Despite critical advancements in the tech solutions available to conservationists worldwide, many existing tools are cost-prohibitive in the landscapes that need them most. Additionally, those who create low-cost and open-source alternatives to pricey market tech often operate on tight budgets themselves, meaning they need more resources to promote their solutions to a broader market. We need increased communication around these solutions to highlight their availability, share lessons learned in their creation, and avoid duplication of efforts.
This group is a place to share low-cost, open-source devices for conservation; describe how they are used, including what needs they are addressing and how they fit into the wider conservation tech market; identify the obstacles in advancing the capacity of these technologies; and to discuss the future of these solutions, particularly their sustainability and how best to collaborate moving forward. We welcome contributions from both makers and users, whether active or prospective.
Here is how we see the current OSS space and how this group plans to change it by supporting both makers and users:
Many users do not appreciate the significant benefits of open-source tech. This group will educate users about the advantages and the need for open-source tech, specifically in the context of ecology work. We achieve this by stimulating regular discussions on the forum and by encouraging and supporting users to use open-source tools wherever possible.
Building OSS can be difficult. We want to support both established and potential makers who wish to develop OSS. The OSS group is a place where makers can find funding opportunities, ask current and potential users questions, and share their technologies.
Using OSS can be difficult. We also want to support adopters of OSS tech. We do this by offering a place for users to share challenges they face and crowdsource advice on things like technology choice or technical support.
Makers do not know what users want or need. The OSS group is a place that facilitates conversations between makers and users. This will give users a voice and ensure that makers are aware of the needs of users, enabling them to build better solutions.
The community is small and scattered. We want to grow an inclusive community of OSS practitioners. Our goal is to become the go-to place for discussions on the topic where people feel a sense of belonging.
Resources for getting started
- How do I use open source remote sensing data in Google Earth Engine? | Tech Tutors
- How do I use open source remote sensing data to monitor fishing? | Tech Tutors
- Low Cost, Open Source Solutions | Virtual Meetup
- What would an open source conservation technology toolkit look like? | Discussion
- December 2024 Open Source Solutions Community Call
Header image: Shawn F. McCracken
Group curators
- @Nycticebus_scientia
- | he/they
MammalWeb.org
Co-founded citizen science camera-trapping project with interest in developing 100% open source wildlife tech. Advocate for open science/open research. Community member of the Gathering for Open Science Hardware.



- 3 Resources
- 24 Discussions
- 3 Groups
trying to understand and improve the welfare of all animals that can suffer


- 4 Resources
- 6 Discussions
- 7 Groups
- @briannajohns
- | she/they
Gathering for Open Science Hardware (GOSH)
Interested in the application of open source technologies for conservation research.



- 9 Resources
- 4 Discussions
- 4 Groups
- 1 Resources
- 1 Discussions
- 11 Groups
- @tomipiriyev
- | mr
I am maker , passionate in electronics, developer of Loko offline GPS tracker
- 0 Resources
- 5 Discussions
- 6 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
A Wildlife Biologist interested in Environment Assessment and Restoration, In-situ and Ex-situ strategies, Technologies used in Conservation and Illegal Wildlife Trade.


- 0 Resources
- 16 Discussions
- 15 Groups
- @WyattB
- | He / him / his
Data science and ML specialist
- 0 Resources
- 2 Discussions
- 7 Groups
Co-creator of an Andean forest RNSC in the Colombian Andes
- 0 Resources
- 0 Discussions
- 2 Groups
Data Scientist
- 0 Resources
- 7 Discussions
- 13 Groups
- @julianagc
- | she/her
With a background in biology, consulting, and education, I enjoy combining my many passions in applying ML and AI to biodiversity conservation.

- 1 Resources
- 0 Discussions
- 6 Groups
- 0 Resources
- 0 Discussions
- 6 Groups
EcoFirst
Biologist and naturalist involved in NGO's activities as well as profesionnally
- 0 Resources
- 1 Discussions
- 3 Groups
- @kbubnicki
- | he/his
Ecologist, data scientist, and programmer with over 13 years of professional experience. Open source and Linux enthusiast. Researcher at the Mammal Research Institute, Polish Academy of Sciences, and CEO of the Open Science Conservation Fund.

