The contest was held on the 119th anniversary of Hemingway's birth and is a highlight of the annual Hemingway Days celebration.
Judged by former winners, the contest attracted 151 entrants. Semifinalists included entrants from Australia, Norway, and Ontario, Canada.
Groover said he shares Hemingway's love of fishing and hunting, and has written a book, "My Delicious Life with Paula Deen."