Many people are tempted to drop their flood insurance when it is no longer required by the bank. However the risk is still there, just reduced. When your home is moved on the map to a lower-risk zone the pricing for flood insurance is much lower too.
http://www.nytimes.com/2011/06/24/us/24flood.html?_r=1&partner=rss&emc=rss