I grew up over there. Is it possible he drank some creek water, got sick, which then led to severe dehydration?

Again, even with all the creeks over there, he may have just missed them each time he was near. Also, it's possible he had taken some medication, had the wrong diet before the exercises, or been suffering from some other mild malady that was magnified by the stress, heat, and lack of fluids.