Groups joined
Discussions started
Discussion Comments
Resources added
Stephanie O'Donnell added a new Discussion - "Project Spotlight: Monitoring tropical freshwater fish in Kakadu National Park with drones, underwater cameras and AI" to AI for Conservation
Stephanie O'Donnell added a new External Link - "CCI Defining Destructive Fishing Project: Update - YouTube" to Sustainable Fishing Challenges

Stephanie O'Donnell added a new Event - "Catch up with The Variety Hour: June 2023" to AI for Conservation
Stephanie O'Donnell added a new External Link - "AI Can Fight Climate Change — If It's Deployed Properly" to Climate Change
Stephanie O'Donnell added a new External Link - "Green software report sheds light on carbon-aware operations" to Climate Change

Stephanie O'Donnell added a new Event - "Research Course on Open, Reproducible and Transparent Science in Ecology" to Data management and processing tools
Stephanie O'Donnell added a new External Link - "Top five(ish) sources of ecological data | R (for ecology)" to Data management and processing tools

Stephanie O'Donnell added a new Event - "CV4Animals: Computer Vision for Animal Behavior Tracking and Modeling" to AI for Conservation

Stephanie O'Donnell added a new Event - "FathomNet Workshop @CVPR 2023" to AI for Conservation

Stephanie O'Donnell added a new Career Opportunity - "Fisheries Analyst (Pacific) " to Marine Conservation

Stephanie O'Donnell added a new Event - "Catch up with The Variety Hour: May 2023" to Community Base

Stephanie O'Donnell added a new Career Opportunity - "Lecturer/Associate Professor of Ecology and Innovative Technologies" to AI for Conservation
Stephanie O'Donnell added a new External Link - "2022 Environmental Sustainability Report | Microsoft CSR" to Climate Change

