Take your camera to capture the beautiful cascades of Alafoss Waterfall. If it's raging, you may be able to feel the mist on your skin.
To visit this cascade of water, head to Mosfellsbær. There are loads of other worthwhile attractions in this area, such as Reykjavik City Museum, Reykjavik Park and Zoo, and Arbaejarsafn.