Still other areas have low temperatures, especially at the peaks of some mountains. Mauna Kea, on the Big Island of Hawaii, peaks at over 13,700 feet and can get snowfall, frost, and ice. The hottest place in Hawaii is also on the Big Island. Pahala is located at just 870 feet above sea level.