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.
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- 1 Discussions
- 5 Groups
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- 6 Discussions
- 4 Groups
Robotic engineer, working on environmental and biodiversity monitoring.

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- 1 Discussions
- 3 Groups
Octophin Digital
Director at Octophin, building software for wildlife conservation. Including WILDLABS.



- 2 Resources
- 24 Discussions
- 2 Groups
- @bluevalhalla
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BearID Project & Arm
Developing AI and IoT for wildlife





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- 45 Discussions
- 8 Groups
- @hmanning
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- @erinconnolly
- | She/her
University College London (UCL)
PhD Student at UCL's People and Nature Lab. Studying human-livestock-wildlife coexistence in the Greater Maasai Mara Ecosystem, Kenya.
- 0 Resources
- 0 Discussions
- 8 Groups
- @KellyFaller
- | she/her/hers
Rutgers University
Lead Estuary Science Coordinator at the Partnership for the Delaware Estuary and Masters Student at Rutgers University in the Department of Ecology and Evolution. Using bioacoustics in tidal marsh ecosystems for restoration and conservation.

- 0 Resources
- 3 Discussions
- 14 Groups
Over 35 years of experience in biodiversity conservation worldwide, largely focused on forests, rewilding and conservation technology. I run my own business assisting nonprofits and agencies in the conservation community



- 5 Resources
- 62 Discussions
- 12 Groups
- @jasminedaly
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Principal Consultant & Founder of Daly Analytics which helps nonprofits and purpose-driven teams make sense of their data.
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- @eccrc25
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In February, we released an open call for the WILDLABS TECH HUB, offering 3 months of support for solutions using technolgy to tackle the illegal wildlife trade. We were overwhelmed by an incredible 37 submissions,...
13 May 2019
Ted Schmitt joined us for a lunchtime lecture in which he shared his experiences working across Africa the past five years with protected area managers, anti-trafficking organisations, and scientists to effectively...
22 November 2018
Funding
Empowering communities to monitor & report on their environment
19 February 2018
Following the UK Government’s landmark announcement of plans to introduce a complete ban on the domestic trade in ivory, it was fitting that a new machine learning product designed to tackle the supply end of this...
6 December 2017
Article
A new research project is looking to investigate whether technology combined with the ancient skills and knowledge of Namibian trackers can help save cheetahs from extinction. Called FIT Cheetahs, the research project...
4 December 2017
Our panel of international experts has been hard at work reviewing the 47 proposals we recieved for innovative technological tools to address human wildlife conflict. The panelists have systematically been assessing the...
20 October 2017
It’s one thing to hear that a project is working, it’s another thing entirely to see the data brought to life. Using submersible and aerial drones, as well as scientists with snorkels and digital cameras, The Nature...
4 October 2017
The Domain Awareness System (DAS) is a revolution in monitoring technology, creating real-time awareness of protected areas assets. This technology has the potential to completely change standard monitoring procedures...
26 September 2017
Welcome to an installment of a new series from the Wildlife Crime Tech Challenge in which we will be sharing updates from their 16 Prize Winners who are working to combat wildlife crime around the globe. This fourth...
17 August 2017
With the craze around Pokémon Go in 2016 and the recent release of Apple’s AR Kit, augmented reality is coming out of the shadow of its sexier twin, virtual reality. The opportunities for using AR to engage audiences...
19 July 2017
Frustrated by the limitations of the tools that were available for managing large camera trap data sets, Heidi Hendry and Chris Mann set out to develop something that met their needs, and thus, Camelot was born. In...
7 July 2017
Funding
The European Space Agency is calling for Kick-Start ideas to leverage space technology for wildlife protection. Three main topics of interest have been identified: 1) Wildlife monitoring, tracking and inventory, 2)...
