Urban Planning
Geographic Information Systems (GIS)

Up-Zoned Out: Geographically Weighted Regression Analyses of Up-Zonings in Brooklyn (2013-2019)

Project by: Annika Nina Yu & Lance Mikhail Punay

Class: Advanced Spatial Analysis

Faculty: Alanna Browdy & Dan Froelich

Year: 2023

New York City policymakers have looked to rezoning as a means to address the housing crisis.

Up-Zonings in particular, which increase development capacity, are seen as crucial in this effort. The trend of Up-Zoning, however, has not always been equitable, notably being associated with demographic changes and displacement.

To examine the relationship between Up-Zoning and demographic and housing changes, comprehensive spatial analyses using Geographically Weighted Regressions were conducted in ArcGIS Pro. The study found that Up-Zoning did not strongly correlate with any particular demographic or housing variables, which in turn contrasts with the prevailing view of up-zoning as a "silver bullet" for urban issues.

How have varying demographic and housing characteristics of neighborhoods changed relative to Up-Zoned areas in Brooklyn, New York from 2013-2019?
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