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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Wildlife Bio in Yukon Territory Canada
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- @kourtney.burger
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Electronics Engineer working in the development of smart conservation technology solutions.
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Andigena ID+ es una empresa Colombiana dedicada a promover la conservación de la biodiversidad de manera integral a través de la investigación y el desarrollo.
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University of Suffolk
Researcher on the 8 Primates Project
PhD student- biodiversity monitoring using acoustic data
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Postdoctoral researcher at the University of Saskatchewan investigating biodiversity change in agriculture, primarily using bioacoustics.
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- @cbnatphoto
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Clay Bolt is the Manager of Pollinator Conservation for World Wildlife Fund-US and a conservation photographer focused on supporting policy that protects insects from pesticides and other threats. Clay’s words and images have appeared in publications such as National Geographic M
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- @hjayanto
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KONKLUSI (Kolaborasi Inklusi Konservasi - Yayasan)
Your friendly Indo-Crocky-Croc
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- @KeesteVelde
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Underwater Bioacoustician interested in developing PAM for freshwater systems
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- @MStarking
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Ecologist and conservation researcher, currently an Assistant Professor at University of Michigan-Flint, research areas include landscape ecology, forestry and wildlife interactions, wildlife habitat relationships, spatial ecology, GIS.
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Tech for Conservation
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Funding
Scientific Product Grant
Agripina Cletus
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
Article
Manufacturing Partnership Brings Low-Cost Pipistrelle Family of Detectors to Researchers, Ecologists and Bat Enthusiasts Around the World
2 July 2024
Article
NEW PUBLICATION ALERT!
Consolata Gathoni Gitau
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
Careers
Deep learning & bioacoustics postdoc in Cape Town, South Africa
Emmanuel Dufourq
Come join us at AIMS, and work on deep learning for bioacoustics research!
14 June 2024
Careers
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
Careers
Fully funded PhD in AI biodiversity monitoring
Benno Simmons
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
Article
New WILDLABS Funding & Finance group
Frank van der Most
WildLabs will soon launch a 'Funding and Finance' group. What would be your wish list for such a group? Would you be interested in co-managing or otherwise helping out?
5 June 2024
Funding
Apply! 2024 Conservation Tech Award
Jordan Steward
Now accepting applications for two $15,000 grants to help protect wildlife through cutting-edge, technology-driven efforts
3 June 2024
Link
Audiomoth Group Order!
Carly Batist
GroupGets has a new group purchase for Audiomoths!
23 May 2024
Article
Share Your Work in a Conservation Technology Video
Robin Marti Sarasa
Do you have photos and videos of your conservation tech work? We want to include them in a conservation technology showcase video
17 May 2024
Link
Biodiversa+ is running a survey to map the European biodiversity monitoring landscape, identify opportunities for collaboration, and strengthen coordination for improved monitoring.
7 May 2024
August 2025
event
Louisa Richmond-Coggan
September 2025
October 2025
event
Vanesa Reyes
November 2025
September 2024
event
Vanesa Reyes
event
Rowan Remi Friedman
event
Vanesa Reyes
64 Products
Recently updated products
| Description | Activity | Replies | Groups | Updated |
|---|---|---|---|---|
| Hi all, We wanted to let you know that the AudioMoth is now available on LabMaker. LabMaker are a platform that sell open-source... |
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Acoustics | 6 years 11 months ago | |
| I love seeing how much this little device has taken off! |
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Acoustics | 7 years ago | |
| Hi Stephanie, thanks for the update above. We will be doing two things this week to support the community. To meet the demand from Round 3 we require an essential component (... |
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Acoustics | 7 years 3 months ago | |
| Hi all - WWF's upcoming Fuller Seminar will focus on biodiversity monitoring using acoustics. Instructions for remote participation are... |
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Acoustics | 7 years 4 months ago | |
| Hi everyone, we have received an update from GroupGets on the shipping of the second group purchase. 'Quick update everyone. The boards are scheduled to ship to us... |
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Acoustics | 7 years 6 months ago | |
| Thanks for that Steph - and for the link in included. A good set of papers there, and the review by Shonfield & Bayne on 'current use and future... |
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Acoustics | 7 years 7 months ago | |
| Good news indeed, Al! I think a new thread is definitely a good idea - this one is getting rather unwieldy. @nilaksha, you might check out @Jan+Kees 's serval... |
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Acoustics | 7 years 8 months ago | |
| Great. Let's continue our discussion that through Skype ;-) My skype name is jkschakel and you can email me at jankees.schakel@sensingclues.com. I'm available on... |
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Acoustics | 7 years 9 months ago | |
| Paul, Hi - is this still needed, as I'm sure we could provide something relating to birds, bats and cetaceans? Thanks, Carlos |
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Acoustics | 7 years 10 months ago | |
| Steffen, Thanks for that tip-off, I'd not seen that paper before. One of the speakers at my bird bioacoustics meeting in July covered soundscape ecology, with some... |
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Acoustics | 7 years 10 months ago | |
| In an effort to learn more about my group's members, I would like to pose a challenge to all of you. I would like to challenge each of... |
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Acoustics | 7 years 11 months ago | |
| Wow, this would be amazing to continue on with the years of data I have from tigers! I understand their social lives are very different but it would be interesting to see what... |
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Acoustics | 7 years 11 months ago |
European Forum Alpbach
1 August 2023 5:23pm
Senior Technical Specialist, Monitoring & Technology, ZSL
18 July 2023 1:44pm
New Updates to Carbon Mapper Data Portal
12 July 2023 4:57pm
WOPAM Day (World Oceans Passive Acoustic Monitoring Day)
12 July 2023 4:04pm
LABMaker
6 June 2023 3:31pm
17 June 2023 10:36am
Dear Tom, the AudioMoths are being sold via LabMakers (but I do not know if they construct them for them). Have you been in touch with the AudioMoth team? I am sure they will be able to provide you useful feedback regarding what you are trying to do, and LabMakers.
