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
Andigena ID+ es una empresa Colombiana dedicada a promover la conservación de la biodiversidad de manera integral a través de la investigación y el desarrollo.
- 0 Resources
- 0 Discussions
- 5 Groups
University of Suffolk
Researcher on the 8 Primates Project
PhD student- biodiversity monitoring using acoustic data


- 0 Resources
- 2 Discussions
- 9 Groups
- @RobMCook
- | He
Ecologist specialising in human-wildlife conflict research. PhD in elephant ecology.

- 0 Resources
- 2 Discussions
- 4 Groups
- @Durgananda
- | He
- 0 Resources
- 0 Discussions
- 20 Groups
- @hjayanto
- | He/Him
KONKLUSI (Kolaborasi Inklusi Konservasi - Yayasan)
Your friendly Indo-Crocky-Croc



- 0 Resources
- 44 Discussions
- 17 Groups
- @veronicapmc
- | she/her/ella
I'm an Environmental Biology graduate from Columbia University with a passion for wildlife science, ecology, and conservation biology. I'm an early-career professional looking to get into the field of conservation technology and interested in related graduate programs.
- 0 Resources
- 0 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
Tech for Conservation

- 0 Resources
- 2 Discussions
- 13 Groups
- @taylorcasalena
- | she, her, hers
sustainability strategist, naturalist, consultant
- 1 Resources
- 1 Discussions
- 6 Groups
Wildlife Conservation Society (WCS)
I am a devoted conservationist, natural resource management enthusiast interested in Elephant and Pangolin species and passionate about linking communities with environmental conservation

- 1 Resources
- 0 Discussions
- 13 Groups
Software Developer, Teacher and Technical Trainer. Passionate about using tech for good

- 0 Resources
- 7 Discussions
- 7 Groups
Technologist and Visual storyteller focusing on social, conservations issues.



