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!
- @ptynecki
- | Piotr
Software Engineer with 10+ years of experience in application design, development, testing and deployment. Highly experienced in Health Care, Life Science and BigData projects. Artificial Intelligence researcher (NLP, Computer Vision) with experience in Wildlife Conservation.
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- 6 Discussions
- 4 Groups
- @irood
- | She/her
Earthmover
I'm the chief of staff at Earthmover, a software company making it easier to work with earth system data
- 0 Resources
- 1 Discussions
- 3 Groups
- @MattyD797
- | He/Him
PhD Student | Cornell University | Smithsonian Institution; My focus is in computational ecology within fishery acoustics
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- 10 Discussions
- 12 Groups
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- 10 Groups
- @PshemekZ
- | he/him/his
IT + nature
- 0 Resources
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- 8 Groups
- @luciegallegos
- | she/her
Natural Solutions
As an agronomist engineer, I specialized in environmental management and resource conservation. 🌍 Interested in developing solutions for biodiversity conservation #indicators #monitoring
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- 0 Discussions
- 9 Groups
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University of Adelaide
- 0 Resources
- 10 Discussions
- 17 Groups
- @pbull
- | he/him
DrivenData
Engineer and AI for Good leader working on bringing machine learning tools to social impact organizations.
- 0 Resources
- 0 Discussions
- 8 Groups
- @PierreBonnet
- | Pierre
https://orcid.org/0000-0002-2828-4389
- 0 Resources
- 1 Discussions
- 6 Groups
Team lead for the ARISE Biocloud team, developing an infrastructure for biodiversity monitoring and digital species identification. Also, project lead for the Diopsis insect camera project.
- 1 Resources
- 2 Discussions
- 7 Groups
Care for Wild Rhino Sanctuary
Technology Manager at Care for Wild Rhino Sanctuary
- 0 Resources
- 1 Discussions
- 7 Groups
How can remotely monitoring fishing vessels allow us to prevent illegal and unsustainable fishing practices? Check out this blog post from Max Schofield, originally shared on OceanMind, to learn about how AIS (Automated...
2 February 2021
The 2021 Ebbe Nielsen Challenge has opened with the aim of recognizing innovative entries that leverage biodiversity data and tools from the GBIF network to advance open science.
20 January 2021
The Nature Conservancy's 2020 Geospatial Conservation Annual Report is now available to download! Featuring 25 case studies focused on the impact of geospatial science on conservation work, maps showcasing conservation...
17 December 2020
WILDLABS community members are invited to submit an Expression of Interest to Fisheries Innovation Scotland (FIS) to participate in two research projects involving conservation tech's role in the future of sustainable...
8 December 2020
WILDLABS member Meredith Palmer shared this great course module based around Snapshot Serengeti camera trap data, and developed for university biology courses. This material is ideal for introductory level biology...
25 November 2020
Introducing Movebank's Arctic Animal Movement Archive (AAMA), a collection of studies containing animal movement and other animal-borne sensor data from the Arctic and Subarctic. Through this collection of 214 studies ...
17 November 2020
In this article, Fulbright Scholar and National Geographic Explorer Kasim Rafiq discusses the potential to efficiently conduct wildlife surveys using cameras mounted to safari vehicles, as well as the workflow and AI...
10 November 2020
UN Environment Programme World Conservation Monitoring Centre seeks an intern to contribute to the mapping of nature’s contribution to the Sustainable Development Goals. This position will have the opportunity to work...
13 October 2020
Funding
Protecting elephants from conservation's most pressing issues like poaching and human-wildlife conflict requires big, bold, and innovative solutions. Hackster.io, Smart Parks, Edge Impulse, Microsoft, and several other...
11 August 2020
As we launch our new Sustainable Fishing Challenges group in the WILDLABS community, we are excited to welcome Daniel Steadman, the group manager, to give us an overview of three major areas in which #tech4wildlife...
