The cyclic redundancy check (CRC) is a method to make sure data read from a floppy disk is ok. (Actually this CRC is used in many places, like communications, CD and DVD's, tapes and even memory). So the floppy drive was not able to read the disk properly.
There can be many reasons for this, but in your case it is probably one of these:
1. The read/write head of the disk is dirty. Go to a computer store and buy a floppy drive cleaner set. Or disassemble the drive and clean the heads with alcohol. Or buy a new drive - floppy drives are cheap.
2. The diskette is bad. Either the magnetically stored data is destroyed or the medium is bad. The data may be destroyed by leaving the diskette near strong magnetic fields (speakers for example), or it may be destroyed by old age. The magnetic information deteriorates with time, and with each time it is read. In fact a floppy drive should regularly be rewritten to refresh the magnetic signal. Another point is that the surface of the magnetic layer is vulnerable to moisture. Not only does that deteriorate the magnetic signal but (worse) this creates a film of dirt which aggregates on the read/write head of the floppy drive. That's why you need to store your floppies in a dry environment.
So, in a nutshell: clean the floppy drive regularly. Regularly diskcopy the floppies on themselves. Store them in a dry environment, away from magnetic fields.