Stephanie O'Donnell added a new Career Opportunity - "Programme Development Manager, WILDLABS" to Community Base
Stephanie O'Donnell contributed to Organisation - "5W Foundation"
Stephanie O'Donnell contributed to Organisation - "4EI"
Stephanie O'Donnell contributed to Organisation - "2ExcelGeo"
Stephanie O'Donnell contributed to Organisation - "Colorado State University"
Stephanie O'Donnell contributed to R&D Project - "BirdCast"
Stephanie O'Donnell added a new External Link - "Best Trail Cameras 2023 - Forbes Vetted" to Camera Traps
Stephanie O'Donnell added a new External Link - "Researchers Using Dogs to Combat Spotted Lanternflies – NBC 5 Dallas-Fort Worth" to Conservation Dogs
Stephanie O'Donnell added a new External Link - "Feathered forecast: Tech tools comb weather data for bird migrations" to AI for Conservation
Stephanie O'Donnell added a new External Link - "Anti-poaching tech vulnerable to cyber attacks, study finds | ITWeb" to Data management and processing tools
Stephanie O'Donnell added a new External Link - "Video: Virginia Tech tracking bobcats to preserve wildlife" to Animal Movement
Stephanie O'Donnell added a new External Link - "Researchers use taxidermy bird drones to monitor wildlife" to Drones
Stephanie O'Donnell contributed to Product - "Aerialod"
Stephanie O'Donnell contributed to Product - "Song Meter Mini Bat Ultrasonic Recorder"
Stephanie O'Donnell contributed to Product - "AcceleRater"
Groups
Group
- Latest Discussion
- How has the Funding & Finance group done?
- 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 Discussion
- Apis Nomadica Labs: Mobile Bee-Search for the Future of Food & Medicine
- 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
- /
- 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 Discussion
- New Group Proposal: Systems Builders & PACIM Designers
- Latest Resource
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- Population genetics with eDNA
Using SNP markers with an Amphibian species, we were able to identify a total of 17,617 nuclear single nuclear polymorphisms shared across individual, pond eDNA (4 populations) and tank eDNA samples (where tadpoles of the four ponds were housed), enabling us to detect genetic structuring across sampling locations (previously demenstrated with microsatellites and tissue samples), consistent with individual-based estimates. Collecting only the matrix (here water) allows describing the existing population structure...that could be a nice progress for conservation biology...
Group
- Latest Discussion
- Apis Nomadica Labs: Mobile Bee-Search for the Future of Food & Medicine
- Latest Resource
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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.
Group
- Latest Discussion
- G-DiNC 2026: Global Drones in Nature Conservation Symposium & Expo
- Latest Resource
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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
- 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
- Latest Discussion
- Beyond the Tech Hype / Más Allá del Hype Tecnológico
Please help us by participating in a MSc research project on what you consider to be 'evidence' in your work in conservation.
Group
- Latest Discussion
- Graph of life platform
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
- Latest Resource
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- 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
- Suggestions for research funds
- Latest Resource
- /
- 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 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 Discussion
- Do dogs influence small mammal trapping success rates?
Scientists at Victoria's Healesville Sanctuary are using trained sniffer dogs on paddleboards to track and identify platypuses in their habitat.
Group
- Latest Discussion
- Free online tool to analyze wildlife images
- Latest Resource
- /
- 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 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
- Latest Resource
- /
- 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 Discussion
- AI accelerator for nonprofits working in the Climate area
- Latest Resource
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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
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.
Group
- Latest Discussion
- 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
- Latest Resource
- /
- 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?
Group
- Latest Discussion
- DIY: Pressure Chamber
- Latest Resource
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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
- GIS and AI on deforestation and Climate Change
- 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 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
- New Group Proposal: Systems Builders & PACIM Designers
- Latest Resource
- /
- 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
- Latest Discussion
- Support the Cartographer Cause!
- Latest Resource
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- MyProgress: Advancing GIS and R programming skills.
A fascinating journey of unleashing my potentials in spatial analysis using ArcGIS Pro and R programming.
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
- /
- 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 Discussion
- Mothbox Documentary [Wildlabs Award 2024)
- Latest Resource
- /
- A new underwater camera trap for freshwater wildlife monitoring
Proud of sharing our paper introducing our underwater camera trap, a solution for automating the production of underwater images and videos of amphibians, reptiles, invertebrates, mammals...
Group
- Latest Discussion
- 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.
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 Discussion
- Suggestions for research funds
- 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.
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Stephanie O'Donnell's Content
This was such a fantastic presentation in our June Variety Hour show. Andrew and his team are exploring applications of a whole range of technologies, anda are looking to share...
12 July 2023
"This seminar detailed our achievements to date in building an expert-led and consensus-based definition of “destructive fishing” and our subsequent development of a monitoring framework, for adaptation to national and...
19 June 2023
Our friends at the Climate Change AI community featured in Business Insider, talking about the role AI can play in climate change.
16 June 2023
Green Software Foundation has just launched its first State of Green Software Report, which highlights that – without industry action – software emissions could rise to 14% of the world’s carbon footprint by 2040.
16 June 2023
A few places where you can download ecological data for coding practice and research. In this tutorial, Selina Cheng discusses the following datasets: 1) Data sets that come with R, 2) The Knowledge Network for...
15 June 2023
Careers
With a focus on using and combining vessel tracking data, other satellite derived datasets and big data methods and AI generated estimates related to vessel identity and activity, the Fisheries Analyist with Global...
15 June 2023
The new role will support the growth of BioSciences’ new People and Nature Laboratory at UCL East through conducting cross-disciplinary research, teaching, outreach, and entrepreneurial activities in applied ecological...
16 May 2023
interesting read on how Microsoft is progressing on their 2030 goals, and how different parts of the sustainability work fit under thier three spheres of influence. Curious to see it in context of winding up/detriecting...
12 May 2023
We are looking for an experienced Programme Development Manager to join our team and help us grow our organisation's impact. The ideal candidate will have a passion for wildlife conservation and technology, and a...
5 May 2023
Forbes feature comparing five trail cameras.
26 April 2023
By sniffing out egg masses, dogs are helping researchers against an invasive species
26 April 2023
Since its launch in 1999, the BirdCast project has used weather radar data to track and forecast bird migrations across the U.S. In recent years, technology such as cloud computing and machine learning have helped make...
26 April 2023
Stephanie O'Donnell commented on "ICCB: Are you going? Are you presenting? Share your tech related activities! "