Rice Lake is located at 45°30'21" North, 91°44'16" West (45.506111, -91.737778).
According to the United States Census Bureau, the city has a total area of 9.66 mi2 (25.03 km2). 8.63 mi2 (22.36 km2) of it is land and 1.03 mi2 (2.68 km2) of it is covered by water. The total area is 10.69% water.
Rice Lake is located in the Central Standard Time (CST) timezone, GMT-06:00. It observes Daylight Saving Time (DST).