AMSTERDAM—A section of Amsterdam’s Schiphol airport reopened Tuesday night after being evacuated earlier in the day on reports of a “suspicious man.”

The man, who wasn’t identified, was arrested, but Dutch police said they didn’t find any dangerous substances in his luggage.

“We got a call from someone at the airport saying there is a suspicious...