It's possible for trees to impact your TV reception, especially if they are obstructing the line of sight between your TV antenna and the transmission site.
The TV signal travels in a straight line from the transmitter to the antenna and does not bend well around large objects such as trees. The signal may fluctuate in wet or windy weather. Trees can act as a barrier to the signal, with the resulting in a pixilated or frozen digital TV picture.