You may want to consider a place to stay with an outdoor swimming pool if you will be visiting Dolores in the hottest months of January, February, or December when the average temperature is 71°F. Lodging with an indoor pool may be the way to go if you are visiting during the coldest months of July, June, or August when the average temperature is 50°F.