HDFView is a useful utility for browsing and manipulating HDF5.
Note that there is currently a minor bug with the Ubuntu
packaging, so you may need to install default-jre
and by hand.
I've packaged HDFView for Gentoo in my overlay,
just install my ovelay and emerge dev-java/hdf-java
with
USE=hdfview
.