We have the same issue in my city with respect to areas lacking trees.

The trees in the more affluent areas tend to be better maintained by property owners, and replacement trees are planted when trees are lost in ice and wind storms.

The city's forestry department is working on a long-term solution to this problem but it takes time to grow trees.