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
RubberBootsData
Field data capture and management app developer (Win, Mac, iOS, Web), with an interest in funding and finance
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- 21 Resources
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WILDLABS & Wildlife Conservation Society (WCS)
I'm the Bioacoustics Research Analyst at WILDLABS. I'm a marine biologist with particular interest in the acoustics behavior of cetaceans. I'm also a backend web developer, hoping to use technology to improve wildlife conservation efforts.
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- 8 Resources
- 14 Discussions
- 32 Groups
Fauna & Flora
Remote Sensing Scientist working at Fauna & Flora
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Sustainability Manager for CERES Tag LTD. An animal health company; animal monitoring, conservation, & anti-poaching/ rural crime. Wildlife, livestock, equine & companion. #CeresTrace #CeresWild #CeresRanch
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- 2 Resources
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- 24 Groups
- @amklovrza
- | she / her
Hello! My name is Anabelle Marques Klovrza and I am a Ph.D. student at Dawson's lab. I am studying community assembly of island-like environments, and in trying to connect it with the vulnerability and fragility of the ecosystem.
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- 8 Groups
- @Giu.Appel
- | Her
Brazilian biologist, PhD in Ecology and 10 yrs of experience in the Amazon with bat bioacoustics
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- 5 Groups
- @hjayanto
- | He/Him
KONKLUSI (Kolaborasi Inklusi Konservasi - Yayasan)
Your friendly Indo-Crocky-Croc
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- @StephODonnell
- | She / Her
WILDLABS & Fauna & Flora
I'm the Executive Manager at WILDLABS.
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- @capreolus
- | he/him
Capreolus e.U.
wildlife biologist with capreolus.at
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- @jsstamn
- | She/her
PhD student at the University of Mississippi; research interests include predator/prey dynamics, particularly the landscape of fear in relation to species conservation. Rookie at using arduino
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Msc student in wildlife management and conservation
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Neuroscientist & engineer looking for a data/R&D role in conservation.
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A new issue of Methods in Ecology and Evolution from the British Ecological Society is now available for download. In this issue, WILDLABS readers will enjoy research involving conservation dogs and non-invasive...
23 April 2021
National Geographic is offering funding up to up to $50,000 for conservationists conducting research on how the pandemic has impacted wildlife and conservation work. If you are interested in researching aspects of the...
10 March 2021
Article
WildID is excited to share their new camera trap processing and detection tools with WILDLABS! Using machine learning to identify Southern African wildlife species in large quantities of camera trap data, WildID's tool...
8 March 2021
Sol Milne's new paper, Drivers of Bornean Orangutan Distribution across a Multiple-Use Tropical Landscape, is now available. Using drones to detect orangutan nest density in aerial surveys (as shared during our...
12 February 2021
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
September 2024
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October 2024
July 2024
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Recently updated products
Description | Activity | Replies | Groups | Updated |
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hi, if your intention is to use programming and a programming language like Python then one option which can give good results is the SAM (Segment Anything) or SAM-2 algorithm.... |
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Data management and processing tools, AI for Conservation | 1 week 3 days ago | |
Really interesting, I will take a look |
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AI for Conservation, Camera Traps, Data management and processing tools, Emerging Tech | 1 week 6 days ago | |
Great Project !! |
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Data management and processing tools | 1 week 6 days ago | |
interesting!!! |
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AI for Conservation, Biologging, Data management and processing tools | 2 weeks 2 days ago | |
Hadn't heard of CowLog, thanks Rob! |
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Data management and processing tools | 2 weeks 3 days ago | |
Thanks!I'm definitely looking at Smart and EarthRanger for overall management eventually, but for now I just want to track what we have better - especially as a base map to... |
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Remote Sensing & GIS, Data management and processing tools | 3 weeks 1 day ago | |
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 | 3 weeks 2 days ago | |
@cmwainaina please take a look |
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Biologging, AI for Conservation, Camera Traps, Connectivity, Data management and processing tools, East Africa Community, Emerging Tech, Ethics of Conservation Tech, Human-Wildlife Conflict, Marine Conservation, Protected Area Management Tools, Remote Sensing & GIS, Sensors, Software and Mobile Apps | 3 weeks 4 days ago | |
Hi @nyangetamagesa , i'm so grateful for our input. |
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Human-Wildlife Conflict, Data management and processing tools, East Africa Community, Women in Conservation Tech Programme (WiCT) | 4 weeks 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 | 1 month 2 weeks 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 month 2 weeks 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 month 4 weeks ago |
NatGeo Big Questions request for proposals ($20-100k)
11 August 2024 10:14pm
efficient methods for labeling clusters of fish in images for segmentation purposes
16 July 2024 9:43pm
Rapid Camera Trap labeling with ChatGPT
17 July 2024 3:19pm
20 July 2024 3:28pm
super interesting, thank you for sharing! definitely will watch!
