Freedom to lie: How farrowing environment affects sow lying behaviour assessment using inertial sensors

•Inertial data is used to classify activity transitions in free-farrowing sows.•Additional sensors improve activity classification accuracy.•Free-farrowing sows are more prone to less controlled lying behaviour.•Farrowing is preceded by an increase in activity transition frequency.