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!
- @insituphile
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I aim to help create and distribute low-cost, open-source, community-focused sensor solutions for coastal water resource issues
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- @MattyD797
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I am studying biotic problems with abiotic intelligence. My research focus is in computational ecology within fishery acoustics, machine learning, remote sensing, and combining visual and audio species identification systems.
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- 12 Groups
- @Angele
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Working with IPLCs and applying data/geospatial tools for a conservation/carbon forestry project in the Philippines 🌿
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Neuroscientist & engineer transitioning to conservation tech. I have experience working with large imaging datasets, pose estimation and positional tracking, and machine learning. Looking to get involved with GIS, remote sensing, and AI for conservation.
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- @ajcanepa
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PhD in Ecology, Nature's sound lover.
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- 5 Groups
- @PshemekZ
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IT + nature
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- @ahmedjunaid
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Zoologist, Ecologist, Conservation Biologist
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- @bioNathan
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Innovation Design Engineer studying at MSc + MA level. Previously a Robotics engineer with specialisms in remote sensing, control systems & electronics design. Transitioning to ecological contexts. I use bioinspiration to inform tech design, both product & infrastructure.
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Tech 4 Conservation
President, Tech 4 Conservation
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- @kalado
- | Kalado
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Article
You’re invited to the WILDLABS Variety Hour, a monthly event that connects you to conservation tech's most exciting projects, research, and ideas. We can't wait to bring you a whole new season of speakers and...
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October 2024
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Description | Activity | Replies | Groups | Updated |
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This thread is off-topic in this conversation, so happy to continue it in the other one. However, just noting - your system is one example, but not the only one - there are... |
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Human-Wildlife Conflict, Data management and processing tools | 3 days 22 hours ago | |
Thank you Carly, I will definitely take a look. |
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Acoustics, Biologging, Climate Change, Conservation Tech Training and Education, Data management and processing tools, Remote Sensing & GIS, Software and Mobile Apps | 1 week 1 day ago | |
Hello Friends,Its amazing to see the growing number of organisations working in biodiversity conservation.Biodiversity stories can have a... |
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Data management and processing tools, Software and Mobile Apps | 2 weeks 1 day ago | |
Were you ever able to solve the problem? Interestingly enough, I begin a seal bio-logging study next year! Also, you are correct. The errors were occurring during short bout... |
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Data management and processing tools | 1 month ago | |
Thank you! This is encouraging. It's also nice to know that Saul is approachable for problem-solving issues. |
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Data management and processing tools | 2 months ago | |
Am working on similar AI challenge at the moment. Hoping to translate my workflow to wolves in future if needed. We all are little overstretched but it there is no pressing... |
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Camera Traps, AI for Conservation, Build Your Own Data Logger Community, Data management and processing tools, Marine Conservation, Protected Area Management Tools, Remote Sensing & GIS | 2 months ago | |
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 | 2 months 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 | 2 months 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 | 2 months 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 | 2 months 1 week ago | |
Perfect. Looking forward to hearing from you! |
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Data management and processing tools | 2 months 2 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) | 2 months 2 weeks ago |
Camera Trap Data Management Survey
3 May 2023 10:28pm
[Recordings Now Available!) EarthRanger User Conference
27 April 2023 5:52am
Feathered forecast: Tech tools comb weather data for bird migrations
26 April 2023 2:50pm
Since its launch in 1999, the BirdCast project has used weather radar data to track and forecast bird migrations across the U.S. In recent years, technology such as cloud computing and machine learning have helped make the work of researchers in the project easier and more automated. The BirdCast project is now working on integrating radar data with human observations and bioacoustics to help identify the bird species traversing the skies.
Anti-poaching tech vulnerable to cyber attacks, study finds | ITWeb
26 April 2023 2:48pm
While tech deployment has often been hailed for playing a critical role in the fight against poaching, these technologies bring with them the risk of cyber attacks. This is based on a study conducted by Orange Cyberdefense Academy’s Christelle Steyn, as part of her thesis titled: “Towards a Critical Review of Cybersecurity Risks in Anti-Poaching Systems in South Africa”.
Drone imagery management software
17 April 2023 2:17am
Rapid due diligence for forest carbon projects
21 April 2023 10:51am
Data Scientist (Geospatial), Global Fishing Watch
19 April 2023 10:34am
Data Management and Analysis using Stata Training
17 April 2023 10:48am
How do I get started with Bird Audio processing and classification?
17 April 2023 9:11am
Accessible acoustic analysis tech for blind scientist - ideas?
31 March 2023 10:52pm
6 April 2023 10:49pm
Hey Kate I don't have any explicit ideas at the moment but will think on it - such a cool concept! I wonder if there's some form of tactile spectrogram that you could develop, or a way that you could have them try to draw a representation (so assign some shape) of what they are hearing as a means of classification a call and then clustering those shapes? There's a way of creating an image using foam and paper I believe so they could have a tactile record of those shapes. Guess it depends what you want to the quantitative results to be. Super cool that you are looking for greater accessibility in acoustics!!!
7 April 2023 1:40am
Hi Kate,
We've developed a screen-reader workflow for a classification problem on our "Ocean Voices" Zooniverse project, which simply asks folks to label sounds based on what they hear and omits the spectrogram altogether. There are lots of screen-reader users who are active in the Zooniverse Talk forums, so they may have valuable input for you as well.
Once a person has labeled data, I wonder if they could run automated detectors over the data in Pamguard, calculate features (using something like the R package PAMpal), and then use the BrailleR package to explore the statistics in R. This article has a pretty interesting summary about statistical software for visually impaired folks - might not be news to your student, but I thought it was pretty cool.
