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- 399
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- BoutScout – Beyond AI for Images, Detecting Avian Behaviour with Sensors
In this case, you’ll explore how the BoutScout project is improving avian behavioural research through deep learning—without relying on images or video. By combining dataloggers, open-source hardware, and a powerful BiLSTM deep learning model trained on temperature data, the team has reduced the time needed to analyse weeks or even months of incubation behaviour to just seconds. This has enabled the discovery of new patterns in how tropical birds incubate their eggs across different elevations and climates. With tools soon to be released on PyPI, including a no-code platform for behavioural analysis, this work offers a fresh, scalable approach for conservationists and researchers working on breeding data at the tropics.
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- 150
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- Latest Discussion
- AI accelerator for nonprofits working in the Climate area
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- Case Study: Drone-based radio-tracking of Eastern Bandicoots
Wildlife Drones was deployed by Zoos Victoria in a trial project tracking captive-bred Eastern Barred Bandicoots that were tagged and released into the wild
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- 625
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- Latest Discussion
- Online Ocean-Focused GIS Course
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- AI for Conservation Office Hours: 2025 Review
Read about the advice provided by AI specialists in AI Conservation Office Hours 2025 earlier this year and reflect on how this helped projects so far.
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- 204
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- Latest Discussion
- New Group Proposal: Systems Builders & PACIM Designers
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- How e-DNA Could Help Save Snow Leopards in Pakistan
Among the snow-peaked ranges of the Hindu Kush and Karakoram roams the “ghost of the mountains”—the snow leopard. Elusive and perfectly camouflaged, this majestic predator is both a symbol of Pakistan’s natural heritage and an essential part of its mountain ecosystems. Snow leopards are solitary, crepuscular, and carnivorous animals, preying mainly on ibex and blue sheep. Though generally non-aggressive towards humans, their numbers are alarmingly low. According to WWF-Pakistan, only 200–420 individuals remain in the country, and while Pakistan holds the third-largest population globally, the species is listed as Endangered on the IUCN Red List and Critically Endangered nationally.
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