Many of the demonstrators ignored an official deadline on Wednesday to leave their protest camp, and some set fire to makeshift wooden structures.
A federal judge has rejected a request by two Native American tribes for an emergency order blocking the pipeline.
The two tribes say the pipeline creates a risk of water pollution and endangers sites they consider sacred.
President Trump has signed an executive order authorising the Dakota Access Pipeline to proceed.