It was not yet known how many people were aboard the single-engine SOCATA TBM7, the Federal Aviation Administration said in a statement.
The agency said the aircraft departed from the Des Moines International Airport with a destination of the Anoka County-Blaine Airport, located in another Minneapolis suburb.
The National Transportation Safety Board is investigating.
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