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!
Header image: Carly Batist
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I am an ornithologist with a particular interest in passive acoustic monitoring and AI solutions.
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Xavier Mouy recently shared this new bioacoustics paper on Twitter. This research focuses on identifying fish sounds in relation to specific species through the use of three underwater portable audio-video platforms....
5 May 2023
In this research, six acoustic indicators were used to evaluate the sound of the urban soundscape and the sound of birds in urban parks. The results of the research show that there is a significant relationship between...
2 May 2023
If you've been waiting to try a HydroMoth, join the GroupGets campaign before limited supplies run out
17 April 2023
The Project Manager will work to implement acoustic monitoring projects in countries worldwide with some of the biggest stakeholders in conservation tech and biodiversity monitoring!
12 April 2023
If you missed our Variety Hour show yesterday, do not fear! It's already live on youtube for your viewing pleasure. Enjoy!
30 March 2023
In this radio episode, we speak to Alex Rogers, Professor of Computer Science at the University of Oxford. We discuss how Alex's research team developed the acoustic recording device AudioMoth, how low-cost technologies...
24 March 2023
New paper in Trends in Parasitology discusses how acoustic monitoring can be used to assess presence and overlap of host or reservoir species, disease vectors and human activity.
8 March 2023
The Innovation in Practice edition of Methods in Ecology and Evolution is still seeking proposals about conservation technology
6 March 2023
In this study, we used a network of acoustic sensors to record the gun hunting pressure at known hunting sites in the Ionian Islands, Greece—a known poaching hot-spot—over four spring migrations (2019–2022).
24 February 2023
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Rainforest Connection (RFCx) is bringing back the Arbimon newsletter for 2023! We're excited to share new features and tools of the platform, what's coming up, and some insights into our projects on bioacoustic...
23 February 2023
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Description | Activity | Replies | Groups | Updated |
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Thank you so much! This is super helpful and I really appreciate the feedback! |
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Acoustics, Data management and processing tools | 5 months ago | |
That's amazing thanks so much! |
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Acoustics, AI for Conservation, Data management and processing tools, Early Career | 5 months 1 week ago | |
I have now built my fox and cat trap.I want to triger it by face reconition so not to get possums or goanners.Can you help ?Doug Hemingway.0418 390 701 |
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Acoustics, Build Your Own Data Logger Community | 5 months 1 week ago | |
I just started using this software a few days ago and so far it has captured and kept my attention more than other programs such as Raven or Kaleidoscope. I have only been using... |
+1
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Acoustics | 5 months 2 weeks ago | |
As someone who is looking for a relatively simple solution for multiple collaborators (all with very little expertise in bats or acoustics) in a large consortium, I am curious as... |
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Acoustics | 5 months 2 weeks ago | |
Highly recommend the Saffron Aid modified Song Meter Mini for a professional deployment. If you want to go down the audiomoth route it makes sense to look at options for the... |
+7
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Acoustics | 5 months 3 weeks ago | |
I think its possible. I spoke to Stuart at the BTO a while ago about this. It's just not available as an off the shelf solution yet. If you can get real time outputs on the pi (or... |
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Acoustics | 5 months 3 weeks ago | |
Hi everyone, can you recommend reliable bat detectors for fieldwork? I'm focusing on bat (Chiroptera) research and need a detector... |
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Acoustics | 5 months 3 weeks ago | |
You can hack a 6-inch underwater speaker onto a recording unit, and swap it from being speaker to a microphone. They are, on paper, the same thing. That frequency... |
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Acoustics | 6 months ago | |
Hey Catherine! This post originally linked to an old version of the database - the new version does include WildTrax. I'm a big fan of it :) |
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Acoustics | 6 months ago | |
Thanks for reaching out.Please send us an email: smithy@kznwildlife.com and david.ehlers.smith@birdlife.org.za and we can have chat. Review and meta-analysis welcome as well as... |
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Acoustics | 6 months ago | |
Hi Lucille,Thank you for your reply! We’d be really interested in learning more about your developments. We’ll contact you soon to arrange a discussion.Thank you.Best regards,... |
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Acoustics, AI for Conservation, Sensors | 6 months 1 week ago |