Wildlife crime is one of the greatest challenges facing conservation, and one of the conservation tech world's biggest areas of innovation. With new ideas and solutions constantly being put forth to track and protect species targeted by poachers, manage protected areas and support rangers, and combat the growing online market for illegal wildlife products, the engineers and conservationists working to solve wildlife crime's many challenges rely on tools like machine learning, biologging, camera traps, acoustic monitoring, drones, mobile apps, and more.
This wide variety of overlapping technology makes our Wildlife Crime group a potential melting pot for many of our other communities, and makes it an especially exciting place to find collaborators working in different tech spheres to meet a common goal. Whether you're a camera trap expert looking for information on thermal vision to spot potential poachers, a machine learning expert with the skills to analyze acoustic data for gunshots, or a protected area manager seeking the latest integrated mobile tools, this group can connect you with the right members of our community!
Below, you'll find WILDLABS resources and conversations to help you understand how different technologies are being put to work in the fight against wildlife crime, and what conservation tech practitioners need for these tools to be effective.
Three Tutorials and Videos for Beginners:
- How do I use AI to fight wildlife crime? | Lily Xu, Tech Tutors
- WWF Wildlife Crime Technology Project | Eric Becker, Virtual Meetups
- SmartParks | Laurens de Groot, Virtual Meetups
Three Forum Threads for Beginners:
- Snare detection technologies | Rachel Kramer
- Tools for conservation management | Chris Muashekele
- Looking for Intelligence Database Software | Dexter Oelrichs
Three Articles for Beginners:
- Using AIS data to investigate the world's fishing ports, Max Schofield
- How do Wildlife Crime Experts view Remote Sensing Technologies used to Combat Illegal Wildlife Crime?, Isla Duporge
- Metal Detecting Sensors for Anti-Poaching, Sam Seccombe
Join this group now to get to know our community and start discussing solutions and ideas together!
Header photo: © Frank af Petersens/Save the Elephants
- @muganyizi
- | Mr.
Muganyizi Melchior Kamuganga is a Tanzanian youth passionate about creating positive social changes. He is a professional Wildlife manager and passionate beekeeper. He is a member of the Lightup impact community in east Africa, Masterpeace global network, Metis and Ashoka alumni
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- 7 Discussions
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World Wide Fund for Nature/ World Wildlife Fund (WWF)
Lead specialist in animal population monitoring at WWF combining field experience with innovative technologies like environmental DNA and AI to advance global biodiversity conservation through cost-effective monitoring methods.


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- @Bistra_Dilkina
- | she/her
Assoc. Prof. of Computer Science at USC and co-director of USC Center for AI in Society. Integration of machine learning and optimization, decision making, conservation planning, wildlife corridors, climate impacts, disaster resilience, wildlife trafficking.
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Natural Solutions

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Tech for Conservation

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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

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- @rowan
- | they / them
Octophin Digital
Jack of all Trades. I've been a zoo keeper, a conservation geneticist and a web developer who specialises in conservation projects and orgs.


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Technologist and Visual storyteller focusing on social, conservations issues.



- 1 Resources
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- @alexrood
- | she/her
WILDLABS & World Wide Fund for Nature/ World Wildlife Fund (WWF)
I'm the WILDLABS Communications and Community Management Associate Specialist at WWF-US





