Mariano Goybet was born in Zaragoza, Spain. He was the son of Pierre Jules Goybet (1823–1912), an industrialist and Marie Bravais, niece of the physicist Auguste Bravais. One of his grandmothers was Louise de de Mongolfier niece of the Montgolfier Brothers inventors of the hot air balloon.