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!
- @beter22
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A Nigerian business journalist
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Movement Ecologist studying the where, why, and how animals move throughout our world. Current work is investigating the movement and energetics of large neotropical bats in a changing environment with ephemeral resources.
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- @TheDataEnthusiastic
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Hi, I'm pursuing Master's in Data Science. And I want work help protect nature and wildlife.
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- @Ariel
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Ariel is passionate about centering both our environment and social justice and using data to support nature-based solutions to the poly-crisis, and they are particularly interested in mycelium, soil health, forestry, agriculture, ecosystems, conservation, and restoration.
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Western Sydney University
Zoologist
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- @roxirisa
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Biologist I consider myself a data scientist with a passion for nature and with an extensive experience in species distribution modeling, handling large data sets from different sources such as gbif, eBird, xeno-canto, Worldclim, Terraclimate, ocean color e NASA among others. But
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Environmentalist and Python developer working in the realm of Remote Sensing. Fascinated by the intersection of technology and nature, with a focus on machine learning, ecological modeling, and biodiversity monitoring. 🌍
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- @foxy50213
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Systems Engineer at Edge Impulse, experiencce with hands-on edge machine learning for wildlife conservation
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- @bumbleben
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Junior dev in a bioacoustics startup, interested in all forms of remote sensing and biologging
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- 4 Groups
- @Fatuma
- | She/Her
I aim to transition my career towards conservation technology after gaining two years of experience in the tech industry.
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- @leonardoscarpa
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I'm Leonardo, I'm a biologist, and I'm passionate about movement ecology. Another of my hobbies is GIS. I have a master's degree in this topic, which I complement with the use of technology such as drones, camera traps and acoustic receivers
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This role will be employed under Osa Conservation's Movement Ecology Program. Broadly, the project aims to develop and use novel animal tracking technology to increase our understanding of the movement ecology of...
22 September 2022
Careers
The Senior Conservation Technology Specialist will be responsible for providing technical advice and capacity development to GWP project teams on conservation technology, distilling challenges and lessons from project...
22 September 2022
Explore BOEM data, build analytic tools, and recommend solutions for sea turtle relocation trawling approaches to reduce incidental risk. Prize: $40,000
21 September 2022
Interactive digital platform visualizes the incredible journeys of migratory birds, how they connect us across the hemisphere, and the widespread challenges they face throughout their full annual cycle.
16 September 2022
Careers
The BirdNet team are seeking to fill three roles, including an Ecologist, Data scientist and an Embedded Systems Engineer based in Germany.
9 September 2022
At the Inria Sophia Antipolis - Méditerranée center. The project will pursue two different methodological goals: (1) explore the use of natural language bottlenecks describing visible traits or other visual...
1 September 2022
Article
APPLY NOW! The Sovereign Nature Initiative has partnered with the Kenya Wildlife Trust to experiment with emerging technologies to support their predators' conservation work.Challenges will focus on:1. Lion...
30 August 2022
Boost cons tech capacity at an international NGO! Fauna & Flora International is offering a paid three-month internship to consolidate and share best practices for the application of emerging hardware and software...
26 August 2022
Article
An update on Ceres Tags products that are being used in conservation
22 August 2022
Careers
Job opening at ARISE, an innovative program in the Netherlands to build a digital infrastructure for biodiversity data and services
19 August 2022
Are you creative, love new challenges and have experience developing software? The Wildlife Insights team is hiring! Join a diverse team of ecologists, data scientists, engineers and machine learning experts to protect...
10 August 2022
The Marine Robotics and Remote Sensing (MaRRS) Lab at Duke University seeks a highly motivated UAS pilot and geospatial analyst to support the ongoing development of new and existing research and conservation programs,...
