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
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I am a Conservationist and Ornithologist passionate about biodiversity conservation and environmental sustainability.

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Clemson University
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- @WyattB
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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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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-...
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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
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Link
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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
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3 June 2025
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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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87 Products
Recently updated products
Description | Activity | Replies | Groups | Updated |
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Hey Alejandro, thanks for trying it! :))The feature you are asking about is called in technical language - animal re-identification. Unfortunately, we currently don't have this... |
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AI for Conservation, Camera Traps, Data Management & Mobilisation, Software Development | 5 days 12 hours ago | |
Let’s take a look at the Trapper Infrastructure and the way how Trapper Keeper can empower users to efficiently manage, process, and share biodiversity data — even in low-resource... |
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Camera Traps, Data Management & Mobilisation, Emerging Tech, Open Source Solutions, Software Development | 6 days 10 hours ago | |
Hi @CourtneyShuert We support NOAA with AI for individual ID for belugas (but from aerial and from lateral surface too). If some of our techniques can be cross-applied... |
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AI for Conservation, Data Management & Mobilisation | 2 weeks 4 days ago | |
You could just throw out that data, but I think you'd be doing yourself a disservice and missing out on some interesting insights. Are you training the AI with just pre-COVID... |
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AI for Conservation, Animal Movement, Data Management & Mobilisation, Human-Wildlife Coexistence | 3 weeks 4 days ago | |
Do you thinks an AI could do that ?GitHub - naturalsolutions/ecoSecrets: ecoSecrets is a web application which enables users to manage their camera traps data |
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Data Management & Mobilisation | 3 weeks 5 days ago | |
Wondering if anyone here has come across good guidance/frameworks/best practices/etc. for baseline conservation data management (beyond... |
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Data Management & Mobilisation, Protected Area Management Tools | 3 weeks 5 days ago | |
Wow this is amazing! This is how we integrate Biology and Information Technology. |
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Camera Traps, AI for Conservation, Build Your Own Data Logger Community, Data Management & Mobilisation, Marine Conservation, Protected Area Management Tools, Geospatial | 4 weeks 2 days ago | |
Here is a nice review on the use of camera traps in various ecological contexts:https://onlinelibrary.wiley.com/doi/toc/10.1002/(ISSN)2045-7758.ecological-insights |
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Camera Traps, Data Management & Mobilisation | 1 month 2 weeks ago | |
15 years ago I had to rebuild the dams on a game reserve I was managing due to flood damage and neglect. How I wished there was an easier,... |
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Drones, Conservation Tech Training and Education, Data Management & Mobilisation, Emerging Tech, Geospatial, Open Source Solutions | 4 months 1 week ago | |
Thanks Fadhilla! I met with your colleague Henrick at the booth. :-) |
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AI for Conservation, Animal Movement, Camera Traps, Citizen Science, Community Base, Data Management & Mobilisation, Early Career, Geospatial | 2 months 1 week ago | |
Hi Jeremy,I am copying here a reply from Juliane Röder, who is not on the forum here: The GFBio VAT tool seems to do all the desired analysing and visualising stuff - but it... |
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Data Management & Mobilisation, Camera Traps, Software Development | 2 months 2 weeks ago | |
HiThis is great! So just to double check - there is no way to join online? I would love to be part of this conference. Thanks, Els van Lavieren |
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Community Base, Conservation Tech Training and Education, Data Management & Mobilisation, Emerging Tech, Human-Wildlife Coexistence, Protected Area Management Tools, Wildlife Crime | 2 months 3 weeks ago |
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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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Building a simple AI-powered, human-in-the-loop system to manage wildlife camera trap images & annotations
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