The Budget for Fiscal Year selection criteria can be used to narrow down which fiscal year budgets will be included in the output.
The master list of Fiscal Years is maintained on the Admin >> Setup >> Fiscal Years screen.
The selections available in this control will include all Fiscal Years defined in your system.