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
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- @Marti09
- | She/her
I'm a PhD student and my research focuses on analyzing patterns in mammals poaching occurrences.

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- 6 Discussions
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As a fresh electrical engineer, I am passionate about leveraging technology for biodiversity monitoring, logging, and poaching detection in tropical regions.
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- 9 Groups
- @Sarah_Stoner
- | She/her
Intelligence Lead @Go Insight. Intelligence professional, advocating for the use of intelligence and analysis to combat international wildlife trafficking.
- 0 Resources
- 3 Discussions
- 3 Groups
- @eleanorhorvath
- | she/her
Water Daughter
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- 0 Discussions
- 10 Groups
- @kristian.cuervo
- | He/Him
Applied Mathematics student in Denmark, interested in applications of mathematics to ecology and nature conservation. Currently interested in developing sensors for perimeter detection in wildlife conservations in Africa.
- 0 Resources
- 4 Discussions
- 9 Groups
- @valengsb
- | she / her
GIS specialist for Audubon Americas | Biologist with an emphasis on Conservation and Sustainable Development | Innovative approaches in the study and monitoring of biodiversity for possible, biodiverse, and just futures.
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- 18 Groups
Michigan State University
Conservation Criminologist
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- 2 Discussions
- 7 Groups
- @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
- 13 Groups
Ol Pejeta Conservancy
Endeavoring to implement tech solutions for conservation.



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- 18 Discussions
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Liverpool John Moores University
Sensors, remote sensing, embedded systems, Drones
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- 1 Discussions
- 7 Groups
Wildlife Drones
Wildlife Drones has developed the world’s most innovative radio animal-tracking system using drones so you can track your radio-tagged animals like never before.


- 18 Resources
- 8 Discussions
- 31 Groups
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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
"Artificial Intelligence could be the solution needed to effectively monitor and safeguard vast landscapes across Africa that, up until now, have been protected solely by patrolling." Read Tusk's latest Medium blog on...
12 July 2023
Panthera’s Counter Wildlife Crime (CWC) program is one of five thematic, cross-regional programs that sit within its Conservation Science (CS) division. This role acts as a ‘force multiplier’ for the global experts,...
31 May 2023
WWF's recent Fuller Seminar Series on Artificial Intelligence and Conservation featured some familiar faces from the WILDLABS community, including our past Tech Tutor Lily Xu! Check out her presentation talking about AI...
26 April 2023
While tech deployment has often been hailed for playing a critical role in the fight against poaching, these technologies bring with them the risk of cyber attacks. This is based on a study conducted by Orange...
26 April 2023
Scholarships available for training courses focussing on nature restoration in East Africa
21 February 2023
Researchers and conservationists are embarking on a bold initiative to save the world's most trafficked wild mammal — the pangolin
16 February 2023
Technology to End the Sixth Mass Extinction. Salary: $104k-144K; Location: Washington DC or Seattle WA, potential hybrid; 5+ years of Full stack development experience; Deadline March 15th - view post for full job...
10 February 2023
This study uses passive acoustic monitoring to record the patterns of illegal cattle occurrence within protected areas in the Brazilian Pantanal.
12 January 2023
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Description | Activity | Replies | Groups | Updated |
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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 Coexistence, Open Source Solutions, Software Development, Wildlife Crime, Women in Conservation Tech Programme (WiCT) | 1 year 7 months 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 Coexistence, Sensors, Wildlife Crime | 1 year 7 months 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 | 1 year 9 months 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 | 2 years 3 months 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 Coexistence, Wildlife Crime | 2 years 4 months ago | |
Hi all, In the last couple of months I have started using the Google 'Lens' app on my Android phone and I have been really impressed... |
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Software Development, Wildlife Crime | 2 years 5 months ago | |
Hello. I am a PhD candidate at Penn State University. I submitted a post to this group back in March and I am resubmitting... |
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Community Base, Data management and processing tools, Geospatial, Wildlife Crime | 2 years 11 months ago | |
Hey all!I am Ayush, a core team member of my school's Robotics Club (Center For Innovation, Indian Institute of Technology, Madras). There... |
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Drones, Sensors, Wildlife Crime, Early Career | 3 years 1 month ago | |
Hi everyone, I'm new here! I'm a UX designer and researcher, and an animal lover. Excited to be part of Conservation Tech here at WildLabs... |
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AI for Conservation, Human-Wildlife Coexistence, Software Development, Wildlife Crime | 3 years 1 month ago | |
Thanks for the sharing the information. In India as well solar-powered e-bike for forest guards was piloted (See https://www.thebetterindia.com/267799/nit-karnataka-electric-bike-... |
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Wildlife Crime | 3 years 4 months ago | |
I am happy to share my co-authored paper titled “CITES enforcement information sharing—if you don’t know where you’... |
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Wildlife Crime | 3 years 4 months ago | |
Hello. I have reviewed the questions this am and all the questions on the survey that force a response should have a N/A or "I don't know" option. That... |
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Protected Area Management Tools, Wildlife Crime | 3 years 4 months ago |
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
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
Reading tips on De-extinction/Regenesis
12 March 2020 4:10pm
Accepting Applications: ArcGIS Solutions for Protected Area Management
4 March 2020 12:00am
Call for Nominations: Tusk Conservation Awards
3 March 2020 12:00am
12 Nov: Tech-crime workshops
4 September 2019 12:08pm
19 November 2019 1:05pm
Hi - how can I find out about future meetups please?
22 November 2019 3:14pm
The ASC conference happens annually, the next one will be in Washington DC over the 18-21 November 2020. Details for the pre-conference workshops are only e-mailed a few months in advance to conference participants. I won't be attending next year, otherwise I would post any opportunities that come up on here. You could e-mail the organiser (Susan Case; asc@asc41.com) next September 2020 to see if there are any tech-related workshops planned.
Lion Relocation Projects
17 October 2019 11:13am
Instant Detect 2.0 emerges
3 September 2019 12:00am
16 November 2023 1:11am
Which NGOs are keeping detailed track of the forest-product supply chain?
11 July 2019 8:21pm
22 August 2019 5:06pm
Hi Liev,
I'm not an expert on this stuff, but from the sound of it, your answer will depend on what you're looking to focus on.
By 'illegal', do you mean 'obtained a contract through corrupt means', 'failing to adhere to an existing contract in terms of engagement with a community' or 'linked to human rights allegations in terms of treating workers'?
By 'unsustainable', do you mean 'responsible for polluting the local area', 'involved in activities like palm oil production that might be globally unsustainable', or 'failing to provide employment opportunities to local residents'?
Or is the answer 'all of the above'?
I've added a few tools below that I've come across, all of which have a lot of information about various aspects of the questions you mentioned. Hope it helps!
- https://ejatlas.org/
- https://landmatrix.org/
- https://resourcecontracts.org/ and https://resourceprojects.org/
- https://openlandcontracts.org/
- https://opendevelopmentmekong.net/search/data/
- https://rspo.org/certification/search-for-certified-growers
- https://open.sourcemap.com/
ESA Kickstarter: Environmental Crimes
22 August 2019 12:00am
Tech In the Wild: Where technology meets conservation

