arundel-on-the-bay (also referred to as "aotb") is a former post village and resort area in anne arundel county, maryland, united states, located approximately southeast of annapolis. arundel on the bay is located on a peninsula known as the annapolis neck and is a peninsula in and of itself, bordered on the east and south by the chesapeake bay, and by fishing creek on the west.