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
- @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!
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- 1 Discussions
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- @Freaklabs
- | He/Him
Freaklabs
I'm an engineer and product designer working on wildlife conservation technology.



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Ol Pejeta Conservancy
Endeavoring to implement tech solutions for conservation.



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Liverpool John Moores University
Sensors, remote sensing, embedded systems, Drones
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- @jmasseloux
- | She/Her
Programme Coordinator and M&E Specialist at ZSL Thailand

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- @Laila
- | she
I am a biologist specialized in animal behavior and welfare, with extensive experience in project management related to conservation and wildlife protection. My work focuses on research and implementing strategies to prevent species trafficking, enhance transnational cooperation,
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- @TMaroulis
- | He
Farmer/Engineer looking to apply technology to the rangelands
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- 3 Groups
Data Scientist/AI Engineer, Birdwatcher, Trail Runner: here to learn about conservation tech & contribute where I can.
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An electrical engineer creating scalable tech for conservation.
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- @Aurel
- | She/Her
Looking to reconcile biodiversity conservation and finance.

- 0 Resources
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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
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Description | Activity | Replies | Groups | Updated |
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Hi Isla, The 3 threats are all situational and location dependent. For example, in South Africa there is a very well established muti industry and huge muti markets in KwaZulu... |
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Wildlife Crime | 8 years 3 months ago | |
Wildlife Crime group, A set of Training Guidelines for Anti Poaching Field Rangers were launched... |
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Wildlife Crime | 8 years 3 months ago | |
Hi everyone, Isla has shared the results of this survey in a new article in our Resources area. You can read her full analysis of the survey results here: https... |
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Wildlife Crime | 8 years 6 months ago | |
That paper is available on Sci Hub. |
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Wildlife Crime | 8 years 9 months ago | |
I just saw this article about embedding GPS trackers in fake turtle eggs. It reminded me of the Nat Geo story from last year where they did... |
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Wildlife Crime | 8 years 9 months ago | |
It sounds like @David+Baisch at Conservation X Labs just ordered a SCiO spec and developer's kit to test its sensitivity. They're interested in ... |
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Wildlife Crime | 8 years 9 months ago | |
Hello all, A new rhino poaching report is out by the Global Initiative against Transnational Organized Crime. ... |
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Wildlife Crime | 8 years 10 months ago | |
Here's a few apps relevant to combatting wildlife crime. 1. ENV- Report Wildlife Crime - This app specifically focuses on... |
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Wildlife Crime | 9 years 1 month ago | |
Hi Gautam, I think the best way is have them read the thread, and then get back to me with questions - I can then respond on a case-by-case basis. Our website is here:... |
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Wildlife Crime | 9 years 3 months ago | |
Hi All, Rachel has asked that I tell you a bit about who we are and what we do and how we think we can help this group. We are... |
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Wildlife Crime | 9 years 3 months ago | |
This post made me wander whether we could employ social media listening tools to identify illegal wildlife trade hotspots, levels, changes in ... |
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Wildlife Crime | 9 years 3 months ago | |
The Journal of Animal Ecology with the Journal of Applied Ecology and Methods in Ecology and Evolution have published a... |
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Wildlife Crime | 9 years 4 months ago |
Technical Difficulties: Expect the Unexpected

27 October 2021 12:00am
Technical Difficulties: Cleared for Takeoff

20 October 2021 12:00am
Technical Difficulties: Understanding the Realities

13 October 2021 12:00am
NParks opens Singapore’s first Centre for Wildlife Forensics
20 September 2021 12:00am
Tech Tutors: How do I use AI to fight wildlife crime?
1 September 2021 10:59pm
Looking for - Intelligence Database Software
14 June 2021 11:01am
8 July 2021 8:31am
Hi Dexter
We have a bunch of tools for you guys at Natual-solutions.eu ...
Ave a look at https://geonature.fr/ its alll open source, we can translate it all for you if needed ...
Please fell free to email us at
contact@natural-solutions.eu
9 July 2021 12:56am
Thank you very much! I'll email you now.
Announcing the 2021 CLP Team Award Winners
17 May 2021 12:00am
It Takes a #Tech4Wildlife Community
17 May 2021 12:00am
Getting Started with Conservation Dogs: An Interview with Paul Bunker

7 May 2021 12:00am
Ecognize: A platform for environmental and conservation issue reporting
8 April 2021 11:47pm
16 April 2021 10:52pm
Update (April 16): I just open-sourced the code at https://github.com/ecognize-hub/ecognize. I released it under the Apache 2.0 license so it can be used for pretty much anything, including commercial use.
Webinar: 'Advances in use of SMART approach, tools and technology'

12 March 2021 12:00am
How do I strategically allocate drones for conservation?

8 February 2021 12:00am
Protecting Wildlife with Machine Learning
29 January 2021 12:00am
New Paper: Empowering Rangers Through Technology and Innovation
27 January 2021 12:00am
Survey for Wildlife Conservation: Do We Need Hand of Technology?
27 December 2020 3:35pm
How do I use open access remote sensing data to monitor fishing?

