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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- @matt_hron
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Wildlife Protection Solutions (WPS)
Product Manager at Wildlife Protection Solutions
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University of Adelaide
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Asst. Prof @ MIT with research at the intersection of computer vision, biodiversity monitoring, conservation, and sustainability.
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Arribada Initiative
Director at Arribada, a UK-based conservation technology research & development organisation
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- @rowan
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Octophin Digital
Jack of all Trades. I've been a zoo keeper, a conservation geneticist and a web developer who specialises in conservation projects and orgs.
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I am the project coordinator of the Wildlife Forensic Fund. We help combat wildlife crime by funding the training of first responders to preserve evidence and take them to court successfully. We are eager to connect with wildlife forensics enthusiasts.
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- @LindseyHarris
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Head of Wildlife Trade, Fauna & Flora
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I'm a Mechanical Engineer and I have been involved in test and measurement, IT maintenance consulting, database development, field installation, field maintenance, systems analysis, theater composition and an active synthesist. Currently engaged in conservation volunteer work
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This webinar recording will provide a brief overview of current SMART functionality, highlight case studies of large scale and innovative SMART deployments, and detail how SMART is embracing and leveraging new...
21 May 2019
In February, we released an open call for the WILDLABS TECH HUB, offering 3 months of support for solutions using technolgy to tackle the illegal wildlife trade. We were overwhelmed by an incredible 37 submissions,...
13 May 2019
To realise the potential benefits of data for our societies and economies we need trustworthy data stewardship. We need to establish different approaches to deciding who should have access to data, for what purposes and...
15 April 2019
Each year Tusk honours extraordinary individuals battling on the frontline in the fight for wildlife conservation in Africa. Nominate your 2019 Conservation Heroes now.
12 February 2019
Jacqueline Ramos explains how artificial intelligence can help to track and prevent chimpanzee trafficking across the globe.
6 February 2019
The Open Data Institute and the Office for AI are partnering to explore how data trusts could help to solve environmental, societal and industry challenges by enabling increased access to data while retaining trust....
31 January 2019
FLIR have announced the Kifaru Rising Project, a multi-year effort in collaboration with World Wildlife Fund (WWF) to deploy FLIR thermal imaging technology to help improve wildlife ranger safety and contribute to their...
18 January 2019
Although invaluable for conservation and ecological research, camera traps frequently take pictures of people as well as wildlife. This has important implications for privacy and human rights and may ultimately...
22 November 2018
Ted Schmitt joined us for a lunchtime lecture in which he shared his experiences working across Africa the past five years with protected area managers, anti-trafficking organisations, and scientists to effectively...
22 November 2018
Motion-sensing wildlife-tracking cameras in South Sudan have captured 425,000 photos, documenting species not previously known to be found in this richly forested area. The team is now asking for your help to identify ...
22 August 2018
Article
In this case study, conservation ecologist Ayesha Tulloch takes us behind the scenes of her recent paper, which came out in Nature Ecology & Evolution earlier this month. In this paper, Ayesha and her team present a...
20 August 2018
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
June 2024
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November 2023
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31 Products
1 R&D Projects
37 Organisations
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Description | Activity | Replies | Groups | Updated |
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Hi David - have you seen this opportunity? It may be a good one to apply to for support (the Darwin Initiative). |
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AI for Conservation, Drones, Emerging Tech, Human-Wildlife Conflict, Wildlife Crime | 3 days 10 hours ago | |
Hello guys,I'm looking into the topic of measuring species vulnerability to overharvesting of species in trade. I am exploring existing... |
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Ending Wildlife Trafficking Online, Marine Conservation, Wildlife Crime | 2 weeks 4 days ago | |
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 | 2 months 2 weeks 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 | 3 months 1 week 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 | 4 months 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 | 4 months 2 weeks 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) | 4 months 4 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 | 5 months 2 weeks 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 | 5 months 3 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 | 7 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 | 1 year 1 month 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 | 1 year 1 month ago |
Help Panama Fight Ecocide
23 October 2023 7:59pm
Video: WCS Uganda innovating Human-Wildlife Conflict solutions
5 September 2023 12:04pm
Artificial Intelligence in African Anti-Poaching Strategy | by Tusk | Jul, 2023 | Medium
12 July 2023 4:59pm
"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 the emergence of AI in conservation
The Wildlife Society Conference
19 June 2023 5:59am
Southeast Asia Counter Wildlife Crime Program Coordinator
31 May 2023 1:00pm
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
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-based causal reasoning and how it can be applied to conservation challenges.
Anti-poaching tech vulnerable to cyber attacks, study finds | ITWeb
26 April 2023 2:48pm
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 Cyberdefense Academy’s Christelle Steyn, as part of her thesis titled: “Towards a Critical Review of Cybersecurity Risks in Anti-Poaching Systems in South Africa”.
Congo Basin activity?
30 March 2023 9:14pm
Drones for IUU (illegal fishing activities & vessel monitoring)
20 March 2023 6:00am
11 April 2023 5:44am
Fantastic news, and so great to see it having a positive impact immediately. I am hoping for the same effectiveness here!
11 April 2023 5:48am
Hi Frank! Thanks so much for your reply. Yes I have been looking into the same sort of workflow as with camera traps etc and seem to be getting somewhere (although am yet to have my own data set with which to check!).
Yes, with the transponder issue, actually NONE of the boats here have them! There has been a push to get boats to install them further down the coast, but it was marred by the usual corruption and forceless enforcement. So everything will be visual, rather than working on any signal given out by the boats themselves. I am looking into ai programs that can analyse footage and as you say, it can be done with species so I see no reason it cannot be done with vessels given the parameters to look for
14 April 2023 12:57am
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 somewhere. If the boats are not registered and there are no existing photos of them, and you want to identify the individual boats, you'll need to build your own catalogue to train an AI.
However / in addition, if the boats have written text on them with a name or a code or number, like in the pictures, then it should be ridiculously easy to identify boats. No AI needed. I discovered recently that my laptop has started showing find results based on text in photos. If different boats are of the same model, again like in the pictures, then there is nothing else left than what is written on them ... well, perhaps the color scheme.
... or perhaps face recognition if the image quality allows it. But then you'll be at square 1 again with training an AI.
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
This study uses passive acoustic monitoring to record the patterns of illegal cattle occurrence within protected areas in the Brazilian Pantanal.
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...
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