Let $A$ be a matrix over a field $k$ with columns indexed by $E$. The following operations do not change the represented matroid $M[A]$: applying an invertible row operation, deleting a zero row, adjoining a row that is a linear combination of existing rows, and multiplying columns by non-zero scalars.