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.
I am a scientist with research background in evolutionary-ecological genomics and have impact at the senate level to prevent a government viral biocontrol release. UK based and looking to connect with passionate dreamers ready to shift paradigms
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Woodland Park Zoo

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Fauna & Flora
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- @Sanne
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I am a biologist passionate about nature, and I discovered I am also fond of programming. I am committed to transparancy and open data. My work primarily focuses on data and software related to machine observations of biologging data.
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- @OakAlice
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PhD researcher standardising machine learning approaches for behaviour classification in free-roaming wild animals.
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- @Kasi
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Game Rangers International
Kasi Amor Kalande is a young conservationist with experience in elephant movement research, GIS, and conservation technology.
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- @claumemo
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- @Phillip_Swart
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I'm a conservationist working in the Vulture conservation space in South Africa with a huge passion for technology.
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- @GrunCrow
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Computer Scientist
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- @Prabisha
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Dedicated research scientist with over 8 years of experience in cartography, spatial analysis, and statistical modeling to tackle environmental, public health, and socio-economic challenges. Passionate about leveraging geospatial technology to drive impactful solutions.
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Join the San Diego Zoo Wildlife Alliance as a Postdoctoral Fellow! Lead groundbreaking bioacoustic and ML research to conserve burrowing owls in SoCal.
26 November 2024
The San Diego Zoo Wildlife Alliance Conservation Technology Lab seeks a postdoctoral associate for a three-year position applying their machine learning expertise to bioacoustics problems in ecology and conservation.
1 November 2024
The Connected Conservation is thrilled to announce our award's third round in collaboration with the Airbus Foundation. This award champions the use of cutting-edge satellite imagery to tackle biodiversity loss and...
30 September 2024
The National Geographic Society calls for storytelling project proposals for short film, writing, data visualization or other means, addressing 'the greatest questions of our time'
11 August 2024
Read our exciting interview with Samuel Mangi, a Marine Expert working to conserve sea turtles at Bahari Hai in Watamu using underwater monitoring tools and cloud storage.
19 July 2024
Hi all, I've published a blog post on rapidly labeling camera trap data using ChatGPT for species identification and a simple object detection model to get the bounding boxes. While presented in Edge Impulse, this...
17 July 2024
Conservation International are seeking a data expert to help (a) serve as a day-to-day technical project manager to ensure data collection, data management, and data quality control with global program teams and...
8 July 2024
EarthRanger use in Northern Kenya's Sera Conservancy by veterinarians to track and monitor rhinos.
5 July 2024
Article
One of the most thrilling moments for any researcher is seeing their hard work published for the world to see. As part of the Women in Conservation Technology (WiCT) Kenya Cohort One, we not only learnt about the use of...
17 June 2024
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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 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 |
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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 |