Yes, heat exhaustion can occur after long periods of exercise. So, if you are exercising a lot in the pool you can have it! Heat disorders are a group of physically related illnesses caused by prolonged exposure to hot temperatures, restricted fluid intake, or failure of temperature regulating mechanisms of the body.