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Used to pick up signals from tracking gear on the ground, collect images of wildlife and habitats from the air, gather acoustic data with specialized hydrophones, or even collect snot samples from whales' blowholes, drones are capable of collecting high-resolution data quickly, noninvasively, and at relatively low cost.
🌍 Conservation technology is transforming how we protect wildlife, but are we thinking carefully enough about the risks? Drones, camera traps, GPS trackers, acoustic sensors, AI, and remote sensing have become essential tools for conservation practitioners around the world. They help us monitor species, detect threats, and respond faster than ever before. But these same technologies can also introduce unintended risks, and in some cases, can be exploited by those seeking to harm the very wildlife we're trying to protect. 🦏 Input now and/or join the discussions/research. Â
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- Latest Discussion
- New "Human Dimensions" group on Wildlabs?
The Human–Wildlife Coexistence (HWC) group is a collaborative hub for conservationists, technologists, field researchers, entrepreneurs, and innovators exploring solutions to HWC globally. The group provides a space to share practical tools, pilot novel interventions, connect global communities, and amplify projects that help communities and wildlife coexist. The group emphasizes community voices, socio-economic challenges, and equitable resource sharing, ensuring human perspectives are understood alongside wildlife needs.
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- Upcoming Learning Session July15: “Wildlife Tracking for Connection”
Join us for our 15th learning session on Wednesday, July 15 at 6 pm CEST | 5 pm BST | 12 pm EDT | 9 am PDT | 9:30 pm IST (Co-creation with the More-than-Human sandbox)Â Register on EventBrite (free, 1 hr): https://www.eventbrite.co.uk/e/wildlife-tracking-for-connection-learning-session-tickets-1992174556727?aff=oddtdtcreator
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- Latest Discussion
- New "Human Dimensions" group on Wildlabs?
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!
🌍 Conservation technology is transforming how we protect wildlife, but are we thinking carefully enough about the risks? Drones, camera traps, GPS trackers, acoustic sensors, AI, and remote sensing have become essential tools for conservation practitioners around the world. They help us monitor species, detect threats, and respond faster than ever before. But these same technologies can also introduce unintended risks, and in some cases, can be exploited by those seeking to harm the very wildlife we're trying to protect. 🦏 Input now and/or join the discussions/research. Â
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- Latest Discussion
- Getting behavioral data out of datasets that weren't built for it
Want to talk about sensors that don't quite fit into any of our tech-specific groups? This is the place to post! From temperature and humidity to airflow and pressure sensors, there are many environmental sensing tools that can add valuable data to core conservation monitoring technologies. With the increasing availability of low-cost, open-source options, we've seen growing interest in integrating these kinds of low bandwidth sensors into existing tools. What kinds of sensors are you working with?
🌍 Conservation technology is transforming how we protect wildlife, but are we thinking carefully enough about the risks? Drones, camera traps, GPS trackers, acoustic sensors, AI, and remote sensing have become essential tools for conservation practitioners around the world. They help us monitor species, detect threats, and respond faster than ever before. But these same technologies can also introduce unintended risks, and in some cases, can be exploited by those seeking to harm the very wildlife we're trying to protect. 🦏 Input now and/or join the discussions/research. Â
Group
The Animal Movement Group is a collaborative community dedicated to advancing the study, monitoring, and conservation of animal movement. It provides a space for researchers, practitioners, and innovators to exchange knowledge, explore bio-logging approaches and data, and address conservation challenges linked to species mobility.
- Latest Resource
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- Upcoming Learning Session July15: “Wildlife Tracking for Connection”
Join us for our 15th learning session on Wednesday, July 15 at 6 pm CEST | 5 pm BST | 12 pm EDT | 9 am PDT | 9:30 pm IST (Co-creation with the More-than-Human sandbox)Â Register on EventBrite (free, 1 hr): https://www.eventbrite.co.uk/e/wildlife-tracking-for-connection-learning-session-tickets-1992174556727?aff=oddtdtcreator
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- Latest Discussion
- Engineer Searching for BiologistsÂ
Bringing together many of our community's tech types like bioacoustics, biologging, drones, remote sensing, machine learning, and more, the Marine Conservation group is a meeting point to begin innovative collaborations and answer difficult questions.
🌍 Conservation technology is transforming how we protect wildlife, but are we thinking carefully enough about the risks? Drones, camera traps, GPS trackers, acoustic sensors, AI, and remote sensing have become essential tools for conservation practitioners around the world. They help us monitor species, detect threats, and respond faster than ever before. But these same technologies can also introduce unintended risks, and in some cases, can be exploited by those seeking to harm the very wildlife we're trying to protect. 🦏 Input now and/or join the discussions/research. Â
Group
Anyone can become a citizen scientist - even experts! If you're excited about exploring new areas of conservation tech, contributing to projects, or developing and launching your own citizen science projects or apps, this is the group for you.
