Controlling Core Temperature — The Missing Link for Athletic Performance

June 24th 2025 16 minutes read
Controlling Core Temperature — The Missing Link for Athletic Performance

Athletes are always searching for ways to improve performance, prevent injuries, and achieve their goals. One critical but often overlooked factor in reaching peak performance is the ability to regulate core temperature. Whether training in extreme heat, competing in frigid conditions, or maintaining optimal body function during intense workouts, understanding and managing core temperature is essential for athletic success.



What Is Core Temperature?


Core temperature refers to the body's internal temperature, which is typically maintained at approximately 98.6°F (37°C). This temperature reflects the heat produced by metabolic processes and is regulated by the hypothalamus, often called the body's thermostat. Proper thermoregulation ensures that vital physiological systems, such as enzymatic activity, cellular metabolism, and muscle function, operate at optimal efficiency. When core temperature deviates from its normal range, athletic performance, safety, and recovery can all be compromised.



Why Core Temperature Matters for Athletes


Core temperature plays a pivotal role in athletic performance, and even minor fluctuations can have significant impacts. When core temperature rises excessively, a condition known as hyperthermia, athletes may experience reduced endurance, impaired muscle function, and, in extreme cases, heat-related illnesses such as heat exhaustion or heatstroke. Conversely, when core temperature drops too low, or hypothermia occurs, cold environments can lead to reduced muscle efficiency, slower reaction times, and an increased risk of injuries like frostbite.

Temperature regulation also contributes significantly to injury prevention. In hot conditions, proper thermoregulation helps avoid dehydration, muscle fatigue, and cramping—common precursors to heat-related injuries. In cold conditions, maintaining body heat ensures joint mobility and prevents stiffness, which reduces the risk of cold-induced injuries. Moreover, thermoregulation aids in post-exercise recovery by supporting optimal blood flow and cellular repair. Excess heat or cold can disrupt these processes and slow down healing, delaying the athlete's return to peak performance.



Challenges Athletes Face with Core Temperature


The challenges athletes face with core temperature are largely environmental. Heat stress is a significant concern in endurance events, team sports, or high-intensity training performed in hot climates. Symptoms of heat stress include profuse sweating, dizziness, fatigue, and dehydration, all of which can drastically impair performance. On the other hand, cold stress is a prevalent issue in winter sports or during prolonged exposure to cold environments. Symptoms such as shivering, muscle stiffness, and reduced coordination can hinder athletic output and elevate the risk of injury.


The body responds to heat and cold in distinct ways that influence performance. In hot conditions, sweating is the body's primary mechanism for cooling. While effective, this process results in fluid and electrolyte loss, which can lead to dehydration. Additionally, the cardiovascular system experiences strain as the heart works harder to pump blood to the skin for cooling, diverting oxygen away from muscles. High temperatures also impair the ability of muscles to contract efficiently, leading to earlier fatigue.

In cold conditions, the body conserves heat through vasoconstriction, which limits blood flow to extremities. While this helps maintain core temperature, it also reduces oxygen delivery to working muscles, hindering performance. Cooler muscles operate less efficiently due to reduced enzyme activity, slowing reaction times and diminishing power output. Furthermore, exercising in the cold increases metabolic rates, requiring additional caloric intake to sustain energy and maintain body heat.



Strategies to Optimize Core Temperature for Athletes


To prevent overheating, athletes should focus on hydration, pre-cooling, clothing choices, and acclimatization. Drinking water or electrolyte-rich fluids before, during, and after exercise is critical. Experts recommend consuming 16–20 ounces of fluids two hours before activity and 4–8 ounces every 15–20 minutes during training. Pre-cooling strategies, such as using ice vests, cold towels, or ice-slurry drinks before exercise, can lower starting core temperature and delay overheating. Lightweight, moisture-wicking clothing enhances evaporation and reduces heat retention, while gradual exposure to hot environments over 7–14 days helps the body adapt to heat stress.

In cold conditions, athletes can prevent overcooling through layered clothing, warm-up routines, and warm fluids. Thermal, moisture-wicking layers trap body heat while allowing sweat to evaporate, ensuring both warmth and dryness. Dynamic movements before activity raise core temperature and prepare muscles for intense exercise. Additionally, sipping warm beverages during breaks can help maintain internal heat and combat the effects of cold stress.