- 0 Resources
- 4 Discussions
- 5 Groups
- 0 Resources
- 5 Discussions
- 8 Groups
Join us in celebrating this year’s Judging Panele Award winners!
19 August 2024
Join us in celebrating this year’s Community Choice Award winners!
15 August 2024
Vote for your favorite submissions that best demonstrate conservation impact, novel innovation/discovery, and strong storytelling of the work and the sector.
12 August 2024
Article
In this instalment: ExMove for handling animal tracking data, HawkEar for spying on animals using cameras on birds, Pytorch-wildlife for species recognition and more!
11 August 2024
We are thrilled to welcome our 3 new Group Leaders for the 2024-2025 term, Bri Johns, Amanda Matthes, and Pen-Yuan Hsing!
8 August 2024
We are recruiting an (extendable) 2-year postdoc in my group to develop new technologies (cameras, microphones, deep learning, etc) to track earthworm activity in the field.
16 July 2024
Hi everyone - I wanted to share a fantastic opportunity at Keele University for a Knowledge Transfer Partnership (KTP) position with Arribada Initiative: to be responsible for developing and writing embedded software to...
8 July 2024
€4,000 travel grants are available for researchers interested in insect monitoring using automated cameras and computer vision
6 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
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
€2,000 travel grants are available for researchers interested in insect monitoring using automated cameras and computer vision
3 May 2024
May 2025
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October 2025
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April 2024
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March 2024
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Description | Activity | Replies | Groups | Updated |
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Hi Lucy,I now realised it is an old thread and you most likely have already found a solution long ago but this might be of interest to others.As mentioned previously, it is... |
+5
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Camera Traps, Data management and processing tools, Open Source Solutions, Software Development | 6 months 3 weeks ago | |
No problem at all Yu (@JY) and good luck with your studies! Happy to discuss this and any other ideas any time.All the best,Rob |
+10
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Sensors, Animal Movement, Connectivity, Drones, Open Source Solutions, Emerging Tech | 6 months 3 weeks ago | |
Hi all! I wanted to open a discussion on a topic that I've been thinking about ever since I entered the job market-- how to get a... |
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Software Development, AI for Conservation, Early Career, Open Source Solutions | 6 months 4 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 | |
Jared's answer is excellent IMHO. One level down, you have a couple of options. One is to charge for the convenience of buying a finished, assembled, and tested product, that's... |
+8
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Emerging Tech, Funding and Finance, Open Source Solutions | 7 months 1 week ago | |
Do you use camera traps? If so, we'd love if you could take five minutes to fill out this survey: tinyurl.com/zambasurveyWith our WILDLABS... |
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AI for Conservation, Camera Traps, Data management and processing tools, Software Development, Open Source Solutions | 7 months 2 weeks ago | |
Hi @benweinstein !Surely a general detector might be very useful for detecting objects in aerial imagery! Maybe something similar to what MegaDetector does in camera trap images,... |
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AI for Conservation, Open Source Solutions, Protected Area Management Tools, Drones, Geospatial | 8 months 1 week ago | |
Very interesting topic |
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Citizen Science, Community Base, Open Source Solutions, Geospatial | 9 months 2 weeks ago | |
Thank you so much! Now everything is in the hands of amazing organizations and companies! But the first results of the Disaster Management cohort are bringing a very optimistic... |
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AI for Conservation, Climate Change, Early Career, East Africa Community, eDNA & Genomics, Emerging Tech, Ending Wildlife Trafficking Online, Human-Wildlife Conflict, Open Source Solutions | 9 months 3 weeks ago | |
A community device isn’t just about the technology; it’s also about creating a collaborative community. Shout out to all innovators... |
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Animal Movement, Marine Conservation, Open Source Solutions, Sensors | 10 months 3 weeks ago | |
Fantastic!! |
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Acoustics, AI for Conservation, Animal Movement, Build Your Own Data Logger Community, Community Base, Early Career, Ethics of Conservation Tech, Marine Conservation, Open Source Solutions | 11 months 2 weeks ago | |
