Refers to fish that has been preserved with salt. A straightforward noun with no special usage restrictions.
この地方では塩物がよく食べられている。
Salted fish is often eaten in this region.
Compound of 塩 (shio, 'salt') and 物 (mono, 'thing'). The exact historical derivation is uncertain, but the spelling is conventionally associated with the meaning.