Training specifically to regulate core temperature can further enhance performance. Heat acclimation training involves exercising in hot conditions for 1–2 weeks to improve sweat efficiency and cardiovascular response. Simulated environments, such as saunas or heat chambers, can also be used post-workout to adapt to elevated temperatures. Similarly, cold exposure training, which includes activities like cold showers or outdoor training in colder environments, helps build resilience to cold stress. Practicing thermal adaptation by insulating extremities with gloves, hats, and thermal gear during prolonged activities can also be beneficial.



Tools to Monitor Core Temperature


Advancements in technology have made monitoring core temperature more accessible. Wearable thermometers provide real-time data, allowing athletes and coaches to make informed decisions during training and competition. Sweat and hydration monitors assess fluid loss and electrolyte balance, while heart rate monitors help detect early signs of overheating or dehydration. These tools provide valuable insights that can help athletes prevent heat or cold-related performance issues.



Key Considerations for Athletes


Athletes should tailor their nutrition to match environmental demands, consuming high-energy foods for cold conditions and hydrating snacks for hot climates. Education is equally critical—learning to recognize early signs of heat stress, such as nausea or dizziness, and cold stress, like numbness or shivering, is essential for safety. Recovery tools, including ice baths or thermal wraps, can stabilize core temperature post-exercise and promote faster recovery.



Scientific Evidence and Practical Applications


Scientific research underscores the importance of core temperature management in sports. Studies reveal that overheating can reduce time-to-exhaustion by 20–30%, while pre-cooling strategies improve endurance performance. Training in cold environments enhances thermoregulation and metabolic efficiency, reducing injury risk. Furthermore, even minor dehydration—such as a 2% loss in body weight—can significantly impair physical and cognitive performance.


Understanding and managing core temperature is the missing link for athletes to unlock their full potential. Proactive strategies like hydration, pre-cooling, and temperature-specific training not only optimize performance but also minimize injury risks and improve recovery. Whether competing in extreme heat or freezing cold, thermoregulation is key to achieving athletic success.





Strategies to Optimize Core Temperature for Athletes


Preventing Overheating


  • Hydration:
  • Drink water or electrolyte-rich fluids before, during, and after exercise.
  • Suggested intake: 16–20 oz two hours before activity, and 4–8 oz every 15–20 minutes during training.


  • Pre-Cooling:
  • Use ice vests, cold towels, or ice-slurry drinks before exercise to reduce starting core temperature【5】.


  • Clothing:
  • Wear lightweight, moisture-wicking fabrics to enhance evaporation and reduce heat retention.


  • Acclimatization:
  • Gradual exposure to hot environments over 7–14 days helps athletes adapt to heat stress.



Preventing Overcooling


  • Layered Clothing:
  • Use thermal, moisture-wicking layers to trap body heat while allowing sweat evaporation.


  • Warm-Up Routines:
  • Dynamic movements before activity help raise core temperature.


  • Warm Fluids:
  • Sip on warm beverages during breaks to maintain internal heat.



Training Core Temperature Regulation


Heat Acclimation Training


  • Controlled Heat Training:
  • Exercise in hot conditions for 1–2 weeks to improve sweat efficiency and cardiovascular response.


  • Simulated Conditions:
  • Use saunas or heat chambers post-workout to adapt to elevated temperatures.


Cold Exposure Training


  • Gradual Cold Exposure:
  • Incorporate activities like cold showers or outdoor training in colder environments to improve resilience.


  • Thermal Adaptation:
  • Practice insulating extremities with gloves, hats, and thermal gear during prolonged activities.


Tools to Monitor Core Temperature


  • Wearable Thermometers:
  • Devices provide real-time core temperature data.


  • Sweat and Hydration Monitors:
  • Assess fluid loss and electrolyte balance to prevent dehydration.


  • Heart Rate Monitors:
  • Elevated heart rates can signal overheating or dehydration.


Key Tips for Athletes


  • Tailor Nutrition:
  • High-energy foods for cold environments, hydrating snacks for hot conditions.


  • Educate Yourself:
  • Recognize signs of heat stress (e.g., nausea, dizziness) and cold stress (e.g., numbness, shivering).


  • Use Recovery Tools:
  • Ice baths or thermal wraps post-exercise stabilize core temperature and promote recovery.


