In this video Matt Cutts from google explains why SEO rankings change over time. Basically, if you publish a new page it often gets a bump in the beginning. But over time if that page does not attract links, social shares/mentions or get comments it is most-likely going to fall in the rankings.
In this video Matt describes this process in-depth and the rational behind it.