Environment Protection Authority Victoria (EPA) advises that periods of poor to very poor air quality are likely in Brooklyn on Thursday 8 September.
The Bureau of Meteorology has forecast strong northerly winds, which can often result in raised levels of dust accumulation in the air.
EPA has contacted industry in the area and urged it to implement dust management plans to ensure businesses do not contribute to poor air quality in the area.