Philip Jose Farmer's The Dungeon Vol. 2

Neville Folliot, a 19th century explorer, goes missing and his brother Clive sets out to find him. He stumbles across "The Dungeon", a place of strange atmospheric conditions, beings from distant galaxies and hidden pockets of time.