The words that are incorrectly capitalized are fall and autumn.
Capitalized or capitalization refers to those words' whose first letter is written in the capital letter that in the uppercase. Generally, those words in the starting of the sentences are capitalized.
In the above passage, the terms like "New England" and "United States" are the names of the countries; that is why they are capitalized. Therefore, it can be concluded that fall and autumn are incorrectly capitalized.
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