Yes! Any physical object, including a large tree, can interfere with your broadcast signal if they stand directly between the antenna and its source. Wet leaves can be particularly disruptive, as the water makes them even more prone to reflect signals and create noise. This is frequently less of an issue than indoor alternatives since they are often placed high up on the roof, but you may want to consider trimming some branches if you’re having trouble receiving a nearby signal.