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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鈥攚hether already involved in AI for conservation, or not鈥攖o 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.
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- Boring Fund Report for Creating Global Open-Access Ground-Truth Datasets for Insect Monitoring聽
Improving the computer vision detection model for the Mothbox, an automatic insect monitoring tool from Dinalab
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- 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.
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- Practical Considerations for Camera Trap Photography
Trail Cameras & Custom Camera Traps: Technology, Ethics & Strategies for Success
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- The Climate Change AI Virtual Summer School 2026!
The conservation tech community has the power to help us understand and overcome the enormous challenges posed by climate change. Join our Climate Change group to meet others who are passionate about using their expertise to innovate new solutions and find reasons to be optimistic about tech's potential in the fight against climate disasters.
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- Synthesis of Insights / Learning session 14: Rights of Nature by Tribal and First Nations
Synthesis of insights of our 14th online learning session, using dialogue to explore the workings, developments, (im)possibilities, and emerging insights of diverse approaches and praxes for Co-creation with the More-than-Human world
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- Looking To Utilize My Skillsets To Help
Welcome to the official group for our virtual course, Earth Observation 101. This is your space to engage with course instructor Dr Cristian Rossi, find help and resources for each module, collaborate and chat with your fellow course participants!
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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.
馃實 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. 馃 Input now and/or join the discussions/research.聽聽
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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.
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- BAM (Biodiversity Around Me) widget
I am happy to introduce and share our new project BAM, to make open biodiversity data easily accessible to everyone, everywhere!
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- Engineer Searching for Biologists聽
The eDNA & Genomics Group focuses on advancing biodiversity monitoring, species detection, and ecological research using environmental DNA (eDNA) and genomics technologies. Our members are engaged in the collection, sequencing, and analysis of DNA from environmental samples鈥攕uch as soil, water, and feces鈥攖o detect species presence, assess genetic diversity, and study population structure without the need for direct observation or capture.
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- Assessing Critical Habitats Using Environmental DNA to Conserve the World鈥檚 Rarest Heron- White-bellied Heron Ardea insignis
The White-bellied Heron (Ardea insignis) is the world's rarest heron, with only about 60 individuals remaining globally. Bhutan holds nearly half of the remaining population, making conservation efforts within the country crucial to the species' survival. As part of my PhD research at Texas State University, I have been working to better understand the ecology, habitat suitability, and conservation needs of this critically endangered species. I employ an interdisciplinary approach that integrates field ecology, environmental DNA (eDNA) and portable genomics technologies to improve biodiversity monitoring and conservation planning for White-bellied Heron in Bhutan. Unlike traditional monitoring approaches that rely solely on direct observations, eDNA allows researchers to detect biodiversity from traces of genetic material left behind in the environment. The WILDLABS Award provided an exciting opportunity not only to advance research but also to demonstrate how emerging conservation technologies can be applied in remote landscapes while building local capacity for conservation genetics. Through this project, we sought to explore how portable molecular tools can support conservation decision-making while making advanced genetic technologies more accessible to researchers and practitioners in Bhutan.
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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.
馃實 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. 馃 Input now and/or join the discussions/research.聽聽
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- 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?
馃實 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. 馃 Input now and/or join the discussions/research.聽聽
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- Latest Discussion
- Getting behavioral data out of datasets that weren't built for it
Protected area management systems empower essential frontline conservationists to monitor wildlife and ecosystems in real-time. With tools like SMART, EarthRanger, and Esri's Conservation Land Management toolkit, users can collect, integrate, and display data from across landscapes to ensure that key information from the field gets to decision-makers in time to make a difference. This group is the place for new and experienced users of these tools alike to ask questions, share experiences, and work together to improve their effectiveness in critical conservation landscapes around the world.
馃實 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. 馃 Input now and/or join the discussions/research.聽聽
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Mathilde Leclerc's Comments
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