5 July 2017
June 2025
event
November 2025
January 2025
event
46 Products
Recently updated products
Description | Activity | Replies | Groups | Updated |
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Hi Zhongqi! We are finalizing our modelling work over the next couple of weeks and can make our work availabile for your team. Our objective is to create small (<500k... |
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AI for Conservation, Camera Traps, Software Development | 6 months ago | |
It's a really good question, Colleen!Ideally, I would work with two developers, or at least one developer and one other party who knows what developing an app like this would mean... |
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Data management and processing tools, Software Development | 6 months ago | |
Hi WILDLABSWe have been working on a macOS version of PAMGuard and it would be great if some folk here in the community would like to give... |
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Acoustics, Software Development | 6 months ago | |
One thing I love about software is that in an ever-changing landscape of languages, frameworks, and tools, you can never stop learning.... |
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Software Development, AI for Conservation | 6 months 1 week ago | |
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... |
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Camera Traps, Data management and processing tools, Open Source Solutions, Software Development | 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 | |
I think this should be a high priority for one of our initial discussions and I also believe we should revisit on some cadence as well. It is so open ended and I think it is... |
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Software Development | 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 | |
I'm not affiliated, I just happened across it... not sure who is actually leading it. |
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Software Development, Early Career, AI for Conservation, Citizen Science, Climate Change, Conservation Tech Training and Education, Funding and Finance | 7 months 3 weeks ago | |
Hi all! I've recently founded a company called EarthScape, which is focused on helping landowners transition to Native Plants, using... |
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Software Development, Climate Change, Data management and processing tools | 7 months 3 weeks ago | |
Hi loveness Comprehending the given answers, I hope this link will help you understand more about SMART. its contain courses of SMART traininghttps://smart.... |
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Community Base, Conservation Tech Training and Education, East Africa Community, Software Development | 8 months ago | |
Hi all,I hope to tap into the community knowledge and experience. I am a software engineer and have a computer science degree. My interests... |
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Early Career, Software Development | 8 months 4 weeks ago |
Looking to understand SMART
31 July 2024 7:06pm
26 August 2024 10:42am
Have you looked at some of the case studies published on SMART website. Also SMART webinars on Youtube could also interesting to understand the software.
Also recommend looking at SMART alternative EarthRanger which is far more simpler than SMART.
EarthRanger: Protecting Wildlife With Real-Time Data
EarthRanger: Protecting Wildlife With Real-Time Data
18 September 2024 10:52am
Hi loveness
Comprehending the given answers, I hope this link will help you understand more about SMART. its contain courses of SMART training
https://smart.campusuci2.com/course/index.php?categoryid=5
Thanks
JavaScript developer at Octophin
3 September 2024 3:18pm
Path towards careers blending software, complex systems and biomimicry...
25 August 2024 6:40pm
WILDLABS Virtual Meetup: Bioacoustics Data Analysis and AI
22 August 2024 7:22pm
Using app-building tools for conservation monitoring
1 February 2018 5:19pm
15 March 2018 1:19am
I've just started looking at an app called ProofSafe, which will probably do what you want.
16 May 2018 5:42am
Hi @djscrazyhorse
I've been looking at a similar thing. I actually decided against it in the end, and instead to take a tack of developing a solution for a particular niche.
I just published an article about the thought process here:
https://medium.com/mdes-environmental-social-impact/photo-monitoring-for-the-flax-roots-557749cdb6f3
Would love to hear your thoughts.
Any reason you went with those particular App Builder solutions, out of interest?
11 August 2024 7:25pm
Hi Sam,
Your medium article is an interesting tale from an entrepreneurial perspective.
Are you still working on the app? How did the story end?
cheers
Frank
AI and Ecology Research Infosession
1 August 2024 3:58pm
23 August 2024 9:44pm
Tutorial: model quality estimation with Firetail 12
9 July 2024 8:43am
31 July 2024 6:44pm
so great!!!
Move BON Development: Follow up discussion
19 June 2024 12:02pm
11 July 2024 10:14pm
You can catch up on the recording at that same link to the June Variety Hour! Lacey's fabulous talk starts around the 9:40 mark :)
12 July 2024 5:38am
Hi Talia!
