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
No showcases have been added to this group yet.
- @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.
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- 3 Discussions
- 3 Groups
- @eleanorhorvath
- | she/her
Water Daughter
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- 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.
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- 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
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- @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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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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- 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
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- 31 Groups
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Careers
The Senior Conservation Technology Specialist will be responsible for providing technical advice and capacity development to GWP project teams on conservation technology, distilling challenges and lessons from project...
22 September 2022
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
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Description | Activity | Replies | Groups | Updated |
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Hi Robynne - I'm really glad you're interested. I'm running a cohort at the moment but have so far only covered some QGIS basics so you would be welcome to jump on from next... |
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Wildlife Crime | 1 week 2 days ago | |
I create ocean exploration and marine life content on YouTube, whether it be recording nautilus on BRUVs, swimming with endangered bowmouth... |
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Acoustics, AI for Conservation, Animal Movement, Camera Traps, Citizen Science, Drones, Emerging Tech, Marine Conservation, Sensors, Sustainable Fishing Challenges, Wildlife Crime | 1 month 2 weeks ago | |
Hi WILDLABS Community! I have started mapping the project for the Gulf of America Dead Zone and here are some photos of the progress. In the last picture, I have... |
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Climate Change, Marine Conservation, Wildlife Crime | 1 month 3 weeks ago | |
Thank you for your reply, ChadI meant 10 as a whole, indeed. Perhaps you see your post in one group, but since it is tagged for all groups, I assumed you meant 10 in total.In your... |
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Acoustics, AI for Conservation, Animal Movement, Camera Traps, Citizen Science, Climate Change, Community Base, Connectivity, Drones, eDNA & Genomics, Emerging Tech, Funding and Finance, Geospatial, Human-Wildlife Coexistence, Software Development, Wildlife Crime | 1 month 3 weeks ago | |
HiThis is great! So just to double check - there is no way to join online? I would love to be part of this conference. Thanks, Els van Lavieren |
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Community Base, Conservation Tech Training and Education, Data management and processing tools, Emerging Tech, Human-Wildlife Coexistence, Protected Area Management Tools, Wildlife Crime | 2 months 2 weeks 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 | 4 months ago | |
Hi Georg,Oh, that's a pity. But thanks anyway for checking!Really appreciate it!CheersMartina |
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Wildlife Crime | 3 months 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 | 3 months 3 weeks 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 Coexistence, Wildlife Crime | 4 months 1 week 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 | 6 months ago | |
Not a book, but a very real documentary:Stroop - Journey into the Rhino Horn War |
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Wildlife Crime | 6 months 1 week 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 | 6 months 1 week 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