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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Alberta Biodiversity Monitoring Institute (ABMI) & SENSR
We track changes in wildlife and their habitats in Alberta, working collaboratively to provide ongoing, relevant, scientifically credible information.
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Holder of BSc in Applied Zoology. Assistant Ecologist at Ruaha National park.
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- @Martincho
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Instituto de Ecorregiones Andinas (INECOA)
Postdoc at Instituto de Ecorregiones Andinas (INECOA - Jujuy National University - CONICET).
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University of Zurich
PhD student at the University of Zürich (CH) in PopEcol group, working with camera traps and mammals
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- @fsattar
- | Farook
Farook Sattar received his Technical Licentiate and PhD degrees from Lund University, Sweden. He obtained his B.Eng and M.Eng degrees from Bangladesh University of Engineering & Technology (BUET), Dhaka in Electrical and Electronics Engineering.
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University of Antwerp
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- @sarah_dalrymple
- | she/her
Royal Society for the Protection of Birds (RSPB)
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- 9 Discussions
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British Trust for Ornithology (BTO)
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- 11 Discussions
- 1 Groups
- 0 Resources
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- @andrew-1234
- | He/Him
PhD in Ecology; I like software development, and working with spatial and acoustic methods applied to species monitoring and research.
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St. Lawrence University
Professor of Biology at St. Lawrence University
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Careers
Job: Conservation Technology Specialist (PT)
Ann Turiano
To assist with creative research project in the DC/VA/MD region
6 January 2023
Careers
Job: maker / workshop technician
Duncan Wilson
We are looking for someone who enjoys the craft of making to come and help run our London based lab.
5 January 2023
Careers
PhD - Sensory ecology of vespine wasps
Duncan Wilson
a technology-led solution to understanding the honeybees of the wasp world
8 December 2022
Link
Acoustic survey data is used to estimate the diversity of critically endangered amphibians in the fragmented forests of Madagascar.
28 November 2022
Link
WILDLABS Digest: 4 November 2022
Stephanie O'Donnell
A new issue of our community digest just went out! Check it out to discover a big platform update, and a summary of all the latest content from across WILDLABS in one easy to scan place!
4 November 2022
Article
New conservation tech articles from Mongabay
Carly Batist
Five articles that include conservation tech published at Mongabay
20 October 2022
Careers
Conservation Technology Intern (Vietnam)
Stephanie O'Donnell and 1 more
*New closing date!* WILDLABS and Fauna & Flora International are seeking an early career conservationist for 12-month paid internship position to grow and support the Southeast Asia regional community in our global...
19 October 2022
Careers
Acoustic Monitoring Biologist (Avian)
Jerry Cole
The Institute for Bird Populations (IBP) seeks a biologist to assist with an autonomous recording unit (ARU) bird monitoring project at California off-highway vehicle recreation parks and other ARU monitoring projects...
19 October 2022
Link
"We develop the use of benthic species as animal oceanographers by combining archival (depth, temperature) data from animal-borne tags, passive acoustic telemetry & citizen-science mark-recapture records for the...
10 October 2022
Careers
Open Position at Cornell - Software/Firmware Developer
Holger Klinck
The Yang Center is seeking a Software/Firmware Developer responsible for designing, developing, improving, and maintaining embedded systems to acquire and process bioacoustic data. The
6 October 2022
Article
Audio Across Domains Workshop 2022
Tessa Rhinehart
A collaborative and cross-disciplinary meeting of audio data scientists spawns creative research collaborations
3 October 2022
September 2025
October 2025
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Vanesa Reyes
November 2025
November 2023
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| Description | Activity | Replies | Groups | Updated |
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| What frequecy are you looking to record, how long does the mic need to run for, what is the distance between the microphone and the "listening" site? As... |
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Acoustics | 6 years 5 months ago | |
| How about using Kaleidoscope and the cluster analysis tool? Works fine, and is super-quick.. Ta, Carlos |
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Acoustics | 6 years 6 months ago | |
| I'll be there - on the Wildlife Acoustics stand... Please come and say hi! Carlos |
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Acoustics | 6 years 6 months ago | |
| Update The current AudioMoth group purchase reached our stock level of 1550 devices, hence the campaign has closed early. We'll now set up the manufacturing run and update... |
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Acoustics | 6 years 6 months ago | |
| Please find attached, a short note wherein we propose 03 postulates of soundscape ecology. The focus here is in soundscapes than sound of... |
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Acoustics | 6 years 6 months ago | |
| Dear colleagues, we are designing a study to document presence or absence of spider monkeys in forest fragments in western Ecuador. We... |
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Acoustics | 6 years 6 months ago | |
| Thanks! We also just posted info on the AVISONA 2019 event to the resources page for anyone who missed it and wants to learn more. |
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Acoustics | 6 years 6 months ago | |
| Forgot to say - if you are having trouble reformatting SDcards on Windows- the project suggests this programme http://www.ridgecrop.demon.co.uk/index.htm?guiformat.htm. |
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Acoustics | 6 years 7 months ago | |
| Over the past year I have been involved in a project trying to detect illegal fish bomb blasts in Tanzania using acoustics. We have 4 long... |
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Acoustics | 6 years 8 months ago | |
| Hi, I've made an initial attemp to design a 3D printed case for an audiomoth (with 3 x AAA battery pack) and have made it available... |
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Acoustics | 6 years 8 months ago | |
| Hi All, These are well-produced online introductory videos for the use of the Raven software for acoustic analyses. Really... |
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Acoustics | 6 years 8 months ago | |
| 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 |
