Map of Uganda and the areas where the EWB-NE team constructed rainwater harvesting systems. Uganda’s population is 34.8 million people and it is located in east Africa north of Lake Victoria, one of the sources of the headwaters of the Nile River and the second-largest freshwater lake in the world. Kampala is Uganda’s capitol city and has a population of 1.5 million people.