31 July 2024 6:38pm
Very interesting!!
3 August 2024 7:46pm
Really interesting, I will take a look
WILDLABS AWARDS 2024 - Mobilizing Motus: optimizing a wildlife tracking data pipeline for aninternational, collaborative conservation technology community
13 July 2024 10:04pm
31 July 2024 6:41pm
great project!!
3 August 2024 3:41pm
Great Project !!
Firetail 12.2 released
12 June 2024 7:01pm
25 June 2024 6:00pm
New short tutorial available
31 July 2024 6:47pm
interesting!!!
Biodiversity Data Coordinator
Behavioral logging from video
12 July 2024 6:01pm
26 July 2024 1:59pm
29 July 2024 2:29pm
Hadn't heard of CowLog, thanks Rob!
Simple Data Standards for wildlife reserve management scenarios?
23 July 2024 7:16am
24 July 2024 5:48pm
Just as a note, you might also be interested in specific protected area management software like SMART or EarthRanger as well!
25 July 2024 10:11am
Thanks!
I'm definitely looking at Smart and EarthRanger for overall management eventually, but for now I just want to track what we have better - especially as a base map to support further advanced management activities. Funding and available human resources to effectively manage a tech based scientific and best practice focused solution is in short supply - but will hopefully be better addressed within the next year or two.
Auto ID Software for NA Amphibians?
20 July 2024 3:57am
24 July 2024 5:12pm
Hi Cortney,
I recommend exploring the tools developed by Kitzes Lab, such as OpenSoundscape, which can be used for the automatic detection of anurans. Here's a reference paper that might be useful. You might also consider reaching out directly to Justin Kitzes @jkitzes for more specialized advice.
Also here is a another paper that use BirdNet to automatically detect the bullfrog presence.
Best of luck with your analyses!
24 July 2024 6:15pm
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 software and packages in @tessa_rhinehart 's helpful list too! Some more recent options that I don't think are on that yet are Whombat and gibbonNetR (which uses the 'Torch for R' ecosystem).
Also, Raven has template- and energy-based detectors you could try as well. The monitoR and warbleR packages allow you to do template-based detections too. BirdNET is integrated into Raven now as well.
You can also try Kaleidoscope's native clustering function.
Agree with you that there's definitely not enough resources for frog detection though! I'm assuming the Australian one you found is FrogID? There is also AnuraSet, but this is for neotropical frogs.
Move BON Development: Follow up discussion
19 June 2024 12:02pm
11 July 2024 10:14pm
You can catch up on the recording at that same link to the June Variety Hour! Lacey's fabulous talk starts around the 9:40 mark :)
12 July 2024 5:38am
Hi Talia!
I feel like the topic is so broad that it might help to put some constraints around things, see what works, and then broaden those out. I have a lot of ideas regarding the data monitoring and collection side based on the other sensor and observation networks we've set up in the past.
There may also be some potential scope to incorporate things like data collection and integrated monitoring to the Build Your Own Datalogger series where the system is updated to feed data into the observation network.
It'd probably take a bit of discussion and coordination. Let me know if interested. I'm fine to jump on a call or discuss via email too.