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Interested in bioacoustics
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- @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.
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I am the project coordinator of the Wildlife Forensic Fund. We help combat wildlife crime by funding the training of first responders to preserve evidence and take them to court successfully. We are eager to connect with wildlife forensics enthusiasts.
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Society’s Marine Protection Prize will award $450,000 for innovative solutions and technologies that protect and sustain fisheries in coastal communities
1 February 2018
‘The Field’… Say the words ‘The Field’ to a group of conservationists and it will immediately conjure up vivid memories of everything from sticky wet rainforests to burning dusty deserts. What’s more, it’s almost...
17 January 2018
The WWF Wildlife Practice has a small amount of funding available to provide grants of around €10,000 to support key innovative ideas.
11 January 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
The inherent complexity of not only deploying technologies in the field but also doing so in a scientifically rigorous manner can prove a substantial barrier for the effective use of conservation technologies, and clear...
11 October 2017
To spur continued progress in advancing the promising solutions that have emerged through the Wildlife Crime Tech Challenge, USAID have awarded three of their 16 Prize Winners an additional Acceleration Prize, worth a...
29 September 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
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
Its been a busy couple of months for the Open Acoustic Devices team. They've just returned back from Belize where they have been trialling the new AudioMoth design for gunshot detection. Find out what they've been up to...
27 June 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. Slow lorises...
23 June 2017
In this From the Field interview, we speak to Eric Becker, a conservation technology engineer at the World Wildlife Fund US. He talks about his work in technology design and the key challenges he's experienced...
22 May 2017
June 2025
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42 Products
1 R&D Projects
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Recently updated products
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Recently updated organisations
Description | Activity | Replies | Groups | Updated |
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The European project Nature FIRST is hosting its final conference at Ouwehands Dierenpark in the Netherlands on 25–26 June 2025,... |
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Community Base, Conservation Tech Training and Education, Data management and processing tools, Earth Observation 101 Community, Emerging Tech, Human-Wildlife Conflict, Protected Area Management Tools, Wildlife Crime | 7 hours 47 minutes ago | |
Hi Georg,Oh, that's a pity. But thanks anyway for checking!Really appreciate it!CheersMartina |
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Wildlife Crime | 1 week 2 days ago | |
Hi Adam! Sounds like you have your work cut out for you. I have not used radar systems or AI systems for this sort of detection, but there are methods using change detection... |
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AI for Conservation, Drones, Wildlife Crime | 1 month ago | |
Hi @iainmcnicol , welcome to WILDLABS! Thanks for posting this on here. I have shared with my colleagues at Fauna & Flora who have some experience (especially with the... |
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Community Base, Geospatial, Protected Area Management Tools, Wildlife Crime | 1 month 1 week ago | |
Great dear Travis,This is a great news and an opportunity to me and my local bee keepers. It really sounds very helpful.Here is my contacts:Email: muganyizi@pales.or.tz ... |
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Climate Change, Conservation Tech Training and Education, East Africa Community, Funding and Finance, Human-Wildlife Conflict, Wildlife Crime | 1 month 2 weeks ago | |
You can also check out WWF's newly launched C2C: Conflict to Coexistence approach. It provides a framework and methodology for developing tailor-made human-wildlife conflict (HWC... |
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Wildlife Crime | 3 months 1 week ago | |
Not a book, but a very real documentary:Stroop - Journey into the Rhino Horn War |
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Wildlife Crime | 3 months 2 weeks ago | |
Thank you so much for sharing! They seem to only state the official DFFE statistics nowadays. From my connections in SouthAfrica these numbers don't always seem to reflect... |
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Wildlife Crime | 3 months 2 weeks ago | |
Hey Xiona,I see that you are from a university that is very close to where I live. I have a platform that is well suited for combating wildlife crime and I perceive that it’s... |
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Wildlife Crime, Acoustics, Latin America Community | 4 months 3 weeks ago | |
Hats off to your team for this absolute game-changing technology! We rescue stray and wild animals in Taiwan, and the bulk of our work is saving animals maimed by wire snares... |