- Latest Resource
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- Upcoming Learning Session July15: “Wildlife Tracking for Connection”
Join us for our 15th learning session on Wednesday, July 15 at 6 pm CEST | 5 pm BST | 12 pm EDT | 9 am PDT | 9:30 pm IST (Co-creation with the More-than-Human sandbox)Â Register on EventBrite (free, 1 hr): https://www.eventbrite.co.uk/e/wildlife-tracking-for-connection-learning-session-tickets-1992174556727?aff=oddtdtcreator
Group
- Latest Discussion
- Loaning Bioacoustics Recorders
Acoustic is one of our biggest and most active groups, with members collecting, analysing, and interpreting acoustic data from across species, ecosystems, and applications, from animal vocalizations to sounds from our natural and built environment.
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- Open-Source Solutions for Amphibian Passive Acoustic Monitoring: Lessons from Patagonia
Monitoring amphibians across the temperate forests of Patagonia presents significant logistical and technical challenges. Remote locations, harsh environmental conditions, and the large volumes of data generated by Passive Acoustic Monitoring (PAM) can make long-term biodiversity surveys difficult to implement and maintain. In addition, environmental data often relies on multiple independent devices, increasing costs, complexity, and logistical demands in remote field conditions. Through the WILDLABS Awards 2025, our team explored practical ways to address these challenges by combining open-source hardware, environmental sensing, and AI-assisted acoustic analysis.
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- Latest Discussion
- Camera Trap Suggestions for Time-lapse Seabird Monitoring?
Looking for a place to discuss camera trap troubleshooting, compare models, collaborate with members working with other technologies like machine learning and bioacoustics, or share and exchange data from your camera trap research? Get involved in our Camera Traps group! All are welcome whether you are new to camera trapping, have expertise from the field to share, or are curious about how your skill sets can help those working with camera traps.
- Latest Resource
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- Practical Considerations for Camera Trap Photography
Trail Cameras & Custom Camera Traps: Technology, Ethics & Strategies for Success
Group
The WILDLABS Community Base is the ideal place to get oriented with the all that our community platform offers, hear about news and opportunities, and to meet new friends and collaborators.
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- Announcing the WILDLABS Awards 2026 Grantees
Learn about the 16 selected projects that are working to innovate, scale, and adopt conservation technology for this year’s WILDLABS Awards.Â
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- Latest Discussion
- The Climate Change AI Virtual Summer School 2026!
Artificial intelligence is increasingly being used in the field to analyse information collected by wildlife conservationists, from camera traps and satellite images to audio recordings. AI can learn how to identify which photos out of thousands contain rare species; or pinpoint an animal call out of hours of field recordings - hugely reducing the manual labour required to collect vital conservation data. The AI For Conservation group is intended to unite and inspire all WILDLABS community members—whether already involved in AI for conservation, or not—to understand how to use and/or directly contribute to open-source research and development efforts.
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- Deep Voice - A Free Online Platform for AI-Based Marine Mammal Sound Detection and Classification
Passive acoustic monitoring floods marine researchers with data that can take months to annotate by hand, and the AI models that could help have long required Python setup, GitHub repos, and complex config files. Funded by the WILDLABS Awards 2025, Deep Voice removes that barrier with a free, public web app that turns marine mammal sound detection into a simple drag-and-drop task.
Group
Technology is changing and evolving faster than ever, and as it does, our community members are looking for the next big thing to revolutionize their conservation tech work. To chat about your favorite new tools that are just emerging in the field and discover innovations you haven't yet heard of, join this group!
🌍 Conservation technology is transforming how we protect wildlife, but are we thinking carefully enough about the risks? Drones, camera traps, GPS trackers, acoustic sensors, AI, and remote sensing have become essential tools for conservation practitioners around the world. They help us monitor species, detect threats, and respond faster than ever before. But these same technologies can also introduce unintended risks, and in some cases, can be exploited by those seeking to harm the very wildlife we're trying to protect. 🦏 Input now and/or join the discussions/research. Â
Group
- Latest Discussion
- Getting behavioral data out of datasets that weren't built for it
This group is for anyone interested in applying software to conservation and wildlife research. Whether you're a developer eager to contribute to conservation or a newbie with valuable data and ideas but limited software experience, this group connects people with diverse expertise. It provides a space for asking questions, sharing resources, and staying informed about new technologies and best practices.