24 November 2020 12:00am
Webinar: Getting Started With SMART

11 November 2020 12:00am
Hackathon Opportunity: Vaquita Hacks
10 November 2020 12:00am
[Webinar series] Wildlife Crime is Financial Crime: A collaborative approach in the fight against wildlife crime
15 October 2020 10:16am
Designing a Camera Mount with FLIR and WWF
24 August 2020 12:00am
WWF US Conservation Leadership Award
13 August 2020 12:00am
Challenge: ElephantEdge
11 August 2020 12:00am
Metal Detecting Sensors for Anti-Poaching
10 August 2020 12:00am
Recognising illegally-traded animal body parts
18 June 2020 7:32pm
31 July 2020 2:30pm
Hi Sara and Debbie,
Just wanted to chime in here since I actually worked on this exact project several years ago when I was an intern at WWF.
We used scans from a near infrared spectrometer to classify ivory. The model was able to distinguish between fake and real ivory, including even distinguishing between elephant ivory and mammoth ivory. My manager for the internship, Rachel Kramer, had done all the hard work of collecting hundreds of scans of ivory samples from various museum collections and ivory that had been seized.
I am happy to share more details about the project if you are interested. Unfortunately I did not get to see it through because I was only working there for one summer three years ago, but I now work as a data scientist and so I have a lot more experience with this type of modeling.
31 July 2020 3:04pm
Very cool! It makes total sense to use a more informative sensor like a spectrometer for this. I'm not surprised to hear that WWF was interested! Do you know if the model you trained is being used anywhere?
31 July 2020 5:28pm
I am really curious! I will ask my old manager and get back to you.
FIT Identification - Possibilities for use as an anti-poaching tool?
13 July 2020 10:43pm
Tech4Wildlife News: SMART Mobile
23 June 2020 12:00am
We want to provide tracking and surveillance tech FOC to catch poachers.
14 October 2019 3:22pm
14 October 2019 11:57pm
I RUN THE GLOBAL WILDLIFE WARRIORS NETWORK COMPRISED OF 30 ONLINE LOCATIONS IN 30 COUNTRIES WITH A LARGE TEAM OF ADMINISTRATORS. WE ALSO HAVE ADMINS THAT ARE ANTI-POACHING RANGERS IN DIFFERENT PARTS OF AFRICA. LAST YEAR GWW REACHED OVER 5,000,000 PEOPLE. THAT IS ALWAYS GWW'S MAIN GOAL, OUTREACH! AS WE BELIEVE THAT THIS WAR TO PROTECT WILDLIFE WILL BE WON ONCE THE CREED OF CONSERVATION REACHES CRITICAL MASS GLOBALLY
21 April 2020 11:11am
Hello MH, can we get into contact what edge devices (camera traps, CCTV or other sensing) you might have? we are working on the frontline of technology as a force mutliplier for ant-poaching units mostly in southern africa: https://www.youtube.com/watch?v=rOWW0LwKc0g
thank you and regards
Wolf
17 June 2020 3:55pm
Hi Richard, I've been working with Kerinci Seblat National Park in Sumatra for the better part of 20 years focusing primarily to countering tiger and other wildlife poaching and IWT in/around one of the largest national parks in Asia, might be good to talk, at very least you would have a better idea of some of the issues our ranger teams face.
Innovator Interview: Hack the Poacher
4 June 2020 12:00am
World Bank Conservation Tech Survey
3 June 2020 2:46pm
WILDLABS Tech Hub: WWF PandaSat
13 April 2020 12:00am
22 June 2021 1:48am
Hi Phil,
Thank you very much! I had not considered them but they are a viable option for sure! The biggest concern would be the security of storing sensitive information online via AWS (or alternative) but lets see if there is a solution.
I'll dig around and come back to you on it! Have a great day