The blast happened at a Unipetrol facility in the town of Kralupy nad Vltavou, north of the capital, Prague.
"We have received information about six dead and several others seriously injured," regional fire service spokeswoman Vladimira Kerekova told CTK news agency.
The cause of the explosion is not yet known.