- 1 Resources
- 42 Discussions
- 17 Groups
Article
Ceres Tag sends just in time alerts and GPS location to have the power to track and trace.
22 July 2022
The Earth Species Project (ESP) is a nonprofit organization dedicated to decoding animal communication and translating non-human language.
15 July 2022
Camera trap wildlife surveys can generate vast amounts of imagery. A key problem in the wildlife ecology field is that vast amounts of time is spent reviewing this imagery to identify the species detected. Valuable...
20 December 2021
This article provides a review of deep learning (predominantly ML) used in marine ecology and considerations for its future directions in conservation. In plain language, the authors provide a methodology for training...
20 December 2021
The 2021 Ebbe Nielsen Challenge has opened with the aim of recognizing innovative entries that leverage biodiversity data and tools from the GBIF network to advance open science.
20 January 2021
WILDLABS community member Thomas Gray from Argos has given us a preview of an upcoming grant program to develop open-source tags. Three years ago, Argos worked with the Arribada Initiative to develop an open-source...
17 August 2020
Community Announcement
WILDLABS is evaluating the State of Conservation Technology alongside researchers at Colorado State University in our third annual survey. Take the survey to contribute your thoughts on the community’s progress, needs, ...
8 July 2020
Creating bold conservation tech solutions requires each of us to find the intersection between our skills and passions. In this case study on the new Aqualink reef monitoring system, a unique citizen science project...
9 June 2020
Funding
The 2020 Hackaday Prize competition has begun! This year, Conservation X Labs has partnered with the Hackaday Prizes as one of four nonprofits seeking tech-based solutions to urgent challenges. Conservation X Labs'...
26 May 2020
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Description | Activity | Replies | Groups | Updated |
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Thanks so much!! |
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Acoustics, AI for Conservation, Animal Movement, Camera Traps, Community Base, Data management and processing tools, Drones, eDNA & Genomics, Emerging Tech, Open Source Solutions, Geospatial, Software Development | 2 years 7 months ago | |
I've been working with a current visiting scholar who's from China and has been interested in getting started with some acoustic monitoring studies when he goes back to China... |
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Open Source Solutions | 2 years 10 months ago | |
If you're looking to identify collaborators - probably lots of organizations listed in the Conservation Tech Directory would be interested (quick prelim search yields orgs like... |
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Marine Conservation, Open Source Solutions | 2 years 11 months ago | |
Hey all!I'm well into my journey into the field of conservation now, after volunteering and freelancing for a couple of different... |
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Animal Movement, Community Base, Open Source Solutions | 2 years 11 months ago | |
Dear Community,Together with Hackster.io, Seeed Studio is very happy to jointly organize “IoT Into the Wild Contest for Sustainable Plant... |
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AI for Conservation, Connectivity, Emerging Tech, Open Source Solutions, Sensors | 2 years 11 months ago | |
There are only a few days left to apply to the 2022 Gathering for Open Science Hardware! Join a community of scientists, hardware developers, artists, and activists... |
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Community Base, Open Source Solutions | 3 years ago | |
We are excited to announce that the 2022 Gathering will be held in Panamá from October 26-29. Applications to attend are now open,... |
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Open Source Solutions | 3 years 1 month ago | |
The Gathering for Open Science Hardware (GOSH) has opened its second round of regional events funding! This program is perfect for groups... |
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Community Base, Open Source Solutions | 3 years 2 months ago | |
At IUCN, we are collecting examples of best practices and case studies of tech use in and around protected and conserved... |
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Open Source Solutions | 3 years 2 months ago | |
Hi Wildlabbers! Tomorrow Shah Selbe will be our Tech Tutor and guide us through how to turn an innovative conservation tech... |
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Open Source Solutions, Sensors | 3 years 6 months ago | |
Hi Akiba, Just found out from the marketing dept at my work the cost to host multiple specs - very expensive [$NZ 7K-10K]. Host it on GitHub for starters then. I... |
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Open Source Solutions | 4 years ago | |
Amazingly nice offer! Thanks! I know how projects can sometimes be stressful. I had a bit of that feeling lately when having to figure out how to code a trap alarm my... |
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Open Source Solutions | 4 years 1 month ago |
WILDLABS AWARDS 2024 – MothBox
15 April 2024 5:06am
19 April 2024 12:00pm
Yeah we got it about as bare bones as possible for this level of photo resolution and duration in the field. The main costs right now are:
Pi- $80
Pijuice -$75
Battery - $85
64mp Camera - $60
which lands us at $300 already. But we might be able to eliminate that pijuice and have fewer moving parts, and cut 1/4 of our costs! Compared to something like just a single logitech brio camera that sells for $200 and only gets us like 16mp, we are able to make this thing as cheap as we could figure out! :)

