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
The WILDLABS TECH HUB is supporting technology solutions tackling the illegal wildlife trade, in collaboration with the Foreign & Commonwealth Office, Digital Catapult, Satellite Applications Catapult, Amazon Web...
4 June 2019
To further their missions, LDF and Microsoft are collaborating on the AI for Earth innovation grant to support applicants in creating and deploying open source machine learning models, algorithms, and data sets that...
4 June 2019
Traditionally, illegal wildlife trade thrived in physical markets. But today it has also moved online. In China, more than half of the trade in elephant ivory items happens on e-commerce platforms. Enrico Di Minin and...
31 May 2019
It is common knowledge that the illegal trade in tiger bones and body parts poses a grave threat to the remaining populations of Asia’s most iconic big cat. But this grisly business also has a detrimental impact on...
31 May 2019
Ol Pejeta Conservancy partners with conservation and technology organisations to kick-start a research and innovation centre for wildlife conservation
31 May 2019
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
November 2023
event
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...
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 [email protected] 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