly in temperate and cold-climate urban areas in high-income countries. Low-income countries experienced more recent, lightweight and less compact urban expansion, which exposes them to the forecasted climate warming: this could increase their energy demand, hinder climate adaptation and imposes further challenges to ensure affordable thermal comfort for all.

Identifiers

PMID42521696
PMCPMC13416028

What OpenQuestion holds

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LicenceCC BY
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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.