Acoustics | WILDLABS

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Acoustic sensors enable efficient and non-invasive monitoring of a wide range of species, including many that are difficult to monitor in other ways. Although they were initially limited in application scope largely due to cost and hardware constraints, the development of low-cost, open-source models like the Audiomoth in recent years has increased access immensely and opened up new avenues of research. For example, some teams are using them to identify illicit human activities through the detection of associated sounds, like gunshots, vehicles, or chainsaws (e.g. OpenEars).

With this relatively novel dimension of wildlife monitoring rapidly advancing in both marine and terrestrial systems, it is crucial that we identify and share information about the utility and constraints of these sensors to inform efforts. A recent study identified advancements in hardware and machine learning applications, as well as early development of acoustic biodiversity indicators, as factors facilitating progress in the field. In terms of limitations, the authors highlight insufficient reference sound libraries, a lack of open-source audio processing tools, and a need for standardization of survey and analysis protocols. They also stress the importance of collaboration in moving forward, which is precisely what this group will aim to facilitate.

If you're new to acoustic monitoring and want to get up to speed on the basics, check out these beginner's resources and conversations from across the WILDLABS platform:

Three Resources for Beginners:

Listening to Nature: The Emerging Field of Bioacoustics, Adam Welz
Ecoacoustics and Biodiversity Monitoring, RSEC Journal
Monitoring Ecosystems through Sound: The Present and Future of Passive Acoustics, Ella Browning and Rory Gibb

Three Forum Threads for Beginners:

AudioMoth user guide | Tessa Rhinehart
Audiomoth and Natterjack Monitoring (UK) | Stuart Newson
Help with analysing bat recordings from Audiomoth | Carlos Abrahams

Three Tutorials for Beginners:

"How do I perform automated recordings of bird assemblages?" | Carlos Abrahams, Tech Tutors
"How do I scale up acoustic surveys with Audiomoths and automated processing?" | Tessa Rhinehart, Tech Tutors
Acoustic Monitoring | David Watson, Ruby Lee, Andy Hill, and Dimitri Ponirakis, Virtual Meetups

Want to know more about acoustic monitoring and learn from experts in the WILDLABS community? Jump into the discussion in our Acoustic Monitoring group!

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@Xavier_Mouy
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I build software and hardware tools to help the analysis or the collection of passive acoustic data.

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@SoleG

Researcher interested in the conservation of endemic anurans from arid High Andes. Focused on behavior, ecology, physiology, and reproduction studies. Education for conservation.

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@CarlosAbrahams
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Baker Consultants

Director of Bioacoustics and Senior Lecturer

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@wildtrack

WildTrack

Research, development and implementation of non-invasive montoring for endangered species

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@SarikaRFCx
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Rainforest Connection

Conservation scientist (tigers, tech, forests, and communities) and Head of Partnerships at Rainforest Connection/Arbimon

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@KylerA
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National Geographic Society

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@mcb77

Software Developer (movebank.org, firetail.de)

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@dilip_singh556
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On the way to Bridge technology and Nature.

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@arik

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@laurenharrell
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Google

Data scientist/statistician working in bioacoustics and species distribution models, loves whales

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@Jackeline
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@owenmartin22
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I am a firefly researcher and wildlife painter based in Boulder, Colorado

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