How was Hades wealthy?

Hades is the God of the dead, the Underworld, and riches. Hades' Roman name is Pluto, meaning 'wealth' or 'Rich One'.
He is the God of wealth and riches because the Underworld is believed to be under the ground. Under the ground is also where many of the earth's riches; gems, gold, silver, ore etc.. are found.