2026-10-12T19:45:26Z https://api.figshare.com/v2/oai

oai:figshare.com:article/33476530 2026-10-12T01:48:05Z category_27220 item_type_3 month_year_10_2026

Supporting environmental data, aggregate results and code for “Match-time heat exposure and team locomotor output across the 2025 Club World Cup and 2026 World Cup” KANG LI (24202611) Sports science and exercise not elsewhere classified wet-bulb globe temperature football soccer locomotor output environmental heat FIFA sports performance ERA5 <p dir="ltr">This repository contains supporting data, analytical code and documentation for the study “Match-time heat exposure and team locomotor output across the 2025 Club World Cup and 2026 World Cup”. The study examines associations between match-period wet-bulb globe temperature (WBGT) and team locomotor output using a common exposure definition and a principal component fitted in 2025 and projected unchanged into 2026.</p><p dir="ltr">Package release 3.0.0 includes:<br>• Environmental and eligibility information for all 167 tournament matches.<br>• A membership index for the 162 primary team-match records, representing 39 matches in 2025 and 42 matches in 2026.<br>• Exact 2025 principal-component parameters, including means, standard deviations and loadings.<br>• The hourly ERA5 extracts and NOAA GHCNh station observations used in the analysis.<br>• Archived model estimates, sensitivity results, figure-source tables and the final manuscript’s two main and seven supplementary tables.<br>• Analysis and figure code, the updated Figure 1 source, and the supplementary hydration-marker audit script and aggregate summary.<br>• Source identifiers, access checks, data dictionaries, software information and file checksums.</p><p dir="ltr">This release preserves the existing scientific results; no statistical reanalysis was performed during repository preparation. FIFA report PDFs, raw event files, extracted team/player performance records, individual principal-component scores and detailed event ledgers are not redistributed. Their source routes are documented. The public package therefore supports inspection of the reported results and methods but does not independently reproduce the complete analysis without the additional third-party inputs.</p><p dir="ltr">Author-created code is provided under the MIT licence. Author-created documentation and aggregate outputs are provided under CC BY 4.0 to the extent of the authors’ rights. Copernicus and NOAA materials retain their applicable source terms and attribution. The README and per-file rights map explain the scope of access and reuse.</p><p dir="ltr">Package release 3.0.0 is independent of the version number assigned to this Figshare record.</p> 2026-10-12T01:48:05Z Dataset Dataset 10.6084/m9.figshare.33476530.v4 https://figshare.com/articles/dataset/Supporting_Data_Code_and_Reproducibility_Materials_for_Thermal_Exposure_and_Locomotor_Output_Across_FIFA_Tournaments_Cross-Tournament_Reproducibility_from_the_2025_Club_World_Cup_to_the_2026_World_Cup/33476530 CC BY 4.0