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 by hand.

HDFView is packaged for Gentoo in the science overlay, just install the science overlay and emerge dev-java/hdf-java with USE=hdfview.

HDFView screenshot