Machine Learning Reveals Hidden Patterns in Pink Cockatoo Movement

Researchers deployed passive acoustic monitoring—microphones recording continuously—combined with machine-learning analysis to map how critically endangered pink cockatoos use Wyperfeld National Park. The method captures vocalizations that traditional surveys miss, exposing seasonal and daily movement patterns. This data could direct where conservation efforts like predator control or nest-box installation would matter most.