  We study the behavior of geometric Picard ranks of K3 surfaces over the
rationals under reduction modulo primes. We compute these ranks for reductions
of smooth quartic surfaces modulo all primes $p<2^{16}$ in several
representative examples and investigate the resulting statistics.
