Bates Lake Arroyo is a stream located in Las Animas County, Colorado. It appears on the Hidden Valley Ranch USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,339.40 feet (1,627.45 m) above sea level. The nearest populated place is Simpson, approximately 7.4 miles to the SE.