🌍 Conservation technology is transforming how we protect wildlife, but are we thinking carefully enough about the risks? Drones, camera traps, GPS trackers, acoustic sensors, AI, and remote sensing have become essential tools for conservation practitioners around the world. They help us monitor species, detect threats, and respond faster than ever before. But these same technologies can also introduce unintended risks, and in some cases, can be exploited by those seeking to harm the very wildlife we're trying to protect. 🦏 Input now and/or join the discussions/research. Â
Group
- Latest Discussion
- New "Human Dimensions" group on Wildlabs?
Over the last few years the conservation movement has been enthusiastically deploying new technologies that make it possible to observe and protect the natural world in ways once unimaginable. But are there any potential risks we need to consider as we deploy the new, exciting technologies?
🌍 Conservation technology is transforming how we protect wildlife, but are we thinking carefully enough about the risks? Drones, camera traps, GPS trackers, acoustic sensors, AI, and remote sensing have become essential tools for conservation practitioners around the world. They help us monitor species, detect threats, and respond faster than ever before. But these same technologies can also introduce unintended risks, and in some cases, can be exploited by those seeking to harm the very wildlife we're trying to protect. 🦏 Input now and/or join the discussions/research. Â
Group
- Latest Discussion
- Looking To Utilize My Skillsets To Help
Conservation dogs are making a difference in conservation through their noninvasive ability to detect elusive species in the wild, flag illegal wildlife trade products, and help poachers fight wildlife crime. Whether you work with conservation dogs, you're interested in incorporating them into your work, or you just want to learn about how dogs can support and enhance conservation technology's effectiveness, you're in the right place!
🌍 Conservation technology is transforming how we protect wildlife, but are we thinking carefully enough about the risks? Drones, camera traps, GPS trackers, acoustic sensors, AI, and remote sensing have become essential tools for conservation practitioners around the world. They help us monitor species, detect threats, and respond faster than ever before. But these same technologies can also introduce unintended risks, and in some cases, can be exploited by those seeking to harm the very wildlife we're trying to protect. 🦏 Input now and/or join the discussions/research. Â
Group
- Latest Discussion
- ADD SOME QGIS ZHUSH
Geospatial data and analysis are critical for conservation, from planning to implementation and measuring success. The Geospatial group focuses on all aspects of this field, from field surveys to remote sensing and data development/analysis to GIS systems. The ability to visualize and analyze spatial data underpins many areas of conservation, this group may serve as a landing point and gateway for those new to conservation technology.
🌍 Conservation technology is transforming how we protect wildlife, but are we thinking carefully enough about the risks? Drones, camera traps, GPS trackers, acoustic sensors, AI, and remote sensing have become essential tools for conservation practitioners around the world. They help us monitor species, detect threats, and respond faster than ever before. But these same technologies can also introduce unintended risks, and in some cases, can be exploited by those seeking to harm the very wildlife we're trying to protect. 🦏 Input now and/or join the discussions/research. Â
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John Probert's Content
Discussion
Interesting new article on in-the-field DNA analysis.
11 October 2017
Hi all, I have a question, I know someone who is looking at setting up camera traps in some somewhat remote parts of Central Africa. This would be primarily done...
10 October 2017
Discussion
Hi all, I was shown this article by a friend, it talks about some of the most common passwords that are used. It got me thinking, how do you keep your passwords...
25 September 2017
Discussion
Hi all, If you haven't please take this survey on camera traps led by @P.Glover.Kapfer . I'm posting it here to see if maybe there would be some...
20 September 2017
Hi all, I came across this article about relevancy in startup ideas. For those of you who are interested in going into business through conservation tech, it might be...
20 September 2017
Hi all, I hope everyone had a nice weekend. One thing that I think could be good in seeding discussions in our WILDLABS groups is to reach out about the postings to...
18 September 2017
Discussion
Good morning! I just came across this exciting elephant communication platform. It is from DSWT, utilizing decades of elephant research, and allows people to write human...
14 August 2017
Discussion
Hello sensors group! I recently saw this fascinating video on thermal imaging of elephants in the Dzangha Sangha Protected Area in CAR. It was really fascinating to me, and it...
26 July 2017
Discussion
Hi Data Science community! This listing of online data science courses might be of interest. Regards, John
25 July 2017
Discussion
Hello community members! I was wondering, for those of you who work in remote locations, how do you deal with issues such as Internet access? I just came across...
24 July 2017
Greetings all! In case you want to learn more about HWC in India, Mongabay has recently published an article by Mike Gaworecki highlighting the need for solutions to HWC...
3 July 2017
Hello all! I ju st read this article on a new type of tracking collar to be deployed on elephants that can detect gunshots. Have any of you heard of this kind of tech integration...
28 June 2017
John Probert's Comments