The speaker in "the tropics in New York" weep at the end of the poem because He is overwhelmed with nostalgia for the home of his past.
In "The Tropics in New York," is known to be a poem that tells about the memories of the speaker.
The reason why I think the speaker weeps is that The poet is trying to remembering her homeland and as such, he weeps because she misses it.
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