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
- 2 Discussions
- 7 Groups
- @womble
- | he/him
AI Researcher, with 30+ years experience in academia and industry. Currently consulting for a company using drone imagery to analyse property heat loss. Expertise in machine learning, NLP, python, Google Cloud. https://julianrichardson.net
- 0 Resources
- 6 Discussions
- 6 Groups
- @Harsha
- | He/Him
I am a marine biologist / acoustic ecologist from Australia. Fascinated by bioacoustics, I always look forward to learning from people in conservation!
- 0 Resources
- 0 Discussions
- 11 Groups
- @adamsteer
- | Dr/He/Him
Researcher and consultant focused on snow, ice and landscapes, drone pilot, lidar and airborne remote sensing analyst. Based in Australia, thinks a lot about connected systems in mountain and polar landscapes. Open source geospatial specialist.
- 0 Resources
- 2 Discussions
- 4 Groups
- 0 Resources
- 3 Discussions
- 8 Groups
- @LucyD
- | She/Her
Software developer and wildlife ecologist

- 0 Resources
- 2 Discussions
- 5 Groups
- @PhilAtkin
- | He/Him
Embedded software developer of 40+ years experience, hardware designer.



- 3 Resources
- 22 Discussions
- 6 Groups
- @stevef
- | he/him
Tech Matters
Project Director, Terraso.org (1000 Landscapes for 1 Billion People): open source software for farmers, ranchers & communities.
- 0 Resources
- 2 Discussions
- 4 Groups
- @IvanIoSA
- | He/Him
CTO of IoSA, the Internet of Small Animals. Creator of ProxLogs

