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
Worked as a mechanical engineer for a defence co, then software engineer, then for a research lab specialising in underwater robotics.
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Heading up comms for a conservation agency based in the United Arab Emirates
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Neuroscientist & engineer transitioning to conservation tech. I have experience working with large imaging datasets, pose estimation and positional tracking, and machine learning. Looking to get involved with GIS, remote sensing, and AI for conservation.
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- @CalumRyan
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Intern at Fauna & Flora working on the Spatial Monitoring and Reporting Tool (SMART)
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WILDLABS
This account is managed by the WILDLABS Team. Tag us or DM whenever you need help from our community team.
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Dzanga-Ndoki national park biodiversity monitoring
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Tech 4 Conservation
President, Tech 4 Conservation
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Botswana Predator Conservation Trust
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Partner in Conservation at WWF
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Conservation technology enthusiast
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- @gzlazzari
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I am a master's student working with the Genetics, Evolution, Ecology and Conservation of Carnivores Research Group at PUCRS/Brazil. I am especially interested in molecular techniques to answer genetic, ecological and forensic questions about jaguars.
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Catch up on the conservation tech discussions and events that happened during World Wildlife Day 2024!
7 March 2024
Careers
The SMART Partnership is hiring a Program Director to oversee all aspects of the partnership's operations
21 February 2024
Join the mission to help tackle IUU fishing with cutting-edge tech! The Allan Institute for AI is seeking a Senior Software Engineer to accelerate efforts to make sure those working to restore our ocean have the tools...
21 February 2024
A set of highly discriminating STR DNA markers developed in a collaboration between the SASA wildlife forensics lab and University of Leicester researchers is being used to detect laundering of wild peregrine falcons...
13 February 2024
A portable nanopore DNA sequencer has been used to determine the species of origin of bushmeat intercepted at Brussels Airport during a day of baggage searches.
6 February 2024
SEE Shell is an innovative phone app that uses machine learning to identify products made from the shell of the critically endangered hawksbill sea turtle.
14 December 2023
TagRanger® is a state-of-the-art wildlife finding, monitoring and tracking solution for research, conservation and environmental professionals. With superior configurability for logging data, reporting location and...
23 November 2023
My project seeks to create awareness on bushmeat activities, through physical barazas as well use of technology (SMS – in Swahili) to disseminate messages on the offences and penalties under the Wildlife Conservation...
14 November 2023
The illegal wildlife trade varies widely regarding species and geographical variance, necessitating niche and tailored research. Against this background, this study on elephant poaching in Tanzania was conducted at the...
30 October 2023
With the rising threats to biodiversity such as wildlife crime, climate change and human-wildlife conflict today, wildlife monitoring technologies have become vital to study movement ecology, behaviour patterns, changes...
25 October 2023
Article
There is an illegal mining contract (it's literally against the constitution of Panama!) Being forced upon the people and nature of panama by the Canadian mining company First Quantum and a handful of corrupt...
23 October 2023
The WCS team in Uganda is working with impacted communities, district leaders and wildlife authorities to come up with innovative solutions to Human Wildlife Conflicts and curb wildlife crimes in our time. Check out...
5 September 2023
April 2024
event
November 2023
event
Description | Activity | Replies | Groups | Updated |
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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... |
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Wildlife Crime | 1 week 1 day ago | |
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! |
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Marine Conservation, Sustainable Fishing Challenges, Wildlife Crime | 4 weeks ago | |
Hi David, would love to collaborate with you on this topic. A few years ago Dr. Nick van Doormaal did his PhD on snaring with us and we ran a number of experiments on the... |
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AI for Conservation, Drones, Emerging Tech, Human-Wildlife Conflict, Wildlife Crime | 1 month 2 weeks ago | |
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... |
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Acoustics, AI for Conservation, Biologging, Camera Traps, Citizen Science, Climate Change, Community Base, Connectivity, Drones, Emerging Tech, Human-Wildlife Conflict, Open Source Solutions, Sensors, Software and Mobile Apps, Wildlife Crime | 1 month 3 weeks ago | |
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... |
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Community Base, Conservation Tech Training and Education, Data management and processing tools, Ethics of Conservation Tech, Human-Wildlife Conflict, Open Source Solutions, Protected Area Management Tools, Sensors, Wildlife Crime | 2 months ago | |
Hi folks! Happy 2024 and thanks in advance for your patience in case I over-used tags. If you’re using any form of natural language... |
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AI for Conservation, Citizen Science, Climate Change, Conservation Tech Training and Education, Data management and processing tools, Early Career, East Africa Community, Emerging Tech, Ending Wildlife Trafficking Online, Ethics of Conservation Tech, Human-Wildlife Conflict, Open Source Solutions, Software and Mobile Apps, Wildlife Crime, Women in Conservation Tech Programme (WiCT) | 2 months 2 weeks ago | |
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... |
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Camera Traps, Climate Change, Community Base, Connectivity, Emerging Tech, Human-Wildlife Conflict, Sensors, Wildlife Crime | 3 months 1 week ago | |
Hi Zach,Our organization (SEE Turtles) has a campaign working on the illegal tortoiseshell trade around the world called Too Rare To Wear. We are going to be updating our Global... |
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Community Base, Conservation Dogs, Early Career, East Africa Community, Ending Wildlife Trafficking Online, Human-Wildlife Conflict, Wildlife Crime | 3 months 2 weeks ago | |
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... |
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Wildlife Crime | 4 months 3 weeks ago | |
greetings! i sent you a PM regarding this, feel free to contact me however is most convenient for you - regards,chris |
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Acoustics, AI for Conservation, Camera Traps, Climate Change, East Africa Community, Wildlife Crime | 11 months ago | |
Seeing the pictures that @lmccaskill uploaded got my brain storming, so to say. Are you working with similar small boats? I was assuming bigger fishing ships that are registered... |
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Drones, Marine Conservation, Wildlife Crime | 11 months 2 weeks ago | |
Hi everyone,I'm new here :)I'm doing my thesis of biology bachelor about Rhino poaching. I wanted to ask here if yu have some articles... |
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AI for Conservation, Ending Wildlife Trafficking Online, Human-Wildlife Conflict, Wildlife Crime | 11 months 3 weeks ago |
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
9 July 2021 12:56am
Thank you very much! I'll email you now.
It Takes a #Tech4Wildlife Community
17 May 2021 12:00am
Announcing the 2021 CLP Team Award Winners
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
WILDLABS Tech Hub: Poreprint
26 March 2020 12:00am
Online Workshop: Conservation Technology
23 March 2020 12:00am
Webinar: IIED Community-Based Approaches to Tackling Poaching and Illegal Wildlife Trade
17 March 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