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Wildlife Crime / Feed

Wildlife crime is a complicated challenge, so it's no wonder that the conservation technology community has explored solutions with every type of technology, all with the aim of predicting, preventing, and stopping crimes like poaching, illegal logging and fishing, and the sale of animal products like ivory. Join our Wildlife Crime group to meet others who are working on potential solutions to this global challenge and to add your own expertise to the conversation! 

discussion

New "Human Dimensions" group on Wildlabs?

Hello everybody!I would like to propose the creation of a Human Dimensions group on WILDLABS.This idea came out of the social sciences lunch at ICTC 2026 in Lima...

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Sounds good! Love to hear more about it! 

Hi Matt!

I'm particularly very interested in joining this group. It's a very important topic and I already have so many questions and points to add.

Hope the others agree!

 

Hello WildLabs community!

My name is Dr. Tariq Ahmad, and I am actively engaged in the conservation of the Indian pangolin (Manis crassicaudata). As part of my research and fieldwork, I focus on understanding the ecology, habitat requirements, threats, and conservation challenges facing this iconic species.

The Indian pangolin is one of the most trafficked mammals in Asia, facing severe pressure from illegal trade and habitat loss. My work includes:

  • 📍 Conducting field surveys and camera-trapping to assess pangolin distribution
  • 📊 Analysing habitat suitability and threat patterns
  • 🐾 Collaborating with local communities and stakeholders for conservation action
  • 🧬 Publishing research to inform policy and protection strategies

I am passionate about translating science into practical conservation outcomes and engaging with global networks to support pangolin protection. I look forward to connecting with others working on pangolins, wildlife trafficking, biodiversity monitoring, and conservation technologies.

Feel free to reach out — I’d love to share insights, tools, and collaboration opportunities!

Warm regards,
Dr. Tariq Ahmad

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A thermal (at 1280x1024 resolution) impression of Kasteel park Born, The Netherlands

I'd like to share some of the first video content filmed with our new 1280x1024 thermal module. We are proud to announce that Wildlife Security Innovations has a new partnership...

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On this note, if the application was poacher detection, then with the general purpose lens on this module it can detect a person with AI in complete darkness at 100m. As in this photo.

Poacher

Hi Kim,

Pretty impressive camera! How much are these going for? We are hoping to find some cameras that can withstand the Canadian winter. Do you have any comparable recommendations that might be available in these parts (Toronto, Ontario)? 

We've developed real-time monitoring pipeline for basic behaviours in tigers and polar bears at the Toronto Zoo using CCTV Livestreams and are now hoping to configure a standalone camera system with a microcontroller and 4G-enabled router for real-time monitoring and alerts in a mobile deployment. 

For your particular camera, you had mentioned in another thread that an export license is required outside of the EU for various camera resolutions - why is that?

Thanks in advance for your input!

Li

That 1280x1024 resolution thermal camera is extremely expensive. It's more than 10,000 euros.

As to standing low temperatures the thermal modules are rated to -40C. I guess I'll find out soon enough if they can stand the cold temperatures as two of these units will be going to Greenland soon.

Our thermal systems will not run on micro-controllers. They come with either a Raspberry Pi based host of a NVidia Jetson based host.

About export licenses. Thermal imaging technology is deemed dual-use tech. And it's governed in Europe by what's called the Wassenaar agreement or ITAR. Canada is on the list of countries for which less restrictions apply. Export doesn't need a license for up to 384x288 resolution. But 640 resolution or higher require a license. We apply for such licenses to export for our clients. There's potentially up to an 8 week wait for a license, but there's also a wait for typically 6-8 weeks to get new stock unless I happen to have some spare.

The 640x512 based system is sold with an outdoor box and 3D printed enclosures suitable for outdoor wildlife monitoring and the host computer and software and is in the vincity of 3000 euros, but the price varies with the chosen components and also what's happening in the markets. Currently Raspberry Pi hardware is crazy expensive to what it used to be priced at due to the memory shortage.

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Call for Collaboration: Share your voice at ICTC next week! 

Hello, fellow WILDLAB-ers! I'm Mandy, your current Human-Wildlife Coexistence Group Leader!  :)I am heading to the ICTC conference in Peru next week and while reviewing the...

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Hi Anna!

