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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

Description	Activity	Groups	Updated
Webinar Series	Hi all, The UK Acoustics Network's Bioacoustics special interest group is hosting a monthly webinar series starting this month (...	Acoustics	4 years 4 months ago
Organize audio files by frequency	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...	Acoustics	4 years 4 months ago
Take the survey: your needs and priorities for (open-source) acoustic monitoring technology	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,...	Acoustics	4 years 5 months ago
Sound library for small terrestrial mammals	Ah, perfect. I was wondering why I never hear those calls! That's really nice work, thanks so much for sharing!	Acoustics	4 years 6 months ago
BTO Acoustic Pipeline - is launched!	The BTO Acoustic Pipeline, to support the sound identification of bats, and other species groups that are recorded as ‘by-catch...	Acoustics	4 years 6 months ago
EarthHz tool	Awesome tools are out there for bioacoustic monitoring - so jazzed about the growing acoustic community! Here's another...	Acoustics	4 years 6 months ago
warbleR / R packages for bioacoustics forum	Hi all thanks for the answers! Carly - thanks, will have to try yours. I did the course at the Organisation of Tropical Studies with Marcelo, which was awesome, but this is not...	Acoustics	4 years 7 months ago
Analyzing sounds of flying insects	Tom Dally at Leeds University UK is doing work in this area. I dont think he has anything published yet but his preliminary results are interesting (saw them at a workshop)....	Acoustics	4 years 7 months ago
Tech Tutors: How do I use pattern matching analysis to label acoustic data with RFCxArbimon?	Hi @pmnguyen1224 , thanks for reaching out and checking out the system! We would love to help ensure that you're able to get pattern matching to work for...	Acoustics, AI for Conservation	4 years 8 months ago
Calling all hydrophone users: Tell us what you want!	I’ll stick some thoughts here that other folk can maybe comment on/add to. So there are a few (obvious) differences between terrestrial and marine...	Acoustics	4 years 8 months ago
Looking for a collaborator with CNN/app development experience	Hi Steph! It could be either - if there was anyone out there for whom this work would be a good fit for their current role, then that would be easy, but if they needed...	Acoustics	4 years 10 months ago
Distinguishing Noise from Sounds - a question of recognition?	Hi cosmicspittle, Many thanks for the pointer, I shall discusss it with our local tech disussion group here tomorrow morning. One of the guy's, the PhD candidate...	Acoustics	4 years 10 months ago

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Alberta Biodiversity Monitoring Institute (ABMI) & SENSR

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Wildlife Acoustics

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Wildlife Drones

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