Openness and collaboration go hand in hand. Scientists at PNNL are working with the Frictionless Data team at Open Knowledge International to ensure collaboration on data analysis is seamless and their data integrity is maintained.
You might also want to look at our DataLad project which uses git and git-annex underneath.
I had not run across git-annex before. That sounds really cool.