Software plays an increasingly vital role in conservation, helping to protect and manage biodiversity through innovative technological solutions. It also facilitates collaboration among researchers, local communities, and governments, empowering them to develop sustainable conservation strategies. However, many of us working in conservation tech don't have the benefit of a large team of software experts to collaborate with or bounce ideas off of. We aim to change that.
This group is for anyone interested in applying software to conservation and wildlife research. Whether you're a developer eager to contribute to conservation or a newbie with valuable data and ideas but limited software experience, this group connects people with diverse expertise. It provides a space for asking questions, sharing resources, and staying informed about new technologies and best practices. We are also committed to supporting technologists and conservationists from the Global South, ensuring that everyone has access to the tools, knowledge, and opportunities to contribute meaningfully.
Our goal is to foster collaboration and avoid "reinventing the wheel" by sharing solutions, whether it's an application, design approach, or a simple script. We also aim to lower barriers to entry by offering mentorship and guidance and providing feedback on technical ideas. This supportive community is a place to learn, connect, and contribute to the advancement of conservation through software. Whether you're looking for software and mobile app developers to help you with your conservation tech needs, have questions about development, are looking for resources, or would like to share your own app, software, or gaming tools, this is the group for you!
Resources
Header photo: Trevor Hebert
Group curators
Wildlife Protection Solutions (WPS)
Software Engineer in Conservation Tech



- 2 Resources
- 15 Discussions
- 10 Groups
Wildlife Protection Solutions (WPS)
Director of Technology at Wildlife Protection Solutions. Primarily focuses on leveraging machine learning and advanced data analytics to combat poaching, monitor biodiversity, and predict environmental threats.
- 0 Resources
- 1 Discussions
- 5 Groups
Wildlife Protection Solutions (WPS)
Software Engineer in Conservation Tech



- 2 Resources
- 15 Discussions
- 10 Groups
- @machadoams
- | He/Him
Universidade Federal de Santa Catarina (UFSC)
I am a behavioural ecologist interested in the role of individual variation in ecological interactions and in human-wildlife dimensions
- 0 Resources
- 0 Discussions
- 9 Groups
- @kristian.cuervo
- | He/Him
Applied Mathematics student in Denmark, interested in applications of mathematics to ecology and nature conservation. Currently interested in developing sensors for perimeter detection in wildlife conservations in Africa.
- 0 Resources
- 4 Discussions
- 9 Groups
- @Jen_NZ
- | she/her
- 0 Resources
- 2 Discussions
- 7 Groups
- @cappel
- | she/her
Wildlife Science PhD candidate working on computer vision with camera traps and bioacoustics
- 0 Resources
- 4 Discussions
- 13 Groups
Michigan State University
Conservation Criminologist
- 0 Resources
- 2 Discussions
- 7 Groups
- @CDean
- | she/her
Grad Student, UW-Stout, Beaver habitat biodiversity research, process based restoration
- 0 Resources
- 7 Discussions
- 6 Groups
- @capreolus
- | he/him
Capreolus e.U.
wildlife biologist with capreolus.at





- 1 Resources
- 78 Discussions
- 16 Groups
- @JakobWiren
- | He,him
Swedish soon-to-be graduate engineer in AI/ML and robotics. Writing my master thesis in using decision trees for anti-poaching in Limpopo, South Africa. Am passionate about conservation, AI and travelling. Help me find a way to help you!
- 0 Resources
- 1 Discussions
- 13 Groups
- @Gabonia
- | He/him
GABriel ONIfade A. (GABONIA / mrGab), is an educator, a CS and AI advocate, a Data Engineer, an AI Engineer, an Entrepreneur, and curriculum developer based in Brooklyn, New York (NYC DOE District 19). With a background in Systems Engineering, Gabriel specializes in CS & AI Edu.
- 1 Resources
- 1 Discussions
- 4 Groups
- @Mauricio_Akmentins
- | he/him
National Scientific and Technical Research Council of Argentina (CONICET)
Researcher and conservationist, focused on the conservation of the endemic and threatened amphibian species of Andean ecoregions of NW Argentina.