Scientific Evidence


  • Impact of Core Temperature on Endurance:
  • Overheating reduces time-to-exhaustion by 20–30%, but pre-cooling improves performance【6】【7】.


  • Cold Weather Adaptation:
  • Athletes training in cold environments demonstrate better thermoregulation and reduced injury risks【8】.


  • Importance of Hydration:
  • Dehydration of just 2% body weight significantly impairs physical and cognitive performance【9】.





Unlocking Athletic Potential


Understanding and managing core temperature is the missing link for athletes striving for peak performance. Proactive strategies—like pre-cooling, hydration, and temperature-specific training—help optimize performance, reduce injury risks, and enhance recovery. Whether competing in extreme heat or freezing cold, thermoregulation is key to achieving athletic success.



Enhancing Heat Tolerance and Performance


What Is Heat Block Training?


Heat block training involves structured exposure to elevated temperatures during exercise to help the body adapt to heat stress. This type of training aims to improve thermoregulatory efficiency, endurance, and overall performance in hot or humid environments.


How Heat Block Training Works


Heat block training leverages the body's natural ability to adapt to repeated heat exposure through heat acclimation or heat adaptation. This occurs through physiological changes that improve the body's capacity to handle heat stress:


  • Increased Plasma Volume:
  • Enhances blood circulation and cooling capacity.
  • Improves endurance as more oxygen is delivered to muscles.


  • Improved Sweat Response:
  • Sweat glands become more efficient, producing sweat earlier and in greater quantities.
  • Sweat composition becomes less salty, conserving electrolytes.


  • Lower Core Temperature at Rest and During Exercise:
  • Reduces the likelihood of overheating during prolonged activity.


  • Reduced Heart Rate at a Given Intensity:
  • Decreases cardiovascular strain during exercise.


  • Improved Skin Blood Flow:
  • Enhances heat dissipation.



Benefits of Heat Block Training


  • Enhanced Heat Tolerance:
  • Athletes can sustain performance at higher temperatures without succumbing to heat-related fatigue.


  • Improved Endurance:
  • Increased plasma volume allows for better oxygen delivery to working muscles.


  • Quicker Recovery:
  • Efficient thermoregulation reduces recovery time between high-intensity efforts.


  • Cross-Adaptation:
  • Improves performance in both hot and neutral conditions due to enhanced cardiovascular and thermoregulatory efficiency.



Heat Block Training Protocols


Key Considerations


  • Duration:
  • Heat acclimation typically requires 7–14 consecutive or near-consecutive days.
  • Each session should last 60–90 minutes at moderate-to-high intensity.


  • Environment:
  • Train in temperatures of 86°F (30°C) or higher with sufficient humidity for sweating adaptation.
  • Use facilities like saunas, hot yoga studios, or heated rooms if outdoor conditions are unsuitable.


  • Intensity:
  • Begin with low-to-moderate intensity and gradually increase to higher intensities as the body adapts.


  • Hydration:
  • Proper hydration is essential during and after heat block training to prevent dehydration and maintain electrolyte balance.


Sample Protocol:


  • Day 1–3:
  • 60 minutes of moderate cycling or running in heat (65–75% max HR).
  • Day 4–7:
  • 90 minutes of moderate-to-high intensity exercise (75–85% max HR) in heat.
  • Day 8–14:
  • Gradual incorporation of intervals (e.g., 5 x 3 min at high intensity with 2 min recovery) in a hot environment.



Heat Block Training vs. Heat Training During Competition Prep


  • Heat Block Training:
  • Performed during off-season or early preparation phases to build long-term heat tolerance.
  • Competition-Specific Heat Training:
  • Closer to the event, simulate race-specific conditions (e.g., workout duration and intensity) in heat to prepare for real-world scenarios.




4-Week Heat Block Training Plan


  • Heat Acclimation: Train in temperatures of 86°F (30°C) or higher for controlled heat adaptation.
  • Specificity: Incorporate HYROX movements such as sled work, rowing, SkiErg, and wall balls.
  • Progression: Gradually increase intensity, heat exposure, and duration over the 4 weeks.
  • Hydration & Recovery: Focus on electrolyte replacement and post-training cooling.



Week 1: Introduction to Heat Stress


Goal: Familiarize the body with heat exposure while maintaining moderate intensity.


