grammatical number - Plural form after "with" (common property of multiple objects)

When I describe several objects with a common property, do I denote that property in the plural like:

several samples with large surface areas

or do I use the singular form, since it's one property each?

several samples with large surface area

What is the corresponding rule I could look up for these cases?