Try to avoid memory duplication
MISC: be future-proof with nibabel

We are accessing a private attribute of nibabel
Bug in previous commit
ENH: MonkeyPatch gzip to have larger chunk size

See discussion in https://github.com/nipy/nibabel/issues/209