Is there anything that sparks your curiosity, which I can address for you? Take a look at the upcoming day 2 and day 3 sessions, and if you see anything that intrigues you, please let me know! I'll happily join the session that aligns, and share your thoughts! ☺️

Kind regards,

Mandy

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Tiger coexistence challenges

Too Many Tigers, Jungle Too Small: Human-Animal Conflict In Land Of Mowgli Check out this recent article about tiger conservation and community coexistence challenges...

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Hi Mandy, writing from Indonesia where we manage the Sumatra Merang Peatland Project (SMPP) which is in a landscape supporting some of the last Sumatran tigers. Our project is part of a corridor including two national parks and a few scattered conservation areas within active oil palm and Acacia plantations. There's not a lot of room for tigers and they do range through human communities or come into contact with plantation workers. 

Fatal attacks are rare but two occurred in 2022. We hold annual HWC trainings with communities but also celebrate International Tiger Day with them, having a light-hearted event with games, face paint, and education of the importance of biodiversity, even when scary. We emphasize common sense personal safety measures to reduce the potential for conflict. Luckily livestock aren't very common in this area so that conflict trigger is not a major issue. Mostly it's about restricting activity at dusk/night/dawn, travelling in groups, not running, etc. We haven't found any feasible tech options (tagging is beyond our scope/budget) but we do use camera traps to see if/when tigers are present in/around our project area. This can only do so much for HWC as it's not a rapid response tool but does indicate presence. 

Regarding your question "Who/what parties should be held responsible for the loss of life, both human and tiger? Can they be held responsible?" there isn't an easy answer! Indonesian law technically gives tigers the same right-to-life as humans but in practice reprisals of course happen. In our region the military did respond to the 2022 events with patrols and presence, but they were not allowed to shoot. Obviously there is no proactive recourse against the tiger itself as a responsible party. It's an opportunity to redouble efforts on community education to explain why the attacks occurred (both fatalities were at forest frontiers, crouching with back to the forest, etc) and how to avoid re-occurrence! 

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Looking for tips about masters in Wildlife forensics and possible places to get some work experience.

Update:Thanks for recent comments, this post is quite old now my apologies for not updating this any sooner. I have since finished my Masters and am currently a PhD candidate at...

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I'm applying to that UF forensics masters program...

Congratulations on completing the masters and going into the PhD program. We hear a lot about wildlife crime out here in Asia. You may want to connect with ZSL Thailand who are working in the illegal wildlife trade and the smuggling of animals/parts through Thailand and the Myanmar border. 

Good luck!

Akiba

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discussion

I WANT TO TELL YOUR STORY

I create ocean exploration and marine life content on YouTube, whether it be recording nautilus on BRUVs, swimming with endangered bowmouth guitarfish, documenting reef...

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Amazing!

Found your instagram page and have been scrolling all morning ( most educative doomscrolling I've done so far😂). Love it, am seeing sea creatures I've never seen.

Wonderful work! Would you be interested in documenting a story about afforestation from the Pacific Ocean to the Himalayas (Indus River focus)? 

I’m interested in doing an expedition documentary bridging mythology and conservation with a YouTuber to help bring awareness towards forest conservation all along the river. The focus is water and water wildlife.

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Women in Marine Conservation session in the Women in Conservation Forum (WiCF) day 2nd March in Nairobi, Kenya. 

Hello everyone, We have speaker slots available in the Women in Marine Conservation session in WiCF on Monday 2nd March in Nairobi! This hour-long...

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Disclaimer: The related organisations in the blue box below are not partnership statements. I am merely trying to spread the word. We only have official partnerships (e.g. by an MoU) with CCF and WildDrone for the GCTDF. 

Thank you! 

Hi Macayle

Are these two different forums; one in Mombasa and other in Nairobi? can you make me understand please?

 

Hi Susan, We are just organising the one – Global Conservation Tech and Drone Forum 2-6 March in Nairobi. Women in Conservation Forum is a one-day forum on 2nd March, part of the wider GCTDF. https://www.gctdf.org/agenda I was merely mentioning the Our Ocean Conference in Mombasa because of its importance in marine conservation.
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discussion

Snare detection technologies

Snares are a pervasive threat to wildlife around the world – indiscriminately killing hundreds of thousands of animals. Snares are notoriously hard to locate in the field...