I feel like the topic is so broad that it might help to put some constraints around things, see what works, and then broaden those out. I have a lot of ideas regarding the data monitoring and collection side based on the other sensor and observation networks we've set up in the past.
There may also be some potential scope to incorporate things like data collection and integrated monitoring to the Build Your Own Datalogger series where the system is updated to feed data into the observation network.
It'd probably take a bit of discussion and coordination. Let me know if interested. I'm fine to jump on a call or discuss via email too.
22 July 2024 9:24pm
@cmwainaina please take a look
Sea Turtle Conservation Tech Solution in Kenya's Coast: Photo-ID Programme by Bahari Hai
19 July 2024 2:30pm
Free and Open Source Software for Geospatial
5 July 2024 7:30pm
DFPlayer Mini (DFR0299)
27 June 2024 1:30pm
Enter to win a free thermal camera!
26 June 2024 5:38pm
4 reasons to consider TNFD for nature reporting
12 June 2024 1:52pm
€4,000 travel grants for insect monitoring an AI
6 June 2024 4:49pm
New WILDLABS Funding & Finance group
5 June 2024 3:24pm
5 June 2024 4:14pm
6 June 2024 1:38am
6 June 2024 4:16am
Apply! 2024 Conservation Tech Award
3 June 2024 3:51pm
Uploading External Recordings for Templates?
23 May 2024 4:52pm
23 May 2024 9:15pm
Hi Cortney!
I'm Carly, the Science Outreach Lead at Arbimon :)
I wanted to just point out that we have support docs and help pages at help.arbimon.org and also a link to contact us directly for help!
Regarding the error you're getting with the upload, it's probably easiest to switch over to email so I can get more information on the project and look into it on the backend. I would also recommend using the Uploader App rather than the web uploader, if you're not already.
But your idea is correct, we have many users who import renamed Xeno-Canto files to Arbimon to use as templates!
What's your email? We can continue the convo to get you set up!
23 May 2024 10:27pm
Thanks Carly! I had reviewed some of the help files, but clearly not the right ones!
My email is deanc5697@my.uwstout.edu
Share Your Work in a Conservation Technology Video
17 May 2024 9:06pm
WILDLABS AWARDS 2024 - Underwater Passive Acoustic Monitoring (UPAM) for threatened Andean water frogs
30 March 2024 3:54pm
5 April 2024 12:13pm
Congratulations, very exciting! Keep us updated!
7 April 2024 6:09pm
This is so cool @Mauricio_Akmentins - congrats and look forward to seeing your project evolve!
1 May 2024 5:17pm
Congratulations! My first hydromoth was just arrived yesterday and so excited! Looking forward for the update from your project!!!
The Inventory User Guide
1 May 2024 12:46pm
Introducing The Inventory!
1 May 2024 12:46pm
22 July 2024 10:55am
23 July 2024 2:05pm
23 July 2024 2:53pm
Hiring Chief Engineer at Conservation X Labs
1 May 2024 12:19pm
Earth Blox dataset review: Meta Global Canopy Height (1m)
23 May 2024 7:23pm
27 May 2024 8:58am
Newt belly pattern for picture-matching
18 April 2024 3:57pm
19 April 2024 10:31am
19 April 2024 4:14pm
Hi Robin this is a great idea! Have been thinking about approaching the community for quiz questions. Will reach out to Xavier to ask if we can use it or if he wishes to run it on next Wednesdays VH
22 April 2024 11:27am
Thanks, and that's a match!
All these pictures are from a lab experiment and formated with AmphIdent. We took weekly belly pictures of several larvae. The aim of this google form is to validate (by comparing answers with the lab reference image base) picture-matching by human is reliable although the change of pattern can be verry quick at this life stage.
If validated there will be the need to improve existing pattern-matching solutions for in situ observations of larvae, for instance with ML and/or Human Learning (thanks Zooniverse)...
WILDLABS AWARDS 2024 - No-code custom AI for camera trap species classification
5 April 2024 7:00pm
10 April 2024 3:55am
Happy to explain for sure. By Timelapse I mean images taken every 15 minutes, and sometimes the same seals (anywhere from 1 to 70 individuals) were in the image for many consecutive images.
