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- Free online tool to analyze wildlife images
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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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- Suggestions for research funds
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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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- Apis Nomadica Labs: Mobile Bee-Search for the Future of Food & Medicine
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- Siguiendo Ballenas: rastreo satelital desde el espacio revela sus rutas migratorias // Tracking right whales from outer space reveals their migratory routes
Un ambicioso proyecto internacional está usando transmisores satelitales para monitorear los viajes migratorios de ballenas francas australes, permitiendo entender sus sorprendentes patrones de desplazamiento en tiempo real. // An ambitious international project is using satellite tags to monitor the migratory journeys of southern right whales, allowing researchers to understand their surprising movement patterns in real time.
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- G-DiNC 2026: Global Drones in Nature Conservation Symposium & Expo
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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.
Group
- Latest Discussion
- G-DiNC 2026: Global Drones in Nature Conservation Symposium & Expo
- Latest Resource
- /
- Siguiendo Ballenas: rastreo satelital desde el espacio revela sus rutas migratorias // Tracking right whales from outer space reveals their migratory routes
Un ambicioso proyecto internacional está usando transmisores satelitales para monitorear los viajes migratorios de ballenas francas australes, permitiendo entender sus sorprendentes patrones de desplazamiento en tiempo real. // An ambitious international project is using satellite tags to monitor the migratory journeys of southern right whales, allowing researchers to understand their surprising movement patterns in real time.
Group
- Latest Resource
- /
- 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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- Online Ocean-Focused GIS Course
This is a chance to participate in a short survey about the preferences that conservation practitioners have for evidence. There's a chance to win one of three £20 Mastercard gift cards.
Group
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- Apis Nomadica Labs: Mobile Bee-Search for the Future of Food & Medicine
- Latest Resource
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- Zimbabwe Shines: 5 Key Takeaways from Ramsar COP15
Making waves in wetland conservation: Explore the outcomes and insights from Ramsar COP15, a premier global event on wetland protection and sustainability
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- DIY: Pressure Chamber
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- Can CBIs promote coexistence? A Case Study from Northern Tanzania
Can conservation-based incentives promote the willingness of local communities to coexist with wildlife? A case of Burunge Wildlife Management Area, Northern Tanzania
Group
- Latest Discussion
- Online Ocean-Focused GIS Course
- Latest Resource
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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.
Group
- Latest Resource
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- New WILDLABS Funding & Finance group
WildLabs will soon launch a 'Funding and Finance' group. What would be your wish list for such a group? Would you be interested in co-managing or otherwise helping out?
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- New Group Proposal: Systems Builders & PACIM Designers
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- Application of computer vision for off-highway vehicle route detection: A case study in Mojave desert tortoise habitat
Driving off-highway vehicles (OHVs), which contributes to habitat degradation and fragmentation, is a common recreational activity in the United States and other parts of the world, particularly in desert environments with fragile ecosystems. Although habitat degradation and mortality from the expansion of OHV networks are thought to have major impacts on desert species, comprehensive maps of OHV route networks and their changes are poorly understood. To better understand how OHV route networks have evolved in the Mojave Desert ecoregion, we developed a computer vision approach to estimate OHV route location and density across the range of the Mojave desert tortoise (Gopherus agassizii). We defined OHV routes as non-paved, linear features, including designated routes and washes in the presence of non-paved routes. Using contemporary (n = 1499) and historical (n = 1148) aerial images, we trained and validated three convolutional neural network (CNN) models. We cross-examined each model on sets of independently curated data and selected the highest performing model to generate predictions across the tortoise's range. When evaluated against a ‘hybrid’ test set (n = 1807 images), the final hybrid model achieved an accuracy of 77%. We then applied our model to remotely sensed imagery from across the tortoise's range and generated spatial layers of OHV route density for the 1970s, 1980s, 2010s, and 2020s. We examined OHV route density within tortoise conservation areas (TCA) and recovery units (RU) within the range of the species. Results showed an increase in the OHV route density in both TCAs (8.45%) and RUs (7.85%) from 1980 to 2020. Ordinal logistic regression indicated a strong correlation (OR = 1.01, P < 0.001) between model outputs and ground-truthed OHV maps from the study region. Our computer vision approach and mapped results can inform conservation strategies and management aimed at mitigating the adverse impacts of OHV activity on sensitive ecosystems.
