To cut a tree or tall structure down by repeatedly striking it with an axe or other blade until it falls.
"They had to chop down three old oak trees to make room for the new road."
I cannot tell a lie — I chopped down the cherry tree.
— Attributed to George Washington (historical anecdote, widely cited though likely apocryphal)