Citorah says

Renfe runs trains from Barcelona Sants to Girona, to Figueres and, for Tarragona, to Camp de Tarragona.

From Getting Around Barcelona 2026: Airport, Metro, Taxis, Hire Cars, and the Day-Trips by Train, under “Day-trips by train (no car needed)”.

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