Although they cover over 70% of our planet, only 0.6% of the world oceans are protected. It is estimated that we only know about 1 in 10 species in the ocean, which is unsurprising given that 90% of the ocean is more than half a mile deep and still remains largely unexplored. How might technology help us discover, understand and protect the vulnerable ecosystems below the waterline?
Marine Conservation is a fast-growing group in the WILDLABS community, capturing a wide variety of tech expertise within its member base, including those working with bioacoustic gear and hydrophones, AUVs and drones, sensors, machine learning, and more. By bringing together WILDLABS members from so many areas of conservation tech, the Marine Conservation group is the perfect place to collaborate on big, complex issues like marine biodiversity monitoring, coral reef health, plastic pollution, and sustainability.
The Marine Conservation group forum is also your place to chat about and solve the challenges unique to using conservation technology in marine environments. Whether you're struggling with deep-sea connectivity or salt water impacting gear longevity, or looking for remote solutions for long-term reef monitoring or biologging data collection, this group wants to help you explore the possibilities!
Check out some of the key marine conservation tech resources, conversations, and virtual events from across the WILDLABS platform:
Tutorials and Talks to Watch on Demand:
- Virtual Meetups: Developing cost-effective, open-source marine megafauna tracking, Jake Levenson
- Tech Tutors: How do I use open source remote sensing data to monitor fishing?, Max Schofield
- Virtual Meetups: eDNA for Aquatic Biodiversity, Alice Valentini
Case Studies, Tools, Research, and News:
- Southern Right Whales & Genome and Satellite Technology, Emma Carroll | eDNA & genomics, satellite data, biodiversity monitoring, climate change
- Building Experts Into AI, Whale Seeker | Machine learning, marine conservation, AI ethics
- Using AIS Data to Investigate the World’s Fishing Ports, Max Schofield | Remote sensing, data visualisation, fishing monitoring
- Small-scale fisheries and tech resources, Dan Steadman | Fishery monitoring, webinars, best practices
- Press Release: BAS Giant Iceberg Mission, British Antarctic Survey | Climate change, AUVs, remote sensing
- Case Study: Thermal imaging, drones, and loggerhead sea turtles, Megan Ossmann | FLIR, Duo Pro R camera, drones
- eDNA sampling to detect invasive snails in shipping ballast water, Gavin Shelton | Invasive species, eDNA, shipping
- Sustainable Fishing Challenges: Fish Catch Monitoring, Dan Steadman | Biologging, sensors, fishing monitoring
Conversations and Questions:
- Satellite tags for marine turtle recommendations | Alasdair Davies
- Calling all hydrophone users! | Team Open Acoustic Devices
- How difficult is it to build a buoy and constrain it in place? | Lindy Knowles
- Methods to detect Derelict Fishing Gear | Nandini Mehrotra
- Drone Mapping for Algal Blooms? | Harold Tay
- Minimising habitat impact of trawling gear | Dan Steadman
- Estimating carbon from 3d models of mangroves | Mark Brown
- Can we detect gillnets in turbid water? | Aurélie Shapiro
- New low cost DIY temperature loggers for reef monitoring | Harold Tay
- Machine learning to detect fish bomb blasts | Jamie Macaulay
Header Image: Emma Vogel
- @KeesteVelde
- | He/Him
Underwater Bioacoustician interested in developing PAM for freshwater systems

- 0 Resources
- 6 Discussions
- 7 Groups
- @MStarking
- | she/her/hers
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.

- 0 Resources
- 1 Discussions
- 15 Groups
- 0 Resources
- 0 Discussions
- 7 Groups
Technical Specialist at FFI: loves data management, maps, remote sensing & GIS for conservation


- 2 Resources
- 2 Discussions
- 9 Groups
- @rowan
- | they / them
Octophin Digital
Jack of all Trades. I've been a zoo keeper, a conservation geneticist and a web developer who specialises in conservation projects and orgs.


- 1 Resources
- 5 Discussions
- 15 Groups
Technologist and Visual storyteller focusing on social, conservations issues.



- 1 Resources
- 42 Discussions
- 17 Groups
- @alexrood
- | she/her
WILDLABS & World Wide Fund for Nature/ World Wildlife Fund (WWF)
I'm the WILDLABS Communications and Community Management Associate Specialist at WWF-US





- 114 Resources
- 78 Discussions
- 7 Groups
- 1 Resources
- 1 Discussions
- 11 Groups
- @MandyEyrich
- | She/Her
University of Florida (UF)
Bridging industries with 15+ years of cross-sector expertise specializing in user-centric technology and product strategy, UX research, UX/UI design, process optimization, and end-to-end agile product development moving from ideation to iteration.
