Stuart A. Mackenzie

This paper introduces a framework to scale BirdFlow models to 153 North American migratory bird species using integrated data, achieving biologically realistic movement predictions.

The paper shows that tree swallow populations have similar sensitivity to temperature but differ in vulnerability due to timing constraints and exposure to warming.