Climbing high altitudes, use of birth control pills, hormone replacement therapy, cancer, etc., are some of the other causes of blood clots in the leg. Dehydration is likely to give rise to such a condition, if the person does not consume adequate quantity of water consistently. This causes the blood to become sticky, which in turn leads to clots.