(a) reduction with carbon.
(b) electrolytic reduction.
(c) reduction with aluminium
(d) reduction with heat alone.
(b) Sodium is extracted by electrolytic reduction.
(c) Manganese is extracted by reduction with aluminium
(d) Mercury is extracted by reduction with heat alone.