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.
- @cappel
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Wildlife Science PhD candidate working on computer vision with camera traps and bioacoustics
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- 5 Discussions
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- @valengsb
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GIS specialist for Audubon Americas | Biologist with an emphasis on Conservation and Sustainable Development | Innovative approaches in the study and monitoring of biodiversity for possible, biodiverse, and just futures.
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- @BernardaVA
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Hello everyone, I am Bernarda, and I am currently doing a Master's degree in Natural Resources and Biodiversity. I have been working in bird monitoring and bird banding since 2018 in Ecuador. I have also been working at the Museum of Zoology at Universidad del Azuay
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Species360
Species360, Product Owner - ZIMS for Husbandry & Aquatics, supporting our mission to advance global conservation through collaborative knowledge sharing.

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- @capreolus
- | he/him
Capreolus e.U.
wildlife biologist with capreolus.at





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- @Margaret
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- @Gabonia
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GABriel ONIfade A. (GABONIA / mrGab), is an educator, a CS and AI advocate, a Data Engineer, an AI Engineer, an Entrepreneur, and curriculum developer based in Brooklyn, New York (NYC DOE District 19). With a background in Systems Engineering, Gabriel specializes in CS & AI Edu.
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- @siddharth119
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Co-founder of Habitat Robotics, a conservation-tech non-profit
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Research software engineer working in computer vision for animal behaviour
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Natural Solutions
Computational ecologist - Engineer at Natural Solutions (France)



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- @KMucha
- | She/Her/Hers
Species360
Senior Product Owner of ZIMS for Studbooks and the SCTI Toolkit at Species360

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- @Lindakim
- | She
I am a GIS analyst in the field of conservation
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- 9 Groups
Operating the largest tropical forest camera trap network globally, TEAM Network has accumulated over 2.6 million images. How can large datasets coupled with new techniques for data management and analysis provide...
28 April 2016
From artificial “sniffer” technologies to portable DNA sequencers, the Wildlife Crime Tech Challenge received hundreds of innovative ideas to help stamp out wildlife crime. Now, the Challenge is proud to announce 16...
22 January 2016
Dr. Lucas Joppa, Scientist at Microsoft Research, considers the evolving impact of data in conservation and society. He examines the difference between ‘big data’ and ‘small data’, and explores how models such as the...
22 December 2015
John Amos, President of SkyTruth, explores how remote sensing is being used in conservation today and the importance of sky-truthing. He examines the role that citizen scientists can play in increasing transparency in...
21 December 2015
The speed at which data travels from the point of collection to a format which is understandable and useful for decision makers can be of critical importance. In this case study, Tim Wilkinson discusses a powerful suite...
6 November 2015
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87 Products
Recently updated products
Description | Activity | Replies | Groups | Updated |
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Retweet on OpenSoundscape - great package and documentation that allows you to build your own CNNs! Note that this is in Python though. There are tons of bioacoustics... |
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Acoustics, Data management and processing tools | 1 year ago | |
@cmwainaina please take a look |
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Animal Movement, AI for Conservation, Camera Traps, Connectivity, Data management and processing tools, East Africa Community, Emerging Tech, Ethics of Conservation Tech, Human-Wildlife Coexistence, Marine Conservation, Protected Area Management Tools, Geospatial, Sensors, Software Development | 1 year ago | |
Hi @nyangetamagesa , i'm so grateful for our input. |
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Human-Wildlife Coexistence, Data management and processing tools, East Africa Community, Women in Conservation Tech Programme (WiCT) | 1 year ago | |
This was not the most significant or important update for the Mothbox, but it’s one I think is quite fun! It’s also quite... |
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Data management and processing tools, Latin America Community | 1 year 1 month ago | |
The use of synthetic training data such as interpolated sequence values is common, but fraught with the issue of your synthetic signal generating features that are not true to... |
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Data management and processing tools, AI for Conservation | 1 year 1 month ago | |
Hi all! I am researching the spatio-temporal movements of reintroduced eagles, using the recurse package in R Software (... |
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Data management and processing tools | 1 year 1 month ago | |
Tagging @Chelsea_Smith so she sees this :) |
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Geospatial, Data management and processing tools, Protected Area Management Tools | 1 year 2 months ago | |
Hi Sol,If the maximum depth is 30m, it would be worth experimenting with HydroMoth in this application especially if the deployment time is short. As Matt says, the air-filed case... |
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Acoustics, AI for Conservation, Data management and processing tools, Emerging Tech, Sustainable Fishing Challenges | 1 year 3 months ago | |
Congratulations! My first hydromoth was just arrived yesterday and so excited! Looking forward for the update from your project!!! |
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Acoustics, Animal Movement, Climate Change, Conservation Tech Training and Education, Data management and processing tools, Emerging Tech, Open Source Solutions, Protected Area Management Tools, Sensors, Software Development, Latin America Community | 1 year 3 months ago | |
Thanks, and that's a match! All these pictures are from a lab experiment and formated with AmphIdent. We took weekly belly pictures of several larvae. The aim of this google... |
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Camera Traps, Data management and processing tools, Software Development | 1 year 3 months ago | |
Can't beat Dan's list! I would just add that if you're interested in broader protected area management, platforms like EarthRanger and SMART are amazing, and can integrate... |
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Data management and processing tools, Camera Traps, Conservation Tech Training and Education | 1 year 3 months ago | |
First things first, our team — @jcguerra10 , @bmgarrido , and special acknowledgment to @Mantolehmann, who joined... |
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Build Your Own Data Logger Community, Data management and processing tools, Sensors | 1 year 4 months ago |
Tech Tutors: How do How do I launch machine learning projects using MLOps?
3 February 2021 12:08pm
Using AIS Data to Investigate the World’s Fishing Ports
2 February 2021 12:00am
Webinar: How can data empower communities in marine management?

