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.
- @Valentin_Stefan
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Interested in emerging technologies related to camera traps for pollinators
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- @NG
- | She
I am a Conservationist and Ornithologist passionate about biodiversity conservation and environmental sustainability.

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Clemson University
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- @WyattB
- | He / him / his
Data science and ML specialist
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- @NevilleCLS
- | He/Him
CLS (Collecte Localisation Satellites)

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- @cristiar.samosir
- | She/Her
Just a woman passionate in conservation practices
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I am a biology undergraduate student who is interested in the field of wildlife conservation and has skills in field observation and identification
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WildData Annotation Lab
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- @CatherineJardine
- | She/Her
Birds Canada Data Science and Technology Team. Primarily working on Motus and NatureCounts.

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- @kbubnicki
- | he/his
Ecologist, data scientist, and programmer with over 13 years of professional experience. Open source and Linux enthusiast. Researcher at the Mammal Research Institute, Polish Academy of Sciences, and CEO of the Open Science Conservation Fund.

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Are you passionate about wildlife conservation and eager to contribute to meaningful research efforts? Lion Landscapes is seeking a dedicated and proactive Research Assistant to join their team.
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Article
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8 March 2024
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October 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 & 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 |
First-of-Its-Kind Digital Platform Reveals Migration Data for Birds Across the Americas Just In Time for Fall Migration
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22 July 2022 6:41am
29 July 2022 10:41am
Thank you so much for leading this Q&A session @kennedy_muriithi and for your time. It was lovely hosting you and I believe the community has learnt a lot about the EarthRanger system.
If you have any questions for Kennedy, kindly drop them anytime in this discussion thread- he is more than happy to answer all your questions!
Thank you Kennedy and see you all in our next Q&A session. We will be exploring an interesting conservation technology topic and featuring an amazing speaker, so stay tuned. See you next time!
12 August 2022 12:34pm
Hello Kennedy,
Many thanks for sharing your experiences with ER.
Does ER support integration with Qgis and Arc gis desktop or its only configured to support Arcgis online only?
15 August 2022 6:53am
@Ann_Wambui , Qgis and ArcGis Desktop are stand alone apps that are useful in coming up with geojson files and/or shapefiles that store the location, shape, and attributes of geographic features.
Earthranger does provide a mechanism to upload these geojson and/or shapefiles so that the geographic features stored within these files can be visualized on Earthranger.
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