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
A Wildlife Biologist interested in Environment Assessment and Restoration, In-situ and Ex-situ strategies, Technologies used in Conservation and Illegal Wildlife Trade.


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Data Scientist
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I am a biology undergraduate student who is interested in the field of wildlife conservation and has skills in field observation and identification
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worked in wildlife conservation coms, now in live music production incl audio, curious about eco/bioacoustics.
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- @Marti09
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I'm a PhD student and my research focuses on analyzing patterns in mammals poaching occurrences.

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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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My research focuses on using Next-Generation Sequencing (NGS) to study endangered species, including carnivores, chiropterans (bats), and lizards, as well as their microbiomes.
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- @Sarah_Stoner
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Intelligence Lead @Go Insight. Intelligence professional, advocating for the use of intelligence and analysis to combat international wildlife trafficking.
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- @eleanorhorvath
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Water Daughter
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- @kristian.cuervo
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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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- @valengsb
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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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Michigan State University
Conservation Criminologist
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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 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 | 2 years 1 month 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 2 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 8 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 | 2 years 10 months 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 Conflict, Software Development, Wildlife Crime | 2 years 10 months 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 1 month 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 1 month 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 1 month ago | |
Hi, I've been working on a buoy-mounted underwater acoustic recorder, kinda like what you're talking about. I'll send you a concept note. -harold |
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Wildlife Crime | 3 years 2 months ago | |
Hi Wildlabbers, We're getting ready for tomorrow's episode with Tech Tutor Lily Xu, who'll talk to us about how machine... |
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AI for Conservation, Protected Area Management Tools, Wildlife Crime | 3 years 8 months ago | |
Thank you very much! I'll email you now. |
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Wildlife Crime | 3 years 10 months ago | |
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... |
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Wildlife Crime | 4 years 1 month ago |
How do I get started with collecting mobile digital data to combat Illegal Wildlife Trade?
16 May 2023 11:59pm
[Recordings Now Available!) EarthRanger User Conference
27 April 2023 5:52am
Artificial Intelligence and Conservation with Lily Xu
26 April 2023 8:41pm
Anti-poaching tech vulnerable to cyber attacks, study finds | ITWeb
26 April 2023 2:48pm
Congo Basin activity?
30 March 2023 9:14pm
Rhino horns in medicine
2 April 2023 2:22pm
How do I select an ivory sampling method to generate intelligence data?
15 March 2023 11:56am
Google Lens as a citizen's tool to report IWT
24 February 2023 9:30am
Mobilising East African nature restoration professionals
21 February 2023 3:57pm
Operation Pangolin launches to save world's most trafficked wild mammal
16 February 2023 7:51pm
17 February 2023 1:50am
Hiring Full Stack Developer at Conservation X Labs
10 February 2023 5:35pm
New Paper - The sound of the illegal: Applying bioacoustics for long-term monitoring of illegal cattle in protected areas
12 January 2023 5:20pm
Frontiers Symposium: Digital tools for reversing environmental degradation
5 October 2022 10:23am
Senior Conservation Technology Expert Position (Consultancy) with the Global Wildlife Program
22 September 2022 5:35pm
Survey for Doctoral Research on Poaching in Protected Areas
29 August 2022 10:43pm
Ceres Wild Rhino application
22 August 2022 1:29am
29 September 2022 4:05am
CERES TAG
22 July 2022 3:36am
A Triphibian Surveillance Vehicle
9 July 2022 2:23pm
Hello there
1 July 2022 5:00pm
Program Coordinator - Learning and Leadership for Conservation (LLC)
23 June 2022 2:45pm
New wildlife forensics lab - Singapore
29 May 2022 12:34pm
Solar-powered anti-poaching motorbikes
15 February 2021 12:55pm
5 October 2021 5:05am
Electric motorcycles definitely have advantages in the bush, and I would like to see more of that! Apart from the advantages mentioned by that site, the low speed torque and clutchless nature of electric drives make it a natural for rough terrain.
The bikes you linked to show their purebred sports/competition pedigree. Workhorse motorcycles for the rough look very different, for instance the German and Russian sidecar bikes of WW2, and the scooters used in farms today in SE Asia (especially Vietnam) often tow trailers or have sidecars and they handle offroad conditions well enough. Interdiction in flagrante delecti is where speed and agility are paramount, but I don't know how often that occurs, or if it is desireable.
They sure do look like fun though.
11 October 2021 11:17am
That an additional tool but I imagine that it will be only efficient in open terrain and mostly in southern African rainforest protected area. Not sure that it will be a game changer but might bring new ideas, let see how it goes.
2 April 2022 12:14pm
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-forest-surveillance-kudremukh-battery-range-specs/). It seems like a good technology but it has to be tested widely on different forest terrains...
Issues in CITES wildlife enforcement information sharing
2 April 2022 10:42am
Survey for Doctoral Research on Poaching in Protected Areas
11 March 2022 8:05pm
26 March 2022 10:57am
I tried to fill it out but it's not letting me finish because all the questions are set to be required? Some of them are not relevant or the info is unknown to me, but not all the questions have this as an answer option. Just something to consider FYI
28 March 2022 7:14pm
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 said, there are still some bugs that I have found with the survey. Please email me at wlz101@psu.edu if you encounter any more issues and I will be happy to address them promptly. Thank you very much for taking the time to complete the survey.
Wendy
Anti-poaching CCTV and boat sensor
21 February 2022 2:02am
5 March 2022 6:06am
Hi,
I've been working on a buoy-mounted underwater acoustic recorder, kinda like what you're talking about. I'll send you a concept note.
-harold
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25 April 2023 5:08pm
greetings!
i sent you a PM regarding this, feel free to contact me however is most convenient for you -
regards,
chris