10 August 2022
June 2024
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Description | Activity | Replies | Groups | Updated |
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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 and Mobile Apps | 1 week 1 day ago | |
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/... |
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Acoustics, AI for Conservation, Data management and processing tools, Emerging Tech, Sustainable Fishing Challenges | 1 week 2 days ago | |
Hi folks!@Chelsea_Smith from Fauna & Flora joined last month's variety hour to share more about Fauna & Flora's work with... |
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Remote Sensing & GIS, Data management and processing tools, Protected Area Management Tools | 1 week 6 days 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 | 2 weeks ago | |
This is so cool @Mauricio_Akmentins - congrats and look forward to seeing your project evolve! |
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Acoustics, Biologging, Climate Change, Conservation Tech Training and Education, Data management and processing tools, Emerging Tech, Open Source Solutions, Protected Area Management Tools, Sensors, Software and Mobile Apps | 3 weeks 2 days ago | |
First things first, our team, @jcguerra10, @hefca, and myself, is thrilled to share with immense pride... |
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Build Your Own Data Logger Community, Data management and processing tools, Sensors | 1 month ago | |
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 | 1 month 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 month 1 week 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 | 1 month 2 weeks 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 | 2 months 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 | 3 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 | 3 months ago |
Information Session: Technology Testing to Mitigate Human-Elephant Conflict in West Bengal
19 June 2023 11:07pm
Innovation wanted: Technology Testing to Mitigate Human-Elephant Conflict in West Bengal
19 June 2023 10:54pm
The Wildlife Society Conference
19 June 2023 5:59am
Catch up with The Variety Hour: June 2023
16 June 2023 11:43am
Research Course on Open, Reproducible and Transparent Science in Ecology
15 June 2023 12:48pm
Top five(ish) sources of ecological data | R (for ecology)
15 June 2023 12:45pm
A few places where you can download ecological data for coding practice and research. In this tutorial, Selina Cheng discusses the following datasets:
1) Data sets that come with R, 2) The Knowledge Network for Biocomplexity 3) The Environmental Data Initiative 4) The National Ecological Observatory Network 5)The Global Biodiversity Information Facility
Celebrating World Oceans Day: Revitalizing the marine ecosystem with technology-driven engineered reefs to accelerate CO2 capture
9 June 2023 10:14am
As we celebrate World Oceans Day this month, we are reminded that addressing climate change will take more than any one organization. It will require companies, governments, NGOs and communities, all working together, with the aid of technology, to improve the efficiencies of our activities and operations and to reduce costs, waste and emissions. Such an example is IBM and The Reef Company recently joining forces signing a joint initiative agreement aimed at bolstering their ocean conservation endeavors.
Imageomics Institute Image Datapalooza, August 2023
2 June 2023 11:44pm
Natural Capital GIS & Data Administrator
31 May 2023 3:55pm
Using Average speed trapping to mitigate Wildlife Vehicle Collisions
28 October 2022 11:40am
19 May 2023 1:36pm
Can you elaborate as to the ethical concerns with using license plate information? License plate information doesn't need to be stored for long durations with Gregory's proposed system - only for as long as it takes the vehicle to reach the second camera.
20 May 2023 11:20am
I think it's best to look at it as analogous to the GDPR. One of the main reasons for the existence of GDPR is to protect individuals' fundamental rights and freedoms, particularly their right to protection of their personal data. Capturing personal, identifying information online without consent would be a violation of GDPR. I think the right to protect personal data extends to the physical world as well, which is where capturing identifying information like license plates without consent would fall.
How do I get started with collecting mobile digital data to combat Illegal Wildlife Trade?
16 May 2023 11:59pm
Field Surveyor
16 May 2023 4:06pm
Climate Watch: The Past, Present and Potential Futures of Climate
12 May 2023 4:14pm
Panthera: Monitoring Wildlife with Open-Source Data Management Tools
11 May 2023 5:52pm
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
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.
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.
27 March 2023 5:23am
Meeting customer deadlines, without having to hire more staff
24 March 2023 4:02pm
Data Visualization Fundamentals and Best Practices Course
21 March 2023 5:16pm
Global Biodiversity Data & Analytics Virtual Roundtable
8 March 2023 8:39am
7 May 2023 11:50am
We are at a PROOF OF CONCEPT with raspberry pi and python and are hoping this can be taken forward. See link below.