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.


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Welfare and Wildlife Conservation Data Scientist
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- @MattyD797
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PhD Student | Cornell University | Smithsonian Institution; My focus is in computational ecology within fishery acoustics


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Luxembourg Institute of Science and Technology
Undertake and develop biodiversity monitoring


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- @mtucker
- | She/Her
Interested in large scale patterns in ecology, biogeography & evolution that can aid our understanding of species vulnerability to changing environments.
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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.
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Coordinator for Rewilding, Nature Recovery and Biodiversity Management at AJA Climate Solutions, Ghana.
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- @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
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- 2 Discussions
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World Wide Fund for Nature/ World Wildlife Fund (WWF)
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- @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
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- 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.
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- 8 Groups
This exciting news article about The Global Wetland Project's FishID platform discusses the latest improvements and developments in using deep learning to identify individual fish species underwater. In addition to...
28 July 2020
Article
In this article from BearID Project, Director and Software Developer Ed Miller walks us through using their application to identify individual bears from photographs. Ed shows us how to easily use BearID remotely in the...
21 July 2020
Article
SMART is excited to showcase the features of their new data collection solution, SMART Mobile! Built around the specific needs of the SMART user community, this streamlined mobile tool allows staff in protected areas to...
23 June 2020
A couple months ago, we introduced you to the Footprint Identification Technique (FIT), a non-invasive way to build an identification algorithm from both wild and captive animals by photographing footprints. Today, we'...
3 June 2020
Article
How does tracking technology meet the many challenges specific to monitoring birds within their home ranges and over long distances during migration? WILDLABS community member Virginie Perilhon from Xerius Tracking...
23 April 2020
The Esri Conservation Program is now accepting applications for grant assistance to access its ArcGIS Solutions for Protected Area Management Application. This system provides access to a suite of both mobile and web...
4 March 2020
Are you ready for the Plastic Data Challenge? This global contest wants your innovative ideas for improving the plastic waste management and recycling chain in South and Southeast Asia. Participants can consider...
3 March 2020
Tom Swinfield and colleagues at the Forest Ecology and Conservation Group have assessed the quality of three dimensional forest models produced from drone surveys, and conclude that concerns about their quality for...
31 May 2019
Ted Schmitt joined us for a lunchtime lecture in which he shared his experiences working across Africa the past five years with protected area managers, anti-trafficking organisations, and scientists to effectively...
22 November 2018
Funding
The European Space Agency is calling for Kick-Start ideas to leverage space technology for wildlife protection. Three main topics of interest have been identified: 1) Wildlife monitoring, tracking and inventory, 2)...
5 July 2017
The Conservation Leadership Programme (CLP) is a training and capacity building programme that targets individuals from developing countries who are early in their conservation career and demonstrate leadership...
21 November 2016
Do you work on conserving Neotropical migratory birds? Do you need funding? Why not apply for a grant from the U.S. Fish and Wildlife Service through the Neotropical Migratory Bird Conservation Act's grant program? The...
8 November 2016
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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 |
Science Director, Vulcan
4 June 2022 10:50am
Mongabay's Environmental Data Journalism Webinar
1 June 2022 3:26pm
3 June 2022 4:00pm
13 June 2022 12:52pm
UKAN+ Monitoring UK Biodiversity Symposium 15-16th June
31 May 2022 2:58pm
Data Scientist for Biodiversity Analysis
26 May 2022 10:24am
WILDLABS Virtual Meetup: Data Sharing & Archiving in Movement Ecology
10 May 2022 11:26pm
Executive Director - The Eric & Wendy Schmidt Center for Data Science & Environment, UC Berkeley
9 May 2022 10:13am
WILDLABS Virtual Meetups Season Four: Tracking Progress
29 April 2022 9:57am
23 August 2025 6:22am
Opportunity: Technical Specialist - Remote Sensing, Conservation Technology
22 March 2022 12:00am
Opportunity: Technical Specialist, Analytics, Conservation Technology
21 March 2022 12:00am
Opportunity: Global Science Data and Technology Graduate Intern
10 March 2022 12:00am
Opportunity: Coding 4 Conservation
10 March 2022 12:00am
EarthRanger Announces Inaugural Conservation Tech Award Recipients
3 November 2021 12:00am
Opportunity: PhD or Postdoctoral Research Fellowships - Chinstrap penguin biologging
1 November 2021 12:00am
How do I turn a conservation tech project into a product?
20 October 2021 12:00am
Widening the Bottleneck: Can Citizen Science Accelerate Conservation?
19 August 2021 12:00am
New Resource: Data Visualisation Tool for Animal Movement Data
18 August 2021 12:00am
Tech Tutors: How do I get started with Wildlife Insights?
29 July 2021 12:04am
Wildlife Insights Launches
27 July 2021 12:00am
Tech Tutors: How do I get started with Megadetector?
22 July 2021 3:34pm
How do I get started with Megadetector?

7 July 2021 12:00am
WILDLABS Tech Tutors: Season 3

6 July 2021 12:00am
How do I choose the right camera trap(s) based on interests, goals, and species?

6 July 2021 12:00am
Webinar: Can we redesign conservation funding?

17 June 2021 12:00am
Tech4Wildlife Leaders: Resolving Human-Giraffe Conflict
21 May 2021 12:00am
New Papers: Methods in Ecology and Evolution
23 April 2021 12:00am
Competition: Hack the Planet 2021

23 April 2021 12:00am
Best global species database?
10 March 2021 10:30pm
25 March 2021 8:35am
Both yes but mainly no, I liked the concept so much I "borrowed" it from "Endangered Safari" including the digitalized mammals.
Behind the scenes it is fairly simple: Just add relevant animals in a powerpoint, save as JPG, import it to
https://synoptic.design/
and name the area that looks like an animal after the animal- notice it must be the same name you have in the database and the same you will use in your reports,
Save it as a SVG- file and now you are ready to use it in tools like Power BI/ Tableau and custom lots of things like colour and it is interactive/ clickable.
Unfortunately the coverage maps in IUCN did not have good enough data quality for our national park,
So when you create a global database add a digital version of the specie and of course, always updated ranges.
28 March 2021 5:58pm
Very interesting! Thanks for sharing, @Nhanq !
6 April 2021 8:42pm
The GBIF backbone taxonomy is composed of Catalogue of Life, ITIS, the Red List and dozens of other checklists. It's just been updated again, but this blogpost from a 2019 update does a good job of explaining what it is: https://data-blog.gbif.org/post/gbif-backbone-taxonomy/
Another more recent post can help get one up to speed on using it via our species API: https://data-blog.gbif.org/post/gbif-species-api/
The 2021 #Tech4Wildlife Photo Challenge: Community Highlights
25 March 2021 12:00am
Funding Opportunity: COVID-19 Science Fund
10 March 2021 12:00am
Resource: WildID
8 March 2021 12:00am
3 June 2022 11:08am