- 1 Resources
- 3 Discussions
- 6 Groups
Software Engineer, Web Developer, Tech Enthusiast. I am software engineer with a background in instrumentation, primarily developing using C/C ++. Skilled in web development, with a Grad Cert in Web Development. Enjoy experimenting with tech, e.g. Raspberry Pi, Arduino and IoT.
- 0 Resources
- 0 Discussions
- 7 Groups
Can you create an ecological data collection application on Android for Gibbon and Biodiversity Research. Check out this opportunity with us!
24 August 2023
In this Conservation Tech Showcase case study from 2022 Conservation Tech Award winner MoveApps, you’ll learn how they’re breaking new ground in animal movement research with tracking data analysis tools hosted by the...
17 August 2023
I wrote a short article on new features in Firetail 11. The most recent version (11.0.3) features some great performance improvements and also fully enables the new reporting module. see also: https://wildlabs.net/...
10 August 2023
Renew Capital is sourcing startups for our next Super Angels Fund and we are hoping to close investments in 20 startups before the end of December 2023.
19 July 2023
In this article from Fran Baker, Fiona Riggall, and Ed Miller, you'll learn how tech companies like Arm can incorporate sustainability into their mindset for longterm success.
5 July 2023
Article
At Appsilon, we are always working to enable our users to get the most out of our solutions. With this in mind, we are happy to introduce two new add-ons to Mbaza AI.
4 July 2023
We've published a paper on the role of low-code Earth observation tools in the sustainability transition. It covers how different roles in a business like analysts and executives can benefit from this tech and how it...
30 June 2023
JICA, Japan’s International Cooperation Agency is seeking a digital partner with a proven track record in conservation technology as we launch a pilot project to test technologies to mitigate human-elephant conflict in...
19 June 2023
In this Conservation Tech Showcase case study from CyberTracker, you’ll learn how this software application is revolutionizing the data collection processes and enhancing efficiency in the field.
15 June 2023
This Data4Good project has led to immediate conservation impacts for many islands and many different resources. We hope that this project will inspire others to use data science and technology to solve the conservation...
17 May 2023
In this Conservation Tech Showcase case study from Happywhale, you’ll learn about how AI tools are helping researchers and citizen scientists identify and protect humpback whales.
16 May 2023
Welcome to our new Conservation Tech Showcase, a series highlighting innovative and impactful projects from outstanding organizations around the world.
11 May 2023
June 2025
event
November 2025
September 2024
event
46 Products
Recently updated products
Description | Activity | Replies | Groups | Updated |
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Hello! I'm a researcher at Loughborough University looking at how individuals use mobile phone apps to engage in climate/environmental... |
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Software Development | 1 year 9 months ago | |
There is the Conservation Tech Directory! There's an 'open-source' tag you can search by too. |
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Open Source Solutions, Software Development | 1 year 10 months ago | |
Marine Monitor (M2) LLC is a small, focused company building scalable vessel monitoring solutions to support Marine Conservation. We are... |
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Marine Conservation, Protected Area Management Tools, Software Development | 1 year 11 months ago | |
Hi everybody 👋🏽,I'm a UX designer, and I design interfaces and improve user experiences/flows. I would love to contribute to conservation... |
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Software Development | 2 years ago | |
That sounds like a really neat project! Do fish get re-caught often enough that individual ID is useful? Is sample bias (more data from popular spots) an issue? |
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AI for Conservation, Citizen Science, Software Development | 2 years ago | |
Hello all! Bluspark is a plateform that allows natural area managers such as natural parks or reserves to optimize their day to day... |
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Citizen Science, Community Base, Connectivity, Conservation Tech Training and Education, Ethics of Conservation Tech, Protected Area Management Tools, Software Development | 2 years ago | |
Thank you so much for your reply! I'll look in to this now :) |
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Acoustics, Autonomous Camera Traps for Insects, Camera Traps, Data management and processing tools, Drones, Geospatial, Software Development | 2 years 1 month ago | |
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... |
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Animal Movement, Conservation Tech Training and Education, Data management and processing tools, Emerging Tech, Human-Wildlife Conflict, Open Source Solutions, Software Development | 2 years 2 months ago | |
I'm curious to understand how people are using satellite data. What problems does satellite imagery solve for you?... |
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Geospatial, Software Development | 2 years 2 months ago | |
Hi all, In the last couple of months I have started using the Google 'Lens' app on my Android phone and I have been really impressed... |
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Software Development, Wildlife Crime | 2 years 2 months ago | |
Depending on the type of data you're needing to collect, the EarthRanger or SMART platforms might be helpful. They each have mobile apps but also a suite of integrated software to... |
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Software Development | 2 years 4 months ago | |
Hi Jim, could you please update us on your final choice and experience so far? |
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Citizen Science, Software Development | 2 years 4 months ago |
Service Designer
13 July 2022 9:05am
Director, Imaging Technology Lab (Woods Hole Oceanographic Institution)
11 July 2022 6:32pm
Data Fellow at National Center for Ecological Analysis & Synthesis
9 July 2022 1:02am
Consultancy: Development and Implementation of SMART (Spatial Monitoring and Reporting Tool) for São Tomé and Príncipe
1 July 2022 6:15pm
Hello there
1 July 2022 5:00pm
New Conservation Tech Directory update
27 June 2022 4:45pm
UKAN+ Monitoring UK Biodiversity Symposium 15-16th June
31 May 2022 2:58pm
ICT Assistant
31 May 2022 12:50pm
Full Stack Engineer (US)
13 May 2022 12:58am
Full Stack Engineer (Global)
11 May 2022 9:54pm
Looking for examples of cities using digital sustainability tools
22 April 2022 4:28pm
Join the Black Mammalogists Week Hackathon!

