  We analyse the complexity of the class of (special) Aronszajn, Suslin and
Kurepa trees in the projective hierarchy of the higher Baire-space
$\omega_1^{\omega_1}$. First, we will show that none of these classes have the
Baire property (unless they are empty). Moreover, under $(V=L)$, (a) the class
of Aronszajn and Suslin trees is $\Pi_1^1$-complete, (b) the class of special
Aronszajn trees is $\Sigma_1^1$-complete, and (c) the class of Kurepa trees is
$\Pi^1_2$-complete. We achieve these results by finding nicely definable
reductions that map subsets $X$ of $\omega_1$ to trees $T_X$ so that $T_X$ is
in a given tree-class $\mathcal T$ if and only if $X$ is
stationary/non-stationary (depending on the class $\mathcal T$). Finally, we
present models of CH where these classes have lower projective complexity.