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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 scenarios. However, final protocols for training and deployment are being developed and integrated into the team's capability. 

A potential enhancement is to add technology that supports the canine's detection capability.  

Hi team, can you please provide an update on where this effort sits now? There is a similar discussion on AI FOR CONSERVATION: Mass Detection of Wildlife Snares Using Airborne Synthetic Radar 

I want to add this as one of our competitions at the Global Conservation Tech & Drone Forum www.GCTDF.org in Kenya in early March, and include it in the new SCB Drones and Data WG as a discussion: https://wildlabs.net/discussion/scb-drones-and-data-working-group-society-conservation-biology 
 

This would build on the recent launch of a hands-on Tech Innovation Challenge around of the ADS-B proximity alert ,  as a safety layer in real conservation field operations where pilots are often multitasking. Please let me know the current status, data availability, key contacts, and what next steps might look like if this is to be integrated into the Forum and the Working Group agenda.

Thanks.

[email protected] 

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discussion

Mass Detection of Wildlife Snares Using Airborne Synthetic Radar

Mass Detection of Wildlife Snares Using Airborne Synthetic RadarFor the last year my colleauges Prof. Mike Inggs (Radar - Electrical Engineering, Unviversity of Cape Town) and...

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Hats off to your team for this absolute game-changing technology! 

We rescue stray and wild animals in Taiwan, and the bulk of our work is saving animals maimed by wire snares and gin traps. We've become better at finding the devices, but still not good at all. There's simply too much difficult terrain to cover and we only have eyeballs and hiking sticks to find them. We know roughly where they are because the maimed stray dogs will eventually find their way onto a road and be reported to us. Then we close one of them, set up a trail camera, get the evidence of the poacher in the act of re-setting it, and get him prosecuted and shut down. But we need to be able to scale this greatly.

I've been using a thermal-imaging drone to locate stricken animals and am now considering buying another drone more suited to finding traps and snares. Some newer drones are able to navigate through forest without crashing into thin branches, so I've been looking into equipping one with LiDAR to see if that can detect the devices. But then I came across your YouTube channel and then this post about using airborne synthetic radar, and I'm incredibly excited to see where you might take this incredible technology.

How can we get our hands on the SAR you're using? It's 3 kg, right? I'm wondering if I could fit it to a suitable drone. If it works above forest canopy to detect traps and snares on the forest floor, then I can use a load-carrying drone instead of a light obstacle-avoidance drone.

If you made the SAR yourselves, then maybe think about crowdfunding for your project. I'd happily pledge funds if it meant I could get my hands on the kind of equipment you're using.

I can't tell you how happy I am thinking about all the animals' lives you'll save with this. Don't just remove the snares—gather evidence and put the poachers out of business too!

Hi @DaveGaynor and team. I am really keen to pursue this with some practical testing in Kenyan conservancies. What is the status of this effort, and could we meet to discuss how to take it forward as part of the Global Conservation Tech and Drone Forum in Nairobi, 2-6 March. I am chair of the Society for Conservation Biology Drone and Data Working Group and would like to discuss this at our inaugural meeting on 20th January.  https://wildlabs.net/discussion/scb-drones-and-data-working-group-society-conservation-biology 

Hi team, Can you please provide an update on where this effort sits now? The original post from January 2024 described three trials of airborne synthetic aperture radar for detecting snares and gin traps with foliage-penetrating radar scanning at 120 m AGL and generating geolocated alerts back into EarthRanger with identity and confidence metrics.

I want to add this as one of our competitions at the Global Conservation Tech & Drone Forum www.GCTDF.org in Kenya in early March, and include it in the new SCB Drones and Data WG as a discussion: https://wildlabs.net/discussion/scb-drones-and-data-working-group-society-conservation-biology 
 

This would build on the recent launch of a hands-on Tech Innovation Challenge around of the ADS-B proximity alert ,  as a safety layer in real conservation field operations where pilots are often multitasking. Please let me know the current status, data availability, key contacts, and what next steps might look like if this is to be integrated into the Forum and the Working Group agenda.

Thanks.

[email protected] 

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discussion

Drone & ai use for uncovering illegal logging camps

Hi all,I am working with WCS in Cambodia, and am curious as to whether anyone has used combinations of drone / ai / radar tech to uncover illegal logging camps in forest...