- 0 Resources
- 0 Discussions
- 27 Groups
- 0 Resources
- 0 Discussions
- 2 Groups
Data Scientist
- 0 Resources
- 7 Discussions
- 13 Groups
- @claudlacroix
- | she/her
PhD fellow using deep learning to investigate marine fish acoustic signals and social behaviour.
- 0 Resources
- 1 Discussions
- 4 Groups
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
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
Are you passionate about marine wildlife conservation? Excited to network and collaborate with fellow enthusiasts? Join us in launching the Coastal and Marine Wildlife Working Group within The Wildlife Society!
23 May 2024
The GSMA ClimateTech programme is seeking partner research consultant/s for a new project exploring mobile and digital technologies for the blue economy in low- and middle-income countries.
19 May 2024
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
Article
Read in detail about how to use The Inventory, our new living directory of conservation technology tools, organisations, and R&D projects.
1 May 2024
Article
The Inventory is your one-stop shop for conservation technology tools, organisations, and R&D projects. Start contributing to it now!
1 May 2024
ZSL is looking for an enthusiastic research scientist to join the multidisciplinary team and help deliver a project in Wales to better understand the ecology of tope sharks (Galeus galeus) in North Cardigan Bay and the...
9 April 2024
Check out how water-based sporting events are impacting underwater noise pollution for marine life.
3 April 2024
Finwave, while currently in beta-testing, is being used to help reunite an orphaned whale with its family.
3 April 2024
Marine bioacoustics is making waves in Science News!
3 April 2024
WWF is looking for consultant(s) with expertise in spatial data mapping and analysis.
19 March 2024
June 2025
October 2025
event
September 2024
event
Description | Activity | Replies | Groups | Updated |
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True, the US ecosystem is a challenging space right now, for basically all sectors. We should not let the US chaos prevent us from engaging with opportunities in other... |
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AI for Conservation, Camera Traps, Connectivity, Drones, Emerging Tech, Ethics of Conservation Tech, Marine Conservation, Sensors | 1 month 1 week ago | |
Play FathomVerse: App Store | Google Play Join the Community: Discord | Instagram | TikTok | LinkedInStay up-to-date: ... |
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Marine Conservation, AI for Conservation, Citizen Science | 1 month 3 weeks ago | |
Good morning JocelynThank you very much for your comment, this is proving to be very useful advice and thank you so much for setting me on the right path!! This is very exciting!!... |
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Animal Movement, Citizen Science, Human-Wildlife Conflict, Marine Conservation, Drones, Community Base, Geospatial | 1 month 4 weeks ago | |
Thanks so much for all the advice!! This seems very achievable. We don't mind having the fibre optic fixed in place as we planned to have a shorter one specifically for this... |
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Sensors, Marine Conservation | 2 months 3 weeks ago | |
Hey Scott, I'll answer that since Evelina left us.Since 2021, we've been on a few expeditions collecting our own data, collaborated with organisations worldwide, and won... |
+3
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Marine Conservation | 3 months 1 week ago | |
Hello everyone. My name is Bilal. I recently graduated with a degree in bioengineering and hold a bachelor's degree in computer science,... |
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AI for Conservation, Animal Movement, Human-Wildlife Conflict, Marine Conservation | 4 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 | 4 months 1 week ago | |
Hi Matthew Wow, what an amazing project! It is incredible how you have managed to figure out some of the complexities of combining underwater imagery with UAV imagery. I am... |
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Drones, Geospatial, Marine Conservation, Protected Area Management Tools | 5 months ago | |
Hello everyone,I built Brave Puffin (https://bravepuffin.com) - a small, autonomous, long range, solar powered boat. It is designed to... |
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Build Your Own Data Logger Community, Marine Conservation, Sensors | 5 months ago | |
Steve and I are looking to develop a low-cost benthic drift camera with a live video feed. Our hope is to use an acoustic modem to give us a low quality feed for navigation /... |
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Marine Conservation, Build Your Own Data Logger Community, Connectivity, Emerging Tech, Open Source Solutions | 5 months ago | |
Hi Muhammad,The best reference I know of covering shallow soft corals around Indonesia is Fabricius & Alderslade, its not a complete guide to everything you might see there,... |
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Marine Conservation, Conservation Tech Training and Education | 5 months 3 weeks ago | |
Hi Brett, I am interested in developing really low cost multi channel underwater acoustic recorders. Can you tell me a bit more about the board and stuff you were using... |
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Build Your Own Data Logger Community, Acoustics, Camera Traps, Climate Change, East Africa Community, Marine Conservation, Open Source Solutions, Protected Area Management Tools | 7 months ago |
The Inventory User Guide
1 May 2024 12:46pm
Introducing The Inventory!
