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
Ph.D Speech-Hearing Sciences; 3D Designer/Printer interested in building/testing/deploying standardized environmental recording platforms for scientists and engineers in developing countries.
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- @Alino
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I am a zoologist and I am interested in biodiversity and the conservation of insects and mammals
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Ecologist
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San Diego Zoo Wildlife Alliance
Lead, San Diego Zoo Conservation Technology Lab
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University of Cambridge & Imperial College London
Interdisciplinary scientist working in field data collection methods and tropical agriculture

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I am a Senior researcher and PI in Conservation and Animal Ecology at Fondazione Edmund Mach, Trento, Italy. I am coordinator of EUROMAMMALS, member of the advisory board of the Global Initiative on Ungulate Migration at CMS, and President of the International Bio-Logging Society
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I am biologist, I have studied wild life and ethnobiology at Amazon and caimans in Brazil
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Wildlife Acoustics
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The University of Melbourne and Open Acoustic Devices are conducting an online survey to understand the future needs of open-source acoustic monitoring technology applied to the study of biodiversity. The results of...
9 April 2021
Community Announcement
Whether you spent the last year working in the field, lab, at home, or virtually, the WILDLABS community's conservation tech achievements were on full display in our annual #Tech4Wildlife Photo Challenge! Relive our...
25 March 2021
National Geographic is offering funding up to up to $50,000 for conservationists conducting research on how the pandemic has impacted wildlife and conservation work. If you are interested in researching aspects of the...
10 March 2021
WILDLABS community members are invited to submit an Expression of Interest to Fisheries Innovation Scotland (FIS) to participate in two research projects involving conservation tech's role in the future of sustainable...
8 December 2020
Hey Acoustic Monitoring and AI for Conservation community members - don't miss Rainforest Connection's Species Auto Detection Kaggle competition, open for to competitors and teams now! Participants will have the chance...
24 November 2020
Do you have innovative #tech4wildlife ideas that could save one of the most endangered species on earth from extinction? Apply now to join Vaquita Hack, a hackathon for students and early career conservationists! This...
10 November 2020
Wildlife Acoustics is awarding up to $5,000 of product every quarter to grant recipients worldwide in order to enable those involved in animal biology, research, and conservation to do their best work easily and quickly...
6 November 2020
The Acoustic Monitoring community is one of the most active spaces on WILDLABS, and this particular aspect of conservation technology is rapidly growing, offering new ways to answer large-scale environmental questions...
28 October 2020
To celebrate the first Black Mammalogists Week (starting Sunday, September 13th), we talked to four of the amazing Black scientists behind this event! Find out what they had to say about their favorite (and most...
10 September 2020
Today, Sustainable Fishing Challenges group leader Daniel Steadman discusses how fishing gear itself could benefit from fresh technological innovations to prevent both environmental damage and damage to species and...
19 August 2020
Funding
Protecting elephants from conservation's most pressing issues like poaching and human-wildlife conflict requires big, bold, and innovative solutions. Hackster.io, Smart Parks, Edge Impulse, Microsoft, and several other...
11 August 2020
Put your acoustic monitoring skills to the test in The Cornell Lab of Ornithology's Birdsong Identification Kaggle Competition. Participants will compete to identify as many bird vocalizations as possible in in...
8 July 2020
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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 |