Sunday Bay is a swamp located in Nicollet County, Minnesota. It appears on the Courtland USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 978.94 feet (298.38 m) above sea level. The nearest populated place is Poor Farm Landing, approximately 1.5 miles to the SE.