Oh nice, I didn't know that TIFF could handle that as well!

TIFF is almost an multidimensional array serialization format. Obviously is centered on images but it can have many layers. Usualy RGBA but they can be have other interpretations. It supports some level of streamed writting and random access over HTTP or other ranged protocols.