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!
- @Frank_van_der_Most
- | He, him
FileMaker developer with a passion for nature and an interest in funding and finance
- 11 Resources
- 83 Discussions
- 7 Groups
- @capreolus
- | he/him
Capreolus e.U.
wildlife biologist with capreolus.at
- 1 Resources
- 71 Discussions
- 16 Groups
- @affiliatepurna
- | general email id
Purna Man Shrestha is a program coordinator of mountain spirit, Nepal. He has 6 years of working experience in human wildlife interaction focusing on wildcats, and conflicts. He has a good knowledge on wildlife survey techniques, field survey, stakeholder engagement
- 0 Resources
- 0 Discussions
- 11 Groups
Landscape
Building Landscape, land conservation software. Loves talking geospatial tech, SaaS product development, and land protection.
- 0 Resources
- 1 Discussions
- 4 Groups
- 0 Resources
- 1 Discussions
- 9 Groups
Msc student on wildlife management and conservation
- 0 Resources
- 1 Discussions
- 9 Groups
Ol Pejeta Conservancy
Deputy Technology Manager
- 0 Resources
- 0 Discussions
- 7 Groups
Wildlife Conservationist and Socio-ecology Researcher.
Passionate about preserving biodiversity in their natural homes, and studying the interactions between social systems and ecological environment
- 0 Resources
- 0 Discussions
- 4 Groups
An Environmental sciences and Management graduate from SUA, passionate and eager to drive change to the Environment, making World a better place for present and future generations.
- 0 Resources
- 3 Discussions
- 14 Groups
- @raquelgo
- | (she/her/hers)
- 0 Resources
- 0 Discussions
- 17 Groups
- @ThinkNature
- | TN
We, at Think Nature, are a university-launched startup that aims to transform into a nature economy where humans and nature coexist.
- 0 Resources
- 2 Discussions
- 2 Groups
- @StephODonnell
- | She / Her
WILDLABS & Fauna & Flora
I'm the Executive Manager at WILDLABS.
- 152 Resources
- 668 Discussions
- 30 Groups
TagRanger® is a state-of-the-art wildlife finding, monitoring and tracking solution for research, conservation and environmental professionals. With superior configurability for logging data, reporting location and...
23 November 2023
Yale University & Map of Life Rapid Assessments - XPRIZE
8 November 2023
Yale University & Map of Life Rapid Assessments - XPRIZE
8 November 2023
handling one-value-per-line formats for burst and continuous data
27 October 2023
With the rising threats to biodiversity such as wildlife crime, climate change and human-wildlife conflict today, wildlife monitoring technologies have become vital to study movement ecology, behaviour patterns, changes...
25 October 2023
Have you created a successful career in tech and are ready to do something good with your skills and experience? If yes, then join Open Earth's Earthshot mission to build open source digital systems and solutions to...
25 October 2023
Careers
The Institute of Zoology (IoZ), the research division of the Zoological Society of London (ZSL), is seeking to fill three new permanent positions by recruiting outstanding early-career researchers as Research Fellows (...
20 October 2023
Listen in on our interview with Mara Elephant Project’s Tracking Manager, Wilson Sairowua, as he explains how MEP is using software, geofencing and drone technologies to resolve human-elephant conflict across Maasai...
