The range of technologies currently used in biodiversity conservation is staggering, with
innovative uses often adopted from other disciplines and being trialed in the field. We …

Wildlife monitoring is essential for conservation science and data‐driven decision‐making.
Tropical forests pose a particularly challenging environment for monitoring wildlife due to the …

Distribution shifts—where the training distribution differs from the test distribution—can
substantially degrade the accuracy of machine learning (ML) systems deployed in the wild …

Camera traps deployed in grids or stratified random designs are a well‐established survey
tool for wildlife but there has been little evaluation of study design parameters. We used an …

Camera traps have become a ubiquitous tool in ecology and conservation. They are
routinely deployed in wildlife survey and monitoring work, and are being advocated as a tool …

Wildlife is an essential component of all ecosystems. Most places in the globe do not have
local, timely information on which species are present or how their populations are …

The ability to directly monitor animal populations across time and space is a key element of
wildlife conservation and management, but logistically difficult to achieve. Photographic …

Camera traps are a widely used tool in wildlife research and conservation, but in situ factors
such as theft, poor performance in extreme environments and damage by wildlife may be …

Animal density is a fundamental parameter in ecology and conservation, and yet it has
remained difficult to measure. For terrestrial mammals and birds, camera‐traps have …

Commercial camera traps (CTs) commonly used in wildlife studies have several technical
limitations that restrict their scope of application. They are not easily customizable, unit …