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- London Climate Action Week 2026 Conservation Technology Related Events?
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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- The State of Conservation Technology: What Five Years of Data Tell Us
Our 2026 report is here, drawing on five years of community-sourced data to explore how the field is evolving, where progress is being made, and where collective action is still needed.
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- 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.
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- Getting behavioral data out of datasets that weren't built for it
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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- New Book on Camera Trapping Tech
Trail Cameras & Custom Camera Traps: Technology, Ethics & Strategies for Success
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- Anyone using Microsoft Sparrow?
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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- 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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There are educators everywhere working to teach and train the next generation of sustainability minded students. Whether in formal settings (K-12, undergraduate, graduate) settings or informally as science communication now it is more important than ever to work towards advancing Conservation Tech education. By working on interdisciplinary teams we can help develop teaching and training tools to help expand the field of Conservation Technology creation.
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- What Happens When Conservation Technology Leaves the Lab? Lessons from Training Rural Communities in the Brazilian Cerrado
Thanks to support from the WILDLABS Awards through the Boring Fund, funded by Arm, we were able to deliver a conservation technology training programme designed to make wildlife monitoring tools more accessible to rural communities.
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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.
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Dan Morris's Content
Discussion
AI coding follow-up
Dan Morris
Thanks to everyone who joined the Variety Hour this morning! I definitely bit off about 3x more than I could chew in terms of fitting content into 15 minutes, but hopefully...
28 January 2026
Discussion
I hope this is the first of many posts advertising workshops or conference sessions at the ICTC... shamelessly self-plagiarizing this post to/from other platforms.For...
14 January 2026
Discussion
Q&A - AI for Conservation Office Hours 2025
Jake Burton and 1 more
This is a thread for anyone who has questions about AI for Conservation Office Hours 2025.We're once again teaming up with Dan Morris from Google's AI for Nature and Society...
15 November 2024
Article
Apply Now: AI for Conservation Office Hours 2025
Jake Burton and 1 more
Are you stuck on an AI or ML challenge in your conservation work? Apply now for the chance to receive tailored expert advice from data scientists! The deadline for applications is Monday 9 December 2024.
13 November 2024
Discussion
Camera Trap Data Management Survey: Results
Dan Morris
A few months ago, the Wildlife Insights team conducted a survey to learn more about camera trap data management practices, the use of AI for camera trap image review, and barriers...
20 September 2023
Discussion
What does "EK" stand for (as in "100EK113")?
Dan Morris
This might be the least important post ever made to this group, but, here we go...Most folks here are likely familiar with the overflow folders that most camera traps make to...
4 July 2023
Article
AI for Conservation Office Hours: 2023 Review
Dan Morris and 1 more
We've now wrapped our 2023 AI for Conservation Office Hours, where we helped conservationists connect with AI experts to get tailored expert advice on AI and ML problems in their projects
11 May 2023
Discussion
Camera Trap Data Management Survey
Dan Morris
The Wildlife Insights team is running a survey to learn more about camera trap data management practices, and in particular to understand potential barriers to data sharing, as...
3 May 2023
Discussion
I got inspired to collect a list of annotated, appear-to-be-ML-ready datasets related to drone/aerial wildlife surveys:https://github.com/agentmorris/agentmorrispublic/blob/main/...
29 March 2023
Discussion
MegaDetector v5 release
Dan Morris
Some folks here have previously worked with our MegaDetector model for categorizing camera trap images as person/animal/vehicle/empty; we are excited to announce MegaDetector...
20 June 2022
Discussion
Camera trap ML competition
Dan Morris
Microsoft AI for Earth and DrivenData just launched a new machine learning competition on Snapshot Serengeti data: http://aiforearth.drivendata.org This is different from...
20 November 2019
Dan Morris's Comments
A contact on the following Inventory items
Product
MegaDetector is an AI model that detects animals, people, and vehicles and animals in camera trap images. MegaDetector most commonly used to filter out blank images.
Dan Morris commented on "Machine Learning for Camera Trap Footage"