Table 3.

Model A regression results for tree canopy size and tree canopy coverage.

Variable GroupVariableUnstandardized CoefficientsStandardized CoefficientstSig.
BStd. ErrorBeta
(Constant)5.222.30117.374.000
CountyGeauga.003.051.001.051.959
Lake.069.015.0704.482.000
Lorain−.055.013−.078−4.251.000
Medina−.073.018−.074−4.046.000
Summit−.158.015−.165−10.797.000
HouseLot Size Natural Log.114.007.25717.474.000
Living Size Natural Log.404.017.33423.570.000
Number of Rooms.016.003.0684.907.000
Number of Bathrooms.132.008.17315.576.000
Built Year 2010.028.008.0403.296.001
Built Year 2011.023.011.0292.137.033
NeighborhoodPopulation Density / 1000.022.003.1158.445.000
Bachelor’s Degree Percent.007.001.1477.679.000
Graduate School Degree (MA, PH, PRO) Percent.012.001.21711.289.000
Vacant Housing Units Percent−.002.001−.019−1.473.141
Renter Occupancy Percent.002.000.0795.366.000
Housing Burden (Mortgage) over 35%.006.001.0846.984.000
SchoolsDesignation Effective.008.019.009.431.666
Designation Excellent.030.019.0411.639.101
Designation Excellent with Distinction.034.018.0501.848.065
Teacher’s Bachelor’s Degree Rate.020.003.0847.337.000
AccessAccess to the Nearest Highway Ramp (Mile)−.037.009−.147−4.255.000
Access to the Nearest Highway Ramp (Mile) Square.006.001.1464.336.000
Access to the Nearest County Seat (Mile).037.004.4548.508.000
Access to the Nearest County Seat (Mile) Square−.002.000−.382−7.280.000
Job Accessibility Index.00024.00015.0181.525.127
CanopyCanopy Square Natural Log.010.003.1053.996.000
Canopy Percent Natural Log−.024.007−.093−3.650.000
  • Adjusted R-squared: 0.689 / F: 244.423