Discovery Channel founder John Hendricks is asking $149 million for his sprawling ranch that straddles the border of Colorado and Utah, in an area known for its red-rock canyons.

If it fetches its asking price, the property would set a new record for the region, said listing agent Kerry Endsley of LIV Sotheby’s International Realty.

On roughly...