In the photo, two students chosen for the award appear to be naked, posing behind a tree.
Portales High School Assistant Principal Garrick Matthews says students were trying to be humorous but it didn't go over well with some who saw the yearbook.
Matthews says the district has received numerous complaints.
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The district says from now on, another set of eyes will be viewing the yearbook before it's published.