Firefighters were called to a chemical leak in Yuen Long in the early hours of Sunday, with people in the area urged to close their windows.
The incident involved oil tanks on Wang Lok Street, and Fire Services Department officers were called in just before 1am.
"Members of the public who are being affected by the smoke and an unusual odour carried by the wind are advised to close their doors and windows and stay calm," a government statement said.