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.
- @stefan_istrate
- | he/him
Machine Learning Researcher & Nature Photographer. Building conservation tech for biodiversity monitoring at Wildlife Insights.
- 0 Resources
- 5 Discussions
- 9 Groups
Welfare and Wildlife Conservation Data Scientist
- 0 Resources
- 0 Discussions
- 7 Groups
- @MattyD797
- | He/Him
PhD Student | Cornell University | Smithsonian Institution; My focus is in computational ecology within fishery acoustics
- 0 Resources
- 16 Discussions
- 12 Groups
Luxembourg Institute of Science and Technology
Undertake and develop biodiversity monitoring
- 6 Resources
- 10 Discussions
- 4 Groups
- @mtucker
- | She/Her
Interested in large scale patterns in ecology, biogeography & evolution that can aid our understanding of species vulnerability to changing environments.
- 0 Resources
- 0 Discussions
- 4 Groups
University of St Andrews
I am a Senior Lecturer at the University of St Andrews, Scotland. My research is focused on developing acoustic species classifiers for marine mammals worldwide.
- 0 Resources
- 2 Discussions
- 6 Groups
- 0 Resources
- 0 Discussions
- 5 Groups
Coordinator for Rewilding, Nature Recovery and Biodiversity Management at AJA Climate Solutions, Ghana.
- 0 Resources
- 0 Discussions
- 4 Groups
- @bellariskytaa
- | Her
Hi, I am Bella R. Arinda, a GIS Specialist passionate about conservation and community empowerment. Graduating with a degree in Geodetic Engineering gave me a strong foundation in GIS and remote sensing. I made the leap from engineering to conservation, dedicating myself to using
- 0 Resources
- 2 Discussions
- 7 Groups
World Wide Fund for Nature/ World Wildlife Fund (WWF)
- 0 Resources
- 4 Discussions
- 8 Groups
- @srfreeze
- | He/Him
I am a wildlife expert with a decade of experience working with bats and proven success in efforts to study, manage, and conserve the species. I work at the nexus of advanced technologies and deep ecological understandings to provide effective solutions to government, academic, a
- 0 Resources
- 0 Discussions
- 11 Groups
- @mr.kite
- | he/him
Environmental Specialist working with bird surveys and impact assessment. Here I'm focused on acoustic recording technologies and acoustic data analysis for birds.
- 0 Resources
- 0 Discussions
- 8 Groups
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| 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 |
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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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Live Q&A Discussion on EarthRanger: All you need to know about the system!
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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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A journey of building a simple AI-powered, human-in-the-loop system to manage wildlife camera trap images & annotations
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09 Aug 2022
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