Who We Are
Geospatial data and analysis is critical for conservation, from planning to implementation and measuring success. Every day, mapping and spatial analysis are aiding conservation decisions, protected areas designation, habitat management on reserves and monitoring of wildlife populations, to name but a few examples. The Geospatial group focuses on all aspects of this field, from field surveys to remote sensing and data development/analysis to GIS systems.
How to Get Started
Want to learn more about how remote sensing is used in conservation? Check out the first two episodes of this season of Tech Tutors, where our Tutors answer the questions How do I use open source remote sensing data to monitor fishing? and How do I access and visualise open source remote sensing data in Google Earth Engine? You can also check out our Virtual Meetup Archive for a range of panels that overlap with Geospatial topics, or take a look at our Earth Observation 101 lecture series from Dr. Cristian Rossi.
Our Purpose
The WILDLABS Geospatial Group is for conservation practitioners, geospatial analysts, and academics that want to:
- Share geospatial resources, best practices, data, and ideas;
- Network amongst geospatial and data practitioners;
- Create peer learning opportunities;
- Promote the use of free and open-source geospatial software; and
- Improve the use of GIS software and geospatial analyses in conservation management and research.
Group curators
Over 35 years of experience in biodiversity conservation worldwide, largely focused on forests, rewilding and conservation technology. I run my own business assisting nonprofits and agencies in the conservation community



- 5 Resources
- 62 Discussions
- 12 Groups
- @ahmedjunaid
- | He/His
Zoologist, Ecologist, Herpetologist, Conservation Biologist





- 63 Resources
- 7 Discussions
- 26 Groups
Fauna & Flora
Remote Sensing Scientist, Conservation Technology & Nature Markets @ Fauna & Flora - WILDLABS Geospatial Group Co-Lead



- 34 Resources
- 28 Discussions
- 8 Groups
- @Robincrocs
- | He/Him//El//Ele
Wildlife biologist, works with Caimans and Crocodiles
- 0 Resources
- 0 Discussions
- 15 Groups
- @HeinrichS
- | he/him
Conservation tech geek, custodian (some say owner) and passionate protector of African wildlife, business systems analyst.





- 0 Resources
- 29 Discussions
- 6 Groups
PhD student at the University of Wuerzburg, working on the influence of climate change on animal migration, especially the Northern Bald Ibis.
- 1 Resources
- 0 Discussions
- 6 Groups
My name is Sean Hill and I have been using off the shelf consumer drones and open source photogrammetry and Geographic Information Systems Software (GIS) since 2019 for conservation purposes. As of 2024 I have started an online training platform called GeoWing Academy



- 1 Resources
- 14 Discussions
- 6 Groups
- @StephODonnell
- | She / Her



- 193 Resources
- 676 Discussions
- 32 Groups
Paul Millhouser GIS Consulting
- 0 Resources
- 5 Discussions
- 4 Groups
Associate Wildlife Biologist M.S. Student



- 2 Resources
- 19 Discussions
- 7 Groups

- 0 Resources
- 7 Discussions
- 7 Groups
- @CathyNj
- | She
Catherine Njore is a seasoned Cartographer with over 18yrs experience and specializing in children cartography. She recently designed a Cartography: Fun with Maps Program(CFMP); a program that assists children to learn how to draw, read and use maps effectively.