1 May 2024 12:46pm
23 July 2024 2:05pm
23 July 2024 2:53pm
Post Doctoral Research Assistant at ZSL
9 April 2024 7:03pm
The IUCN-SSC Crocodile Specialist Group (CSG) Conference
9 April 2024 8:21am
Not so silent spectators: How spectator vessels at international sailing regattas alter marine soundscapes
3 April 2024 4:50pm
Rescuers hope AI will help reunite orphaned whale with its family in B.C.
3 April 2024 4:43pm
Seventh International Conference on the Effects of Noise on Aquatic Life
3 April 2024 4:34pm
AI for Conservation!
4 March 2024 8:51pm
22 March 2024 12:29pm
Welcome, Have you considered participating in any of the AI for Good challenges. I find it is good way to build a nice portfolio of work. Also contributing to existing open source ML projects such as megadetector or to upstream libraries such as PyTorch is good way to getting hired.
GitHub - alexvmt/awesome-data-and-ml-for-good: Collection of resources for data and ML for good and how to get involved.
Collection of resources for data and ML for good and how to get involved. - alexvmt/awesome-data-and-ml-for-good
22 March 2024 5:57pm
Thank you for the tip! I'll definitely consider contributing to open source projects and taking part in challenges :)
25 March 2024 5:22am
We could always use more contributors in open source projects. In most open source companies Red Hat, Anaconda, Red Hat and Mozilla, people often ended up getting hired largely due to their contributions on open source projects. These contributions were both technical such as writing computer code and non-technical such as writing documentation and translating tools in their local language.
Add Bio-accoustics support · Issue #441 · microsoft/CameraTraps · GitHub
Please kindly add support for using pytorch wildlife platform for bio-acoustics to analyses audio recordings of insects, birds and animals including sounds that are inaudible to human ears. Having a single code base to analysis both opti...
How does behavior influence the use of technology for animal detection ?
22 March 2024 7:49pm
Consultants - Mapping EU’s Marine Protected Areas and analyzing their ecological coherence
19 March 2024 9:39am
Using citizen science image analysis to measure seabird phenology
13 March 2024 9:32pm
Senior Post-doctoral Researcher/Senior Research Associate Opportunity: Movement ecology of Greenland halibut
13 March 2024 2:00pm
IMU and orientation data for marine species
13 March 2024 9:12am
Project71: A Venture Competition for Ocean Regeneration
4 March 2024 10:49am
Species ID Needs?
19 February 2024 7:55pm
23 February 2024 2:10pm
Hello Nadia,
A forensic genetic challenge exists when DNA is destroyed by processes used in manufacturing of derivative animal products, preventing law enforcement in identification of protected species. Alternative methods such as lipid profiles or isotope analysis unique to certain species may be possible but require voucher specimens that may or may not be available and methods that have not been tested or peer reviewed. Examples below:
- derivative products made from endangered shark squalene (eg. Liver oil capsules).
- derivative products made from lion bone and tiger bone (eg. lion bone cake and tiger wine).
This is a law enforcement issue and would like to discuss possible solutions.
1 March 2024 2:27am
Hi Scott, thanks so much for sharing your thoughts here! It would be great to learn more about this, would you be interested in finding a time to chat? Thanks!
Timelapse Infrared Camera Suggestions
14 February 2024 1:54am
24 February 2024 6:18am
I doubt there is an off the shelf solution. Likely you will have to build one. Again I think the FLIR leptons could be of value here.
@krasi_georgiev you have worked with Leptons before ? Is this something you are able to advise on ?
25 February 2024 1:11pm
Ah yes. I didn’t notice that. Indeed it’s “near infrared”, 850nm lighting.
Senior Software Engineer, Skylight
21 February 2024 3:44pm
Workshop: Advances in eDNA for monitoring and ecological studies of marine mammals
14 February 2024 7:25pm
Contrasting strengths of eDNA and electrofishing compared to historic records for assessing fish community diversity and composition
14 February 2024 7:24pm
eDNA Collaborative: Small Grants Application for Marine eDNA Research
12 February 2024 7:45pm
Bio-Logging Science Symposium
9 February 2024 3:59pm
Southern African Wildlife Management Association Conference 2024
6 February 2024 12:20pm
Project Planning for Wildlife Conservation
30 January 2024 3:13pm
Jupyter Notebook: Aquatic Computer Vision
25 January 2024 5:50am
26 January 2024 1:46pm
This is quite interesting. Would love to see if we could improve this code using custom models and alternative ways of processing the video stream.
