History. Willow Springs was so named from its position at the site of a spring, surrounded by willows.. Geography. Willow Springs is located at (36.991164, -91.967360. According to the United States Census Bureau, the city has a total area of 3.55 square miles (9.19 km 2), of which 3.53 square miles (9.14 km 2) is land and 0.02 square miles (0.05 km 2) is water. More @Wikipedia
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