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
3point.xyz
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



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





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



- 42 Resources
- 49 Discussions
- 9 Groups
No showcases have been added to this group yet.
- @Paladitya
- | He/His
Conservation biologist from Nepal and the founder of the Nature Conservation and Research Committee. He spearheads initiatives like the Bengal Florican Project, Birders of Nepal podcast, Wild Chapter, and The Ornithology, all aimed at advancing grassroots across South Asia.
- 0 Resources
- 1 Discussions
- 5 Groups
Environmental Science graduate from Cal Poly SLO, dedicated to resource conservation and eager to learn more about how AI can influence global sustainability.
- 0 Resources
- 0 Discussions
- 2 Groups
- @Freaklabs
- | He/Him
Freaklabs
I'm an engineer and product designer working in conservation technology. I specialize in technology for landscape restoration and wildlife behavioral ecology.



- 1 Resources
- 307 Discussions
- 20 Groups

- 0 Resources
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African Parks
- 0 Resources
- 0 Discussions
- 10 Groups
Coach, consultant, volunteer, and donor



- 0 Resources
- 58 Discussions
- 12 Groups
Machine learning engineer with extensive data engineering knowledge passionate about ocean conservation. Currently focused on applying deep learning to ocean climate and biodiversity datasets. Based in India, open to global relocation or collaboration.
- 0 Resources
- 2 Discussions
- 7 Groups
- @crazybirdguy
- | Him
Field Biologist at Yayasan Cikananga Konservasi Terpadu, Indonesia, with experience and interest mainly in ornithology, citizen science and bioaccoustic

- 0 Resources
- 10 Discussions
- 12 Groups
Soil science, droughts effect of poverty, human rights advocate, wage equality in Europe, Drones in Digital Education




- 4 Resources
- 11 Discussions
- 18 Groups
- @aswathyjose86
- | she
- 0 Resources
- 0 Discussions
- 9 Groups
- @Anandi7316
- | she / her
Ecologist, Doctoral researcher @ ARI-Pune | Biodiversity- rock outcrops ecology
- 0 Resources
- 0 Discussions
- 8 Groups
- @KC
- | she/her
- 0 Resources
- 0 Discussions
- 8 Groups
How many samples do you hope to collect on your next field assignment? 50, 100 or 1000? How about billions. It may seem overly optimistic, but as Dr Phil Wilkes explains, that’s the reality when using Light Detection...
4 April 2017
The Conservation Leadership Programme (CLP) is a training and capacity building programme that targets individuals from developing countries who are early in their conservation career and demonstrate leadership...
21 November 2016
Do you work on conserving Neotropical migratory birds? Do you need funding? Why not apply for a grant from the U.S. Fish and Wildlife Service through the Neotropical Migratory Bird Conservation Act's grant program? The...
8 November 2016
As a visiting research scholar with UNODC, Isla Duporge asked wildlife crime experts about their experiences using remote sensing technologies to combat illicit wildlife and forest activities. In this article, Isla...
7 November 2016
The Independent Evaluation Office of the Global Environment Facility is requesting Expressions of Interest from individual consultants to conduct remote sensing and geospatial analysis for Evaluation of Programmatic...
4 August 2016
When Victoria Espinel, President and CEO of BSA | The Software Alliance, spoke at the WWF Fuller Symposium, she took us on a whistle-stop tour of case studies where software and data are transforming our understanding...
10 March 2016
What can light beams tell us about the state of tropical forests? New research from Nature Conservancy scientists demonstrates that lidar — a way of remotely mapping forests with lasers — is an effective and accurate...
8 March 2016
Katherine Chou, Product Lead at Google[x] Labs, sees technology as a way to make the impossible, possible. She explores differences in how wildlife NGOs and the tech sector think and plan, and what the conservation ...
22 December 2015
John Amos, President of SkyTruth, explores how remote sensing is being used in conservation today and the importance of sky-truthing. He examines the role that citizen scientists can play in increasing transparency in...
21 December 2015
The speed at which data travels from the point of collection to a format which is understandable and useful for decision makers can be of critical importance. In this case study, Tim Wilkinson discusses a powerful suite...
6 November 2015
September 2025
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131 Products
Recently updated products
Description | Activity | Replies | Groups | Updated |
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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 | 4 months 3 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 & Mobilisation, Emerging Tech, Open Source Solutions, Protected Area Management Tools | 5 months 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 & Mobilisation, Open Source Solutions, Software Development | 5 months ago | |
All sound, would be nice if there were only 5, though! |
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AI for Conservation, Citizen Science, Data Management & Mobilisation, Emerging Tech, Ethics of Conservation Tech, Funding and Finance, Geospatial, Open Source Solutions, Software Development | 5 months 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 Coexistence, Marine Conservation, Drones, Community Base, Geospatial | 5 months ago | |
Means so much. Thank you, @CathyNj. |
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Geospatial | 5 months ago | |
Hello! I'm wondering whether there's anyone on here who would be able to offer me some guidance on storing spatial data in Microsoft Azure... |
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Geospatial | 7 months 2 weeks ago | |
Thank you! I will follow up by email. |
+8
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Animal Movement, Conservation Dogs, East Africa Community, Geospatial, Sensors, Women in Conservation Tech Programme (WiCT) | 5 months 2 weeks ago | |
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... |
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Open Source Solutions, AI for Conservation, Conservation Tech Training and Education, Ethics of Conservation Tech, Geospatial, Software Development | 5 months 3 weeks ago | |
How much does it cost to incorporate machine learning into your conservation drone geospatial analysis? How does it speed up your workflow... |
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Conservation Tech Training and Education, Drones, Geospatial, Open Source Solutions, Sensors, Software Development | 6 months ago | |
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... |
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Emerging Tech, AI for Conservation, Animal Movement, Build Your Own Data Logger Community, Camera Traps, Connectivity, Conservation Tech Training and Education, Data Management & Mobilisation, Geospatial, Sensors | 6 months 1 week ago | |
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! |
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Geospatial | 6 months ago |
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
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!
Climate changes in wildlife protected areas
14 August 2024 11:26am
14 August 2024 5:27pm
Hi Norah!
This is a great concern! Kudos!
Climate change data especially for such a long time can help us answer a lot of questions including the few listed below:
- How has the climate variability affected the trend of species in the ecosystem? (You can choose to study a specific specie of animal or plant) and respond on their increase and (or) extinction.
- How has climate variability affected or supported the survival rate of introduced species?
- Climate variability is one among many factors of invasion, how is the invasion rate in your ecosystem?
- You can also answer on the general topic of your ecosystem’s health with the data!
I would love to read a paper from the data you have! Very resourceful!
Break the leg!
14 August 2024 8:15pm
Great minds think alike. In awe that some of our questions synchronized🤭...thanks so much tina♥️
11 February 2025 5:17pm
I agree Adventina. I am also interested in "How has the climate variability affected the trend of BAT species in the ecosystem? and respond on their increase and (or) extinction.
@Norah, I am also interested in the findings regardless of the species you pick. In 2022 - 2023 we created a climate database for an NGO project in Amhara, Ethiopia. It would be cool to come up with a climate variability databasa for the park.
Nature Tech intern
Tropical fieldwork funding! Up to $15,000 -Susan Wojcicki Fellowship
10 February 2025 7:01pm
🌍 explorer.land Beginners Webinar: Create your first project and funding opportunity
6 February 2025 1:05pm
rmacrostrat: An R package for accessing and retrieving data from the Macrostrat geological database
Rewilding Affric Highlands – GIS and Data Officer
31 January 2025 9:38am
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.