There aren't any special instructions for this because starting from scratch is starting from scratch. Installing an image onto the card is the same regardless of whether the card is "blank" because it is new (actually, I've never seen one come truly blank; they are usually pre-formatted with one big vfat partition -- you can make them truly blank but there's not much purpose to it), has been used for some other purpose previously, or contains a corrupted filesystem and/or partition table.
However, if the card is physically damaged or worn out then obviously it will not work and there is nothing you can do. This is not normally what "corruption" refers to though.
NOOBS image
just a set of files to copy to an empty card.