According to the High Altitude Doctor (formerly Institute for Altitude Medicine) you need to drink an additional 1 - 1.5 liters of water per day when in high altitude. If you go too overboard on drinking water, it could cause a sodium imbalance and lead to hyponatremia, which is not fun.