Group

Data Management & Mobilisation / Feed

Conservation tech work doesn't stop after data is collected in the field. Equally as important to success is navigating data management and processing tools. For the many community members who deal with enormous datasets, this group will be an invaluable resource to trade advice, discuss workflows and tools, and share what works for you.

discussion

Getting behavioral data out of datasets that weren't built for it

Burning question:There's so much monitoring data already- camera trap archives, acoustic recordings, GPS tracks - but almost all of it was collected to answer presence/absence or...

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I'll definitely check out your channel! To be honest, I'm much more on the animal science and behaviour side of things than the hardware engineering side, so I can't speak to the exact specs of the older gear I've seen, but having that high of a resolution without motion blur definitely sounds like a massive leap forward.

The way I see it, the trickiest part about any remote tech, no matter how high-res it gets, is that you can never truly measure the 'avoidance factor' from behind the lens. If a cautious animal senses a foreign object in its home ground and decides to completely steer clear of that zone, the camera will never catch it. You only ever get data on the animals that don't mind the camera, which can unintentionally skew the behavioural picture.

It’s the classic observer dilemma. It’s why some of the most famous animal behaviourists in history only truly understood nuanced behaviour by actually embedding themselves in the environment and becoming part of the pack, rather than relying solely on a fixed lens. But as a tool to bridge the gap where humans can't go, it's definitely exciting to see how much clearer the visibility is getting!

I would love to have feedback from a behavioral researcher. When I made the comment, I was mostly thinking about macro behavior. I haven't dived into the requirements for micro research, but it sure is interesting.

The area where I hope to make the most impact is in human-wildlife conflict mitigation. I would be thrilled if it turned out to be useful to behavior analysis as well.

Occasionally we get a close close up of an animal. Such as this hare. I would love to know whether in you consider it contains sufficient detail for behavioral purposes.

Hare closeup in Thermal

And here, even better

Ring side view of a hare close up

Over time, the animals do get comfortable with our gear. I'm sure that a bird built a nest under the panel recently. I just haven't been out there in a while to check, but it keeps flying up from below in the area. We have a visible view of that.

Baby bird living under a solar panel

Most of our wolf videos are on our other channel. Here the wolves indeed were very wary of the gear at first. Mostly they would glance up, however at first they would have been looking at the camera, but over time I think that most of the time they were looking across the field to the road on the other side.

We also have a 4K ultra low light camera that we were lighting with invisible (940nm) lighting. This we have also recording continuously.

Wolf with 4K ultra low light camera
 
We custom design all weather enclosures for out thermal modules. They are design such if you wanted you could remove them and use them in a stealth custom made enclosure of your own. They are USB based modules, so the main recording unit can be hidden away from the camera. Here is a photo of a 640x512 unit
Thermal module with outdoor enclosure
There's a camera mounting fitting underneath so you can can ball joint camera mounts to mount them on and only a little bit sticks up into view.
 
The 1280x1024 resolution module is a bit bigger
1280x1024 thermal module

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discussion

Safe and Sound project report: Is Camtrap DP a suitable standard for (bio)acoustic data?

Dear WILDLABS community,We are pleased to share with you the publication of the Safe and Sound project report: Is Camtrap DP a suitable...

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Your report on extending Camtrap DP to bioacoustics resonated with something we are just beginning to explore in Mindoro Island, Philippines.

We have ongoing camera trap deployments in interior forest habitats and are beginning to examine the acoustic layer embedded in those recordings, particularly for nocturnal species such as the Mindoro Boobook. The discussion around terminology and how datasets are structured feels especially relevant, though I am still trying to understand how frameworks like Camtrap DP would apply in practice to this kind of data.

It is encouraging to see this direction being shaped at the community level. I will be following this closely as we continue to learn and figure out how our own datasets might eventually align.

Thanks for this!  I've shared this post with the WildTrax (https://wildtrax.ca/) team and CanAvian (https://canavian.ca/) to investigate. We're exploring data standards as part of a recent initiative so this will be very helpful! @jeffcullis 

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discussion

Project Report: Upgrading Software for The Motus Wildlife Tracking System and NatureCounts 

We’re excited to report the completion of our Boring Fund Project: BEHIND THE SCENES: UPGRADING SOFTWARE PACKAGES IN SUPPORT OF THE MOTUS WILDLIFE TRACKING SYSTEM AND...

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This initiative was such a great motivation to finally tackle some of our tech debt, so thanks indeed Arm and Wildlabs. The boring stuff is really what underpins the exciting one, and it's great to have partners and funders who understand and appreciate this.
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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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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

I would join this group! I'm fairly new to this community, and human dimensions is my closest area of interest amongst the other groups listed for WildLabs. 

Hi

 

Heavily interested

I am trying to put in place a citizen science project where UX design and environmental human-computer interaction and Environmental communication are a big deal

keep me in touch

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careers

Biodiversity Monitoring Scientist

This role would suit someone with a background in ecology or environmental science who enjoys combining fieldwork, data analysis, and applied research to support real-world environmental outcomes.

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discussion

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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discussion

Nature Tech Unconference - Anyone attending?

Hi all, anyone planning to attend the Nature Tech Unconference on 28th March at the London School of Economics Campus in London, UK? (the event is free to attend but...

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Myself and the Fauna & Flora Conservation Technology team will be there (@Chelsea_Smith  and @ugyenpenjor ) and also the WILDLABS team @HRees ! See you!

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careers

Ecological Data Scientist

The Smithsonian Institution is the world’s largest museum, education, and research complex, with 21 museums and the National Zoo. This position is located in the Smithsonian's National Zoo and Conservation Biology...

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discussion

Developing a Field-companion app

Hi everyone,The past couple of weeks I've been working on a field-app built especially for ecologists. The main trigger was that as an engineer working in ecology, I've often...

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how is this fundamentally different than Kobo toolbox, SMART collect, Cybertracker, Earth Ranger mobile?



I also understand the new SERCA effort will redo/unify EarthRanger and SMART collect

 

 

https://www.kobotoolbox.org/
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discussion

SCB Drones and Data Working Group (Society for Conservation Biology)

I’m pleased to share that the Society for Conservation Biology (SCB) has officially approved the new Drones and Data Working Group (D&D WG) for provisional status: https://...

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Congratulations David. Looking forward to attending the inaugural meeting :)

Akiba

Quick update – our next SCB Drones & Data Working Group coordination meeting is 24 March 2026.

Two identical sessions to accommodate time zones:
EARLY: 07:00 UK / 08:00 CET / 15:00 HKT / 16:00 Tokyo / 17:00 Brisbane / 18:00 Sydney / 20:00 New Zealand  
LATE: 17:00 UK / 18:00 CET / 12:00 US Eastern / 09:00 US Pacific  

If you’re interested in joining the Working Group or haven’t yet completed the Expression of Interest, you can still do so here:
https://docs.google.com/forms/d/e/1FAIpQLScKxh3-e2duORzdqvuD2UCqC-Cpp7booTdWu7zFSHYPV0HOfw/viewform

Please email any questions to me at [email protected]

Agenda:
• Confirming Working Group scope and positioning within SCB 
• Establishing governance and leadership roles 
• Defining priority outputs for the next phase 
• Progressing toward full SCB Working Group status 

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