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AI for Conservation, Drones, Emerging Tech, Human-Wildlife Conflict, Wildlife Crime | 6 months ago | |
Because spotting the trucks on the roads is trivial. You could do it from 150m or further away in complete darkness. If this interests someone then I have a solution to do that. |
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Wildlife Crime | 7 months 1 week ago | |
Thanks, we know they are breeding these animals here, I asked, since it's seems to be an expensive hobby, we need to allocate more funding for rural women in entrepreneurship and... |
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Acoustics, Animal Movement, Citizen Science, Human-Wildlife Conflict, Protected Area Management Tools, Wildlife Crime | 7 months 1 week ago |
International Elephant Foundation call for $15K projects
22 May 2024 5:09pm
Measurements for species vulnerability to overharvesting
20 May 2024 3:06pm
Share Your Work in a Conservation Technology Video
17 May 2024 9:06pm
The Inventory User Guide
1 May 2024 12:46pm
Introducing The Inventory!
1 May 2024 12:46pm
23 July 2024 2:05pm
23 July 2024 2:53pm
Hiring Chief Engineer at Conservation X Labs
1 May 2024 12:19pm
Snare detection technologies
23 May 2017 4:19pm
5 February 2019 1:25am
I’m very interested in this topic. I know the thread is a couple of years old, so I’m wondering if there have been any recent tech breakthroughs or new suggestions.
5 October 2019 2:11am
Hi Dave,
How did the trial with the dogs go?
Chris
20 March 2024 7:12pm
I am interested in expanding our capability and understanding of snare detection by canines. We have two canines working in Asia that have successfully detected snares in training scenarios. However, final protocols for training and deployment are being developed and integrated into the team's capability.
A potential enhancement is to add technology that supports the canine's detection capability.
Here's what you missed at World Wildlife Day 2024
7 March 2024 9:02pm
15 March 2024 2:42pm
Species ID Needs?
19 February 2024 7:55pm
23 February 2024 2:10pm
Hello Nadia,
A forensic genetic challenge exists when DNA is destroyed by processes used in manufacturing of derivative animal products, preventing law enforcement in identification of protected species. Alternative methods such as lipid profiles or isotope analysis unique to certain species may be possible but require voucher specimens that may or may not be available and methods that have not been tested or peer reviewed. Examples below:
- derivative products made from endangered shark squalene (eg. Liver oil capsules).
- derivative products made from lion bone and tiger bone (eg. lion bone cake and tiger wine).
This is a law enforcement issue and would like to discuss possible solutions.
1 March 2024 2:27am
Hi Scott, thanks so much for sharing your thoughts here! It would be great to learn more about this, would you be interested in finding a time to chat? Thanks!
SMART Partnership Director
21 February 2024 4:32pm
Senior Software Engineer, Skylight
21 February 2024 3:44pm
New DNA tests achieve first convictions for raptor thefts
13 February 2024 7:12pm
Rapid onsite DNA test identifies bushmeat at airport
6 February 2024 3:47pm
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.
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).
Presentation opportunity: Text analysis for conservation (NACCB 2024)
8 January 2024 4:05pm
Apply to Beta test Instant Detect 2.0
11 May 2023 10:55am
21 December 2023 3:48am
Will you accept personal/hobbyist focused on conservation on their small plots of land (10-100 acres)?
I would, and know others, who would happily pay more than the official conservationists rate for the service, which could help to further subsidize the project. (Referring to your statement here: https://wildlabs.net/discussion/instant-detect-20-and-related-cost)
Update on SEE Shell App to identify illegal tortoiseshell products
14 December 2023 10:00pm
ICOTEQ launch TAGRANGER® system of products
23 November 2023 1:25pm
Creating Awareness on Bushmeat Offences Using Local Barazas and SMS
14 November 2023 6:44pm
Looking for tips about masters in Wildlife forensics and possible places to get some work experience.
10 September 2016 10:21am
5 November 2023 10:35am
Did you find anything?
7 November 2023 8:48pm
I have not personally done this program but I was considering it at one time. The University of Florida has a virtual wildlife forensics program that I have heard great things about!
8 November 2023 1:30am
Yes, I considered that one as well. At the time of this post (2016) the full masters wasn't available yet, only the online certificate courses. Unfortunately, both the masters and certificate courses were to expensive for me at the time.
Insight; a secure online platform designed for sharing experiences of conservation tool use.
7 November 2023 1:01pm
A Market Reduction Approach to Illegal Ivory Markets in Tanzania
30 October 2023 7:41am
5 Trailblazing Wildlife Monitoring Tech Solutions across East Africa. What Monitoring Technologies are you using?
25 October 2023 12:40pm
Help Panama Fight Ecocide
23 October 2023 7:59pm
Video: WCS Uganda innovating Human-Wildlife Conflict solutions
5 September 2023 12:04pm
Artificial Intelligence in African Anti-Poaching Strategy | by Tusk | Jul, 2023 | Medium
12 July 2023 4:59pm
The Wildlife Society Conference
19 June 2023 5:59am
Southeast Asia Counter Wildlife Crime Program Coordinator
31 May 2023 1:00pm
22 July 2024 10:55am