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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University of Florida (UF)
PhD student - acoustic monitoring in Amazon flooded forests.
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I'm a wildlife ecologist with interests in a range of technology.
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- @ana-alcantara
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Postgraduate Biology student interested in bioacoustics, conservation biology and biodiversity
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- @AthenaRycyk
- | she/her
- 0 Resources
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- 8 Groups
- @SamuelHertz
- | He/Him/His
I'm a PhD researcher at Royal Holloway University of London (Centre for GeoHumanities) researching modalities of sound-sensing technologies across climate and conservation sciences. Interested in ethics and histories of acoustic monitoring as well as new visualization methods.
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Nature lover
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- @dhanushshetty
- | he/him
Centre for Wildlife Studies
Doctoral fellow at Centre for Wildlife Studies
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- @maddy
- | Dr
Iam a Doctorate in molecular bology by profession & associated with a tech startup, focued on IoT/sensor based automation solutions. But I spend half of my time to document and conserve local & wildlife arond us and trying to explore our technology in conservation.Love to join
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General Purpose Electronics Engineer
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- @tomwhite101
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Agroecology Geek
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BSc Forest Engineering, MSc GIS Sciences, Drone researcher
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- @saieeshg
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Interested in solving problems in Agriculture
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Article
Catch up on the conservation tech discussions and events that happened during World Wildlife Day 2024!
7 March 2024
Careers
A PHD POSITION AT NOTTINGHAM TRENT UNIVERSITY
Consolata Gathoni Gitau
Do you know anyone interested in this position? Let them know by sharing widely.
27 February 2024
Careers
The Ecological Acoustics and Behavior Lab at the University of New Hampshire seeks a PhD student to join our lab to investigate how forest habitat affects moose occupancy and soundscape in northern New Hampshire
13 February 2024
Careers
The primary focus of the research is to explore how red deer movements, space use, habitat selection and foraging behaviour change during the wolf recolonization process.
10 February 2024
Link
These researchers are introduce the ISPA (Inter-Species Phonetic Alphabet) as a new way to precisely interpret and transcribe animal sounds. By using text to represent sounds, existing human language machine learning...
8 February 2024
Careers
PhD Opportunity - Exploring plants’ sensing capability with vibroacoustics
University of Southampton
Applications open for a PhD position in plant vibroacoustics at the University of Southampton
8 February 2024
Article
We demonstrate the power of using passive acoustic monitoring & machine learning to survey species, using ruffed lemurs in southeastern Madagascar as an example.
23 January 2024
Link
Questionnaire for Pain Points and Needs in Bioacoustics
Olivier Staehli
Hi! We're engineers eager to understand how technology can simplify acoustic work. If you use recorders, your input would be invaluable. Please consider taking our 5min survey. As a thank you, participants will be...
23 January 2024
Careers
Program Officer - Bioacoustics, WILDLABS
Henry Rees
Come join our team! We're looking for a Program Officer to join the WILDLABS Community, hosted by WCS in Argentina. This role will support our research program, with the chosen candidate leading our horizon scanning...
22 January 2024
Careers
Hiring bioacoutics analysts
Joshua Taylor
We're hiring ecologists for immediate start / remote working / short contract
19 January 2024
Careers
Two year postdoc - Machine Learning & Bioacoustics
Emmanuel Dufourq
Two years in Cape Town, South Africa. Yearly visits to Rwanda. If you love to code, and all things Python/deep learning/tech stuff/ then you'll have an awesome time!
16 January 2024
Article
This article discussed early work on modeling how acoustic properties of the environment will change with variations in weather.
9 January 2024
August 2025
event
Louisa Richmond-Coggan
September 2025
October 2025
event
Vanesa Reyes
November 2025
October 2023
event
Wildlife Acoustics
September 2023
event
Stephanie O'Donnell
July 2023
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| Description | Activity | Replies | Groups | Updated |
|---|---|---|---|---|
| That is splendid news! Thanks Willem-Pier! |
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Acoustics | 6 months 1 week ago | |
| Hi Lorenzo,I highly recommend the OpenSoundscapes package (developed by the Kitzes Lab at U Pittsburgh) - there are workflows to build your own CNNs there, the documentation is... |
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Acoustics, AI for Conservation, Animal Movement, Open Source Solutions | 6 months 1 week ago | |
| Hello everyone!During my master thesis in engineering (past autumn), I developed Machine Learning for anti-poaching. As such, I recorded a... |
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Acoustics, AI for Conservation, Data management and processing tools | 6 months 1 week ago | |
| Hey everyone! We’re Deep Voice Foundation, a non-profit using AI to help conserve marine wildlife. We develop acoustic... |
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Acoustics, AI for Conservation | 6 months 2 weeks ago | |
| Hey, please find here a dataset about nocturnal bird calls in Europe |
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Acoustics, AI for Conservation, Software Development | 7 months ago | |
| Hi Simon,We (Reneco International Wildlife Consultants) have an ongoing collaboration with a local University (Abu Dhabi, UAE) for developing AI tools (cameratrap/drone... |
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Acoustics, AI for Conservation, Animal Movement, Camera Traps, Citizen Science, Connectivity, Drones, Early Career, eDNA & Genomics, Marine Conservation, Protected Area Management Tools, Sensors | 7 months ago | |
| Hello Carly, Congratulations for this project!I am studying right now a second MA in Environment Management. I would like to do my MA thesis project about these technologies... |
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Acoustics, Camera Traps | 7 months 1 week ago | |
| Hey Xiona,I see that you are from a university that is very close to where I live. I have a platform that is well suited for combating wildlife crime and I perceive that it’s... |
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Wildlife Crime, Acoustics, Latin America Community | 7 months 2 weeks ago | |
| Sounds good, will do. |
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Acoustics | 7 months 2 weeks ago | |
| I am thrilled to share that I have completed the six-month Women in Conservation Technology program. I am Sarah Mshanga, and I hold a... |
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Acoustics, Conservation Tech Training and Education, Community Base, Early Career, East Africa Community | 7 months 2 weeks ago | |
| Hello WalterThanks for your input. I have achieved better results with the puc when hooking it up to a powerbank. Have got them set up to "recording only", and GPS to low power... |
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Acoustics, AI for Conservation, Citizen Science, Sensors | 7 months 4 weeks ago | |
| Added! ¡Agregada! |
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Latin America Community, Acoustics | 8 months ago |
