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
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Machine Learning Researcher & Nature Photographer. Building conservation tech for biodiversity monitoring at Wildlife Insights.


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- 9 Groups
Welfare and Wildlife Conservation Data Scientist
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- 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.
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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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- 2 Discussions
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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
- 7 Groups
World Wide Fund for Nature/ World Wildlife Fund (WWF)
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- 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
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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
Careers
Giraffe Conservation Foundation has now opened this opportunity to qualified candidates willing to work remotely. The position is desktop-based and the successful candidate can work from anywhere in the world to provide...
15 July 2022
This WhaleSeeker article discusses how reliable distribution data depends on accurate labelling from survey images, and how AI can improve this process.
13 July 2022
Two postdoc positions are now accepting applications for an NSF-funded project integrating data from museums, iNaturalist, and camera trapping data from the Snapshot USA annual survey.
11 July 2022
WHOI is establishing an Imaging Technology Laboratory (ITL) & seeks a senior technical leader to lead the initiative. The primary goal of the ITL is to create a center of excellence to serve the technical imaging...
11 July 2022
The NCEAS invites applications for a temporary Data Fellow to engage in data science projects relating to environmental science in deserts of California. These projects will include assisting in the organization &...
9 July 2022
The Pl@ntNet team is looking for a data scientist with strong skills in python and pytorch development. Pl@ntNet is a citizen observatory of plant biodiversity & research platform at the crossroads of data science,...
7 July 2022
Baotree addresses the challenge of data collection at the grassroots level; to ensure participatory, accurate and verifiable data is captured. A software piloted in Kenya and looking to scale globally, Baotree has so...
9 June 2022
Careers
Are you passionate about making a meaningful impact on our community? Seattle-based Vulcan is looking to hire a science leader to support its work advising the Paul G. Allen Family Foundation.
4 June 2022
Pivotal Earth are looking for data scientists to join their team to help analyse the increasing amounts of optical and acoustic data they collect.
26 May 2022
Careers
The Department of Environmental Science, Policy & Management (ESPM) seeks applicants for the position of Executive Director for the Eric & Wendy Schmidt Center for Data Science & Environment (DS4E) at the...
9 May 2022
In Season Four of the Virtual Meetup Series, we’re bringing together leading engineers, conservationists, and academics to explore the future of technology in movement ecology and ask where exactly investment is needed...
29 April 2022
Fauna & Flora International is seeking a Technical Specialist with expertise in Remote Sensing to join their Conservation Technology team. Visit the FFI website for further details and how to apply. The closing...
22 March 2022
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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 1 week 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 1 week 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 4 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 | 8 months 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 1 week ago |
Data Beyond Borders Symposium
15 September 2022 12:35pm
Join the BirdNET team!
9 September 2022 2:43pm
Postdoc: Interpretable ML for species-based image classification
1 September 2022 9:34pm
ONLINE COURSE: Grant Writing for Wildlife Conservation
31 August 2022 2:38pm
Mara Predators Hackathon
30 August 2022 1:28pm
Survey for Doctoral Research on Poaching in Protected Areas
29 August 2022 10:43pm
Conservation Technology Research Internship
26 August 2022 4:58pm
Ceres Wild Rhino application
22 August 2022 1:29am
Lead Software Engineer for ARISE
19 August 2022 8:22am
Live Q&A Discussion on EarthRanger: All you need to know about the system!
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.
Lead Software Engineer, Wildlife Insights
10 August 2022 11:06pm
Research Technician - Unoccupied Aircraft Systems Pilot and Geospatial Analyst
10 August 2022 10:40pm
Building a simple AI-powered, human-in-the-loop system to manage wildlife camera trap images & annotations
10 August 2022 8:12pm
Catch Up with the WILDLABS Variety Hour: August 2022
10 August 2022 11:44am
Ocean Tracking Network Symposium 2022
5 August 2022 2:47pm
Postdoc: Spatial Ecology & Conservation of Bustard spp.
22 July 2022 7:45pm
CERES TAG
22 July 2022 3:36am
Earth Species Project - Senior AI Research Scientist
15 July 2022 6:40pm
Conservation Data Coordinator
15 July 2022 11:02am
The Foes and Floes of Labelling Aerial Pictures Manually
13 July 2022 12:43am
Opportunity: Postdocs on mammal species distributions
11 July 2022 8:46pm
Director, Imaging Technology Lab (Woods Hole Oceanographic Institution)
11 July 2022 6:32pm
Data Fellow at National Center for Ecological Analysis & Synthesis
9 July 2022 1:02am
PyTorch Developer/Data Scientist at Pl@ntNet
7 July 2022 5:27pm
Intro webinar - The Biodiversity Digital Twin: a new solution to support protection & restoration of ecosystems
30 June 2022 1:22am
New Conservation Tech Directory update
27 June 2022 4:45pm
Introduction to R for Ecological Data
15 June 2022 2:48pm
Baotree;A Participatory Data Management Tool Piloted in Kenya.
9 June 2022 8:02am
Ocean Tracking Network - Telemetry Data Study Hall
8 June 2022 6:48pm
Science Director, Vulcan
4 June 2022 10:50am
29 September 2022 4:05am