"Field" is a concept in physics that is borrowed from mathematics, and I think a rigorous definition of a field in mathematics is required.
Consider this:
"A ring is a set X together with two internal operations (x,y) -> xy and (x,y) -> x+y, called respectively multiplication and addition, such that X is an Abelian group under addition, and that multiplication is associative & distributive with respect to addition … if there exists an element e such that ex = xe = x, for all x in the set X, then the ring is a ring with identity. … A ring with identity is called a field if all of its elements except zero (neutral element of addition) are regular (invertible & non-singular)."
{Slightly edited for form by me; Analysis, Manifolds & Physics; Yvonne Choquet-Bruhat, Cecile DeWitt-Morette & Margaret Dillard-Bleick, North Holland Publishing, revised edition 1982, page 8}
It is not much of an exercise to see that the set of complex numbers is a mathematical field, and therefore so are real numbers. A field in physics is simply a mathematical field with a physically defined quantity assigned to every element of the mathematical field (there are likely more rigorous physical definitions, but this should do for now). The real numbers used to define the coordinates in 3-dimensional space constitute a field, and the electric field strength & direction assigned to every point in that space constitute a valid physical vector field.