My father often goes fishing at the nearby river.

Literal

Father [topic-は] often nearby river [toward-へ] fishing [purpose-に] goes [polite-ます].

釣りに行く uses the purpose に pattern: [activity noun]+に+motion verb = 'go to do X.' The destination (近くの川へ) and the purpose (釣りに) are distinct elements in the sentence.