(The absolute deepest known cave on Earth is the Veryovkina Cave in Georgia, at more than 6,800 feet deep.) The Hranice Abyss is located in a limestone formation in the Czech Republic. The stone face is full of holes worn away by acidic snowmelt, leaving it Swiss cheese-like, reports Science magazine.