The relationship between tree canopy and crime rates across an urban-rural gradient in the greater Baltimore region

By Austin Troy, J. Morgan Grove, and Jarlath O’Neill-Dunne

Baltimore, MD (May 24, 2012)- The extent to which urban tree cover influences crime is in debate in the literature. This research took advantage of geocoded crime point data and high resolution tree canopy data to address this question in Baltimore City and County, MD, an area that includes a significant urban-rural gradient.

Read more of the article below.
Register for a free webinar with one of the authors of this study here.

Using ordinary least squares and spatially adjusted regression and controlling for numerous potential confounders, researchers found that there is a strong inverse relationship between tree canopy and our index of robbery, burglary, theft and shooting. The more conservative spatially adjusted model indicated that a 10% increase in tree canopy was associated with a roughly 12% decrease in crime. When tree cover was broken down by public and private ownership for the spatial model, the inverse relationship was found continued in both contexts, but the magnitude was 40% greater for public than for private lands.

Researchers also used geographically weighted regression to identify spatial non-stationarity in this relationship, which they found for trees in general and trees on private land, but not for trees on public land. Geographic plots of pseudo-t statistics indicated that while there was a negative relationship between crime and trees in the vast majority of block groups of the study area, there were a few patches where the opposite relationship was true, particularly in a part of Baltimore City where there is an extensive interface between industrial and residential properties. It is possible that in this area a significant proportion of trees is growing in abandoned lands between these two land uses.

Related Resource:
The relationship between tree canopy and crime rates across an urban-rural gradient in the greater Baltimore region
Growing Safer Communities: More Trees, Less Crime
Trees Make Safe Communities
More Trees = Less Crime
Greener Neighborhoods are Safer Communities