22 August 2019 12:00am
Virtual Meetup Special Discussion: Scaling technology solutions to tackle the illegal wildlife trade
6 June 2019 3:28pm
Technology companies, FCO, and conservation NGOs come together to scale technology solutions to end wildlife crime
4 June 2019 12:00am
AI for Earth Innovation Grant (extended)
4 June 2019 12:00am
Caught in the crossfire – Tapirs in tiger territory
31 May 2019 12:00am
Technology lab focused on wildlife protection opens on Ol Pejeta Conservancy
31 May 2019 12:00am
How machine learning can help fight illegal wildlife trade on social media
31 May 2019 12:00am
GWP Webinar Recording: Using SMART at scale for effective wildlife protection
21 May 2019 12:00am
WILDLABS TECH HUB Showcase

17 May 2019 12:00am
Meet the WILDLABS TECH HUB Winners
13 May 2019 12:00am
Huge appetite for data trusts, according to new ODI research
15 April 2019 12:00am
Tech Hub open call: Tech to end wildlife crime
7 February 2019 2:53pm
11 February 2019 9:30am
Hello Nik
I am still very much learning about startups and building a business but the bottom line is: whatever your product or service, there need to be customers for it who are happy to pay the price you ask for. This is one of the details you have to think about thoroughly when writing a business plan. This in turn forces you to really understand your customer and their particular needs so that you can make sure your product or service is meeting these - not just your own ideas of what a great product should look like.
It does not matter whether you are selling to the public, private or third sector, whether it is a luxury item or something to "improve the public good". Your product/service needs to be affordable by the user and do the job they require it to do. The business plan forces you to work out these details.
To many engineers like myself this kind of work compares poorly to working on the tech side of a soution. But it is a VERY useful exercise and it can actually be fun once you get into it. Having said that, the infamous business plan is also often a document that is created at great effort for someone else (like a funding provider) and then filed, forgotten and never updated. A wasted effort really.
To get started try something much more visual like drawing up a 'Business Model Canvas' and 'Value Proposition Canvas' (see https://www.strategyzer.com/ ). Consider it a precursor to the business plan and "something you can pin on your office wall" to keep it updated more easily. There are plenty of useful short tutorials on the above website (just need to register for free) to explain the concept. It is making a lot of sense and I found it very useful in getting the business basics sorted out.
Good luck,
Joachim
11 February 2019 7:27pm
Hello Joe
Fine, I will apply as you suggested and see what happens.
Joachim
15 February 2019 12:48pm
Thanks for the wonderful answer to Nik's query, Joachim! I think you covered everything, but to put a cap on it: for our good to make a long term impact, it has to survive the long term. That means we'll have to have a plan for long-term sustainability. That doesn't necessarily mean selling expensive licenses, but it does mean knowing your costs, and having an idea of how you'll offset them. Hence a business plan.
Nominations for the 2019 Tusk Conservation Awards Now Open
12 February 2019 12:00am
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