Voluntary flood insurance purchase behavior is studied in an interdisciplinary way. Flood risks in FEMA flood map affect the voluntary purchase of flood insurance. Voluntary behavior is influenced by perceptions of flood-related risks. Intensity of the local flood events in the past affects the voluntary behavior. Social factors especially income significantly affect the voluntary behavior.