27 January 2024 4:07am
This definitely seems like the community to do it. I was looking at the thread about wolf detection and it seems like people here are no strangers to image classification. A little overwhelming to be quite honest 😂
While it would be incredible to have a powerful model that was capable of auto-classifying everything right away and storing all the detected creatures & correlated sensor data straight into a database - I wonder if in remote cases where power (and therefore cpu bandwidth), data storage, and network connectivity is at a premium if it would be more valuable to just be able to highlight moments of interest for lab analysis later? OR if you do you have cellular connection, you could download just those moments of interest and not hours and hours of footage?
27 January 2024 6:11am
Am working on similar AI challenge at the moment. Hoping to translate my workflow to wolves in future if needed.
We all are little overstretched but it there is no pressing deadlines, it should be possible to explore building efficient model for object detection and looking at suitable hardware for running these model on the edge.
Looking for a Supervisor/Research Group - ML-driven Marine Biomonitoring
3 January 2024 2:05pm
5 January 2024 11:07am
Hi Filippo,
Nice to read your message. Have you thought of contacting anyone in the Bioscience department at UCL? In our group "the People and Nature Lab", a few PhD students (Ben and Jason) are working on ML methods for coral reef monitoring. Might be interesting to reach out to them. List of People at CBER.
Best, Aude
7 January 2024 6:06pm
Thanks Aude, very useful. Will reach out to them!
Open-Source design guide for a low-cost, long-running aquatic stereo camera
13 December 2023 5:47pm
15 December 2023 4:53pm
This is awesome - thanks for sharing Stephanie!! We actually were looking around for a low-cost video camera to augment an MPA monitoring project locally and this looks like a really great option!
Cheers, Liz
28 December 2023 8:54pm
Thank you for sharing! Super interesting, as we don't see many underwater stereo cameras! We also use Blue Robotics components in our projects and have found them reliable and easy to work with.
Hydromoth for coastal & offshore surveying
16 November 2023 7:36am
18 November 2023 1:47am
Hi Sol,
I think your concern is well placed. The pros typically tow an array of hydrophones, in its simpler configuration it looks like a long fat rubber hose containing maybe a dozen transducers feeding their electrical signals to a recording unit back on the ship. All this is done to reduce noise from the ship, from waves crashing, and flow noise. The multiple transducers can also be electronically tuned to be directional so that it can be "pointed" away from a noise source (like the ship).
In your position, I would just try the simplest thing that could work, then fix the problems as they arise. It could be you may need to be dead in the water while recording. To address surface noise (slapping waves, wind), you could mount the hydromoth low down on a spar buoy, which you tow into position.
Best of luck, it sounds like an interesting project (c:
19 December 2023 2:20pm
Hydromoths are great for the price but they do not have the most streamlined housing and audio quality won't be as good as something like a SoundTrap or really any recorder with a proper hydrophone and 16-bit +DAQ system.
If you can afford it, this is an excellent SoundTrap based towed autonomous system NOAA have been using. It might work towed behind an autonomous vehicle
Alternatively, if you can have something inside the vehicle, a simple tape recorder (e.g. Tascam DR40X) and hydrophone on cable will provide excellent sound quality. You could also use something like a Raspberry Pi with audio focussed ADC hat to record but that would require a bit more programming. Even consider a standard AudioMoth and plug a proper hydrophone into the audio jack - this would still have a 12-bit ADC but would provide better sound quality than a hydromoth (hydrophones are more omnidirectional and there's no air filled causing reflections and attenuation)
20 December 2023 6:57am
If you are considering an external microphone and a towed system, then you would also be in a position to consider a raspberry pi with an external microphone with sbts-aru. Another option:
GitHub - hcfman/sbts-aru: Low cost Raspberry Pi sound localizing portable Autonomous Recording Unit (ARU)
Low cost Raspberry Pi sound localizing portable Autonomous Recording Unit (ARU) - hcfman/sbts-aru
Seeking Host Organisations for Travel Scholarship Application
19 December 2023 12:54am
20 December 2023 3:07am
Hi Eva,
Me and my colleagues run a small NGO based on Yogyakarta in Indonesia, although our projects are spread around the country. One of our active project is working with the movement ecology of Sunda gharials in Berbak-Sembilang National Park. One of the other is for Malayan Giant Turtle conservation using one-plan approach, which we are planning to start in situ phase. We can't give you promise about anything, but are able to be the host organization and would love to talk the opportunity!
Cheers,
Dhanu
22 July 2024 10:55am