Taking into account the local weather in Ellendale is an important factor for planning your visit, especially if you plan to spend your trip poolside. The hottest months are usually January and February with an average temp of 60°F, while the coldest months are August and July with an average of 47°F. Average annual precipitation for Ellendale is 27 inches.