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Talia Speaker added a new Discussion - "What questions would you ask an AI agent for conservation tech?" to AI for Conservation

Talia Speaker added a new Career Opportunity - "Post-Doctoral Research Fellow/ Project Manager, University of St. Andrews, UK" to Animal Movement
Talia Speaker contributed to Organisation - "Wildlife Institute of India"

Talia Speaker added a new Event - "WILDLABS Behind the Buzz: Country-Level Applications" to Animal Movement

Talia Speaker added a new Event - "WILDLABS Behind the Buzz: Data and Information Access" to Animal Movement

Talia Speaker added a new Event - "WILDLABS Behind the Buzz: Translating Science to Policy" to Animal Movement

Talia Speaker added a new Event - "WILDLABS Behind the Buzz: Key Policy Frameworks" to Animal Movement
Talia Speaker added a new Article - "Behind the Buzz Season 1: From Data to Decisions" to Animal Movement
Talia Speaker added a new Article - "Take the 2024 WILDLABS State of Conservation Technology Survey" to Community Base

Talia Speaker added a new Event - "COP16 Event: Harnessing Animal Movement Data to Meet Biodiversity Goals" to Animal Movement
Talia Speaker added a new Article - "Introducing the Move BON Initiative" to Animal Movement

Talia Speaker added a new Event - "Wildlife Data and Technology Side Events at World Biodiversity Forum 2024" to Animal Movement
Talia Speaker added a new Discussion - "Who's attending the World Biodiversity Forum in Davos?" to Community Base
Talia Speaker added a new External Link - "Apply Now: UW Data Science for Social Good Projects" to AI for Conservation

Talia Speaker added a new Event - "WILDLABS Colorado Conservation Tech Meetup" to Community Base
Talia Speaker added a new Article - "Have your say: Take the 2023 WILDLABS State of Conservation Technology Survey" to Community Base
Talia Speaker added a new Article - "The State of Conservation Technology 2023: Five Key Findings" to Community Base

Talia Speaker added a new Career Opportunity - "WILDLABS Team Hiring: Community & Communications Associate Specialist at WWF" to Community Base
Talia Speaker added a new Discussion - "Anyone else attending ADSA in Texas next week?" to AI for Conservation
Talia Speaker contributed to Organisation - "World Wide Fund for Nature/ World Wildlife Fund (WWF)"
Talia Speaker added a new Discussion - "ICCB early bird registration extended - join our WILDLABS workshop on movement ecology innovation!" to Community Base
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
- 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 Discussion
- Free online tool to analyze wildlife images
- Latest Resource
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- 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
- 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
- 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
- G-DiNC 2026: Global Drones in Nature Conservation Symposium & Expo
- 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
- 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
- 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 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
- 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 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 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
- /
- 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
- 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
- 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 Discussion
- Mothbox Documentary [Wildlabs Award 2024)
- Latest Resource
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- 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
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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
- Online Ocean-Focused GIS Course
- 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
- 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.
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
- 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
- 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
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Talia Speaker's Content
If you had access to an agent trained specifically to provide guidance on conservation technology tools + methods, what would you ask it? It sounds like a lot of folks are...
8 July 2025
A Post-Doc position is available to join the team coordinating the Urban Exploration Project – a collaborative initiative in partnership between the University of St. Andrews and the National Geographic Society.
2 May 2025
Come along to the first season of Behind the Buzz, where we’ll bring in experts to break down the basics of global conservation policy frameworks through the lens of animal movement and explore how our community can...
7 January 2025
What technologies are you using or building for nature, and how are they working for you? Have your say in the 5-year trends report on the State of Conservation Technology by taking the 2024 survey today!
19 November 2024
Building a new Biodiversity Observation Network (BON) to mobilize animal movement data in support of conservation policy at national and global scales.
18 June 2024
Hi all, @StephODonnell and I are making plans for our trip to Davos in June for the World Biodiversity Forum. Is anyone else planning to be there? We'll be presenting the findings...
20 May 2024
Sign up for Data Science for Social Good 2024! This summer program is a great opportunity to get dedicated data science support on a conservation (tech) project or to get rich experience as a student in the field. More...
8 February 2024
WILDLABS just released our three-year trends report sharing insights into how perceptions and engagement with technology for biodiversity and conservation are evolving. Take the 2023 survey and share it widely to help...
15 November 2023
OUT NOW: Our three-year trends report delivers the first global assessment tracking evolving perceptions and engagement in the tech for biodiversity and conservation space. Here are five things we found.
15 November 2023
Hey Wildlabbers! Is anyone planning to go to the Academic Data Science Alliance (ADSA) annual meeting next week in San Antonio? I'll be there and I know @jkitzes is hosting a mini...
17 October 2023
Discussion
We're so excited to get a chance to see some fellow wildlabbers in person at the International Congress for Conservation Biology (ICCB) 2023 in Kigali, Rwanda this July! For those...
9 May 2023
Does anybody work with or know of Indigenous groups in Latin America who are proficient with camera trapping and using cam trap data for conservation/management action? A...
19 April 2023
Talia Speaker commented on "Low-cost GPS tracking of giant tortoises "