When you spend winters every year for a prolonged period of time in the United States you may meet the substantial presence test.
As per the US Tax Code if an individual meets a substantial presence test he or she is subject to U.S. tax on his/her worldwide income. Not a situation snowbird would love! But if you meet a substantial presence test but you have a “closer connection” to another country you would not be considered a US resident for tax purposes.