 After a party internal argument about the construction of the Brokdorf Nuclear Power Plant, he resigned from his office on 25 May 1981.In the 1983 elections, Klose was elected as a member of the German Parliament, the Bundestag, for the SPD.In this position, he succeeded Herbert Wehner.