Drive manufacturers, storage vendors, and cloud providers have been working on lowering opex/TCO for years. Bigger and bigger drives, helium which reduces aerodynamic drag, tiered storage where stuff is moved to slower and slower spindles the longer it goes without being accessed, for example...in some cases automatically getting pushed to tape. But you need systems to manage all that, systems that take power, have support contracts, and introduce a lot of complexity.
Eventually flash memory will get cheap enough - but flash degrades with time, too.
I can assure you they are and that there must be a number of copies available for use on any respectable supercomputer.
It just may be that the canonical source of the data is, officially, the cloud and that they release the data by uploading it.
Considering that many government records are now produced in the cloud anyway, it makes a certain sense. USGS elevation models for example are hosted on S3. Are they also on tape somewhere else?