Researchers studied the National Coronial Information System and identified 38 deaths from 2001-2018 where exercising in heat was a causal or contributory factor.
They found two groups of people were most at risk: men aged 15-45 and international visitors.
All states and territories recorded at least one death, with Western Australia recording the most with seven fatalities.
Lead researcher Dr Lauren Fortington said education was crucial in reducing the number of heat-related deaths linked to sports and recreation.
“This is the first study of its kind in Australia and the results confirm while such deaths are rare, they occur with enough regularity to warrant renewed attention toward their prevention,” she said.
“The 38 fatalities identifiable within the NCIS database is strong justification for a rethink on prevention strategies, particularly given for every exertional heat fatality, there are likely to be several near miss cases.”
Of the 38 deaths examined, only two occurred during organised sport. The remaining 36 were during recreational activities, 27 of which were hiking.
Dr Fortington said people were more at risk when the temperature was listed as high, with high humidity.
"Many strategies such as carrying enough water and registering trips with local authorities rely on individuals knowing, and doing, the right thing.
“A reasonable proportion of people might not view hiking as a high-risk activity,” she said.
“And while international visitors are at-risk, so too are local tourists: almost half of the cases occurred in a state that was not the home residence of the deceased.
“This emphasises the importance of knowing and being suited to the local conditions and emergency services.”
The study revealed a lack of awareness of the symptoms of heat-induced illness played a part in fatalities.
Early symptoms can include headache, dizziness, tiredness, muscle cramps, irritability, thirst, bright or dark yellow urine, loss of appetite and fainting.
Twenty-two of the cases recorded when symptoms first emerged; of these, in nine instances the time between noticing symptoms and death was greater than five hours.