Powerful conservation tech tools are gathering more data in the field than ever before. But without equally powerful and effective data management and processing tools, that data - no matter how groundbreaking or interesting - will not be able to reach its full potential for impact.
Data management can sometimes seem intimidating to conservationists, especially those just getting started in the world of conservation tech or experimenting with new data collection methods. While every community member's workflow and preferred data management and processing methods may be different, this group can serve as a resource to explore what works for others, share your own advice, and develop new strategies together.
Below are a few WILDLABS events dealing with datasets collected from various conservation tech tools:
Nicole Flores: How do I get started with Wildlife Insights?
Jamie Macaulay: How do I analyse large acoustic datasets using PAMGuard?
Sarah Davidson: Tools for Bio-logging Data in Conservation
Whatever conservation tech tools you work with, and whatever your preferred data management methods, we hope you'll find something helpful and effective in this group when you become a member!
No showcases have been added to this group yet.
Neuroscientist & engineer looking for a data/R&D role in conservation.
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An Environmental sciences and Management graduate from SUA, passionate and eager to drive change to the Environment, making World a better place for present and future generations.
- 4 Resources
- 35 Discussions
- 14 Groups
- @hyodopenguin
- | she/her
I am currently a rising junior at UC Berkeley studying data science. I hope to apply data with biodiversity, especially by utilizing camera traps for species classification. People in conservation tech are truly living my dream careers, and I can't wait to get even more inspired!
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Allen Institute for AI
EarthRanger Technical Support Manager
- 1 Resources
- 0 Discussions
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- @kgkelly
- | He/Him
Alberta Biodiversity Monitoring Institute (ABMI)
I am an ornithologist with a particular interest in passive acoustic monitoring and AI solutions.
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- 6 Groups
- @iainhook
- | Mr
Passionate supporter of New Zealands predator free 2050 goals. Founder of both eTrapper Ltd - offering IoT solutions to enhance efficiencies of conservation projects, and Maungakiekie Songbird - a community based project to enhace local habitat around One Tree Hill in Auckland.
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- 1 Discussions
- 6 Groups
- @fkitine
- | She/Her
Fatma is an Ecologist by profession. Fatma is winding up her MSc. Biodiversity and Ecosystem Management. She also holds BSc. Wildlife Management. Fatma is very passionate with political ecology. She is among the WWF Young Environmentalist trainees (YETS) who saved as change agent
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- 4 Groups
https://www.songquanong.com/
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Systems Engineer at Edge Impulse, experiencce with hands-on edge machine learning for wildlife conservation
- 1 Resources
- 2 Discussions
- 4 Groups
Western Sydney University
Zoologist
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- 35 Discussions
- 3 Groups
- @EvelyneNgugi
- | she/her
Environmentalist and AI Tutor
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- 12 Groups
- 1 Resources
- 29 Discussions
- 18 Groups
Article
TEAM Network and Wildlife Insights
Eric Fegraus
Operating the largest tropical forest camera trap network globally, TEAM Network has accumulated over 2.6 million images. How can large datasets coupled with new techniques for data management and analysis provide...
28 April 2016
Article
Wildlife Crime Tech Challenge: Winners Announced!
WILDLABS Admin
From artificial “sniffer” technologies to portable DNA sequencers, the Wildlife Crime Tech Challenge received hundreds of innovative ideas to help stamp out wildlife crime. Now, the Challenge is proud to announce 16...
22 January 2016
Article
Big Data and Conservation: Deluge or Drought?
WILDLABS Admin
Dr. Lucas Joppa, Scientist at Microsoft Research, considers the evolving impact of data in conservation and society. He examines the difference between ‘big data’ and ‘small data’, and explores how models such as the...
22 December 2015
Article
Cheap Space, DIY Imaging and Big Data
WILDLABS Admin
John Amos, President of SkyTruth, explores how remote sensing is being used in conservation today and the importance of sky-truthing. He examines the role that citizen scientists can play in increasing transparency in...
21 December 2015
Article
From Data Collection to Decisions
TimWilkinson
The speed at which data travels from the point of collection to a format which is understandable and useful for decision makers can be of critical importance. In this case study, Tim Wilkinson discusses a powerful suite...
6 November 2015
October 2025
event
Lacey Hughey and 3 more
November 2025
event
Brigitta Keeves
November 2023
87 Products
Recently updated products
| Description | Activity | Replies | Groups | Updated |
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| Hi Dan, Not right now but I can envision many uses. A key problem in RS is data streams for validation and training of ML models, its really not yet a solved problem. Any... |
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Emerging Tech, AI for Conservation, Animal Movement, Build Your Own Data Logger Community, Camera Traps, Connectivity, Conservation Tech Training and Education, Data Management & Mobilisation, Geospatial, Sensors | 6 months 1 week ago | |
| Another question. Right now pretty much all camera traps trigger on either PIR sensors or small AI models. Small AI models would tend to have a limitation that they would... |
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AI for Conservation, Camera Traps, Data Management & Mobilisation, Open Source Solutions, Software Development | 6 months 2 weeks ago | |
| Hi everyone - I would like to announce a new case study paper out at CHI 2025! https://mattziegler.net/papers/Cross-Section-... |
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Connectivity, Data Management & Mobilisation, Ethics of Conservation Tech | 6 months 2 weeks ago | |
| Hi, I'm collecting screenshots (and explanation if needed) of visualisations that you found useful. It could be charts, maps, tables... |
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Data Management & Mobilisation, Animal Movement, Camera Traps | 6 months 2 weeks ago | |
| We are putting together a special issue in the journal Ostrich: Journal of African Ornithology and are welcoming (review) papers on the use of AI in bird research. https://www.... |
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AI for Conservation, Software Development, Citizen Science, Data Management & Mobilisation | 6 months 3 weeks ago | |
| Hello everyone!During my master thesis in engineering (past autumn), I developed Machine Learning for anti-poaching. As such, I recorded a... |
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Acoustics, AI for Conservation, Data Management & Mobilisation | 6 months 3 weeks ago | |
| Thanks! I am familiar with EarthRanger but wasn't aware it could be used for behavioural data collection |
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Build Your Own Data Logger Community, Data Management & Mobilisation, Open Source Solutions | 6 months 3 weeks ago | |
| thanks kristy! super helpful list. |
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Data Management & Mobilisation, AI for Conservation | 7 months 2 weeks ago | |
| No, not yet. The player we attached does support slower/faster replay up to a certain precision, but I'm not sure that this will be sufficiently precise for the kind of offsets we... |
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Animal Movement, Data Management & Mobilisation, Sensors, Software Development | 8 months 1 week ago | |
| and a short contribution in this e-obs setup, where we used Firetail VideoSync to analyze motion-triggered camera footage: |
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Software Development, Animal Movement, Data Management & Mobilisation | 8 months 1 week ago | |
| So, updated the text a bit with images cropped at 100% zoom :) we are already happy with the time reductions we got, but... would like to get at least 90% time reduction instead... |
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Data Management & Mobilisation, Latin America Community, Sensors | 8 months 1 week ago | |
| Seems like we should include some rotations in our image augmentations as the real world can be seen a bit tilted - as this cropped corner view from our fisheye at the zoo shows. |
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AI for Conservation, Camera Traps, Data Management & Mobilisation | 8 months 2 weeks ago |
