The highest point is the Jedlina hill at 617 m (2,024 ft) above sea level.

After the Hluboký Castle became an abandoned ruin around 1500, the village became part of the Velká Bystřice estate.

In 1827, ironworks and smelters were founded here and the settlement of Mariánské Údolí was established.

The railway forms the axis of the municipality and there are five stations and stops: Hlubočky-Marianske Údolí, Hlubočky zastávka, Hlubočky, Hrubá Voda zastávka and Hrubá Voda.

[8] An architecturally valuable building is the Hrubá Voda train station.