Group
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- GIS and AI on deforestation and Climate Change
- Latest Resource
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- Zimbabwe Shines: 5 Key Takeaways from Ramsar COP15
Making waves in wetland conservation: Explore the outcomes and insights from Ramsar COP15, a premier global event on wetland protection and sustainability
Group
- Latest Discussion
- Free online tool to analyze wildlife images
- Latest Resource
- /
- IUCN Red list R client.
Everything you need on the IUCN Red list is now accessible from R, outputted as tibble to facilitate data query, analysis, and visualization.
Group
- Latest Discussion
- Online Ocean-Focused GIS Course
Group
- Latest Discussion
- Suggestions for research funds
- Latest Resource
- /
- Zimbabwe Shines: 5 Key Takeaways from Ramsar COP15
Making waves in wetland conservation: Explore the outcomes and insights from Ramsar COP15, a premier global event on wetland protection and sustainability
Group
- Latest Resource
- /
- Nature Tech for Biodiversity Sector Map launched!
Conservation International is proud to announce the launch of the Nature Tech for Biodiversity Sector Map, developed in partnership with the Nature Tech Collective!
Group
- Latest Discussion
- Free online tool to analyze wildlife images
- Latest Resource
- /
- IUCN Red list R client.
Everything you need on the IUCN Red list is now accessible from R, outputted as tibble to facilitate data query, analysis, and visualization.
Group
- Latest Discussion
- Piloting a QGIS Course for Conservation Staff – Seeking Interest & Input
Please help us by participating in a MSc research project on what you consider to be 'evidence' in your work in conservation.
Group
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- Women Conserving Southern Africa
- Latest Resource
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- Making Progress: Women in Conservation Technology Programme, Kenya
We invite you to join us in reflecting on the extraordinary progress each of our WiCT Kenyan cohort members has made since 2022 and follow along on their dynamic conservation tech career journeys. Featuring fifteen exciting blog posts made here on WILDLABS in each of their own words.
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Akiba 's Content
Hi. I'm looking for an off-the-shelf saltwater switch for an undersea application. It needs to be depth rated Is there anything like this available? I suspect I can probably make...
6 May 2023
Discussion
I thought I'd start a thread with interesting articles in the news about how conservation and technology are working together, in case it spurs ideas. Feel free to add your...
22 June 2021
Discussion
Hi everyone. Hackaday is running a data logging contest right now and if you happen to need a reason to log some data, this might be the thing. It runs through April 25th...
4 March 2021
Discussion
Hi everyone. We've gotten a couple of requests for add-on boards for the Wildlogger for specific applications. Although we can't guarantee we can handle all...
4 February 2021
Discussion
Hi everyone. In case you weren't aware of it, the BYO Datalogger course has a github repository where you can view, download, and clone the Wildlogger board design files...
17 December 2020
Discussion
One of the questions that came up at the BYO Datalogger Welcome meetup is regarding SD card reliability. Since it was a bit of a detailed topic, we decided to move it to the...
10 November 2020
I thought this article might be interesting to people in this group: "It’s common knowledge that bats navigate and search for their prey using echolocation, but did...
11 September 2020
Hi everyone. This is Akiba from FreakLabs and I'm half of the presenters for the upcoming Tech Tutors talk: Creating Custom Hardware with Arduino. The original title was...
12 August 2020
Although this article focuses on agriculture in Australia, a lot of the IoT principles that are being used can also possibly be used for conservation tech. I thought it might make...
28 April 2019
Hi everyone. I think there were a lot of questions regarding financial sustainability of open source hardware projects. There's a great discussion of it in this...
12 April 2019
Hi everyone. This project is the first one that came out of this thread. @Rob+Appleby and I were discussing his WildSpy timer, the open source timer he developed. As...
3 April 2019
Hi everyone. This conversation took place in the Sensors thread and I'm moving it over here since it's more relevant in the camera trap thread. [Alasdair...
2 April 2019
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Freakduino is a series of wireless, Arduino-compatible boards designed for people that want to easily transmit data wirelessly.
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The FreakUSB is a standalone, versatile wireless communications tool that is designed to be tethered to a PC or PC-like device such as a Raspberry Pi.
Akiba commented on "Seeking Input: GPS Fix Interval Methodology for Wildlife Tracking Collars"