At the Earth's Core, First Novel of the Pellucidar Series

Adventure first published in 1914. According to Wikipedia: "Edgar Rice Burroughs (1875 – 1950) was an American author, best known for his creation of the jungle hero Tarzan and the heroic John Carter, although he produced works in many genres."