where j is a mother-specific fixed effect. 
These models control for time-invariant characteristics of both neighborhoods and mothers, so that the effects of pollution are identified by variation in pollution at a particular monitor between pregnancies. 
Much of this variation is driven by changes in pollution levels over time,due to air quality regulations, and within the year, due to seasonal patterns in pollution and unpredictable variations in human activity.