26 January 2021 12:00am
Event: Role of GIS in Ocean Conservation

26 January 2021 12:00am
Opportunity: 2021 Ebbe Nielsen Challenge seeks open-data innovations for biodiversity
20 January 2021 12:00am
Workshop: Analyses of acoustic telemetry data with R

15 January 2021 12:00am
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17 December 2020 12:00am
FIS Call for Expressions of Interest (closed)
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30 November 2020 12:00am
Learning Resources: Exploring Species Interactions with Snapshot Serengeti
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WILDLABS Tech Tutors: Season Two

24 November 2020 12:00am
How do I use open access remote sensing data to monitor fishing?

24 November 2020 12:00am
Introducing the Arctic Animal Movement Archive
17 November 2020 12:00am
Weekly Event: OTN Virtual Study Hall

16 November 2020 12:00am
International Certificate Program in Environmental Data Analytics

16 November 2020 12:00am
Using Computer Vision to Protect Endangered Species
10 November 2020 12:00am
Opportunity: Sustainable Development Goals Internship
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Training Opportunity: HarvardX TinyML Course

30 September 2020 12:00am
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3 September 2020 12:00am
Challenge: ElephantEdge
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Webinar: Building location-based narratives

11 August 2020 12:00am
Sustainable Fishing Challenges: Fishing Vessels of the Future
4 August 2020 12:00am
How do I use portable genomics in the field?
3 August 2020 12:00am
Automated Fish Identification and Abundance Using Artificial Intelligence
28 July 2020 12:00am
BearID To Go
21 July 2020 12:00am
How do I scale up acoustic surveys with Audiomoths?
25 June 2020 12:00am
Tech4Wildlife News: SMART Mobile
23 June 2020 12:00am
Ecology Live: Satellite Imagery, Land Cover Mapping, and More

23 June 2020 12:00am
How do I perform automated recordings of bird assemblages?

19 June 2020 12:00am
The Perfect Paw Print: Collecting Data with FIT
3 June 2020 12:00am
5 February 2021 7:16pm
Dan's comments about the need for technologists and conservationists to manage and share (properly annotated) data struck a chord with me, it was right at the end of the presentation.
I fired off a point into the chat "could your old background data be my background data?" or something similar, and it got me thinking...
(Firstly, sorry for clouding this issue with my simultaneous "Ian Tuna" joke)
In the context of using AI as described in EdgeImpulse example, lets say - audio.
Lets say Group A are trying to detect the roar of lions, and Group B are trying to detect the grunt of wild pigs, and lets imagine that is in roughly the same area of Africa. I mean they could both send out teams to capture the sound of their target animal, and the sound of NOT their target animal, e.g everything else.
Well if "serengetti sounds" was a known audio track, then all you need is the unique sound of the beast in question, am I right?