 In the 1920s and 30s, a major industry in Rice Township was the harvesting of ice, which was sold in both Wilkes-Barre and Hazleton.The ice industry faded with the growing popularity of the electric refrigerator.According to the United States Census Bureau, the township has a total area of , of which is land and , or 2.24%, is water.