DirtSignal updates
Preprint: Seeing Neglect
A preprint on measuring how much public aerial and street-level imagery can predict future property code violations.
Key points
- This is a preprint and has not been peer reviewed.
- The paper studies whether public imagery contains predictive signal for future property code violations.
- The manuscript is submitted for journal review; the public PDF is the author manuscript, not a publisher-formatted article.
Preprint / not peer reviewed. We have posted the author manuscript for Seeing Neglect: Measuring the Predictive Value of Public Aerial and Street-Level Imagery for Property Code Violations.
The paper asks a practical question behind DirtSignal's work: how much can public visual evidence around a property tell us about future code-enforcement risk, and where does that signal complement the public records themselves?
This version is shared as a preprint. It has not been peer reviewed, accepted, copy-edited, typeset, or published by a journal. If a final version is published later, this page will link to the formal version of record.