19 April 2022 12:00am
Looking for - Intelligence Database Software
14 June 2021 10:13am
Opportunity: Coding 4 Conservation
10 March 2022 12:00am
Apply now: Women in Conservation Technology Programme, Kenya
8 March 2022 12:00am
Technical Difficulties: Lessons from the Field of App Development

21 December 2021 12:00am
Use of apps to monitor wildlife trade
14 October 2021 8:29pm
3 November 2021 12:46am
Not designed specifically for wildlife marketplaces, but SMART Collect can be used for citizen science and community reporting projects.
5 November 2021 5:22pm
DeerLab.com's trail camera software was built to manage and analyze photos. It's a cloud-based web application that has a number of features, from photo recognition to manual tagging of any animal. While geared toward hunters, it's also used for camera trap studies.
5 November 2021 6:56pm
Biologists without Borders has developed a free mobile app (i of the Elephant) that lets the public report where ivory is being sold. We send our reports of ivory being offered for sale to US Fish and Wildlife, State wildlife agents, National Whistleblowers Center, and the Department of Homeland Security for investigation and prosecution. So far, our intel has led to six successful prosecutions in the US. It can be used anywhere in the world.
Driven by data: Improved protected area effectiveness in Royal Manas National Park, Bhutan
29 October 2021 12:00am
How do I turn a conservation tech project into a product?
20 October 2021 12:00am
Lead mobile engineer for EarthRanger
21 September 2021 7:14pm
Tools for conservation management
12 April 2019 10:57am
16 July 2021 3:32pm
I replied to one of your other posts with this so apologies if you're seeing it twice, but have you tried Vulcan's EarthRanger? That's the only thing I can think of that hasn't already been mentioned (SMART, CyberTracker, etc.).
30 July 2021 2:04pm
I just thought of something else that might be an option - Miradi Share (https://www.miradishare.org/ux/home).
3 September 2021 1:28pm
Kobocollect could be adapted to and easy to use: https://www.kobotoolbox.org/
Technology for illiterate community game guards
6 July 2019 5:47am
2 August 2021 10:16pm
I wanted to share this wonderful website I just came across from the Earth Defenders Toolkit that lists a bunch of apps and software/platforms that are used for data collection, analysis, sharing & by many Indigenous groups. Some of them specifically are aimed towards illiterate users.
Link - https://earthdefenderstoolkit.com/toolfinder
They also link to the platforms they're referencing so you can learn more about them. I hadn't heard of many of them, but they seem really useful! Cadasta, Mapbox, Field Papers, OpenDroneMap, Sapelli, etc etc
3 August 2021 4:17pm
Thanks for posting Carlybatist - very interesting link.
A couple of our WildTrack users have asked about the possibility of collecting our footprint data through the SMART app. Does anyone know a developer connected with SMART who might be able to help us discuss this possibility? Thank you!
Zoe
3 August 2021 5:05pm
I believe Monica Harris is the SMART partnership program manager - https://www.linkedin.com/in/monicabarcellosharris/.
Low-cost app and web site development for NGOs
26 July 2021 12:37am
30 July 2021 4:15pm
The depth of institutional support they have put together is impressive. I'm forwarding them to a student dev I know and will definitely keep them in mind to recommend to NGOs. Thanks for posting this!
Podcast: Designing tech for learning wild calls and audio analysis via citizen science
14 July 2021 11:34pm
WILDLABS Tech Tutors: Season 3

