Charlotte Harbor, Florida: Tabby House Books, 1995. First Edition, First Printing. Fine Hardcover in a Fine Dust Jacket. The city is in the northern suburbs of the Orlando-Kissimmee-Sanford Metropolitan Statistical Area. founded by Thomas C. Simpson and four other Massachusetts businessmen, gave the area its present name: Altamonte Springs.