4 August 2020
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
June 2024
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December 2023
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Description | Activity | Replies | Groups | Updated |
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Hello WILDLABS Community!I work on the development of the hardware for networks of fixed radio receivers that are used to detect... |
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Data management and processing tools | 4 months 1 week ago | |
Hi!I would take a look at Although developed for camera trap imagery, it is by no means restricted to such.Cheers,Lars |
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Camera Traps, Community Base, Data management and processing tools, Drones, Emerging Tech, Remote Sensing & GIS, Software and Mobile Apps | 4 months 1 week ago | |
Fire detection is a sort of broad idea. Usually people detect the products of fire, and most often this is smoke.Many home fire detectors in the US use a radioactive source... |
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Community Base, Conservation Tech Training and Education, Data management and processing tools, Ethics of Conservation Tech, Human-Wildlife Conflict, Open Source Solutions, Protected Area Management Tools, Sensors, Wildlife Crime | 4 months 2 weeks ago | |
I'm also here for this. This is my first comment... I've been lurking for a while.I have 20 years of professional knowledge in design, with the bulk of that being software design... |
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AI for Conservation, Camera Traps, Data management and processing tools, Software and Mobile Apps | 4 months 3 weeks ago | |
Perfect. Looking forward to hearing from you! |
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Data management and processing tools | 4 months 3 weeks ago | |
Hi folks! Happy 2024 and thanks in advance for your patience in case I over-used tags. If you’re using any form of natural language... |
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AI for Conservation, Citizen Science, Climate Change, Conservation Tech Training and Education, Data management and processing tools, Early Career, East Africa Community, Emerging Tech, Ending Wildlife Trafficking Online, Ethics of Conservation Tech, Human-Wildlife Conflict, Open Source Solutions, Software and Mobile Apps, Wildlife Crime, Women in Conservation Tech Programme (WiCT) | 4 months 4 weeks ago | |
camtrapR has a function that does what you want. i have not used it myself but it seems straightforward to use and it can run across directories of images:https://jniedballa.... |
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Camera Traps, Data management and processing tools, Open Source Solutions, Software and Mobile Apps | 6 months ago | |
Hi @GermanFore ,I work with the BearID Project on individual identification of brown bears from faces. More recently we worked on face detection across all bear species and ran... |
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AI for Conservation, Camera Traps, Data management and processing tools, Software and Mobile Apps | 7 months ago | |
Stefano Puliti joined Variety Hour to share his work using 3D photogrammetric data from UAVs for pre- and post-harvest inventory of forest... |
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Climate Change, Data management and processing tools, Drones, Remote Sensing & GIS | 8 months ago | |
We use Kobo as well - it is amazing!!! |
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Data management and processing tools, Software and Mobile Apps | 8 months 2 weeks ago | |
'Gundi, meaning “glue” in Swahili, is a technology platform that allows conservationists to seamlessly integrate any hardware with any... |
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Data management and processing tools, Sensors, Software and Mobile Apps | 8 months 3 weeks ago | |
I wish to share an update on my MSc thesis project, that contributes to the field of decoding animal communication. In my work I... |
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Acoustics, Data management and processing tools, Early Career | 8 months 4 weeks ago |
DeepFaune: a software for AI-based identification of mammals in camera-trap pictures and videos
14 July 2023 3:14pm
25 October 2023 8:57am
That's a very interesting question and use case (I'm not from deepfaune). I'm playing with this at the moment and intend to integrate it into my other security software that can capture and send video alerts. I should have this working within a few weeks I think.
The structure of that software is that it is two stage, the first stage identifies that there is an animal and it's bounding box and then there's a classification stage. I intend to merge the two stages so that it behaves like a yolo model so that the output is bounding boxes as well as what type of animal it is.
However, my security software can cascade models. So if you were able to train a single stage classifier that identifies your particular bears, then you could cascade all of these models in my software to generate an alert with a video saying which bear it was.
4 November 2023 4:51am
Hi @GermanFore ,
I work with the BearID Project on individual identification of brown bears from faces. More recently we worked on face detection across all bear species and ran some tests with identifying Andean bears. You can find details in the paper I linked below. We plan to do more work with Andean bears in 2024.
I would love to connect with you. I'll send you a message with my email address.
