According to the United States Census Bureau, the township has a total area of 35.9 square miles (92.9 km²); 35.8 square miles (92.7 km²) of it is land and 0.1 square miles (0.1 km²) of it (0.14%) is water.
Part of the city of Walnut Grove is located in Springdale Township.