North Dakota spring flooding - Red River claims

First time homeowner in Fargo area dealing with spring flood risk. The Red River floods every few years it seems. Do I need flood insurance even though Im not in a FEMA flood zone?

Looking for advice from people who have dealt with the spring floods. What insurance setup worked for you?