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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 models to visualise changes in forests where logging may be occuring between different dates using drone photogrammetry and GIS software. I have found these methods very effective when monitoring deforestation, especially because not only can you quickly visualise where deforestation has happened, but you can also quantify the damage at the same time. Let me know if you would like to learn more.

 

Kind regards

Sean Hill

I am not sure about the legal restrictions for drones in Cambodia and the size of the area you want to cover. However, I would assume you would need a fairly large fixed-wing drones for the size of area, you would be interested in. At this scale, a small manned aircraft might be more accessible.

Regarding the use of sensors, the use of radar on drones is a rather uncommon outside military applications. Some mining companies use magnetic sensors to detector iron ore under the ground. Maybe they would be able to detect large metal objects as well. However, I assume logging activities should be fairly obvious, and I think a simple RGB sensor would be sufficient. In terms of data process, assuming you are looking for larger logging activity and camps, I do not think you need to develop an AI model to do this. The impact on the landscape should be obvious.



However, what you are describing sounds like the perfect use case of spaceborne SAR. ICEYE is a commercial product which might be an all-in-one solution for you. Otherwise, there is Global Forest Watch or you could develop your own workflow using something like Sentiel-1.



Good luck with your project!

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discussion

Piloting a QGIS Course for Conservation Staff – Seeking Interest & Input

Hi everyone,I’m developing a QGIS training course specifically for conservation practitioners working with patrol data (e.g. SMART) and other field-based spatial datasets. The...

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Thank you for sharing this Emma! I apologies for the delayed reply, I have been quite busy of late and will get to this as soon as possible! I look forward to it!

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New Group Proposal: Systems Builders & PACIM Designers

Co-Creating Collective Impact Across the Conservation Technology EcosystemDear WILDLABS Community,I am proposing the creation of a new WILDLABS group focused on...

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Hello again sir - PACIMs really mean 'projects' is the way I see it. Each part of the acronym can be seen as a project (if you have an assignment to do, you have a project really).

 

As for your query on 10 projects in 'this' group - I should ask for clarification if you mean particularly acoustics or in any group (I see now this is the acoustics thread after I selected all the groups for this post). If you are asking on acoustics, you're right - I am unsure on 10 as I am not too keen on acoustics yet. If you are asking 10 projects as a whole like 10 projects in the funding and finance group - I believe 10 to be a very reasonable number. Our projects we have co-created are for the most part replicable, rapidly deployable, quickly scalable, fundable through blended finance and more. 

 

Thank you again for the feedback.

Thank you for your reply, Chad

I 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 first post you explain PACIM stands for "Projects, Assignments, Campaigns, Initiatives, Movements, and Systems", so I understood it as more than just projects. Obviously, many things can be packed into a project or called a project, but then, what does it mean that 'Projects' is part of the list?

Well, if you think 10 projects is doable, then don't let me stop you.

hi chad, its great to hear from you_its really a great idea and impactful journey  in our community

 

having experience in community-led conservation initiatives, working and leading in community based conservation @nature_embassy  as the leader (found on insta and other social pages), 

i will be glad to be part of the group, thankyou

 

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discussion

Gulf of America Dead Zone Restoration

Hello all,I’ve recently become aware of the Gulf of Mexico Dead Zone, a 6,500-square-mile hypoxic area caused by agricultural runoff from 32...

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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 included WILDLABS entities at random and I will be mapping them to the industry collaborators we are seeking. 

 

I hope to have any interested parties please reach out and if you'd like to contribute your technology, wisdom, or just follow along, I appreciate it! Thank you

 

 

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Apply for Free Access to Nature FIRST Conference (innovative solutions for biodiversity monitoring and human-wildlife coexistence)

The European project Nature FIRST is hosting its final conference at Ouwehands Dierenpark in the Netherlands on 25–26 June 2025, and we’re looking to expand our...

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Nice!

Thought I'd mention that Wildlife Security Innovations will have a booth there, demonstrating our new multi-camera, local AI camera trap that supports miniature high resolution thermal modules. I will be bringing these along.

Hi

This 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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Poaching data request

Hi everyone!My name is Martina Fernando, and I am a PhD student in Environmental and Evolutionary Biology at Sapienza University of Rome. For my PhD project I aim to identify...

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Hello Martina, I just messaged you! Hope to speak soon! :)

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