Day 1: Sled Push & Pull + Heat Exposure


  • Warm-Up:
  • 10 min jog or easy bike ride in a warm environment (86°F/30°C+).
  • Dynamic stretches (e.g., leg swings, hip openers).
  • Main Workout:
  • Sled Push: 5 x 20m @ moderate weight (Open weight for HYROX: 75kg for women, 125kg for men).
  • Sled Pull: 4 x 20m @ moderate weight.
  • Rest 90 seconds between sets.
  • Heat Exposure:
  • 15 minutes in a sauna post-workout for passive acclimation.


Day 2: Endurance & Heat Tolerance


  • Warm-Up: 10 minutes on SkiErg at an easy pace in a warm room.
  • Workout:
  • 30 minutes of moderate-intensity rowing (70% max HR).
  • Every 5 minutes, stop and perform:
  • 10 burpee broad jumps.
  • 10 kettlebell swings (16kg/24kg).
  • Focus on consistent effort under heat stress.
  • Cool-Down: 10 minutes of stretching + cold towel application.


Day 3: Rest or Active Recovery


  • Optional Recovery:
  • 30-minute walk or light cycling.
  • Include 10 minutes of foam rolling and mobility drills.


Day 4: HYROX Simulation (Shortened)


  • Warm-Up: 5-minute jog + dynamic stretches.
  • Workout:
  • 1,000m SkiErg.
  • Sled Push: 2 x 20m @ HYROX Open weight.
  • Sled Pull: 2 x 20m @ HYROX Open weight.
  • 20 Sandbag Walking Lunges.
  • 20 Wall Balls (6kg/9kg).
  • 1,000m Row.
  • Rest as needed between exercises.
  • Heat Exposure:
  • Sauna or hot shower for 10–15 minutes post-workout.


Day 5: Strength + Heat Stress


  • Warm-Up: 10 min jog in heat or treadmill incline walking.
  • Strength Training:
  • Back Squat: 4x8 @ 70–75% 1RM.
  • Deadlift: 4x6 @ moderate weight.
  • Farmer's Carry: 3 x 50m (moderate weight kettlebells).
  • Conditioning Finisher:
  • 10-minute EMOM:
  • Odd Minutes: 10 Cal Echo Bike.
  • Even Minutes: 10 Dumbbell Thrusters (35lbs/50lbs).


Day 6: Long Run


  • Workout:
  • 5km steady-state run in heat (easy pace, focus on hydration).
  • Walk 2 minutes between each kilometer if needed.
  • Post-Run Recovery: Cold water immersion or cold towel application for 10 minutes.


Day 7: Rest or Mobility


  • Yoga or mobility work for 30 minutes.



Week 2: Building Heat Resilience


  • Increase duration of heat exposure during sessions by 10–15%.
  • Add 1–2 extra sets for sled work and functional exercises.
  • Focus on shorter rest periods in between exercises.


Focus: Increase heat exposure duration and functional training volume. Emphasize pacing, hydration strategies, and gradual adaptation to heat stress.


Day 1: Functional Training + Heat Exposure


  • Warm-Up:
  • 8-minute light jog in a heated environment (86–90°F).
  • Dynamic stretches: leg swings, walking lunges, arm circles.
  • 2 x 20-second plank holds with shoulder taps.
  • Main Workout:
  • Sled Push: 6 x 20m @ HYROX Open weight (75kg women, 125kg men).
  • Sled Pull: 5 x 20m @ HYROX Open weight.
  • Sandbag Lunges: 3 x 15 steps/leg (20kg/30kg).
  • 10-minute AMRAP:
  • 10 Kettlebell Swings (16kg/24kg).
  • 10 Burpee Broad Jumps.
  • Heat Exposure:
  • After the workout, sit in a sauna or hot room for 15–20 minutes. Stay hydrated.


Day 2: Endurance Run with Heat Adaptation


  • Workout:
  • 6km steady-state run in heat (85–90°F). Maintain a conversational pace (~65–70% max HR).
  • Every 2km, stop to hydrate and perform:
  • 10 Air Squats.
  • 10 Push-Ups.
  • Post-Workout Cool-Down:
  • Light stretching for 10 minutes.
  • Apply cold towels to the neck and face for recovery.


Day 3: Rest or Active Recovery


  • Optional Recovery Routine:
  • 30-minute low-intensity cycling or swimming.
  • Foam rolling and mobility drills focusing on hamstrings, glutes, and shoulders.


