Evidence map›Paper›PMID 40938401›Full record

ArticleInternational journal of biometeorology2025

Urban thermal data analysis over the period 1948-2022: a case study of Ljubljana, Slovenia.

Zalika Črepinšek, Zala Žnidaršič, Tjaša Pogačar

Abstract read
In one paragraph

Article in International journal of biometeorology, 2025. 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.

Zalika ČrepinšekBiotechnical Faculty, University of Ljubljana, Jamnikarjeva 101, Ljubljana, 1000, Slovenia. zalika.crepinsek@bf.uni-lj.si.ORCID http://orcid.org/0000-0001-8000-6477
Zala ŽnidaršičBiotechnical Faculty, University of Ljubljana, Jamnikarjeva 101, Ljubljana, 1000, Slovenia.ORCID http://orcid.org/0000-0001-6003-4374
Tjaša PogačarBiotechnical Faculty, University of Ljubljana, Jamnikarjeva 101, Ljubljana, 1000, Slovenia.ORCID http://orcid.org/0000-0003-1047-0121

Funding

Javna Agencija za Raziskovalno Dejavnost RS Javna Agencija za Raziskovalno Dejavnost RS
6 · The paper itself

Abstract

The aim of the study was to characterize the intensity, frequency and duration of extreme high temperature events and their variability over a period of 75 years (1948-2022) for Ljubljana, Slovenia. This study uses 23 thermal indices recommended by the WMO (ETCCDI) based on daily maximum and minimum air temperatures, retrieved from the Slovenian Environment Agency. The study conducted showed an increase in heat stress risk during the summer months over the last 75 years, with particularly pronounced changes since the 1990s. The observed increase in air temperature was greater for extreme than for average temperatures. The trends in annual average maximum, minimum and daily temperatures were all positive and significant with rates of 0.37 °C/decade, 0.41 °C/decade and 0.39 °C/decade respectively. As a result of these changes, the number of hot days, tropical nights, intensity, frequency and duration of heatwaves (HW) have also increased. HW are becoming a growing problem in Ljubljana, as all HW indices examined are increasing: number of HW (trend 0.5 events/decade), frequency (2.0 days/decade), magnitude (0.36 °C/decade) and maximum amplitude (0.73 °C/decade). Until recently, these events were only typical of summer, but now they occur in May and even last into September. The thermal heat sum indices, heating degree days (HDDheat) and cooling degree days (CDDcool), indicators of weather-related energy consumption for heating and cooling buildings, showed a clear change, namely a decrease in HDDheat and an increase in CDDcool. The city has experienced pronounced urban growth, which is accompanied by significant changes in the area surrounding the measurement site, which, together with climate change, exacerbate the risk of heat exposure. Despite numerous measures already taken to reduce heat stress in the city, it remains a problem in the summer months, especially given the prediction that conditions will worsen in the future. It is therefore necessary to continue monitoring temperature conditions and local and temporal changes, which is the responsibility of the National Meteorological Service. Further studies on urban characteristics and human thermal comfort parameters are also needed to assess local vulnerability. In addition, some complementary measurements could be carried out to collect data on spatial variations, which is an important step in developing a plan to combat heat stress.

Indexed as

Extreme HeatCitiesHeat Stress DisordersHot TemperatureHumansSeasonsSloveniaClimate indicesExtreme high temperaturesHeat sumHeat wavesLjubljanaUrban heat exposure

Identifiers

PMID40938401
PMCPMC12540535

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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.