22 July 2024 9:24pm
@cmwainaina please take a look
Sea Turtle Conservation Tech Solution in Kenya's Coast: Photo-ID Programme by Bahari Hai
![](/sites/default/files/2023-10/Esther%20Githinji_0.jpg)
19 July 2024 2:30pm
Looking for literature materials/any useful data on HHC(Human-Hippopotamus Conflict) mitigation and coexistence.
12 June 2024 7:24pm
7 July 2024 10:07am
Hi loveness,
Your doing great here are some research that may be helpful on what your looking for
search for article of Human-Hippopotamus Conflict: Impacts and Mitigation Strategies published in the Journal of Wildlife Management.
19 July 2024 1:56pm
Hey @Agripinacletus , thank you so much for your constructive input.
19 July 2024 1:57pm
Hi @nyangetamagesa , i'm so grateful for our input.
Rapid Camera Trap labeling with ChatGPT
17 July 2024 3:02pm
Hi all, I've published a blog post on rapidly labeling camera trap data using ChatGPT for species identification and a simple object detection model to get the bounding boxes. While presented in Edge Impulse, this approach can be replicated outside the platform using Python scripts for example. I’d love for you to give it a read and share your thoughts on its potential usefulness in real-world applications.
19th Australasian Vertebrate Pest Conference 2024
12 July 2024 12:42am
Data Manager, Conservation International
8 July 2024 2:40pm
EarthRanger: How high-tech tracking is keeping tabs on wildlife | CNN
5 July 2024 10:40am
EarthRanger use in Northern Kenya's Sera Conservancy by veterinarians to track and monitor rhinos.
Generate Unique, Human-Readable Labels! In spanish or english!
2 July 2024 4:19am
Question About Interpolation
18 June 2024 10:52pm
28 June 2024 6:35pm
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 real life.
Instead, you might think about about appending the values of two long-period sin waves per input element to the sequence going in to your first linear / fully-connected layer. The simplest thing that could possibly work would be to interpret minute of the day and day of the month as the values of your sin wave! (Or perhaps minute/hour if all training sequences are quite short.) Since you’re doing sequence prediction, you would add the appropriate values for each image(?) in the sequence being evaluated.
With that additional signal going in to the model in the early layers, the NN should have a good chance of learning that the differences in the modulating signal corresponds to distance in time.
This technigue was popularized by early Large Language Models to encode the distance between words. There’s been refinement (search “Rotary Encoding” for instance) but the basic idea of sin waves generalizes well.
'recurse' R package help
17 June 2024 11:49pm
NEW PUBLICATION ALERT!
17 June 2024 11:33am
17 June 2024 12:57pm
17 June 2024 7:40pm
Fauna & Flora: Bridging geospatial data and people together for enhanced conservation management
17 April 2024 11:31am
13 June 2024 8:51pm
This is amazing! Thank you for sharing. I'm speaking on this topic at the National Center for Ecological Analysis and Synthesis in October. If you have any other resources on this topic, let me know! Closing the loop for "Science to Action" is a huge part of the work we do so I'm always looking to learn.
16 June 2024 3:32pm
Tagging @Chelsea_Smith so she sees this :)
FOSS Geospatial Tools
Case Study: Drone-based radio-tracking of Eastern Bandicoots
14 June 2024 3:53am
€4,000 travel grants for insect monitoring an AI
6 June 2024 4:49pm
New WILDLABS Funding & Finance group
5 June 2024 3:24pm
5 June 2024 4:14pm
6 June 2024 1:38am
6 June 2024 4:16am
Apply! 2024 Conservation Tech Award
3 June 2024 3:51pm
🌟 Seeking a Mentor in Software Engineering 🌟
30 May 2024 10:46am
Share Your Work in a Conservation Technology Video
17 May 2024 9:06pm
5 August 2024 9:58am
hi, if your intention is to use programming and a programming language like Python then one option which can give good results is the SAM (Segment Anything) or SAM-2 algorithm. The following weblinks include more information: