When you travel with your pet, keeping tabs on the weather can help you make the trip more safe and fun for everyone. The hottest months are usually February and January with an average temp of 80°F, while the coldest months are July and August with an average of 72°F. The rainiest months in Gulu are April, October, August, and May, with each month seeing an average of 9 inches of rainfall.