20 October 2023
Competition Funded PhD Position at University of St Andrews School of Mathematics and Statistics
20 October 2023
Competition funded PhD Position at University of St Andrews School of Mathematics and Statistics
20 October 2023
Competition funded PhD Position at University of St Andrews School of Mathematics and Statistics
20 October 2023
Careers
Competition funded PhD Opportunity at University of St Andrews School of Mathematics and Statistics
20 October 2023
June 2024
July 2024
October 2024
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April 2024
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Description | Activity | Replies | Groups | Updated |
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@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... |
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Data management and processing tools, East Africa Community, Protected Area Management Tools | 1 year 9 months ago | |
@gracieermi & I are happy to announce the latest update to the Conservation Tech Directory, bringing our total resources in the... |
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Acoustics, AI for Conservation, Biologging, Camera Traps, Community Base, Data management and processing tools, Drones, eDNA & Genomics, Remote Sensing & GIS, Software and Mobile Apps | 1 year 11 months ago | |
Hi everyone, We're excited to welcome Nicole Flores to Tech Tutors to walk us through getting started with Wildlife Insights! ... |
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AI for Conservation, Camera Traps, Data management and processing tools | 2 years 10 months ago | |
Hi all, We're excited to welcome Siyu Yang to Tech Tutors to chat about getting started with Megadetector! For all you AI... |
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AI for Conservation, Camera Traps, Data management and processing tools | 2 years 10 months ago | |
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... |
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Data management and processing tools | 3 years 2 months ago | |
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... |
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AI for Conservation, Data management and processing tools | 3 years 4 months ago | |
Hi all, For anyone still looking, the recording is and notes from this event are available here. Talia |
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Data management and processing tools | 4 years 10 months ago | |
Oh very interesting, thanks for sharing, Ben. Are your or your team presenting at all, or are you going to soak in all the information? Easy link for anyone interested:... |
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Data management and processing tools | 5 years 9 months ago | |
BirdLife International are conducting a global audit of biodiversity monitoring to identify gaps in data, coverage and capacity in long-... |
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Data management and processing tools | 5 years 9 months ago | |
Come and learn about the work of UNEP-WCMC's informatics team on Wednesday the 18th May at 12:30 in room 1.25B at the David... |
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Data management and processing tools | 8 years ago |
€4,000 travel grants for insect monitoring an AI
6 June 2024 4:49pm
New WildLabs Funding & Finance group
5 June 2024 3:24pm
6 June 2024 1:38am
6 June 2024 4:16am
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30 May 2024 10:46am
Share Your Work in a Conservation Technology Video
17 May 2024 9:06pm
Survey on European biodiversity monitoring communities
7 May 2024 3:39pm
Biodiversa+ is running a survey to map the European biodiversity monitoring landscape, identify opportunities for collaboration, and strengthen coordination for improved monitoring.
Drop-deployed HydroMoth
2 April 2024 10:20am
15 April 2024 6:53am
Hi Matthew,
Thanks for your advice, this is really helpful!
I'm planning to use it in a seagrass meadow survey for a series of ~20 drops/sites to around 30 m, recording for around 10 minutes each time, in Cornwall, UK.
At this stage I reckon we won't exceed 30 m, but based on your advice, I think this sounds like not the best setup for the surveys we want to try.
We will try the Aquarian H1a, attached to the Zoom H1e unit, through a PVC case. This is what Aquarian recommended to me when I contacted them too.
Thanks for the advice, to be honest the software component is what I was most interested in when it came to the AudioMoth- is there any other open source software you would recommend for this?
Best wishes,
Sol
21 April 2024 7:10pm
Hey Sol,
No problem at all. Depending on your configuration, the Audiomoth software would have to work on a PCB with an ESP32 chip which is the unit on the audiomoth/hydromoth, so you would have to make a PCB centered around this chip. You could mimic the functionality of the audiomoth software on another chip, like on a raspberry pi with python's pyaudio library for example. The problem you would have is that the H1A requires phantom power, so it's not plug and play. I'm not too aware with the H1e, but maybe you can control the microphone through the recorder that is programmable through activations by the RPi (not that this is the most efficient MCU for this application, but it is user friendly). A simpler solution might be to just record continuously and play a sound or take notes of when your 10 min deployment starts. I think it should last you >6 hours with a set of lithium energizer batteries. You may want to think about putting a penetrator on the PVC housing for a push button or switch to start when you deploy. They make a few waterproof options.
Just somethign else that occured to me, but if you're dropping these systems, you'll want to ensure that the system isn't wobbling in the seagrass as that will probably be all you will hear on the recordings, especially if you plan to deploy shallower. For my studies in Curacao, we aim to be 5lbs negative, but this all depends on your current and surface action. You might also want to think about the time of day you're recording biodiversity in general. I may suggest recording the site for a bit (a couple days or a week) prior to your study to see what you should account for (e.g. tide flow/current/anthropogenic disturbance) and determine diel patterning of vocalizations you are aiming to collect if subsampling at 10 minutes.
Cheers,
Matt
3 May 2024 12:55pm
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 means it is not possible to accurately calibrate the signal strength due to the directionality of the response. For some applications, this doesn't matter. For others, it may.
Another option for longer/deeper deployments would be an Aquarian H2D hydrophone which will plug directly into AudioMoth Dev or AudioMoth 1.2 (with the 3.5mm jack added). You can then use any appropriately sized battery pack.
If you also connect a magnetic switch, as per the GPS board, you can stop and start recording from outside the housing with the standard firmware.
Alex
WILDLABS AWARDS 2024 - Underwater Passive Acoustic Monitoring (UPAM) for threatened Andean water frogs
30 March 2024 3:54pm
5 April 2024 12:13pm
Congratulations, very exciting! Keep us updated!
