Casey J Metoyer, Jonathon R Lever, Valerie Smith-Hale, Cloe Klaus, Cara Ocobock, Alan Huebner, Megan McGinty, Jonathan D Hauenstein, John P Wagle
{"title":"Exploring the Use of Thermography for Monitoring Physiological Responses to Training in Division-I Collegiate Female Soccer Players.","authors":"Casey J Metoyer, Jonathon R Lever, Valerie Smith-Hale, Cloe Klaus, Cara Ocobock, Alan Huebner, Megan McGinty, Jonathan D Hauenstein, John P Wagle","doi":"10.1002/jbio.70016","DOIUrl":null,"url":null,"abstract":"<p><p>This study investigated the use of thermography as a non-invasive tool to monitor physiological responses to mechanical workload in Division-I female soccer players. A total of 29 student-athletes (age: 19.8 ± 1.1 years) participated, with thermographic imaging conducted throughout training across the competitive season. A total of 8106 observations were analyzed, revealing a weak but significant negative correlation between total player load (TPL) and changes in body region temperature (∆t) (βTPL = -0.00047; p < 0.0001). For every one unit increase in TPL, skin temperature decreased by 0.00047°C on average. Similar patterns were observed in high-minute players (βTPL = -0.0046; p < 0.0001) and when excluding goalkeepers (βTPL = -0.00027, p < 0.001). Interestingly, cooler temperatures were linked to higher workloads in field players, contrasting with previous research. These findings suggest thermography may reflect physiological responses to external workload, with position-specific demands requiring tailored metrics for accurate monitoring.</p>","PeriodicalId":94068,"journal":{"name":"Journal of biophotonics","volume":" ","pages":"e70016"},"PeriodicalIF":0.0000,"publicationDate":"2025-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of biophotonics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1002/jbio.70016","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
This study investigated the use of thermography as a non-invasive tool to monitor physiological responses to mechanical workload in Division-I female soccer players. A total of 29 student-athletes (age: 19.8 ± 1.1 years) participated, with thermographic imaging conducted throughout training across the competitive season. A total of 8106 observations were analyzed, revealing a weak but significant negative correlation between total player load (TPL) and changes in body region temperature (∆t) (βTPL = -0.00047; p < 0.0001). For every one unit increase in TPL, skin temperature decreased by 0.00047°C on average. Similar patterns were observed in high-minute players (βTPL = -0.0046; p < 0.0001) and when excluding goalkeepers (βTPL = -0.00027, p < 0.001). Interestingly, cooler temperatures were linked to higher workloads in field players, contrasting with previous research. These findings suggest thermography may reflect physiological responses to external workload, with position-specific demands requiring tailored metrics for accurate monitoring.