- 7 Resources
- 54 Discussions
- 6 Groups
Hello, I am a PhD student studying birds and box turtles!
- 0 Resources
- 0 Discussions
- 9 Groups
I am a conservation technology advisor with New Zealand's Department of Conservation. I have experience in developing remote monitoring tech, sensors, remote comms and data management.
- 0 Resources
- 0 Discussions
- 15 Groups
- @hmanning
- | they/them
- 0 Resources
- 0 Discussions
- 3 Groups
Hi together, I am working on detecting causalities between land surface dynamics and animal movement by using satellite-based earth observation data. As this is might be your expertise I kindly ask for your support...
8 May 2025
Fires in Serengeti and Masai Mara National Parks have burned massive areas this year. With Google Earth Engine, it's possible to quantify burn severity using the normalized burn ratio function, then calculate the total...
29 April 2025
A fascinating journey of unleashing my potentials in spatial analysis using ArcGIS Pro and R programming.
20 April 2025
WWF’s Compass community provides network-coordinated, cutting-edge data and analytics that enable effective conservation decision making, policy, advocacy and monitoring for WWF. The intern will collaborate with members...
18 April 2025
White-tailed eagle recovery across multi-use landscapes in England
8 April 2025
Driving off-highway vehicles (OHVs), which contributes to habitat degradation and fragmentation, is a common recreational activity in the United States and other parts of the world, particularly in desert environments...
8 April 2025
The Airbus Foundation, in partnership with the Solar Impulse Foundation and Space4Good, has launched a Call for Projects to support initiatives using aerospace technology to enhance nature-based climate resilience. This...
4 April 2025
Funding
I have been a bit distracted the past months by my move from Costa Rica to Spain ( all went well, thank you, I just miss the rain forest and the Ticos ) and have to catch up on funding calls. Because I still have little...
28 March 2025
AMMonitor 2
16 March 2025
AMMonitor
16 March 2025
Link
mapmixture (R package).
16 March 2025
June 2025
event
event
October 2025
event
November 2025
March 2025
event
February 2025
event
126 Products
Recently updated products
Description | Activity | Replies | Groups | Updated |
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The loss of the free NICFI tropics data has been a huge loss for us at CI. We have many teams that were using it for lots of different use cases. If anyone has alternatives, we... |
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Geospatial | 3 days 23 hours ago | |
Hi all! I recently did a little case study using RGB drone data and machine learning to quantify plant health in strawberries. I wanted to... |
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Citizen Science, Conservation Tech Training and Education, Drones, Geospatial | 1 week 1 day ago | |
I have posted about this in a different group, but I love boosting the impact of my communication through use of visuals. Free graphics relating to conservation technology... |
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Geospatial, Climate Change, Community Base, Connectivity, Funding and Finance, Open Source Solutions | 3 weeks 3 days ago | |
One of our goals with explorer.land is to bridge satellite data and on-the-ground perspectives — helping teams combine field updates,... |
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AI for Conservation, Geospatial, Open Source Solutions, Sensors | 1 month ago | |
15 years ago I had to rebuild the dams on a game reserve I was managing due to flood damage and neglect. How I wished there was an easier,... |
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Drones, Conservation Tech Training and Education, Data management and processing tools, Emerging Tech, Geospatial, Open Source Solutions | 1 month 1 week ago | |
Hi @iainmcnicol , welcome to WILDLABS! Thanks for posting this on here. I have shared with my colleagues at Fauna & Flora who have some experience (especially with the... |
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Community Base, Geospatial, Protected Area Management Tools, Wildlife Crime | 1 month 1 week ago | |
A nice work from @dmorris! See his LK post. "Lots of information in the conservation literature is represented in maps (e.g., the... |
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AI for Conservation, Geospatial | 1 month 2 weeks ago | |
Yep see you on friday |
+3
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Geospatial, Acoustics, AI for Conservation, Camera Traps, Citizen Science, Community Base, Data management and processing tools, Emerging Tech, Open Source Solutions, Protected Area Management Tools | 1 month 3 weeks ago | |
Yep we are working on it 1/ segment 2/remote unwanted ecosytem3/get local potential habitat4/generate5/add to picture |
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Geospatial, AI for Conservation, Data management and processing tools, Open Source Solutions, Software Development | 1 month 3 weeks ago | |
All sound, would be nice if there were only 5, though! |
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AI for Conservation, Citizen Science, Data management and processing tools, Emerging Tech, Ethics of Conservation Tech, Funding and Finance, Geospatial, Open Source Solutions, Software Development | 1 month 4 weeks ago | |
Good morning JocelynThank you very much for your comment, this is proving to be very useful advice and thank you so much for setting me on the right path!! This is very exciting!!... |
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Animal Movement, Citizen Science, Human-Wildlife Conflict, Marine Conservation, Drones, Community Base, Geospatial | 1 month 4 weeks ago | |
Means so much. Thank you, @CathyNj. |
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Geospatial | 1 month 4 weeks ago |
Drone Photogrammetry & GIS Introduction (Foundation) Course

18 March 2025 12:47pm
mapmixture: An R package and web app for spatial visualisation of admixture and population structure
Modern GIS: Moving from Desktop to Cloud
12 March 2025 7:10pm
ICCB 2025 – Let’s Connect!
9 March 2025 5:06am
Hansen Global Forest Change Dataset
11 March 2025 11:12am
Data storage and Esri integration with Microsoft Azure
8 January 2025 10:30am
GPS collars for domestic dogs
20 January 2025 3:26am
20 February 2025 8:46pm
What are your parameters? Do you need yes no movement, which could be collected with an accelerometer and no lat-long data?
Movement on an XY grid once an hour within a tightly bounded area?
High resolution once per second data? Large geographic area?
Different technologies deliver ddifferent datasets. Sometimes, significantly!
10 March 2025 11:37am
Hi Stephanie, at https://Savannahtracking.com we develop and manufacture a variety of collars with sizes ranging from about 95 grams for Raptors, 200grams - 1200g for mammals, and collars for large mammals such as Elephants. We currently have collars deployed on Dingoes which are about the same size as domestic dogs, and I believe that a similar solution will be perfect for your needs.
Our GPS collars can be programmed to collect high resolution data (15-minute gps positions) with hourly uploads via iridium satellite to our server where you can view and download the data from our dedicated windows or MAC SDM platforms. We also have a view only android/ios app. All our collars have two-way satellite communication, Internet based downloading via the free accompanying Savannah Tracking data manager software, automated Google Earth links for visualization, fully user definable geo fencing allowing for point, line and polygon fences and automated app and mail alarms in case of zone violation.
Kindly reach out to us and we can discuss a bespoke solution for your tracking needs at info@savannahtracking.com
11 March 2025 3:31am
Thank you! I will follow up by email.
deadtrees.earth
9 March 2025 11:14am
spAbundance: An R package for single-species and multi-species spatially explicit abundance models
Businesses sharing data through GBIF
8 March 2025 10:06am
Arctic Community Wildlife Grants Program
7 March 2025 3:59pm
GIS E-learning Course 4: Becoming Confident in Spatial Analysis & Geoprocessing

