Panama 2026: playback experiments, sound cameras, and field days

Fri, 28 Aug 2026 00:00:00 GMT

Field Note

My 2026 field season did not look like fieldwork every day. Most of my time was spent indoors in the Gamboa lab: recording vampire-bat groups, checking calls, running playback experiments, and building the analyses that connect a vocalization to a caller and a response. The boat trips and forest recording days were mainly for a separate population-dialect project—and were a smaller, but especially fun, part of the season.

Most days were lab days

Three questions connected much of the lab work. I am testing whether vocal matching predicts which bat answers near the beginning of an exchange, how call combinations are organized, and what bats are doing before and after particular calls. A sound camera estimates where a call originated; synchronized video can then help associate it with a candidate caller and behaviour. This lets us ask questions such as which bat called, who responded, and whether a bat approached after hearing a particular call.

Your browser does not support embedded video. The caption below describes the recording.

The grayscale panel shows the bats interacting while coloured localization markers estimate where each detected call originated. Synchronized acoustic channels and spectrograms appear at right. Aligning these streams lets us associate calls and call combinations with candidate callers and behaviours such as approach, contact, or withdrawal. The source recording retains its playback controls and audio.

Alongside these recordings, I ran playback experiments to test candidate call functions and measure how bats respond to different calls. The screen recording below shows one analysis tool: a timeline that aligns playback-channel detections with calls from three bats. Zooming moves from an entire night to short response windows, and hovering over a detected call displays its spectrogram.

Your browser does not support embedded video. The caption below describes the visualization.

An interactive playback-session timeline. Rows represent three recorded bats and the playback channel; selecting and zooming into events reveals their timing and a fixed-window spectrogram. The web version is silent because the source screen recording contained only low-level background audio, not the experimental playback signal. This visualization documents an analysis workflow rather than a result.

Indoor sound-camera setup for associating calls with candidate callers in synchronized video.

Outdoor configuration of the same acoustic-localization system.

The vocal-matching, call-combination, sound-camera, and playback analyses are still in progress. The recordings can motivate hypotheses about addressing or call function, but those interpretations require explicit behavioural tests and suitable controls.

Field days: the dialect project

The field component focused mainly on collecting recordings for a comparative study of vocal variation among geographically separated vampire-bat populations. The goal is to test whether populations differ in call acoustics or sequence organization—not to assume in advance that every difference is a socially learned dialect.

Reaching the recording sites sometimes meant travelling by boat or walking through forest, then checking call spectrograms while we were still in the field. These days were only one part of the season, but they were where most of the adventures happened.

Arriving by boat at a recording area in central Panama.

Walking through Soberanía National Park on the way to a sampling area.

Checking bat-call spectrograms during a field recording session.

What comes next

I am now validating caller assignments, analysing vocal matching and call combinations in their behavioural context, comparing recordings across populations, and working through the playback responses. I will post the results as each analysis becomes ready to share.

For the developing scientific details, see Vampire-Bat Vocal Matching and Exchange Initiation and Mapping Bat Calls Back to Behaviour.

Launching Animal Chatter

Thu, 19 Mar 2026 00:00:00 GMT

Animal Chatter is the public home for my research on animal communication, bioacoustics, vocal learning, and vocal sequences.

This blog is where I will share Field Notes, Project Updates, Reading Syntheses, and Methods & Tools. Expect short posts with photographs, figures, videos, and questions from work in progress.

When a result is preliminary or an interpretation may change, I will say so directly and link to the relevant project or publication.