The group, which landed on the holiday island earlier this week, were kept huddled together at the waterside while beachgoers were separated from them, Spanish newspaper El Mundo reported.
The Red Cross arrived and quickly established a cordon separating the group from the nearby nudists, then began taking their temperatures while wearing protective gear such as breathing masks and gloves.