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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- 1 Groups
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
Climasens’ platform is now being used by Australian Councils to support disaster resilience efforts. It’s inaugural product, HeatSens, is being used to bridge the gap between emergency management and climate change...
30 May 2023
Careers
We are a team of ecologists and technologists who believe good business must be good for nature. We’re building an economy that puts nature and business in balance by incentivising the restoration of nature at scale.
16 May 2023
We are a team of ecologists and technologists who believe good business must be good for nature. We’re building an economy that puts nature and business in balance by incentivising the restoration of nature at scale.
2 May 2023
Article from 2021 but it popped up on my feed today, might be of interest to our remote sensing group!
24 April 2023
Global Fishing Watch are looking for a data scientist to join the Research and Innovation team. Help us tackle geospatial data fusion problems to produce the most complete picture of human activity at sea.
19 April 2023
How to use geospatial data for rapid analyses of forest carbon projects
5 April 2023
How environmental consultancy Eticwood use geospatial data for rapid forest carbon project assessments
24 March 2023
Article
This technical workshop was recorded at the Esri Developer Summit 2021. Presenters use packages to make GIS workflows reproducible through code, work with spatial data and make relevant maps using open source packages...
21 March 2023
The Innovation in Practice edition of Methods in Ecology and Evolution is still seeking proposals about conservation technology
6 March 2023
Last week's Variety Hour is now up on youtube. It was a great session - we covered Moveapps, an awesome community project building marine biologgers, chatgpt and google earth engine vs microsoft's planetary computer....
3 March 2023
Scholarships available for training courses focussing on nature restoration in East Africa
21 February 2023
September 2025
October 2025
event
November 2025
event
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March 2026
February 2025
event
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131 Products
Recently updated products
Description | Activity | Replies | Groups | Updated |
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Dear @gcamara , thank you so much for your elaborate reply. I am afraid, I am still overlooking something. Do I understand correctly, that the relationship between EO and local... |
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Geospatial | 2 years 5 months ago | |
I'm curious to understand how people are using satellite data. What problems does satellite imagery solve for you?... |
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Geospatial, Software Development | 2 years 5 months ago | |
Hi all,I've been quickly developing in-house drone services in the UK for Providence Ecological and have found some useful information for building a workflow with Rich... |
+8
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Geospatial, Drones | 2 years 6 months ago | |
Oh good call! I'll add that to our events calendar as well :) |
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Geospatial, Sensors | 2 years 6 months ago | |
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 & Mobilisation, Protected Area Management Tools, Geospatial | 2 years 7 months ago | |
I just came across this interesting paper in which seismic monotoring of animals like elephants was mentioned. This is the study refered to:Cheers,Lars |
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AI for Conservation, Camera Traps, Emerging Tech, Ethics of Conservation Tech, Human-Wildlife Coexistence, Geospatial, Sensors | 2 years 8 months ago | |
Hi Steph. Would be interested also. |
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Animal Movement, Community Base, Connectivity, Data Management & Mobilisation, Emerging Tech, Geospatial | 2 years 8 months ago | |
Thanks so much!! |
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Acoustics, AI for Conservation, Animal Movement, Camera Traps, Community Base, Data Management & Mobilisation, Drones, eDNA & Genomics, Emerging Tech, Open Source Solutions, Geospatial, Software Development | 2 years 11 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 & Mobilisation, Geospatial, Wildlife Crime | 2 years 11 months ago | |
HI benard sorry am replying late,and yes i the data was exported as shapefile 2.i used same projection which is 37N WGS 84 on both apps and still the exported shape file... |
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Geospatial, East Africa Community | 3 years 1 month ago | |
@gracieermi & I are happy to announce the latest update to the Conservation Tech Directory, bringing our total resources in the... |
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Acoustics, AI for Conservation, Animal Movement, Camera Traps, Community Base, Data Management & Mobilisation, Drones, eDNA & Genomics, Geospatial, Software Development | 3 years 2 months ago | |
Hey all! Just thought I would share the link to this wonderful new issue of National Geographic. Very powerful data visualisation of some... |
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Geospatial | 3 years 3 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.