Infrared thermography of the quadriceps during early passive recovery (0-6 min) after incremental exercise in professional female volleyball athletes

Background: Infrared thermography (IRT) is increasingly applied to monitor muscle temperature during recovery, offering insight into thermoregulatory and vascular responses after exercise. However, evidence linking early post-exercise skin temperature changes with systemic markers such as oxygen uptake and lactate remains limited. Objective: To analyze the early passive recovery behavior of quadriceps skin temperature (0-6 min) after a progressive exercise test in trained female volleyball athletes and examine its association with aerobic capacity and blood lactate. Methods: Twenty professional female volleyball players completed a progressive treadmill test until volitional fatigue. Skin temperature of the rectus femoris and vastus lateralis was measured via IRT immediately after exercise cessation (minute 0) and during minutes 1-6 of passive recovery. Aerobic capacity (VO₂peak) was assessed through breath-by-breath gas analysis, and blood lactate was obtained at rest, immediately post-exercise, and at 3 min of recovery. Temperature change (ΔT) and thermal slope (C.min-1) were calculated. Pearson correlations and multiple regression models were applied. Results: Minimal skin temperature change occurred within the first 6 min of recovery. Both muscle regions exhibited high coherence in thermal responses (ΔT and slope correlations r = .76-.91, ps < .001). Neither VO₂peak nor lactate levels significantly predicted thermal behavior (all ps > .05). Early cooling patterns appeared primarily regulated by autonomic vascular adjustments rather than aerobic fitness or lactate kinetics. Conclusions: In professional female volleyball players, quadriceps skin temperature remains relatively stable during early passive recovery after incremental exercise, and this response is unrelated to aerobic capacity or lactate removal. Early post-exercise IRT reflects local vasomotor regulation, suggesting that longer monitoring windows and multimodal physiological assessments are needed for a comprehensive evaluation of recovery.

Authors

Institutions

Publication Details

Journal
Acta Gymnica
Published
2026-11-09
DOI
https://doi.org/10.5507/ag.2026.012
Primary Topic
Infrared Thermography in Medicine
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
NOV
article

Infrared thermography of the quadriceps during early passive recovery (0-6 min) after incremental exercise in professional female volleyball athletes

Frano Giakoni-Ramírez, Javiera Alarcón-Aguilar, Daniel Michel Duclos Bastías, Josivaldo de Souza-Lima et al.
Acta Gymnica
Infrared Thermography in Medicine
article

Infrared thermography of the quadriceps during early passive recovery (0-6 min) after incremental exercise in professional female volleyball athletes

Frano Giakoni-Ramírez, Javiera Alarcón-Aguilar, Daniel Michel Duclos Bastías, Josivaldo de Souza-Lima, Andrés Esteban Roberto Godoy-Cumillaf, Catalina Muñoz-Strale, Rodrigo Yáñez-Sepúlveda, Héctor Sanhueza-Tapia
article en

Abstract

Background: Infrared thermography (IRT) is increasingly applied to monitor muscle temperature during recovery, offering insight into thermoregulatory and vascular responses after exercise. However, evidence linking early post-exercise skin temperature changes with systemic markers such as oxygen uptake and lactate remains limited. Objective: To analyze the early passive recovery behavior of quadriceps skin temperature (0-6 min) after a progressive exercise test in trained female volleyball athletes and examine its association with aerobic capacity and blood lactate. Methods: Twenty professional female volleyball players completed a progressive treadmill test until volitional fatigue. Skin temperature of the rectus femoris and vastus lateralis was measured via IRT immediately after exercise cessation (minute 0) and during minutes 1-6 of passive recovery. Aerobic capacity (VO₂peak) was assessed through breath-by-breath gas analysis, and blood lactate was obtained at rest, immediately post-exercise, and at 3 min of recovery. Temperature change (ΔT) and thermal slope (C.min-1) were calculated. Pearson correlations and multiple regression models were applied. Results: Minimal skin temperature change occurred within the first 6 min of recovery. Both muscle regions exhibited high coherence in thermal responses (ΔT and slope correlations r = .76-.91, ps < .001). Neither VO₂peak nor lactate levels significantly predicted thermal behavior (all ps > .05). Early cooling patterns appeared primarily regulated by autonomic vascular adjustments rather than aerobic fitness or lactate kinetics. Conclusions: In professional female volleyball players, quadriceps skin temperature remains relatively stable during early passive recovery after incremental exercise, and this response is unrelated to aerobic capacity or lactate removal. Early post-exercise IRT reflects local vasomotor regulation, suggesting that longer monitoring windows and multimodal physiological assessments are needed for a comprehensive evaluation of recovery.

Acta GymnicaVol. 56
Universidad Andrés Bello (CL), Universidad Autónoma de Chile (CL)
Infrared Thermography in Medicine
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Laika access coming soon