  In this article we consider orthonormal systems consisting of tensor products
of splines. We show some convergence results of the corresponding orthogonal
series including a.e. convergence and unconditional convergence in $L^p$ for
$1<p<\infty$, where the latter is proved under some geometric conditions on the
involved partitions that depend on the spline order.
