Evidence map›Paper›PMID 41735361›Full record

ArticleScientific reports2026

The future of European outdoor summer sports through the lens of 50 years of the tour de France.

Ivana Cvijanovic, James D Begg, Malcolm N Mistry, Desislava Petrova, Chloe Brimicombe, Benjamin Sultan

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

6 authors.

Ivana CvijanovicESPACE-DEV, Univ Montpellier IRD Univ Guyane Univ Reunion Univ Antilles Univ Avignon, 500 rue Jean-François Breton, 34093, Montpellier, France. ivana.cvijanovic@ird.fr.
James D BeggGalson Sciences Limited, Oakham, 9 Melton Rd, LE16 6AX, UK.
Malcolm N MistryEnvironment & Health Modelling (EHM) Department of Public Health Environments and Society, London School of Hygiene & Tropical Medicine, London, 15-17 Tavistock Place, WC1H 9SH, UK.
Desislava PetrovaClimate and Health Group (CANU), Barcelona Institute for Global Health (ISGlobal), Barcelona, Doctor Aiguader 88, 08003, Spain.
Chloe BrimicombeRoyal Meteorological Society, Reading, 108 Oxford Road, RG1 7LL, UK.
Benjamin SultanESPACE-DEV, Univ Montpellier IRD Univ Guyane Univ Reunion Univ Antilles Univ Avignon, 500 rue Jean-François Breton, 34093, Montpellier, France.

Funding

Agence Nationale de la Recherche ANR-22-EXTR-0004H2020 Marie Skłodowska-Curie Actions 101022870HORIZON EUROPE Framework Programme TipESM 101137673 (contribution #25)
6 · The paper itself

Abstract

In this study, we consider how excessive heat, due to changing climate conditions, could affect the safety of summer sport competitions in Europe. We use the example of the world’s largest bicycle race, the Tour de France, to assess the changes in heat stress over the past five decades and discuss extreme heat protocols, data gaps and safe ways forward. We show that although July heat stress values have been increasing throughout France, the actual Tour de France race dates have so far been fortunate to avoid the days featuring the highest heat. For example, although July hourly heat stress values for Paris and its surroundings have crossed the high-risk threshold (Wet Bulb Globe Temperature (WBGT) > 28 °C) on five occasions over the last 50 years, four of which have occurred since 2014, this has so far not happened on the date of the Tour de France stage through Paris. Between 1974 and 2023, the hottest Parisian stage finish was in July 2002, with the hourly WBGT maximum of 26.8 °C staying just below the high-risk mark. With record-breaking heatwaves becoming more frequent, it seems only a question of time as to when the race will encounter the extreme heat stress days that will test the existing heat safety protocols. Considering the historical heat stress values, we find that the episodes of dangerous heat levels exceeding 28 °C WBGT, have been most common around Toulouse, Pau and Bordeaux in France’s southwest, and around Nîmes and Perpignan in the southeast. However, locations like Paris and Lyon are starting to cross the 28 °C WBGT threshold more frequently, becoming new heat stress hotspots. Our hourly July analysis for France, shows that morning hours are the safest part of the day and that high heat stress can persist late into the afternoon hours. Mountain locations largely remain safe.

Identifiers

PMID41735361
PMCPMC12932698

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.