7 April 2024 6:09pm
This is so cool @Mauricio_Akmentins - congrats and look forward to seeing your project evolve!
1 May 2024 5:17pm
Congratulations! My first hydromoth was just arrived yesterday and so excited! Looking forward for the update from your project!!!
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Newt belly pattern for picture-matching
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19 April 2024 4:14pm
Hi Robin this is a great idea! Have been thinking about approaching the community for quiz questions. Will reach out to Xavier to ask if we can use it or if he wishes to run it on next Wednesdays VH
22 April 2024 11:27am
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 form is to validate (by comparing answers with the lab reference image base) picture-matching by human is reliable although the change of pattern can be verry quick at this life stage.
If validated there will be the need to improve existing pattern-matching solutions for in situ observations of larvae, for instance with ML and/or Human Learning (thanks Zooniverse)...
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17 April 2024 5:43pm
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17 April 2024 11:31am
Camera Trap storage and analyzing tools
16 April 2024 5:15pm
16 April 2024 7:17pm
I don't have an easy solution or a specific recommendation, but I try to track all the systems that do at least one of those things here:
https://agentmorris.github.io/camera-trap-ml-survey/#camera-trap-systems-using-ml
That's a list of camera trap analysis / data management systems that use AI in some way, but in practice, just about every system available now uses AI in some way, so it's a de facto list of tools you might want to at least browse.
AFAIK there are very few tools that are all of (1) a data management system, (2) an image review platform, and (3) an offline tool. If "no Internet access" still allows for access to a local network (e.g. WiFi within the ranger station), Camelot is a good starting point; it's designed to have an image database running on a local network. TRAPPER has a lot of the same properties, and @ptynecki (who works on TRAPPER) is active here on WILDLABS.
Ease of use is in the eye of the beholder, but I think what you'll find is that any system that has to actually deal with shared storage will require IT expertise to configure, but systems like Camelot and TRAPPER should be very easy to use from the perspective of the typical users who are storing and reviewing images every day.
Let us know what you decide!
17 April 2024 1:55am
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 with camera-trapping (amongst other) platforms.
Research Assistant, Lion Landscapes in Nanyuki
11 April 2024 9:49am
Applied hierarchical modelling (AHM) for species distribution and abundance
9 April 2024 7:22pm
Conservation Science Intern - Space for Giants, Nanyuki
9 April 2024 8:55am
Underwater advertisement call of the threatened Telmatobius rubigo (Anura: Telmatobiidae
6 April 2024 9:56pm
WILDLABS AWARDS 2024 - BoutScout: Monitoring System for Avian Nesting Behavior Studies
31 March 2024 5:57am
SURAKHSYA Portal for Human-Elephant Conflict - any updates?
25 March 2024 11:15am
25 March 2024 11:39am
Ha - you're already in my thread, i've got your project in there, don't worry!
But it's more I don't want proof of concept early R&D type projects that are just destined for a paper or a hobby project, I want to hear about projects that have some plan for usability and scaling so that other people can take and implement them.
25 March 2024 12:17pm
I think that my system is likely the closest thing you will find in terms of production ready and potential to scale as it once was a commercial system with complete over the air updates more than 10 years ago. It’s been in use by many people for more than 10 years and has used AI triggering since 2019. I’m pretty sure no other system can claim that.
So I have the system but you got me on the scalability because to do that you need funding. I don’t have the funding. If I had the funding I’d be doing it full time. But I’ve said enough now. So I’ll leave it at that.
25 March 2024 12:26pm
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 certainly other early warning systems in varying stages of development, testing and roll out, and using different levels of technology (ai or otherwise).
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22 March 2024 4:30pm
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15 March 2024 12:31pm
19 March 2024 6:35pm
Thank you for your response Akiba. I will have a look. 👏🏻
19 March 2024 7:52pm
I would look into the TNFD (Taskforce on Nature-Related Disclosures), Finance for Biodiversity, Accounting for Nature, etc. which are all focusing on how to incorporate nature risk into corporate reporting and sustainability frameworks!
20 March 2024 3:48pm
Thank you Carly, I will definitely take a look.
SMART Global Congress 2024: A quick summary
19 March 2024 6:42pm
Data Manager and Technology Coordinator, ABC Global Climate Center
15 March 2024 5:01pm
The Freshwater Sounds Archive
15 March 2024 10:32am
Introducing The Freshwater Sounds Archive, a global database of sounds produced by freshwater species.
Submit your species-specific or unidentified sounds to the archive now and receive recognition for your contribution in a forthcoming data paper as a co-author!
5 June 2024 4:14pm