Day 4: HYROX Simulation (Mid-Length)


  • Warm-Up:
  • 5 minutes of jogging.
  • 2 rounds of:
  • 10 Wall Balls (6kg/9kg).
  • 10 Sandbag Lunges.
  • Main Workout:
  • 1,000m SkiErg.
  • Sled Push: 3 x 20m @ moderate weight.
  • Sled Pull: 3 x 20m @ moderate weight.
  • 500m Row.
  • 30 Wall Balls.
  • Heat Exposure:
  • Post-workout sauna session for 15–20 minutes.


Day 5: Strength Day with Heat Acclimation


  • Warm-Up:
  • 10 minutes incline treadmill walking.
  • Dynamic movements: walking lunges, hip openers, and scapular push-ups.
  • Main Workout:
  • Back Squat: 5 x 8 @ 70–75% 1RM.
  • Romanian Deadlift: 4 x 8 with dumbbells.
  • Dumbbell Thrusters: 4 x 12 @ 35lbs/50lbs.
  • Farmer's Carry: 3 x 50m with moderate kettlebells.


Day 6: Long Row + Conditioning


  • Workout:
  • 40 minutes of steady rowing at 65–70% effort. Every 10 minutes, perform:
  • 10 Burpee Broad Jumps.
  • 15 Air Squats.


Day 7: Rest or Recovery


  • Yoga session focused on flexibility and relaxation.



Week 3: High-Intensity Heat Stress


Focus: Push intensity to 75–85% max effort and simulate HYROX-style conditions.


Day 1: Functional Training


  • Warm-Up:
  • 10-minute jog or cycle in heat.
  • 2 rounds of:
  • 10 Kettlebell Swings.
  • 5 Burpees.
  • Main Workout:
  • Sled Push: 6 x 20m @ HYROX Pro weight (105kg women, 165kg men).
  • Sled Pull: 5 x 20m @ Pro weight.
  • 15-minute AMRAP:
  • 15 Wall Balls.
  • 10 Sandbag Lunges.
  • 10 Dumbbell Snatches.


Day 2: Interval Running


  • Workout:
  • 8 x 400m sprints in heat (~85–90°F) at 80–85% effort.
  • Rest 90 seconds between sprints.


Day 3: Active Recovery


  • Foam rolling and light walking for 20–30 minutes.
  • Optional cold immersion therapy.


Day 4: Full HYROX Simulation


  • Workout:
  • 1,000m SkiErg.
  • 1km Run.
  • Sled Push: 4 x 20m.
  • Sled Pull: 4 x 20m.
  • 1,000m Row.
  • 50 Wall Balls.


Day 5: Strength & Core


  • Main Workout:
  • Deadlift: 5 x 5 @ 75–80% 1RM.
  • Barbell Front Squat: 4 x 8 @ 70% 1RM.
  • Hanging Leg Raises: 3 x 15.


Day 6: Heat-Tolerant Conditioning


  • 10 Rounds:
  • 200m Run.
  • 10 Sandbag Lunges.
  • 15 Wall Balls.


Day 7: Rest or Recovery



Week 4: Full Simulation and Testing


Focus: Mimic race-day conditions, fine-tune pacing and strategies, and assess how well heat adaptations have taken effect. This week incorporates a full HYROX simulation workout and strategic recovery to prepare you for peak performance.


Day 1: Functional Strength + Core


  • Warm-Up:
  • 10 minutes light jogging in a warm environment (~85–90°F).
  • Dynamic stretches: arm swings, high knees, hip openers, and walking lunges.
  • 2 x 20-second plank holds with shoulder taps.
  • Main Workout:
  • Sled Push: 6 x 20m @ HYROX Pro weight (105kg for women, 165kg for men).
  • Sled Pull: 6 x 20m @ HYROX Pro weight.
  • Farmer's Carry: 3 x 50m with kettlebells (20kg/32kg).
  • Sandbag Walking Lunges: 4 x 15 steps/leg (20kg/30kg sandbag).
  • Core Finisher:
  • Hanging Leg Raises: 3 x 15.
  • Weighted Russian Twists: 3 x 20 (10/side).
  • Heat Exposure:
  • Optional: 15 minutes in a sauna post-workout to maintain heat adaptations.