I'm very curious what our friends who are visually impaired might notice in the acoustic data. Best of luck to you and your student!
Cheers,
Anne
7 April 2023 5:11pm
Hi Kate- ARISTA Lab (Advanced Research in Inclusion & STEAM Accessibility) is actively working on this through their eclispse soundscape project. I recommend reaching out to MaryKay to get the latest on their project.
Megan
Due diligence for Nature Based Solutions
5 April 2023 3:38pm
Updates about Arbimon for Ecoacoustics - free, cloud based analytical tool
31 March 2023 11:09am
31 March 2023 3:43pm
Yes please reach out with any questions on acoustic monitoring, Arbimon, RFCx, etc.!
Exploring storage options for mass data collection
22 March 2023 3:20am
22 March 2023 7:36pm
Hi Adam!
I mostly live within the ecoacoustics space so I'll just speak on the hydrophone part of your request; Arbimon is a free web/cloud-based platform with unlimited storage for audio files. We've got an uploader app as well for mass-uploading lots of files. There's also a bunch of spectrogram visualization/annotation tools and analysis workflows available. It's AWS running under the hood.
I have some experience working directly with AWS & Microsoft Azure, and I've found personally that AWS was more user-friendly and intuitive for the (fairly simplistic) kinds of tasks I've done.
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Meeting customer deadlines, without having to hire more staff
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Data Visualization Fundamentals and Best Practices Course
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Global Biodiversity Data & Analytics Virtual Roundtable
8 March 2023 8:39am
Proposals wanted for Innovation in Practice
6 March 2023 10:34pm
Moveapps: EMAC23 Coding Challenge
3 March 2023 7:58am
3 March 2023 3:12pm
Super initiative! I hope you get a lot of entries to this coding challenge!
6 March 2023 7:53am
Thanks Lars! Look forward to any entries from you and your colleagues. If you have an questions or suggestions, let me know.
6 March 2023 1:11pm
Hi Andrea! Although I am a keen user and observer of the Moveapps initiative, my R or Python coding skills are next to non- existing. I am therefore not likely to be contributing this time... Some day perhaps ;)
The WILDLABS Variety Hour: February 2023 - YouTube
3 March 2023 11:24am
Last week's Variety Hour is now up on youtube. It was a great session - we covered Moveapps, an awesome community project building marine biologgers, chatgpt and google earth engine vs microsoft's planetary computer. Thanks everyone who came along!
Moveapps EMAC23 Coding Challenge – Participate now!
3 March 2023 7:45am
Underwater Fish Datasets from the Mediterranean
15 August 2022 11:45pm
26 September 2022 9:32pm
Not sure if audio data would be of any use to you, but if so FishSounds has some - I just tried their search function and there is a location tag for 'Mediterranean & Black Sea'.
You might try reaching out to the folks at Name that Fish, Innovasea, or perhaps an entity on the Fisheries Tech list would have Mediterranean stuff?
21 October 2022 7:52am
Hi,
If this is still relevant, you can try reaching out to the Belmaker lab, they do BRUV surveys in the eastern Mediterranean and have hours of video, some of it I believe is annotated. Particularly, Shahar might be helpful, he's the PhD student running point on the project.
2 March 2023 2:03pm
We have made available our underwater videos on YouTube as a playlist https://www.youtube.com/playlist?list=PLnhVZKKy8WkZKriCIV6r7upWhHNVrU_7L
It's about 1.113 short video clips with annotation and each is linked to the corresponding www.iNaturalist.org observations. The iNaturalist.org observations are research quality and have been uploaded to GBIF.org. The observations have been made between 2014 and 2022 around the Ionian Islands (Greece).
If you would need the original videos please contact me.
The Arbimon newsletter is back!
23 February 2023 11:34pm
M&E organizational data management consultant needed
21 February 2023 4:48am
Operation Pangolin launches to save world's most trafficked wild mammal
16 February 2023 7:51pm
17 February 2023 1:50am
Hiring Full Stack Developer at Conservation X Labs
10 February 2023 5:35pm
2023 Ebbe Nielsen Challenge seeks open-data innovations for biodiversity
10 February 2023 10:46am
Commercially available connected audio sensors
2 February 2023 3:08pm
2 February 2023 3:55pm
Hi!
I am not aware of any such connected loggers/recorders but they would be nice.
The AudioMoths have been revolutionary in providing audologging at a low cost but they take a lot of "data muling" (carrying SD cards in and out of the field sites) and swapping of batteries.
Cheers,
2 February 2023 7:50pm
Hi Lars, thanks for the response. We are using lots of Song Meter Micro's atm and they have proved to be resilient. Just need something which doesn't involve going on site regularly - but get the data off.
3 February 2023 7:04pm
Rainforest Connection's (RFCx) Guardian devices may be of interest. They are solar-powered and have connectivity options for Wifi, GSM and satellite transfer. They've previously been used for detecting e.g., gunshots or chainsaws (using edge computing) and then sending positive detections/alerts to folks on the ground. RFCx also hosts Arbimon, a free, no-code software platform that facilitates analysis of audio data as well. Happy to chat more if you'd like to talk further about it!
How to conduct rapid eligibility assessments for forest carbon projects using geospatial data
3 February 2023 3:32pm
Consultancy opportunity: Wildlife monitoring specialist
31 January 2023 11:26am
Advanced Field School in Computational Ecology
25 January 2023 2:54pm
21 April 2023 2:41pm
GeoNadir and OpenDroneMap might be of interest for drones?
The Conservation Tech Directory might have some additional projects/tools of note.