ORIGINAL PAPER
Monitoring external and internal training and match loads in professional soccer players during excessive heat stress
 
More details
Hide details
1
Sport Science Department, Al Jazira Football Academy, Abu Dhabi, UAE
 
2
Escola Superior Desporto e Lazer, Instituto Politécnico de Viana do Castelo, Rua Escola Industrial e Comercial de Nun’Álvares, Viana do Castelo, Portugal
 
3
Gdansk University of Physical Education and Sport, Gdańsk, Poland
 
4
Sport Physical Activity and Health Research & Innovation Center, Viana do Castelo, Portugal
 
5
Health, Exercise and Research Center (HERC), Dubai, UAE
 
 
Submission date: 2024-10-14
 
 
Acceptance date: 2024-12-19
 
 
Online publication date: 2025-06-17
 
 
Corresponding author
Filipe Manuel Clemente   

Escola Superior Desporto e Lazer, Instituto Politécnico de Viana do Castelo, Rua Escola Industrial e Comercial de Nun’Álvares, 4900-347 Viana do Castelo, Portugal
 
 
 
KEYWORDS
TOPICS
ABSTRACT
Purpose:
This study explored how heat stress affects training and match load in professional soccer by monitoring ten elite players during sessions under normal (18–24°C) and high (34–45°C) temperatures.

Methods:
Ten outfield men’s soccer players from a professional team competing in the United Arab Emirates (UAE) Pro League participated in the study. A repeated-measures study design was employed to analyse the training load demands on the same players under normal (18–24°C) and high (34–45°C) temperature conditions throughout the training camp period. External loads, such as total distance (TD), high metabolic load distance (HMLD), mechanical work (MW), and maximal velocity (MaxV), as well as internal load, via Edwards’ Training Impulse (TRIMP), were analysed.

Results:
The study found that heat influenced training and match loads to varying degrees. On match day (MD), TD per minute (TD · min–1) decreased slightly (effect size [ES] = –0.55), with larger reductions observed on MD-2 (ES = –2.14) and MD-1 (ES = –1.59). Specifically, the reduction in TD.min-1 was greatest on MD-2 and MD-1, while only a small decrease was observed on MD. HMLD per minute (HMLD · min–1) also showed a significant reduction, with a moderate decrease on MD-1 (ES = –1.03) and MD (ES = –0.78). MW per minute (MW · min–1) was notably lower on MD-2 (ES = –1.50), moderately reduced on MD-1 (ES = –0.84), and slightly reduced on MD (ES = –0.45). Maximal velocity (MaxV) slightly increased on MD (ES = 0.47). TRIMP increased across all days, indicating a higher internal load under heat, with a moderate increase on MD-2 (ES = 0.77), MD-1 (ES = 0.73), and MD (ES = 0.83).

Conclusions:
The study showed the different effects of heat on external and internal training loads, suggesting that while external loads decrease due to the physiological strain of heat, internal load compensates by increasing. This response may indicate a greater effort to maintain performance levels despite heat stress. These findings show that heat-induced changes in training load can help implement strategies for optimising athlete performance and recovery during periods of heat exposure.
REFERENCES (30)
1.
Akerman AP, Tipton M, Minson CT, Cotter JD. Heat stress and dehydration in adapting for performance: good, bad, both, or neither?. Temperature. 2016;3(3):412–36; doi: 10.1080/23328940. 2016.1216255.
 
2.
Périard JD, Eijsvogels, TMH, Daanen HAM. Exercise under heat stress: thermoregulation, hydration, performance implications, and mitigation strategies. Physiol Rev. 2021;101(4):1873–979; doi: 10.1152/physrev.00038.2020.
 
3.
Fortes MB, Di Felice U, Dolci A, Junglee NA, Crockford M, West L, Hillier-Smith R, Macdonald JH, Walsh NP. Muscle-damaging exercise increases heat strain during subsequent exercise heat stress. Med Sci Sports Exerc. 2013;45(10):1915–24; doi: 10.1249/MSS.0b013e318294b0f8.
 
4.
Plakias S, Tsatalas T, Mina MA, Kokkotis C, Flouris AD, Giakas G. The impact of heat exposure on the health and performance of soccer players: a narrative review and bibliometric analysis. Sports. 2024;12(9):249; doi: 10.3390/sports12090249.
 
5.
O’Connor FK, Stern SE, Doering TM, Minett GM, Reaburn PR, Bartlett JD, Coffey VG. Effect of individual environmental heat-stress variables on training and recovery in professional team sport. Int J Sports Physiol Perform. 2020;15(10):1393– 99; doi: 10.1123/ijspp.2019-0837.
 
6.
Rollo I, Randell RK, Baker, L, Leyes JY, Medina Leal D, Lizarraga A, Mesalles J, Jeukendrup AE, James LJ, Carter JM. Fluid balance, sweat Na+ losses, and carbohydrate intake of elite male soccer players in response to low and high training intensities in cool and hot environments. Nutrients. 2021;13(2):401; doi: 10.3390/nu13020401.
 
7.
Trewin J, Meylan C, Varley, MC, Cronin J. The influence of situational and environmental factors on match-running in soccer: a systematic review. Sci Med Football. 2017;1:183–94; doi: 10.1080/ 24733938.2017.1329589.
 
8.
Malone JJ, Barrett S, Barnes C, Twist C, Drust B. To infinity and beyond: the use of GPS devices within the football codes. Sci Med Football. 2020; 4(1):82–4; doi: 10.1080/24733938.2019.1679871.
 
9.
Nosek P, Brownlee TE, Drust B, Andrew M. Feedback of GPS Training data within professional English soccer: a comparison of decision making and perceptions between coaches, players and performance staff. Sci Med Football. 2021;5(1):35–47; doi: 10.1080/24733938.2020.1770320.
 
