  We compute the algebraic $K$-theory of some classes of surfaces defined over
finite fields. We achieve this by first calculating the motivic cohomology
groups and then studying the motivic Atiyah-Hirzebruch spectral sequence. In an
appendix, we slightly enlarge the class of surfaces for which Parshin's
conjecture is known.
