There's a lot of longing in star gazing, I think, at least for me. I'd imagine that one would probably either feel a kinship to trees, or the word 'reaching' was tumbling around in one's mind, to connect the two. There's also the mythic quality to the sky and the earth as lovers, though the common gender assumptions in that match are likely reversed in the case of the poem.