If the brown looks like a dust or film it may be diatoms.
Diatoms need silicates in the water to grow.
Silicates can come from different sources but the most common source is from tap water.
You can refer to my post For all who have nuisance algae problems. in the reef board for more information on diatoms as well as other kinds of nuisance algae.