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.
If you're a Post-Doctoral Fellow, a PhD student, or a member of the research staff interested in applying your computational skills to support active research publications, please read on to learn about the Cross-...
5 August 2025
Really liked this article on dataset evaluation and how we can move towards a more standardized and inter-operable nature data space.
5 August 2025
Article
Everything you need on the IUCN Red list is now accessible from R, outputted as tibble to facilitate data query, analysis, and visualization.
20 July 2025
Funding
2025 Ebbe Nielsen Challenge seeks innovations for open biodiversity data
17 July 2025
Link
Firetail now features a fresh account over at Bluesky - follow us for updates on animal tracking, bio-logging and, of course, upcoming releases and features!
26 June 2025
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...
24 June 2025
Careers
Rewilding Europe is seeking a Business Intelligence Analyst to support measuring rewilding impact through data automation, dashboards, and cross-domain analysis.
3 June 2025
HawkEars is a deep learning model designed specifically to recognize the calls of 328 Canadian bird species and 13 amphibians.
13 May 2025
Hi together, I am working on detecting causalities between land surface dynamics and animal movement by using satellite-based earth observation data. As this is might be your expertise I kindly ask for your support...
8 May 2025
The Convention on the Conservation of Migratory Species (CMS) is seeking information on existing databases relevant for animal movement. If you know of a database that should be included, please complete the survey to...
30 April 2025
Conservation International is proud to announce the launch of the Nature Tech for Biodiversity Sector Map, developed in partnership with the Nature Tech Collective!
1 April 2025
Funding
I have been a bit distracted the past months by my move from Costa Rica to Spain ( all went well, thank you, I just miss the rain forest and the Ticos ) and have to catch up on funding calls. Because I still have little...
28 March 2025
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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 and processing tools, Geospatial, Sensors | 5 months 3 weeks 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 and processing tools, Open Source Solutions, Software Development | 6 months 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 and processing tools, Ethics of Conservation Tech | 6 months 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 and processing tools, Animal Movement, Camera Traps | 6 months 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 and processing tools | 6 months 1 week 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 and processing tools | 6 months 1 week 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 and processing tools, Open Source Solutions | 6 months 1 week ago | |
thanks kristy! super helpful list. |
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Data management and processing tools, AI for Conservation | 7 months 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 and processing tools, Sensors, Software Development | 7 months 3 weeks 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 and processing tools | 7 months 4 weeks 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 and processing tools, Latin America Community, Sensors | 7 months 4 weeks 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 and processing tools | 8 months ago |