Computational Urban Ecology of New York City Rats

Area of Science:

• Urban ecology
• Animal behavior
• Bioacoustics

Background:

• Urban rats are highly adaptable and prevalent in cities.
• Their daily lives and behavioral strategies remain poorly understood.
• Despite mitigation, rats persist in urban environments.

Purpose of the Study:

• To investigate the daily lives and behavioral strategies of urban rats.
• To apply advanced AI techniques to study rat movement and social communication.
• To bridge the gap between lab-based rodent cognition and urban ecological studies.

Main Methods:

• Fieldwork on free-ranging rats in New York City.
• Utilized thermal imaging and ultrasonic audio recordings.
• Applied artificial intelligence for high-resolution movement analysis and 3D environment reconstruction.

Main Results:

• Captured detailed movement patterns of urban rats.
• Generated 3D reconstructions of rat foraging environments (subways, streets, parks).
• Characterized social vocalizations and compared them to existing literature.

Conclusions:

• This study provides novel insights into urban rat behavior and ecology.
• Developed a framework for applying AI and advanced recording techniques to urban wildlife.
• Laid the groundwork for future research on urban rodent cognition in naturalistic settings.