10.
Gardner C, Navalta JW, Carrier B, Aguilar C, Perdomo Rodriguez J. Training impulse and its impact on load management in collegiate and professional soccer players. Technologies. 2023;11(3):79; doi: 10.3390/technologies11030079.
 
11.
Rezende LMT de, Carneiro-Júnior MA, Natali AJ, Prímola-Gomes TN. Environmental thermal stress and thermoregulation in soccer players: a systematic review. Rev Bras Cien Esporte. 2019;41(1):10– 25; doi: 10.1016/j.rbce.2018.06.006.
 
12.
Buchheit M, Cholley Y, Lambert P. Psychometric and physiological responses to a pre-season competitive camp in the heat with a 6-hour time difference in elite soccer players. Int J Sports Physiol Perform. 2016;11(2):176–81; doi: 10.1123/ijspp. 2015-0135.
 
13.
Clemente F, Rabbani A, Kargarfard M, Nikolaidis PT, Rosemann T, Knechtle B. Session-to-session variations of external load measures of youth soccer players in medium-sided games. Int J Environ Res Public Health. 2019;16(19):3612; doi: 10.3390/ ijerph16193612.
 
14.
Winter EM, Maughan, RJ. Requirements for ethics approvals. J Sports Sci. 2009;27(10):985; doi: 10.1080/02640410903178344.
 
15.
Stagno KM, Thatcher, R, van Someren, K.A. A Modified TRIMP to quantify the in-season training load of team sport players. J Sports Sci. 2007; 25(6):629–634; doi: 10.1080/02640410600811817.
 
16.
Beato M, Coratella, G, Stiff, A, Iacono, AD. The validity and between-unit variability of GNSS Units (STATSports Apex 10 and 18 Hz) for measuring distance and peak speed in team sports. Front Physiol. 2018;9:1288; doi: 10.3389/fphys. 2018.01288.
 
17.
Hopkins WG, Marshall SW, Batterham AM, Hanin J. Progressive statistics for studies in sports medicine and exercise science. Med Sci Sports Exerc. 2009;41(1):3–12; doi: 10.1249/MSS.0b01 3e31818cb278.
 
18.
Racinais S, Mohr M, Buchheit M, Voss SC, Gaoua N, Grantham J, Nybo L. Individual responses to short-term heat acclimatisation as predictors of football performance in a hot, dry environment. Br J Sports Med. 2012;46(11):810–5; doi: 10.1136/ bjsports-2012-091227.
 
19.
Mohr M, Nybo L, Grantham J, Racinais S. Physiological responses and physical performance during football in the heat. PLOS ONE. 2012;7(6): e39202; doi: 10.1371/journal.pone.0039202.
 
20.
Coker NA, Wells AJ, Gepner Y. Effect of heat stress on measures of running performance and heart rate responses during a competitive season in male soccer players. J Strength Cond Res. 2020;34(4): 1141–9; doi:10.1519/JSC.0000000000002441.
 
21.
Maunder E, Plews DJ, Wallis GA, Brick MJ, Leigh WB, Chang W, Watkins CM, Kilding AE. Temperate performance and metabolic adaptations following endurance training performed under environmental heat stress. Physiol Rep. 2021;9(9): e14849; doi: 10.14814/phy2.14849.
 
22.
Morgans R, Bezuglov E, Rhodes D, Teixeira J, Modric T, Versic S, Di Michele R, Oliveira R. The relationship between ambient temperature and match running performance of elite soccer players. PLOS ONE. 2023;18(7):e0288494; doi: 10.1371/ journal.pone.0288494.
 
23.
Girard O, Brocherie F, Bishop DJ. Sprint performance under heat stress: a review. Scand J Med Sci Sports. 2015;25(Suppl 1):79–89; doi: 10.1111/ sms.12437.
 
24.
Kang Z, Chen Z, Liu G. Can heat conditions affect the heart rate responses, perception of effort, and technical performance of young male football players during small-sided games? A comparative study. BMC Sports Sci Med Rehabil. 2024;16:174; doi: 10.1186/s13102-024-00970-x.
 
25.
Link D, Weber H. Effect of ambient temperature on pacing in soccer depends on skill level. J Strength Cond Res. 2017;31(7):1766–70; doi: 10.1519/JSC. 0000000000001013.
 
26.
Racinais S, Cocking S, Périard JD. Sports and environmental temperature: from warming-up to heating-up. Temperature. 2017;4(3):227–57; doi: 10.1080/23328940.2017.1356427.
 
27.
Osgnach C, di Prampero PE. Metabolic power in team sports – part 2: aerobic and anaerobic energy yields. Int J Sports Med. 2018;39(8):588–95; doi: 10.1055/a-0592-7219.
 
28.
Duffield R, Coutts AJ, Quinn J. Core temperature responses and match running performance during intermittent-sprint exercise competition in warm conditions. J Strength Cond Res. 2009;23(4): 1238–44; doi: 10.1519/JSC.0b013e318194e0b1.
 
29.
Chalmers S, Esterman A, Eston R, Bowering KJ, Norton K. Short-term heat acclimation training improves physical performance: a systematic review, and exploration of physiological adaptationsand application for team sports. Sports Med. 2014; 44(7):971–88; doi: 10.1007/s40279-014-0178-6.
 
30.
O’Connor FK, Stern SE, Doering TM, Minett GM, Reaburn PR, Bartlett JD. Coffey VG. Effect of individual environmental heat-stress variables on training and recovery in professional team sport. Int J Sports Physiol Perform. 2020;15(10):1393–9; doi: 10.1123/ijspp.2019-0837.
 
eISSN:1899-1955
Journals System - logo
Scroll to top