- 0 Resources
- 5 Discussions
- 7 Groups
St. Lawrence University
Professor of Biology at St. Lawrence University
- 0 Resources
- 2 Discussions
- 13 Groups
- @diego_lizcano
- | He/Him
Wildlife biologist interested in biodiversity monitoring and the conservation of mammals. Passionate photographer.
- 0 Resources
- 0 Discussions
- 7 Groups
Max Planck Institute of Animal Behavior
- 0 Resources
- 2 Discussions
- 5 Groups
Weeds, by definition, are plants in the wrong place but Weed-AI is helping put weed image data in the right place. Weed-AI is an open source, searchable, weeds image data platform designed to facilitate the research and...
7 May 2025
Bringing you the latest in open-source technology for agriculture. This accompanies the Open Source Agriculture respository: Collating all open-source datasets, software tools and deployment platforms related to open-...
1 May 2025
Repository for all things open-source in agricultural technology (agritech) development by Guy Coleman. This accompanies the OpenSourceAg newsletter. Aiming to collate all open-source datasets and projects in agtech...
1 May 2025
Fires in Serengeti and Masai Mara National Parks have burned massive areas this year. With Google Earth Engine, it's possible to quantify burn severity using the normalized burn ratio function, then calculate the total...
29 April 2025
Conservation International is proud to announce the launch of the Nature Tech for Biodiversity Sector Map, developed in partnership with the Nature Tech Collective!
1 April 2025
Modern GIS is open technology, scalable, and interoperable. How do you implement it? [Header image: kepler.gl]
12 March 2025
Join the FathomNet Kaggle Competition to show us how you would develop a model that can accurately classify varying taxonomic ranks!
4 March 2025
Last month, we spent four days trekking through Cerro Hoya National Park in Panama, where we hiked from near sea level up to the cloud forest to deploy Mothboxes.
14 February 2025
New paper - "acoupi integrates audio recording, AI-based data processing, data management, and real-time wireless messaging into a unified and configurable framework. We demonstrate the flexibility of acoupi by...
7 February 2025
Over the years, a large number of developments have gone up in the area that I live in and the municipality is not doing what they should when it comes to upholding the laws that have been put in place to protect the...
20 January 2025
Throughout November and December, the Mothbox team has been running field tests in Panama, cleaning up their data for post-processing, and starting an online shop with moth-themed merch!
19 December 2024
Article
SPARROW: Solar-Powered Acoustics and Remote Recording Observation Watch
18 December 2024
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Description | Activity | Replies | Groups | Updated |
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Congratulations! My first hydromoth was just arrived yesterday and so excited! Looking forward for the update from your project!!! |
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Acoustics, Animal Movement, Climate Change, Conservation Tech Training and Education, Data management and processing tools, Emerging Tech, Open Source Solutions, Protected Area Management Tools, Sensors, Software Development, Latin America Community | 1 year ago | |
Hi @zhongqimiao ,Might you have faced such an issue while using mega detectorThe conflict is caused by:pytorchwildlife 1.0.2.13 depends on torch==1.10.1pytorchwildlife 1.0.2.12... |
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AI for Conservation, Camera Traps, Open Source Solutions | 1 year ago | |
Hi, this is pretty interesting to me. I plan to fly a drone over wild areas and look for invasive species incursions. So feral hogs are especially bad, but in the Everglades there... |
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AI for Conservation, Camera Traps, Open Source Solutions, Software Development | 1 year 1 month ago | |
Gotcha, well I look forward to seeing future iterations and following along with your progress!! |
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Autonomous Camera Traps for Insects, AI for Conservation, Emerging Tech, Open Source Solutions, Latin America Community | 1 year 1 month ago | |
'Most importantly, we have to make it play a MIDI version of the DoctorWho theme song when you arm the device. That has to be the #1 feature if you ask me!' Seconded! |
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Acoustics, Animal Movement, Emerging Tech, Open Source Solutions, Sensors | 1 year 1 month ago | |
Hi Danilo. you seem very passionate about this initiative which is a good start.It is an interesting coincidence that I am starting another project for the coral reefs in the... |
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Acoustics, AI for Conservation, Animal Movement, Camera Traps, Citizen Science, Climate Change, Community Base, Connectivity, Drones, Emerging Tech, Human-Wildlife Conflict, Open Source Solutions, Sensors, Software Development, Wildlife Crime, Funding and Finance | 1 year 3 months ago | |
I would recommend going with Ubiquity 2.4Ghz devices which have performed relatively well in dense foliage of the California Redwood forests. It took a lot of tweaking to... |
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Acoustics, AI for Conservation, Connectivity, Open Source Solutions | 1 year 3 months ago | |
Fire detection is a sort of broad idea. Usually people detect the products of fire, and most often this is smoke.Many home fire detectors in the US use a radioactive source... |
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Community Base, Conservation Tech Training and Education, Data management and processing tools, Ethics of Conservation Tech, Human-Wildlife Conflict, Open Source Solutions, Protected Area Management Tools, Sensors, Wildlife Crime | 1 year 4 months ago | |
Super cool! thank you for sharing! |
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Animal Movement, Open Source Solutions | 1 year 4 months ago | |
Hi folks! Happy 2024 and thanks in advance for your patience in case I over-used tags. If you’re using any form of natural language... |
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AI for Conservation, Citizen Science, Climate Change, Conservation Tech Training and Education, Data management and processing tools, Early Career, East Africa Community, Emerging Tech, Ending Wildlife Trafficking Online, Ethics of Conservation Tech, Human-Wildlife Conflict, Open Source Solutions, Software Development, Wildlife Crime, Women in Conservation Tech Programme (WiCT) | 1 year 4 months ago | |
This was one of my all time favourite Variety Hour talks! @wschan gave us an awesome walk through the open-source low cost acceleratometer... |
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Animal Movement, Open Source Solutions, Sensors | 1 year 7 months ago | |
ooh very cool Salman! Amazing how much tracking devices have come down in price over the years and LoRa/LoRawan is just such a perfect fit for GPS data. Thanks heaps for sharing.... |
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Build Your Own Data Logger Community, Open Source Solutions | 1 year 8 months ago |