Day 2: Heat Simulation Run


  • Warm-Up:
  • 5 minutes easy jog + dynamic stretches.
  • Main Workout:
  • 10km steady-state run in hot conditions (~85–90°F).
  • Hydration every 2km: 100–200mL water or electrolyte drink.
  • Maintain conversational pace (~70% max HR).
  • Cool-Down:
  • 10 minutes light stretching and foam rolling.
  • Apply a cold towel to the neck and face post-run.


Day 3: Active Recovery


  • Optional Recovery Session:
  • 30 minutes light cycling or swimming at a relaxed pace.
  • Foam rolling and mobility work focusing on hamstrings, quads, shoulders, and hips.
  • Incorporate breathing exercises to support relaxation and recovery.


Day 4: Full HYROX Simulation


  • Warm-Up:
  • 10 minutes incline treadmill walking or light jogging.
  • 2 rounds of:
  • 10 Wall Balls (6kg for women, 9kg for men).
  • 10 Sandbag Lunges.
  • Main Workout (Complete HYROX Simulation):
  • 1,000m SkiErg.
  • 1km Run.
  • Sled Push: 4 x 20m @ HYROX Pro weight.
  • Sled Pull: 4 x 20m @ HYROX Pro weight.
  • 1km Run.
  • 1,000m Row.
  • Farmers Carry: 200m @ Pro kettlebell weight.
  • Sandbag Walking Lunges: 30m @ 20kg/30kg.
  • 1km Run.
  • 100 Wall Balls (6kg/9kg).
  • Post-Workout Cool-Down:
  • Stretching for 10 minutes focusing on lower body and shoulders.
  • 10–15 minutes cold water immersion or ice bath for recovery.


Day 5: Strength Maintenance


  • Warm-Up:
  • 5 minutes light cycling or jogging.
  • Dynamic stretches and banded warm-up for activation (e.g., lateral walks, glute bridges).
  • Main Workout:
  • Back Squat: 4 x 6 @ 70–75% 1RM.
  • Deadlift: 4 x 5 @ moderate weight (75% 1RM).
  • Barbell Step-Ups: 3 x 8/leg with moderate weight.
  • Dumbbell Thrusters: 3 x 12 @ 35lbs/50lbs.
  • Accessory Work:
  • Weighted Plank Hold: 3 x 30 seconds.
  • Seated Calf Raises: 3 x 15.


Day 6: Conditioning Intervals


  • Workout:
  • 8 rounds of:
  • 200m Run at 85–90% effort.
  • 12 Burpee Broad Jumps.
  • 15 Wall Balls (6kg/9kg).
  • Rest 90 seconds between rounds.
  • Post-Workout Recovery:
  • Light stretching or foam rolling for 10 minutes.
  • Hydration with electrolyte replacement.


Day 7: Recovery and Mobility


  • Active Recovery Option:
  • 30-minute walk or light yoga session focusing on flexibility and relaxation.
  • Foam rolling for any tight areas.
  • Optional cold water immersion for 10 minutes to support recovery.


  • Simulation Focus: Day 4's full HYROX simulation is a critical assessment of heat adaptation and performance. Track times for each segment to evaluate pacing and recovery needs.


  • Hydration Strategy: Emphasize hydration protocols during runs, simulations, and post-workout recovery. Use electrolyte-rich fluids to replace sodium, potassium, and magnesium lost through sweat.


  • Recovery Importance: Utilize active recovery days, cold immersion, and foam rolling to balance the higher intensity of Week 4 and prevent overtraining.





References

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  • Castellani, J. W., & Young, A. J. (2016). "Human physiological responses to cold exposure."
  • Ihsan, M., Watson, G., & Abbiss, C. R. (2016). "Post-exercise cooling modalities: A mechanistic approach."
  • Tipton, M. J. (2006). "The physiology of cold exposure."
  • Jones, P. R., & Barton, C. (2018). "Heat acclimation for endurance athletes."
  • Sawka, M. N., et al. (2015). "Human adaptations to heat stress."
  • Nybo, L., & Nielsen, B. (2001). "Hyperthermia and central fatigue."
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  • Chris J. Esh et al, "A Review of Elite Athlete Evidence-Based Knowledge and Preparation for Competing in the Heat". https://link.springer.com/article/10.1007/s42978-024-00283-y