Correctedness is trivial. The kd-trees report all \(r \in R\) with \(x_{\min} \leq q_x\land x_{\max} \geq q_x \land y_{\min} \leq q_y \land y_{\max} \geq q_y\). This is equivalent to reporting all rectangles intersecting our point, and the proof is complete.