I have only used them to buy things from them.
Regards, Christos
3 July 2023 4:00pm
Hi Tom,
Seeed Studio also offers manufacturing services. Check out more info on the website here :)
RFCx/Arbimon is Hiring a Data Scientist!
28 June 2023 9:37pm
The Wildlife Society Conference
19 June 2023 5:59am
Catch up with The Variety Hour: June 2023
16 June 2023 11:43am
Wildlife Monitoring Engineer
8 June 2023 4:54pm
ISO Speakers for Emerging Technologies class.
31 May 2023 4:29pm
31 May 2023 10:21pm
Definitely interested! I'm in the ecoacoustics/acoustic monitoring space, working at Rainforest Connection and Arbimon.
2 June 2023 2:08pm
Carly, that would be great! Thanks! I work with soundscapes and love the work of Rainforest Connection! I'll send you an email (@CUNY) to coordinate!
Funding Opportunity for attending bird-focused events and trainings
2 June 2023 12:54am
Looking for AI volunteer positions
24 May 2023 5:41am
24 May 2023 3:45pm
Hi Donya! You might check out the Conservation Tech Directory to see what projects/organizations/tools best align with your interests and skills.
New Paper: Identification of fish sounds
5 May 2023 12:40am
Marine Mammals Research Association (DMAD) and ACCOBAMS Joint Training Course
4 May 2023 1:00pm
Soundscape analysis using eco‑acoustic indices for the birdsbiodiversity assessment in urban parks (case study: IsfahanCity, Iran)
2 May 2023 11:52pm
[Recordings Now Available!) EarthRanger User Conference
27 April 2023 5:52am
Software for marine acoustic monitoring?
25 April 2023 11:53pm
Congo Basin activity?
30 March 2023 9:14pm
25 April 2023 5:08pm
greetings!
i sent you a PM regarding this, feel free to contact me however is most convenient for you -
regards,
chris
HydroMoth GroupGets Campaign is Open
17 April 2023 8:44pm
How do I get started with Bird Audio processing and classification?
17 April 2023 9:11am
World Oceans Passive Acoustic Monitoring Day
14 April 2023 4:36am
Project Manager, Rainforest Connection (RFCx)
12 April 2023 1:09pm
The 59th Annual Meeting of Illinois Chapter of The Wildlife Society
12 April 2023 5:24am
Accessible acoustic analysis tech for blind scientist - ideas?
31 March 2023 10:52pm
6 April 2023 10:49pm
Hey Kate I don't have any explicit ideas at the moment but will think on it - such a cool concept! I wonder if there's some form of tactile spectrogram that you could develop, or a way that you could have them try to draw a representation (so assign some shape) of what they are hearing as a means of classification a call and then clustering those shapes? There's a way of creating an image using foam and paper I believe so they could have a tactile record of those shapes. Guess it depends what you want to the quantitative results to be. Super cool that you are looking for greater accessibility in acoustics!!!
7 April 2023 1:40am
Hi Kate,
We've developed a screen-reader workflow for a classification problem on our "Ocean Voices" Zooniverse project, which simply asks folks to label sounds based on what they hear and omits the spectrogram altogether. There are lots of screen-reader users who are active in the Zooniverse Talk forums, so they may have valuable input for you as well.
Once a person has labeled data, I wonder if they could run automated detectors over the data in Pamguard, calculate features (using something like the R package PAMpal), and then use the BrailleR package to explore the statistics in R. This article has a pretty interesting summary about statistical software for visually impaired folks - might not be news to your student, but I thought it was pretty cool.
I'm very curious what our friends who are visually impaired might notice in the acoustic data. Best of luck to you and your student!
Cheers,
Anne
7 April 2023 5:11pm
Hi Kate- ARISTA Lab (Advanced Research in Inclusion & STEAM Accessibility) is actively working on this through their eclispse soundscape project. I recommend reaching out to MaryKay to get the latest on their project.
Megan
Who's going to ESA in Portland this year?
31 March 2023 9:27am
4 April 2023 9:58am
That sounds great. I think you should encourage people to bring a bit of tech with them, can be a good conversation starter/ice-breaker
4 April 2023 4:04pm
Good idea! I've got a ransom assortment of different acoustic recorders I can bring along
5 April 2023 11:58pm
Indeed, I'll be there too! I like to meet new conservation friends with morning runs, so I will likely organize a couple of runs, maybe one right near the conference, and one somewhere in a nearby park where we can look for wildlife. The latter would probably be at an obscenely early hour, so we can drive somewhere, ideally see elk (there are elk within 25 minutes of Portland!), and still get back in time for the morning sessions.
Updates about Arbimon for Ecoacoustics - free, cloud based analytical tool
31 March 2023 11:09am
31 March 2023 3:43pm
Yes please reach out with any questions on acoustic monitoring, Arbimon, RFCx, etc.!
8 June 2023 1:59am
GroupGets?