Individual jaguar identification through camera trap rosette patterns enables non-invasive population monitoring with welfare advantages.
Camera trap monitoring provides conservation data without the welfare costs of capture, handling, and collaring. Individual identification through markings enables long-term population tracking that informs management decisions affecting jaguar welfare at population scale.