Yes, with a permit during burning season, (January 15th through May 1). The Dover Police Department monitors air quality daily to determine whether it is safe to burn brush when all protocols are followed. Please visit the Open Burn Permits page, read carefully through the guidelines and procedures and fill out the form near the bottom of the page.
https://www.doverma.gov/533/Open-Burn-Permits