WTSS is a lightweight web service for handling remote sensing imagery as time series. Given a location and a time interval you can retrieve the according time series as a JavaScript array of double values.
If you want to know more abot WTSS service, visit the TerraLib GeoWeb Service homepage.
There are also client APIs for other programming languages: R and Python.