Here's why:
* "Brun" is the masculine singular form of brown.
* "Brune" is the feminine singular form of brown.
* "Brunes" is the feminine plural form of brown.
You would use "brunes" to describe multiple feminine nouns that are brown, such as "les chaussures brunes" (the brown shoes).