17 April 2024 5:53pm
Got it. We should definitely be able to handle those images. That said, if you're just looking for counts, then I'd recommend running Megadetector which is an object detection model and outputs a bounding box around each animal.
21 April 2024 5:19pm
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 is a big invasion of huge snakes. In various areas there are big herds of wild horses that will eat themselves out of habitat also, just to name a few examples. Actually the data would probably be useful in looking for invasive weeds, that is not my focus but the government of Canada is thinking about it.
Does your research focus on photos, or can you analyze LIDAR? I don't really know what emitters are available to fly over an area, or which beam type would be best for each animal type. I know that some drones carry a LIDAR besides a camera for example. Maybe a thermal camera would be best to fly at night.
Applied hierarchical modelling (AHM) for species distribution and abundance
9 April 2024 7:22pm
Underwater advertisement call of the threatened Telmatobius rubigo (Anura: Telmatobiidae
6 April 2024 9:56pm
9 August 2024 1:30pm
In addition to the suggestions already listed, I'd recommend engaging with the SMART Community Forum:
Community Forum
There are also many peer reviewed papers on the topic, for example:
Conservation Technology - Google Books
The global loss of biodiversity is occurring at an unprecedented pace. Despite the considerable effort devoted to conservation science and management, we still lack even the most basic data on the distribution and density of the majority of plant and animal species, which in turn hampers our efforts to study changes over time. In addition, we often lack behavioural data from the very animals most influenced by environmental changes; this is largely due to the financial and logistical limitations associated with gathering scientific data on species that are cryptic, widely distributed, range over large areas, or negatively influenced by human presence. To overcome these limitations, conservationists are increasingly employing technology to facilitate such data collection. Innovative solutions have been driven by dramatic advances in the conservation-technology interface. The use of camera traps, acoustic sensors, satellite data, drones, and computer algorithms to analyse the large datasets collected are all becoming increasingly widespread. Although specialist books are available on some of these individual technologies, this is the first comprehensive text to describe the breadth of available technology for conservation and to evaluate its varied applications, bringing together a team of international experts using a diverse range of approaches. Conservation Technology is suitable for graduate level students, professional researchers, practitioners and field managers in the fields of ecology and conservation biology.
http://www.primate-sg.org/storage/pdf/VJP_3_4_pp59-68.pdf
Willingness to Adopt the Spatial Monitoring and Reporting Tool (SMART): The Case of Ugalla Game Reserve, Tanzania. | EBSCOhost
Discover this 2021 paper in Journal of Education, Humanities & Sciences (JEHS) by Magige, Flora John; Nahonyo, Cuthbert L.; Wilfred, Paulo; et. al. focusing on: TANZANIA; PROTECTED areas; EMPLOYEE training; HUMAN resources departments; LAW enforcement; GAMES
Law Enforcement for Wildlife Conservation (Chapter 2) - Artificial Intelligence and Conservation
Artificial Intelligence and Conservation - March 2019
Asia-Pacific Forest Sector Outlook: Innovative forestry for a sustainable ... - Pingault, N., Roshetko, J.M., Meybeck, A. (eds.) - Google Books
Young students and people, formally or informally engaged in the forest sector, will be the guardians and managers of tomorrow’s forests. Technology savvy, the youth can play an instrumental role in the uptake and scaling-up of innovative technologies (whether digital technologies, biological technologies, technical innovations on processes and products, or innovative finance and social innovations), able to advance sustainable development in the forest sector in the region. Young people can bring in the innovation debate forward-looking perspectives and out-of-the-box thinking. This is why FAO and CIFOR/FTA decided to strengthen their voice in the debate, relaying their experiences and propositions for sustainable innovation in the forest sector. This FAO and CIFOR co-publication gathers 13 youth contributions, carefully selected. These contributions illustrate, in various contexts, the potential of innovative technologies to advance sustainable forestry and sustainable forest management in the Asia-Pacific region.