Hi Steph, We appreciate the support! Thanks for the tag and your help managing the community!Patrick |
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Sensors, Acoustics, Conservation Dogs, Emerging Tech, Open Source Solutions | 1 year ago |
Making Waves: Open Hardware as a Solution to Scaling up Bycatch Mitigation
2 July 2023 11:24am
Sustained Effort: The Environmentalist’s Dilemma
21 June 2023 9:00am
PhD Position in Deep Learning for Biodiversity Monitoring: Custom Imaging Platform and Deep Learning to Classify and Phenotype Earthworms
21 June 2023 8:23am
Information Session: Technology Testing to Mitigate Human-Elephant Conflict in West Bengal
19 June 2023 11:07pm
Innovation wanted: Technology Testing to Mitigate Human-Elephant Conflict in West Bengal
19 June 2023 10:54pm
The Wildlife Society Conference
19 June 2023 5:59am
Wildlife Monitoring Engineer
8 June 2023 4:54pm
Panthera: Monitoring Wildlife with Open-Source Data Management Tools
11 May 2023 5:52pm
Call for survey participants (AI/ML practitioners)
19 April 2023 3:17pm
Global shortage of Raspberry Pis - What are the alternatives
3 November 2022 10:27am
29 March 2023 10:13am
UPDATE: The Banana Pi didnt work out for us as it was not possible to track back all the components and ensure that they were responsibly sourced. The Rock board did work for us and we were able to port our system onto this. We will be rolling out units using this over the summer. It also looks like Raspberry Pis are coming back on line and we were able to secure a bulk order for deliver mid-summer
29 March 2023 10:14am
Yes, but for our needs that are not powerful enough
$500 micro grants for open science events
10 March 2023 1:19pm
Proposals wanted for Innovation in Practice
6 March 2023 10:34pm
Moveapps: EMAC23 Coding Challenge
3 March 2023 7:58am
3 March 2023 3:12pm
Super initiative! I hope you get a lot of entries to this coding challenge!
6 March 2023 7:53am
Thanks Lars! Look forward to any entries from you and your colleagues. If you have an questions or suggestions, let me know.
6 March 2023 1:11pm
Hi Andrea! Although I am a keen user and observer of the Moveapps initiative, my R or Python coding skills are next to non- existing. I am therefore not likely to be contributing this time... Some day perhaps ;)
USD500 available for your workshop
6 March 2023 1:30pm
Moveapps EMAC23 Coding Challenge – Participate now!
3 March 2023 7:45am
The Arbimon newsletter is back!
23 February 2023 11:34pm
Deep Sea BRUVS Development
28 January 2023 1:41am
11 February 2023 3:07am
Hi Titus,
If the usual syntactic foam sources aren't available, an option may be to add an empty dry housing or use a larger housing for the BRUV, just to provide the buoyancy.
You can make your own syntactic foam from glass microballoons and epoxy resin, but this will require experimentation and testing. For sub-surface buoyancy, you could also use a jerry can full of cooking oil, or a coil of polypropylene rope.
Hiring Full Stack Developer at Conservation X Labs
10 February 2023 5:35pm
Software Engineer
16 January 2023 12:26pm
New paper - Real-time alerts from AI-enabled camera traps using the Iridium satellite network: A case-study in Gabon, Central Africa
13 January 2023 12:12am
Otter video help!
5 September 2022 6:57pm
7 September 2022 6:12pm
Thank you for the response! I'm not sure how to find that out. It says MP4. Is that what you're looking for?
21 December 2022 7:46pm
Did you get any further with this Britnee?
26 December 2022 6:54pm
No, I was never able to figure out how to send these to anyone on here. I was hoping to learn how to clear these videos up if possible!
Join NASA’s harmful algal bloom ML challenge and win prizes!
15 December 2022 7:56pm
Junior Electrical Engineer (Hardware)
9 December 2022 5:04pm
Senior Software Engineer
9 December 2022 5:01pm
Senior Product & Production Manager (Maternity Cover)
9 December 2022 3:07pm
New: Satellites for Biodiversity Award
5 December 2022 2:08pm
MozFest 2023 call for proposals on Tech & Biodiversity
22 November 2022 11:10am
Picking up signal of GPS tag
10 November 2022 11:29am
16 November 2022 10:54am
Thanks Carly! I've been in awe of what Wildlife Drones is doing, but as you say my work at the moment is focussed on existing GPS units rather than telemetry for tracking. I'll still reach out & ask though. Thanks for your help! :)
16 November 2022 10:55am
Hi Kim! Thanks for sharing, this is really interesting! I'll check out the website & see what I can find out about the mechanics of the device. Thanks again!
21 November 2022 5:25pm
Hey Sol,
The only way for you to collect information from a GPS tag attached to a FAD is if that tag transmits that data to the drone. Unfortunately most receiver packages are a bit too large for hobbyist-style drones (from what I've seen).
Depending on the range/distance from shore, you might be able to have a shore-based receiver system?
28 March 2023 9:37pm
Have you considered Arduinos?