19 April 2024 12:54pm
Gotcha, well I look forward to seeing future iterations and following along with your progress!!
WILDLABS AWARDS 2024 - TimeLord: A low-cost, low-power and low-difficulty timer board to control battery-powered devices
5 April 2024 3:29pm
16 April 2024 9:34am
Thanks @Freaklabs, I think you'll really enjoy getting involved with this too as we're looking for input from makers in the community to get the most from the approach and to capture features and usability ideas from a large number of people.
I've a new modular drop-off tag build using @Rob_Appleby's original SensorDrop board that I think would be great for this project too to see if we can drop different compartments, or do various different timed events with the one TimeLord board.
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!
16 April 2024 9:35am
Reminds me that we should look at both terrestrial and marine applications when we get stuck in to the demo builds to make sure we cover use cases
16 April 2024 10:22am
'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!
Underwater advertisement call of the threatened Telmatobius rubigo (Anura: Telmatobiidae
6 April 2024 9:56pm
GOSH Community Call: Environmental Sensors / Llamada a la Comunidad de GOSH: Sensores Ambientales
25 March 2024 12:01pm
The Variety Hour: 2024 Lineup
22 March 2024 4:30pm
The Freshwater Sounds Archive
15 March 2024 10:32am
SMART Partnership Director
21 February 2024 4:32pm
Bio-Logging Science Symposium
9 February 2024 3:59pm
Passionate engineer offering funding and tech solutions pro-bono.
23 January 2024 12:06pm
26 January 2024 3:18pm
Hi Krasi! Greetings from Brazil!
That's a cool journey you've started! Congratulations. And I felt like theSearchLife resonates with the work I'm involved round here. In a nutshell, I live at the heart of the largest remaining of Atlantic forest in the planet - one of the most biodiverse biomes that exist. The subregion where I live is named after and bathed by the "Rio Sagrado" (Sacred River), a magnificent water body with a very rich cultural significance to the region (it has served as a safe zone for fleeing slaves). Well, the river and the entire bioregion is currently under the threat of a truly devastating railroad project which, to say the least is planned to cut through over 100 water springs!
In face of that the local community (myself included) has been mobilizing to raise awareness of the issue and hopefully stop this madness (fueled by strong international forces). One of the ways we've been fighting this is through the seeking of the recognition of the sacred river as an entity of legal rights, who can manifest itself in court, against such threats. And to illustrate what this would look like, I've been developing this AI (LLM) powered avatar for the river, which could maybe serve as its human-relatable voice. An existing prototype of such avatar is available here. It has been fine-tuned with over 20 scientific papers on the Sacred River watershed.
And right now myself and other are mobilizing to manifest the conditions/resources to develop a next version of the avatar, which would include remote sensing capacities so the avatar is directly connected to the river and can possibly write full scientific reports on its physical properties (i.e. water quality) and the surrounding biodiversity. In fact, myself and 3 other members of the WildLabs community have just applied to the WildLabs Grant program in order to accomplish that. Hopefully the results are positive.
Finally, it's worth mentioning that our mobilization around providing an expression medium for the river has been multimodal, including the creation of a shortfilm based on theatrical mobilizations we did during a fest dedicated to the river and its surrounding more-than-human communities. You can check that out here:
Let's chat if any of that catches your interest!
Cheers!
2 February 2024 1:22pm
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 Philipines which also requires water analytics so I can probably work on both projects at the same time.
Let's that have a call and discuss, will send you a pm with my contact details
There is a tech glitch and I don't get email notifications from here.
Monitoring setup in the forest based on the wifi with 2.4 GHz frequency.
30 December 2023 4:39pm
18 January 2024 8:17pm
Hi Dilip,
I do not have data about signal distortion in a forest area and with the signal you are intended to use.
However, in a savannah environment, when I put a tour on the highest point of the park, Lora signal (avg 900MHz) is less distorted than WiFi signal (2.4GHz). This is normal as a physics law: the frequency determines the wave length, and the less the length (obviously the less the frequency), the less obstructed the signal.
So, without interfering with your design, I would say that in a forest configuration, WiFi will need more access points deployed and may be more costly, and in your context, even when using LoRa, you will need more gateways than I have in a savannah.
To design the approximate number of gateways, you may need to use terrain Visibility analysis.
To design the cameras deployment, you will need to comply with the sampling methods defined in your research. However, if it is on for surveillance reasons, you may need to rely on terrain visibility analysis also.
