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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DrivenData
Engineer and AI for Good leader working on bringing machine learning tools to social impact organizations.

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TerrOïko
I am an ecological data engineer at Terroïko, where I work on OCAPI, a platform for semi-automatic camtrap data annotation, biodiversity data interoperability and biodiversity indicators.


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I am a Senior Research Scientist in the Department of Human Centered Design and Engineering at the University of Washington. I am a researcher with the eDNA Collaborative and Co-Director of the Pacific Marine Energy Center.

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Fauna & Flora
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Join us in celebrating this year’s Community Choice Award winners!
15 August 2024
Vote for your favorite submissions that best demonstrate conservation impact, novel innovation/discovery, and strong storytelling of the work and the sector.
12 August 2024
On the final day of the #Tech4Wildlife Photo Challenge, we wrap up looking at past and current submissions that feature the fastest growing areas of conservation tech. Today’s topic: bioacoustics!
9 August 2024
We are thrilled to introduce our new horizon scan, which will chart the future of bioacoustics. By collectively prioritizing emerging innovations that could transform the field, we aim to build consensus, facilitate...
5 August 2024
Wildlife Acoustics is proud to offer a grant program to support the advancement of wildlife research, habitat monitoring, and environmental conservation
4 August 2024
Funding
Wildlife Acoustics Scientific Product Grant was introduced to support the advancement of habitat monitoring, and environmental conservation.
26 July 2024
Discover the challenges marine animals face in busy shipping lanes—from the constant noise disrupting their habitats to the threat of ship collisions. Slowing down ships could offer a simple yet effective solution to...
8 July 2024
Manufacturing Partnership Brings Low-Cost Pipistrelle Family of Detectors to Researchers, Ecologists and Bat Enthusiasts Around the World
2 July 2024
Article
One of the most thrilling moments for any researcher is seeing their hard work published for the world to see. As part of the Women in Conservation Technology (WiCT) Kenya Cohort One, we not only learnt about the use of...
17 June 2024
Come join us at AIMS, and work on deep learning for bioacoustics research!
14 June 2024
The San Diego Zoo Wildlife Alliance's Burrowing Owl Recovery Program and Conservation Technology Lab seek a postdoctoral research associate to develop bioacoustic tools for monitoring the western burrowing owl...
11 June 2024
Come and do the first research into responsible AI for biodiversity monitoring, developing ways to ensure these AIs are safe, unbiased and accountable.
11 June 2024
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61 Products
Description | Activity | Replies | Groups | Updated |
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Tessa-- Thanks for chiming in. I agree with a lot of what you're saying, both about what RFCX is likely to actually be doing and about the need for more open labeled... |
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Acoustics | 3 years 7 months ago | |
We are filming with the Australian Acoustic Observatory soon with one of the Solar BARs we created (it's continuously recording for four years!) and were wondering if... |
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Acoustics | 3 years 8 months ago | |
Thanks Rob! Hopefully it turns out to be a useful tool. Just to reiterate for folk, there are links to tutorials and a beta version in the blog post. |
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Acoustics | 3 years 8 months ago | |
This is a small device that sits in your backyard and monitors sounds and RF signals for wildlife. https://www.kickstarter.com/... |
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Acoustics | 3 years 11 months ago | |
Tessa Rhinehart has developed a great compilation of bioacoustic analysis platforms, software, etc. with basic functionality on each. It's openly-available on Github -https://... |
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Acoustics | 4 years ago | |
Dear Antoine, collect sound data (.wav) with the audiorecorder (audiomoth) of your choice. Point the script https://github.com/kahst/BirdNET-Lite to the location of your data... |
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Acoustics | 4 years ago | |
I didn't see this post until the digest came out, but if you still need some comments... I suggest asking this question on one of the sound recordists forums. The... |
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Acoustics | 4 years ago | |
Hi all, The UK Acoustics Network's Bioacoustics special interest group is hosting a monthly webinar series starting this month (... |
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Acoustics | 4 years 1 month ago | |
I'm assuming that by "sort by frequencies" you mean the frequency of the call itself, not the frequency of the audio recording (for example, a call at 1KHz vs a... |
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Acoustics | 4 years 1 month ago | |
Hi everyone, we’ve decided to extend the survey for 3 more weeks, until the 18th of April! That will be the final date (the online survey tool we use is not free,... |
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Acoustics | 4 years 2 months ago | |
Ah, perfect. I was wondering why I never hear those calls! That's really nice work, thanks so much for sharing! |
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Acoustics | 4 years 3 months ago | |
Hi Alex, I'm not sure what problems there could be with aliasiing and harmonics using a low sample rate, and may depend I guess on how the recordings are processed later... |
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Acoustics | 4 years 3 months ago |