5 March 2025 9:30am
GIS E-learning Course 3: Introduction to ArcGIS Pro

5 March 2025 9:25am
GIS E-learning Course 2: Introduction to QGIS

5 March 2025 9:20am
GIS E-learning Course 1: What is GIS and why should you care?

5 March 2025 9:15am
Definitions for open source software & hardware and why they're important
27 February 2025 10:58am
28 February 2025 5:26pm
Thanks for this excellent and thought-provoking post, Pen. I agree this is a binary yes/no issue, but there is a spectrum. There could also be philosophical nuances. For example, does excluding honey from a vegan diet meet the ethical criteria of veganism? It's an animal product, so yes, but beekeeping generally doesn't have the same exploitative potential as cow, sheep, or pig husbandry, right? However, looking strictly at the definition, honey is out if you want to be vegan.
Back to software! Isn’t the main issue that companies falsely claim to offer open source hardware/software? To avoid this, do you then have to create an accreditation system? Who polices it? Is it fair? Would users care that their software has the accredited open source stamp of approval? Ultimately, we need definitions to define boundaries and speak a common language.
4 March 2025 3:21pm
Thanks @VAR1 great insights! Funny you mentioned the honey thing, @hikinghack said the same in response on the GOSH forum.
I think the point I'm trying to make with the vegan comparison is that while it might not be 100%, it is close enough for us to have productive conversations about it without running in circles because we can't even agree on what we are talking about.
As for open source tech, there actually is accreditation for open source hardware (at least of a sort). The Open Source Hardware Association has a fairly mature certificate program:
OSHWA Certification
Certification provides an easy and straightforward way for producers to indicate that their products meet a well-defined standard for open-source compliance.
I am genuinely undecided whether such a formal accreditation system is required for open source software. My undecided-ness comes back to the food/agriculture analogy, where a similar issue exists for organic certification. Being certified organic could possibly, in some cases, be beneficial. However, certification can also be very onerous for small organic farmers who can't afford to get it.
But before we even think about accreditation, I echo your last sentence that we need definitions to define boundaries. These definitions, as I argue in my original post above, is not only about principles and philosophy, they are also a practical necessity for enabling effective communication!
Wildlife Monitoring Internship 2025
3 March 2025 3:02pm
Postdoc in bird modelling and remote sensing
28 February 2025 6:57pm
How much does it cost to incorporate Machine Learning into your drone GIS analysis process?
28 February 2025 8:44am
The 100KB Challenge!
7 February 2025 11:47am
20 February 2025 9:13am
Nice one - what kind of thing would you use this for?
~500mA peak current, it has a similar power profile as the current RockBLOCK product, in that it needs lots of juice for a for a small period of time (to undertake the transmission) we include onboard circuitry to help smooth this over. I'll be able to share more details on this once the product is officially launched!
20 February 2025 9:13am
~500mA peak current, it has a similar power profile as the current RockBLOCK product, in that it needs lots of juice for a for a small period of time (to undertake the transmission) we include onboard circuitry to help smooth this over. I'll be able to share more details on this once the product is officially launched!
20 February 2025 9:31am
Hi Dan,
Not right now but I can envision many uses. A key problem in RS is data streams for validation and training of ML models, its really not yet a solved problem. Any kind of system that is about deploying and "forgetting" as it collects data and streams it is a good opportunity.
If you want we can have a talk so you tell me about what you developed and I'll see if it fits future projects.
All the best
FLORITY
21 February 2025 9:24am
Saving Peatlands, Securing Our Climate Future
21 February 2025 8:32am
Global Forest Watch
6 February 2025 7:50pm
7 February 2025 1:26pm
Hi Elsa,
I've used it in both and found it easy and useful to use. Just left a review. Thank you for the prompt!
Best,
Vance
10 February 2025 7:04pm
Amazing! thank you :)
20 February 2025 9:21pm
And if you are new to GFW...this new glossary that was added recently is very helpful to understand some key terms.
Check it out here!
12 March 2025 1:55pm
Hi everyone, I’m excited to become a member of Wild Lab! I’m currently working on my master’s thesis, focusing on dormouse conservation. My research explores the behavioral responses of dormice to temperature and habitat patterns using camera trap data.
Additionally, I’d like to incorporate agent-based modeling to simulate species behavior. However, I’m a bit unsure about how to effectively apply modeling for predictions. If anyone here has experience with modeling, I’d love to connect and discuss!
Looking forward to learning from you all.
Best regards,