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.
- @cappel
- | she/her
Wildlife Science PhD candidate working on computer vision with camera traps and bioacoustics
- 0 Resources
- 5 Discussions
- 13 Groups
- @valengsb
- | she / her
GIS specialist for Audubon Americas | Biologist with an emphasis on Conservation and Sustainable Development | Innovative approaches in the study and monitoring of biodiversity for possible, biodiverse, and just futures.
- 0 Resources
- 0 Discussions
- 18 Groups
- @BernardaVA
- | She, her
Hello everyone, I am Bernarda, and I am currently doing a Master's degree in Natural Resources and Biodiversity. I have been working in bird monitoring and bird banding since 2018 in Ecuador. I have also been working at the Museum of Zoology at Universidad del Azuay
- 0 Resources
- 0 Discussions
- 5 Groups
Species360
Species360, Product Owner - ZIMS for Husbandry & Aquatics, supporting our mission to advance global conservation through collaborative knowledge sharing.
- 0 Resources
- 0 Discussions
- 4 Groups
- @capreolus
- | he/him
Capreolus e.U.
wildlife biologist with capreolus.at
- 1 Resources
- 78 Discussions
- 16 Groups
- @Margaret
- | Her/she
- 0 Resources
- 1 Discussions
- 8 Groups
- @Gabonia
- | He/him
GABriel ONIfade A. (GABONIA / mrGab), is an educator, a CS and AI advocate, a Data Engineer, an AI Engineer, an Entrepreneur, and curriculum developer based in Brooklyn, New York (NYC DOE District 19). With a background in Systems Engineering, Gabriel specializes in CS & AI Edu.
- 1 Resources
- 1 Discussions
- 4 Groups
- @siddharth119
- | He/Him
Co-founder of Habitat Robotics, a conservation-tech non-profit
- 0 Resources
- 0 Discussions
- 3 Groups
Research software engineer working in computer vision for animal behaviour
- 1 Resources
- 1 Discussions
- 13 Groups
Natural Solutions
Computational ecologist - Engineer at Natural Solutions (France)
- 0 Resources
- 1 Discussions
- 13 Groups
- @KMucha
- | She/Her/Hers
Species360
Senior Product Owner of ZIMS for Studbooks and the SCTI Toolkit at Species360
- 0 Resources
- 0 Discussions
- 5 Groups
- @Lindakim
- | She
I am a GIS analyst in the field of conservation
- 0 Resources
- 1 Discussions
- 9 Groups
Careers
PhD Opportunity - Exploring synergies between statistical ecology and statistical genomics
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Competition Funded PhD Position at University of St Andrews School of Mathematics and Statistics
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PhD Opportunity - Distance sampling with milder assumptions
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PhD Opportunity - Causal inference and trial emulation for ecological observational data
University of St Andrews
Competition funded PhD Position at University of St Andrews School of Mathematics and Statistics
20 October 2023
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PhD Opportunity - Movement through space and time, realistic movement for species abundance methods
University of St Andrews
Competition funded PhD Opportunity at University of St Andrews School of Mathematics and Statistics
20 October 2023
Link
Marine Flyways - Seabird Tracking Database
Stephanie O'Donnell
To celebrate #WMBD, BirdLife is excited to share the newly identified Marine Flyways!! Seabird tracking data were shared by over 60 researchers from 48 long-distance migratory species and have revealed SIX MarineFlyways...
20 October 2023
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We're delighted to announce that Connected Conservation Foundation and Airbus Foundation have today launched round 2 of the ‘Satellites for Biodiversity Award’.
2 October 2023
Careers
GIS & Data Science Specialist
Emma Oldham
Could you be our next team member to help empower conservation through data and technology?
28 September 2023
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Esther Githinji
Varaha is seeking a Geospatial Data Scientist to help design, build, and deliver a compelling spatial data science platform and develop industry leading AI models for satellite imagery.
25 September 2023
Link
Made available by the Digital Disruption and the Future of Conservation project team at Unearthodox, the toolkit provides conservation practitioners with a comprehensive introduction to Web 3.0 and AI concepts and their...
22 September 2023
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The new white paper from Rainforest Connection (RFCx) explores the power of ecoacoustics and AI to monitor biodiversity and track progress towards GBF targets using case studies from around the world.
20 September 2023
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Conservation Systems Developer
Jake Burton
New senior position in IUCN’s Science and Data Centre. Supporting, developing and maintaining the technological foundation that underpins The IUCN Red List of Threatened species and its underlying database.
24 August 2023
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October 2025
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November 2025
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Recently updated products
| Description | Activity | Replies | Groups | Updated |
|---|---|---|---|---|
| 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 1 week 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 |
+6
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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 | 8 months 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 |
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5 February 2021 7:16pm
Dan's comments about the need for technologists and conservationists to manage and share (properly annotated) data struck a chord with me, it was right at the end of the presentation.
I fired off a point into the chat "could your old background data be my background data?" or something similar, and it got me thinking...
(Firstly, sorry for clouding this issue with my simultaneous "Ian Tuna" joke)
In the context of using AI as described in EdgeImpulse example, lets say - audio.
Lets say Group A are trying to detect the roar of lions, and Group B are trying to detect the grunt of wild pigs, and lets imagine that is in roughly the same area of Africa. I mean they could both send out teams to capture the sound of their target animal, and the sound of NOT their target animal, e.g everything else.
Well if "serengetti sounds" was a known audio track, then all you need is the unique sound of the beast in question, am I right?