Maryland Sens. Barbara A. Mikulski and Ben Cardin called Wednesday for the Federal Emergency Management Agency to adjust its flood plain maps for Ocean City, arguing that residents there are unnecessarily facing high insurance costs.

The two Democrats said in a letter to the agency on Wednesday...