6 July 2021 12:00am
Ecognize: A platform for environmental and conservation issue reporting
8 April 2021 11:32pm
23 April 2021 6:17pm
Great initiative. Very detailed and many features. Wondering how nothing like this exists yet. One thing I'm thinking of is privacy. For many folks on the front line that I know (many of which indigenous persons) posting anyting that would be traceable to them in any way would be a real risk. I probably didn't read carefully enough sorry.
Theun Amsterdam
29 April 2021 2:42pm
I definitely think it's a great idea! I think some of the reasons there are country-by-country versions of initiatives like this are because of country-specific laws, regulations, privacy restrictions, level of enforcement, etc. There is also the issue of multi-national organizations such as WWF, WCS, FFI, etc. who may be working in some areas alongside local, community-led initiatives. You'd just want to be careful that there was equitable distribution of reports. On that note, internet access and smartphones may not be available in many places globally. I work in Madagascar and this would definitely be a problem. Perhaps allowing some sort of retroactive reporting, so someone who saw something but didn't have internet could at least report it the following week when they are back at a research station or town, for example.
I would worry too about the users reporting illegal activity and what specific security protections are in place to ensure any personally-identifiable information cannot be leaked. It might be worth thinking about how those engaging in the illegal activities themselves may try to weaponize an app like this, e.g., a large-scale mining operation reporting individuals from the community for cutting down trees (the scale of one versus the other is very different, but company-backed illegal activity will have more resources than an indigenous tribe, for example). Given how corrupt officials in different goverment agencies help perpetuate shady business dealings, there could be targeted or inequitable enforcement based on reports like this.
I would recommend reaching out to folks specifically embedded in this space, such as the people at TRAFFIC, TRACE (wildlife forensics), etc. The folks at SMART will likely have good ideas, and already have some of the functionality you're describing (albeit focused on rangers and park officials rather than the general public at large).
18 June 2021 11:54am
Hi writer (I didn't get your name ;-),
if you like we can talk for 30min or so to review your solution. There are a number of them out there, including our Cluey Data Collector & Tracking app.
The main things that we wanted to solve was:
- ease to start a project (without requiring the user to understand things like data-models etc.)
- seamless integration with other data sources and (realtime) analytical functions to help rangers optimize patrols etc.
- ease to share observations
- ease to combine/aggregate project
Would be great to share some ideas and see if we can help each other,
Best,
Jan Kees
Software/Programme for counting objects in a photo
5 March 2019 12:04am
5 March 2019 6:14am
Hi Wilson, Similar product we are creating at https://aivi.in . We are focused on audio, image, vedio based intelligent and based out of Bangalore,India. Currently implementing this solution( Computer vision, IoT , Cloud , Intelligent) for one of santuary in India to detect poachers and animals
Attaching idea snap that we are implementing. Intellgence Dashboard provides all related details ( Count etc.) This is just driven by IoT enabled camera and Mobile App for plug and play solution
28 March 2019 9:22am
I'd highly suggest going with a pre-built service like AWS Rekognition or Google Vision, as their models are already trained with more images that you could possible do yourself.
18 June 2021 11:53am
hi Louise, I don't know if you are still looking, but we've just become second (5 digits behind the comma ;-) at the iWildcam2021 Kaggle competition. We're currently building a full-circle solution to:
- identify objects, people and animals on images
- determine whether they form a time sequence (several images in a row showing the same animal that passes by)
- count the number of object/animals seen in that sequence
- place classifications that do not pass a user-defined threshhold in a queue
- provide an interface to manually classify these images
- and pass back the results to a client. This could be an API, or our any of the analytical tools in out WITS platform
If you are interested in a call, you can reach me at hello@sensingclues.org,
Best regards!
Jan Kees
Webinar: Can we redesign conservation funding?

17 June 2021 12:00am
21 March 2022 9:19pm
Hi Dexter,
In case you have not found your solution yet: I don't know of an off the shelf solution for what you need, but it seems to me that any more or less developed relational database software can do the core of what you are looking for.
You'll need to develop the database application to model (perhaps people from Hemmersbach can help with that) and store what data you want to capture about suspects, incidents, firearms and what have you.
Export to XL should be a no-brainer .
Entity-relationship visualization (I think you mean networks of suspects, firearms, etc.) is not easy for such softwares, but exporting the data and then importing to a network visualizer (GEPHI perhaps) should be possible.
For temporal and spatial data you would do something similar. Don't let the database software do it (unless it has a plugin or extension for it) but export to Geographical Information System software. I can not suggest any, but there must be plenty of that around, probably even open source/freeware.
If you insist on having it all integrated, then that is probably possible, but you'll have to pay a developer for it.
Hopefully this helps
Frank