Attempting to remove 3 bytes from the block header would likely render all ASIC mining hardware worthless, at a saving of 200kB per year of disk space.
(compression seems very underutilized)
Most of the contents of the block chain are hashes (uncompressible) and ECDSA signatures (uncompressible).