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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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
- 0 Discussions
- 10 Groups
Article
An update on Ceres Tags products that are being used in conservation
22 August 2022
Article
Ceres Tag sends just in time alerts and GPS location to have the power to track and trace.
22 July 2022
This position will support WCS’ training and capacity development work, specifically by supporting the global capacity building efforts of the Learning and Leadership for Conservation (LLC) program, including CLP and...
23 June 2022
Julia Martínez Pardo et al., Published in Biological Conservation
4 June 2022
Authors: Ritwik Kulkarni, Enrico Di Minin
29 May 2022
Mongabay article on the recently launched Centre for Wildlife Forensics in Singapore, noting their successes so far in catching wildlife traffickers and uncovering trafficking routes
29 May 2022
Our first WILDLABS Editorial Series is now available for download! Read the full Technical Difficulties collection and explore stories of challenges, failures, and lessons learned from the conservation tech community....
19 January 2022
According to a news article published by Yahoo on September 28th, 2021, all Online technology companies in the Coalition to End Wildlife Trafficking Online reported removing or blocking over 11.6 million listings and...
6 December 2021
In her contribution to the Technical Difficulties Editorial Series, Christie Sampson shares how the devastating experience of losing collared elephants to an unexpected poaching threat lead to an improved understanding...
3 November 2021
In their three-part interview from our new series Technical Difficulties, Colby Loucks and Eric Becker share the failures they've encountered and learned from throughout six years of working on the WWF-US Wildlife Crime...
27 October 2021
In their three-part interview from our new series Technical Difficulties, Colby Loucks and Eric Becker share the failures they've encountered and learned from throughout six years of working on the WWF-US Wildlife Crime...
20 October 2021
In their three-part interview from our new series Technical Difficulties, Colby Loucks and Eric Becker share the failures they've encountered and learned from throughout six years of working on the WWF-US Wildlife Crime...
13 October 2021
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42 Products
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Description | Activity | Replies | Groups | Updated |
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In positive news from China, the National Forestry and Grassland Administration (NFGA) has teamed up with Tencent to combat IWT online... |
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Wildlife Crime | 6 years 5 months ago | |
Hi, I went to this workshop, led by Sonia O'Connor and James Barrett, and I would recommend it. Both Sonia and James have many years of experience... |
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Wildlife Crime | 6 years 6 months ago | |
Upcoming webinar session on Pangolin Trade in China will be delivered TOMORROW at 9 AM BST/ 3 PM ICT by Yifu Wang from the University of... |
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Wildlife Crime | 6 years 8 months ago | |
Interested in learning about conservation criminology? See the attached details on a fall 2018 3-credit graduate-level online course and... |
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Wildlife Crime | 6 years 8 months ago | |
Hi Maike! I used ORA Pro which was developed by Carnegie Mellon University. The 'lite' version is free to use and similar to IBM - http://www.casos.cs.... |
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Wildlife Crime | 6 years 9 months ago | |
Hello, Does anyone have contact information for SMART trainers that would be itnerested in a short term consultancy for the FFI Liberia... |
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Wildlife Crime | 6 years 9 months ago | |
On Wednesday (25th July) the Director of Forensic Services at the City of London Police, Tracy Alexander, will be giving a talk titled... |
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Wildlife Crime | 6 years 9 months ago | |
Due to the magnitude and complexity of the Illegal Wildlife Trade (IWT), conservationists are often only able to fight crises on the ground... |
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Wildlife Crime | 7 years 1 month ago | |
An upcoming event might be of interest to members of this group: Wednesday, March 21, 2018 8:00 - 9:30 am EDT... |
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Wildlife Crime | 7 years 2 months ago | |
Hi @Nafeesa+Esmail - are you already in touch with the TRAFFIC Network about this survey? |
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Wildlife Crime | 7 years 3 months ago | |
Hey teams, Quick link to the devpost page to submit: https://zoohackathon2017.devpost.com Good luck! Steph |
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Wildlife Crime | 7 years 7 months ago | |
Poacher alert dataset https://drive.google.com/file/d/0B9qkd5vrU3_fUXJTNk1wM2tpSGs/view?usp=sharing This dataset... |
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Wildlife Crime | 7 years 7 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