Regards,
Ed
Movebank tutorial on uploads of tag acceleration and magnetometer data
27 October 2023 2:14pm
5 Trailblazing Wildlife Monitoring Tech Solutions across East Africa. What Monitoring Technologies are you using?
25 October 2023 12:40pm
Lead Data Engineer - Climate Solutions, Open Earth
25 October 2023 11:07am
ZSL Research Fellow (x3 roles)
20 October 2023 3:34pm
Pre-register for the Basics of R for Ecologists
20 October 2023 1:54pm
Enrollment for Luke Negoita's Basics of R (for ecologists) course is opening in a few days, but this will be the LAST TIME (for a while) that he'll be admitting new students into the course. If you've needed to learn R for ecology, this course has everything you need (his words!)
Restoring the Mara Elephant Population Using Coexistence Tech Solutions with Mara Elephant Project's Wilson Sairowua
20 October 2023 1:31pm
27 May 2024 3:54pm
28 May 2024 8:12am
PhD Opportunity - Exploring synergies between statistical ecology and statistical genomics
20 October 2023 12:56pm
PhD Opportunity - Distance sampling with milder assumptions
20 October 2023 12:53pm
PhD Opportunity - Causal inference and trial emulation for ecological observational data
20 October 2023 12:45pm
PhD Opportunity - Movement through space and time, realistic movement for species abundance methods
20 October 2023 12:33pm
Marine Flyways - Seabird Tracking Database
20 October 2023 12:23pm
To celebrate #WMBD, BirdLife is excited to share the newly identified Marine Flyways!! Seabird tracking data were shared by over 60 researchers from 48 long-distance migratory species and have revealed SIX MarineFlyways. They've created an awesome animation to go along with it!
Biodiversity Intactness dataset now available on the Earth Engine community catalog
16 October 2023 1:21pm
How 3D Technologies are Reshaping Forest Ecology and Conservation
6 October 2023 1:13pm
GEO BON Monitoring Biodiversity for Action
5 October 2023 3:10pm
🚀 New Grant: 'Satellites for Biodiversity Award' Round 2
2 October 2023 1:50pm
GIS & Data Science Specialist
28 September 2023 1:32pm
Statistical Data Management and Analysis using R
26 September 2023 10:40am
Mobile Data Collection using ODK Training
26 September 2023 10:26am
Geospatial Data Scientist, Varaha
25 September 2023 9:58am
Software for recording field data?
6 September 2023 3:01pm
22 September 2023 11:08am
Have a look at kobocollect, very easy to use and reliable, can collect data and then send them to the cloud when you have internet.
Other solution:
QField - Efficient field work built for QGIS
SMART Conservation Software - Spatial Monitoring and Reporting Tool (smartconservationtools.org)
EarthRanger: Protecting Wildlife With Real-Time Data
Natural Resource Data Solutions - Land & Resource Management
Efficient tools for effective resource management. Natural Resource Data Solutions provides data collection and resource management tools for land owners and environment conservation agencies, public and private.
NRDS22 September 2023 4:05pm
I second Kobo/CyberTracker for tracks, but if you have money for an ArcGIS Online license, Survey123 is great (offline use - but can't record tracks)
22 September 2023 6:11pm
We use Kobo as well - it is amazing!!!
Digital Disruption for Conservation Toolkit
22 September 2023 12:18pm
Made available by the Digital Disruption and the Future of Conservation project team at Unearthodox, the toolkit provides conservation practitioners with a comprehensive introduction to Web 3.0 and AI concepts and their potential use for nature conservation.
*NEW* White Paper: Harnessing the Power of Sound & AI to track Global Biodiversity Framework (GBF) Targets
20 September 2023 12:53pm
Gundi: The Universal Adaptor for Conservation Technologies
13 September 2023 4:28pm
unsupervised machine learning to infer syntax and temporal organisations of animal vocalizations
7 September 2023 3:02pm
How to report on biodiversity impacts at scale for TNFD
24 August 2023 12:41pm
Conservation Systems Developer
24 August 2023 11:13am
Mobile App. Developer / Gibbon Research
24 August 2023 9:59am
Data Analyst l The Wildlife Trusts
22 August 2023 9:07am
MoveApps: A Digital Home for Tracking Data Analysis
17 August 2023 7:47pm
24 October 2023 8:46pm
Hello to all, new to this group. This is very exciting technology. can it work for ID of individual animals? we are interested in Ai for identifying individual jaguars (spots) and andean Bears (face characteristics). Any recommendation? contact? thanks!
German