High Quality Content by WIKIPEDIA articles! By damming Walnut Creek in 1903, Mormon settlers created Rainbow Lake. Eventually, the settlement grew into the Town of Lakeside, now incorporated as the Town of Pinetop-Lakeside. Despite now being surrounded by homes, Rainbow Lake remains open to the public for fishing, boating, bird watching or just enjoying the outdoors.