Improve sampling code
Rewrite/refactoring of sampling + saving

Now saving data with pytables.
Sampling seems to work -- some tests needed though.
Add creation of sampling file to preprocess

preprocess now creates a file for sampling,
including the masks, and empty tables for land cover counts
and head counts of animals.