# Examining the Effectiveness of Automated Acoustic Recording Units for Recording Predator‐Related Disturbances in Colony Nesting Birds: A Case Study

## TL;DR

This study tests if automated sound recorders can reliably detect predator disturbances in bird colonies, finding they work well for major events but miss some minor ones.

## Contribution

The study is among the first to validate ARUs for detecting behavioral disturbances in colony-nesting birds.

## Key findings

- ARUs accurately detected major predatory disturbances comparable to human observers.
- ARUs had slightly lower success in detecting minor disturbances due to lack of visual cues.
- ARUs offer a cost-effective and scalable alternative for monitoring remote bird colonies.

## Abstract

As habitat destruction and human expansion pushes wildlife to ever shrinking habitats, new methods are needed to monitor and assess the impacts of disturbances on ecosystems. Automated recording units (ARUs) may provide a cost effective and minimally invasive way of monitoring disturbances and behavioral responses under these changing conditions. ARUs are gaining prominence in avian research, replacing in‐person observers in various surveys and in tracking the movement of individual birds. Researchers have investigated the reliability of ARUs in these studies, but investigations into their reliability in detecting behavioral events are lacking. The main objective of this case study is to investigate if disturbance data from predation events in Ardea herodias fannini (heron) colonies can adequately be obtained from bioacoustics recordings and used in research to substitute for in‐person observations. ARUs were placed at two heron colonies and accompanied by in‐person observers. Both sources recorded minor or major predatory disturbances to the colonies with minor disturbances being a single heron responding and major disturbances being multiple herons responding. The records of detected disturbances from each observation method were compared. We found that ARUs were able to distinguish major disturbances from other calls. There was no considerable difference between major disturbances detected by ARUs or by in‐person observers. However, the ARUs did have marginally less success when trying to detect minor disturbances. This was attributed to ARUs providing purely auditory cues as opposed to some visual cues that human observers occasionally rely on. When monitoring remote colony nesters with distinct auditory calls, ARUs can provide a cost effective and scalable substitute for in‐person observers. These data can be easily repurposed for other research questions, stored for long‐term studies to find gradual changes in behavior, or used to study unexpected or rapid changes to an environmental variable.

Automated recording units (ARUs) have soared in popularity within the field of avian research and have been used in various studies to replace human observers when collecting data. There is, however, a lack of research into the actual reliability of ARUs when compared to in‐person observers, especially when investigating avian behavior. This case study investigated this by examining how ARUs and in‐person observers compare when detecting predatory disturbances in colony nesting birds and found that ARUs can substitute for in‐person observers.