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!
Fauna & Flora
Remote Sensing Scientist
- 2 Resources
- 1 Discussions
- 6 Groups
I am a Senior researcher and PI in Conservation and Animal Ecology at Fondazione Edmund Mach, Trento, Italy. I am coordinator of EUROMAMMALS, member of the advisory board of the Global Initiative on Ungulate Migration at CMS, and President of the International Bio-Logging Society
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- 0 Discussions
- 5 Groups
Data Science | Remote Sensing | GIS | Geospatial Cloud Computing | Big Data
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- @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
Conservation Biologist
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Founder CEO Painted Dog Research trust. Committed to using science to drive conservation decisions, development of students and commu
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- 13 Discussions
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I'm a Mechanical Engineer and I have been involved in test and measurement, IT maintenance consulting, database development, field installation, field maintenance, systems analysis, theater composition and an active synthesist. Currently engaged in conservation volunteer work
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- 7 Groups
- @AnnabelL
- | she/her
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- 0 Discussions
- 10 Groups
Developer of science data repository RAMADDA
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- 1 Groups
- @tutgut5
- | she/her
- 0 Resources
- 6 Discussions
- 8 Groups
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Researcher at Forest Research Institute Baden-Wuerttemberg, Passive acoustic monitoring of woodcock
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Baotree addresses the challenge of data collection at the grassroots level; to ensure participatory, accurate and verifiable data is captured. A software piloted in Kenya and looking to scale globally, Baotree has so...
9 June 2022
Careers
Are you passionate about making a meaningful impact on our community? Seattle-based Vulcan is looking to hire a science leader to support its work advising the Paul G. Allen Family Foundation.
4 June 2022
Pivotal Earth are looking for data scientists to join their team to help analyse the increasing amounts of optical and acoustic data they collect.
26 May 2022
Careers
The Department of Environmental Science, Policy & Management (ESPM) seeks applicants for the position of Executive Director for the Eric & Wendy Schmidt Center for Data Science & Environment (DS4E) at the...
9 May 2022
In Season Four of the Virtual Meetup Series, we’re bringing together leading engineers, conservationists, and academics to explore the future of technology in movement ecology and ask where exactly investment is needed...
29 April 2022
Fauna & Flora International is seeking a Technical Specialist with expertise in Remote Sensing to join their Conservation Technology team. Visit the FFI website for further details and how to apply. The closing...
22 March 2022
Fauna & Flora International is seeking a qualified candidate for the position of a Technical Specialist, Analytics to support and grow the use of spatial technologies and analyses for conservation planning and...
21 March 2022
WWF seeks a Data and Technology intern who will work with the Global Science team to research the feasibility of a spatially explicit, regularly updated, habitat condition index. Begin your application here.
10 March 2022
Apply now for Coding 4 Conservation's year-long mentorship program in R-based data analysis and communication for Malagasy students. Apply here by Friday, April 1, 2022 at 11:59 pm East Africa Time (GMT+3).
10 March 2022
On 3rd November 2021, Earthranger Announced Giraffe Conservation Foundation and Lion Guardians as the inaugral Conservation Tech Award Recipients. The two organizations are Harnessing the Power of Technology to Protect...
3 November 2021
The Centre for Statistics in Ecology, Environment and Conservation, a research group within the Department of Statistical Sciences at the University of Cape Town, is now hiring for a funded postdoc or PhD postion with...
1 November 2021
In this thought piece from Whale Seeker, Malcolm Kennedy considers the strengths of weaknesses of citizen science and AI, both used to analyze large amounts of conservation data, and discusses the importance of data...
19 August 2021
July 2024
October 2024
December 2023
event
68 Products
Recently updated products
Description | Activity | Replies | Groups | Updated |
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Hi everyone, I seek your help for the choice of my thesis subject, I hold a Master's degree in Management of protected areas and I have... |
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Camera Traps, Data management and processing tools, Protected Area Management Tools, Remote Sensing & GIS | 1 year 4 months ago | |
intrested. |
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Community Base, Data management and processing tools, Early Career, Emerging Tech | 1 year 4 months ago | |
No, I was never able to figure out how to send these to anyone on here. I was hoping to learn how to clear these videos up if possible! |
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Camera Traps, Data management and processing tools, Open Source Solutions, Software and Mobile Apps | 1 year 4 months ago | |
I'll just ask the question without further explanation : How could your work on data management be made easier?I am really interested. |
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Data management and processing tools | 1 year 5 months ago | |
Hi Steph. Would be interested also. |
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Biologging, Community Base, Connectivity, Data management and processing tools, Emerging Tech, Remote Sensing & GIS | 1 year 5 months ago | |
Hi Alex,I'd go much further along the lines that David @dtsavage sets out. Before jumping to implementations, better think through why you want to keep all that data, and for who... |
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Acoustics, Data management and processing tools | 1 year 6 months ago | |
The open-source program Audacity can show the spectrograms and histograms and has quite a lot of other useful features, e.g. playing ultrasound calls slower, so it can be heard by... |
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Acoustics, Citizen Science, Data management and processing tools, Open Source Solutions, Software and Mobile Apps | 1 year 6 months ago | |
Have a look at @tessa_rhinehart 's TechTutors on scaling up acoustic surveys. This is addressed at 11 min: The "hexadecapus" is the hardware, but transfer is automated by... |
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Camera Traps, Data management and processing tools | 1 year 7 months ago | |
Agreed that this would be super useful! It definitely would have served me well in undergrad when I was trying out some AI camera trap image analysis and ended up having to build... |
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Data management and processing tools | 1 year 7 months ago | |
Thanks so much!! |
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Acoustics, AI for Conservation, Biologging, Camera Traps, Community Base, Data management and processing tools, Drones, eDNA & Genomics, Emerging Tech, Open Source Solutions, Remote Sensing & GIS, Software and Mobile Apps | 1 year 7 months ago | |
Hi there Camilo, What an interesting project! If you are looking for a lower cost, but effective tools for acoustic monitoring you might want to look into two options: ... |
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Acoustics, AI for Conservation, Data management and processing tools, Sensors, Software and Mobile Apps | 1 year 7 months ago | |
Hello. I am a PhD candidate at Penn State University. I submitted a post to this group back in March and I am resubmitting... |
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Community Base, Data management and processing tools, Remote Sensing & GIS, Wildlife Crime | 1 year 8 months ago |
RFCx/Arbimon is Hiring a Data Scientist!
28 June 2023 9:37pm
Camera Trap Data Normalization Help
31 May 2023 2:45pm
16 June 2023 6:35pm
Absolutely, I am happy to provide it. Our objectives are 1) to improve the understanding of local and seasonal haul-out patterns, and the numbers of seals hauled out during daylight hours; 2) to investigate any haul-out patterns in relation to environmental factors.
We had 10 different cameras set up at two different survey areas (8 at one location and 2 at another). We are studying the two survey areas separately. At one of the locations there are 8 different survey sites within the area where seals haul-out, at the other location, there are 2 different survey sites within the area.
So far we have completed 3 survey seasons as well.
Let me know if there is anything else I can provide!
27 June 2023 6:03pm
Also, for more help, here is the link to the website where an old report is shown. Navy Marine Species Monitoring :: Time-lapse Camera Surveys of Pinnipeds in Southeastern Virginia
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
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.
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
16 June 2023 5:36pm
Hi Michelle,
it would be good to get some more information on your project. What question are you trying to answer? How many cameras did you have deployed? How many different study sites/haul-out areas are there?