Best regards.
22 January 2024 6:22pm
I've got quite a lot of experience with wireless in forested areas and over long(ish) ranges.
Using a wifi mesh is totally possible, and it will work. You will likely not get great range between units. You will likely need to have your mesh be fairly adaptable as conditions change.
Wireless and forests interact in somewhat unpredictable ways it turns out. Generally, wireless is attenuated by water in the line-of-sight between stations. From the Wifi perspective, a tree is just a lot of water up in the air. Denser forest = more water = worse communications. LoRa @ 900Mhz is less prone to this issue than Wifi @ 2.4Ghz and way less prone than Wifi @ 5Ghz. But LoRa is also fairly low data rate. Streaming video via LoRa is possible with a lot of work, but video streaming is not at all what LoRa was build to do, and it does it quite poorly at best.
The real issue I see here is to do with power levels. CCTV, audio streaming, etc are high data rate activities. You may need quite a lot of power to run these systems effectively both for the initial data collection and then for the communications.
If you are planning to run mains power to each of these units, you may be better off running an ethernet cable as well. Alternatively, you can run "power line" networking, which has remarkably good bandwidth and gets you back down to a single twisted pair for power and communications.
If you are planning to run off batteries and/or solar, you may need a somewhat large power system to support your application?
23 January 2024 1:19am
UniFi Outdoor WiFi Access Points - Ubiquiti
Deploy WiFi, anywhere. Incredibly versatile access points for extending WiFi over campuses, indoors and outside. Mesh-ready with long-range antenna integration.
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 find paths through the dense tree cover as mentioned in the previous posts.
How are Outdoor Fire Detection Systems Adapted for Small Forest Areas, Considering the Predominance of Indoor Fire Detectors?
8 January 2024 4:27pm
22 January 2024 6:35pm
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 and measure the absorption of the radiation by the air. More smoke means more absorption.
For outdoor fire detection, PM2.5 can be a very good smoke proxy, and outdoor PM2.5 sensing is pretty accessible.
This one is very popular in my area.
Classic - Air Quality Monitor | AQI PM2.5 Indoor/Outdoor Sensor – PurpleAir
The PurpleAir Classic air quality monitor is the original and popular PurpleAir sensor. It measures real-time PM2.5 concentrations for residential, commercial, or industrial use and can be installed indoors or outdoors. Built-in WiFi enables the air quality measurement device to transmit data to the real-time PurpleAir AQI Map, which is stored and made available to any smart device. The PA-II is available in two editions. The SD edition includes an onboard SD logger to record and store data without a WiFi connection. Please note: This sensor does not come with a power adaptor. Find a suitable OUTDOOR-rated adaptor here or use your own USB power source (any 5V, 1.2 to 2.4 amp adaptor will work).
Open-source kinetic energy harvesting collar - Kinefox
1 November 2023 5:31pm
17 January 2024 7:45pm
This is super cool!
I was wondering if the development will further touch marine or aquatic animals, make it like water wheel (even might give burden to aerodynamic). Thank you for sharing!
Best,
Dhanu
20 January 2024 7:16am
Not a water wheel but equally cool.
20 January 2024 9:10pm
Super cool! thank you for sharing!
Presentation opportunity: Text analysis for conservation (NACCB 2024)
8 January 2024 4:05pm
Low-cost hydrophone - Invitation to tender
15 December 2023 9:28pm
PiCAM: A Raspberry Pi-based open-source, low-power camera system for monitoring plant phenology in Arctic environments
1 November 2023 5:34pm
Lead Data Engineer - Climate Solutions, Open Earth
25 October 2023 11:07am
Restoring the Mara Elephant Population Using Coexistence Tech Solutions with Mara Elephant Project's Wilson Sairowua
20 October 2023 1:31pm
27 May 2024 3:54pm
28 May 2024 8:12am
Unravelling freshwater turtle activity with an open source, low-cost accelerometer
6 October 2023 1:04pm
Experience with SeeedStudio T1000 as tracker and data logger.
4 September 2023 1:42pm
8 September 2023 4:37pm
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.
All the best,
Rob
CIEEM 2023 Autumn Conference: Modernising Ecology: Techniques and Approaches
5 September 2023 1:59pm
Mobile App. Developer / Gibbon Research
24 August 2023 9:59am
Catch up with The Variety Hour: August 2023
14 August 2023 11:50am
Making Waves: Open Hardware as a Solution to Scaling up Bycatch Mitigation
9 July 2023 12:14pm
AI for Eagles Challenge
7 July 2023 10:03am
pneumatic artificial muscle applications in conservation tech?
5 July 2023 6:59pm
New Add-ons for Mbaza AI
4 July 2023 12:00pm
Catalog of open source conservation projects
30 June 2023 4:40pm
3 July 2023 2:53am
There is the Conservation Tech Directory! There's an 'open-source' tag you can search by too.
18 April 2024 10:39am
Already an update from @hikinghack: