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Elsa contributed to Product - "Teal Tool"
Elsa contributed to Product - "Climate Ready Regions (CRA) Toolbox"
Elsa contributed to Product - "Climate Engine App"
Elsa contributed to Product - "Coastal Risk Screening Tool"
Elsa contributed to Product - "Climate Risk Dashboard"
Elsa contributed to Product - "World Bank Climate Change Knowledge Portal (CCKP)"
Elsa contributed to Product - "FAO Climate Risk Toolbox (CRTB)"
Elsa contributed to Product - "Resilience Atlas"
Elsa contributed to Product - "STRATA"
Elsa contributed to Product - "Whisp"
Elsa contributed to Product - "Forest Foresight"
Elsa contributed to Organisation - "Instituto de Investigaciones de la Amazonía Peruana (IIAP)"
Elsa contributed to Product - "PalmsCNN"
Elsa contributed to R&D Project - "ManglarIA"
Elsa contributed to Product - "Ecoscope"
Elsa contributed to Organisation - "Monitoring of the Andes Amazon Program (MAAP)"
Elsa contributed to Organisation - "M.A.P Scientific Services"
Elsa contributed to Organisation - "Amazónicos por la Amazonía (AMPA)"
Elsa contributed to Product - "Biome: Forest Inventory"
Elsa contributed to Product - "Forest Scanner"
Elsa contributed to Organisation - "Spatial Informatics Group"
Elsa contributed to Organisation - "Agisoft LLC"
Elsa contributed to Product - "Agisoft Metashape"
Groups
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Geospatial data and analysis are critical for conservation, from planning to implementation and measuring success. The Geospatial group focuses on all aspects of this field, from field surveys to remote sensing and data development/analysis to GIS systems. The ability to visualize and analyze spatial data underpins many areas of conservation, this group may serve as a landing point and gateway for those new to conservation technology.
🌍 Conservation technology is transforming how we protect wildlife, but are we thinking carefully enough about the risks? Drones, camera traps, GPS trackers, acoustic sensors, AI, and remote sensing have become essential tools for conservation practitioners around the world. They help us monitor species, detect threats, and respond faster than ever before. But these same technologies can also introduce unintended risks, and in some cases, can be exploited by those seeking to harm the very wildlife we're trying to protect. 🦏 Input now and/or join the discussions/research.
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- Latest Discussion
- Conservation Technology - Paris, France
Artificial intelligence is increasingly being used in the field to analyse information collected by wildlife conservationists, from camera traps and satellite images to audio recordings. AI can learn how to identify which photos out of thousands contain rare species; or pinpoint an animal call out of hours of field recordings - hugely reducing the manual labour required to collect vital conservation data. The AI For Conservation group is intended to unite and inspire all WILDLABS community members—whether already involved in AI for conservation, or not—to understand how to use and/or directly contribute to open-source research and development efforts.
- Latest Resource
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- Open-Source Solutions for Amphibian Passive Acoustic Monitoring: Lessons from Patagonia
Monitoring amphibians across the temperate forests of Patagonia presents significant logistical and technical challenges. Remote locations, harsh environmental conditions, and the large volumes of data generated by Passive Acoustic Monitoring (PAM) can make long-term biodiversity surveys difficult to implement and maintain. In addition, environmental data often relies on multiple independent devices, increasing costs, complexity, and logistical demands in remote field conditions. Through the WILDLABS Awards 2025, our team explored practical ways to address these challenges by combining open-source hardware, environmental sensing, and AI-assisted acoustic analysis.
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Anyone can become a citizen scientist - even experts! If you're excited about exploring new areas of conservation tech, contributing to projects, or developing and launching your own citizen science projects or apps, this is the group for you.
🌍 Conservation technology is transforming how we protect wildlife, but are we thinking carefully enough about the risks? Drones, camera traps, GPS trackers, acoustic sensors, AI, and remote sensing have become essential tools for conservation practitioners around the world. They help us monitor species, detect threats, and respond faster than ever before. But these same technologies can also introduce unintended risks, and in some cases, can be exploited by those seeking to harm the very wildlife we're trying to protect. 🦏 Input now and/or join the discussions/research.
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There are educators everywhere working to teach and train the next generation of sustainability minded students. Whether in formal settings (K-12, undergraduate, graduate) settings or informally as science communication now it is more important than ever to work towards advancing Conservation Tech education. By working on interdisciplinary teams we can help develop teaching and training tools to help expand the field of Conservation Technology creation.
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- What Happens When Conservation Technology Leaves the Lab? Lessons from Training Rural Communities in the Brazilian Cerrado
Thanks to support from the WILDLABS Awards through the Boring Fund, funded by Arm, we were able to deliver a conservation technology training programme designed to make wildlife monitoring tools more accessible to rural communities.
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Conservation tech work doesn't stop after data is collected in the field. Equally as important to success is navigating data management and processing tools. For the many community members who deal with enormous datasets, this group will be an invaluable resource to trade advice, discuss workflows and tools, and share what works for you.
- Latest Resource
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- Wild Moves and Wild Album: New GBIF Data Portals for Animal Tracking and Camera Trap Data
New data portals are making it easier to discover and explore wildlife tracking and camera trap datasets from around the world.
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Used to pick up signals from tracking gear on the ground, collect images of wildlife and habitats from the air, gather acoustic data with specialized hydrophones, or even collect snot samples from whales' blowholes, drones are capable of collecting high-resolution data quickly, noninvasively, and at relatively low cost.
🌍 Conservation technology is transforming how we protect wildlife, but are we thinking carefully enough about the risks? Drones, camera traps, GPS trackers, acoustic sensors, AI, and remote sensing have become essential tools for conservation practitioners around the world. They help us monitor species, detect threats, and respond faster than ever before. But these same technologies can also introduce unintended risks, and in some cases, can be exploited by those seeking to harm the very wildlife we're trying to protect. 🦏 Input now and/or join the discussions/research.
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- 225
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- Latest Discussion
- Looking for partners: Improving conservation funding and reporting
The number one problem in nature conservation is the need for more money or access to funding. This group aims to help all WILDLABS community members with funding and financing their projects. The group is called Funding and Finance to draw attention to the possibilities of funding (i.e., grants, awards, and other gifts) and finance (loans and venture capital investment in nature conservation projects and start-ups). These topics should be seen in their wider contexts, including that of a project or organisation’s income or business model.
- Latest Resource
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- WILDLABS Awards 2026: Meet the Judges
While the WILDLABS Awards 2026 submissions are in the final round of judging, meet the panel that is currently reviewing the shortlist of applications.
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- Latest Discussion
- Looking To Utilize My Skillsets To Help
The conservation tech community has the power to help us understand and overcome the enormous challenges posed by climate change. Join our Climate Change group to meet others who are passionate about using their expertise to innovate new solutions and find reasons to be optimistic about tech's potential in the fight against climate disasters.
🌍 Conservation technology is transforming how we protect wildlife, but are we thinking carefully enough about the risks? Drones, camera traps, GPS trackers, acoustic sensors, AI, and remote sensing have become essential tools for conservation practitioners around the world. They help us monitor species, detect threats, and respond faster than ever before. But these same technologies can also introduce unintended risks, and in some cases, can be exploited by those seeking to harm the very wildlife we're trying to protect. 🦏 Input now and/or join the discussions/research.
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Protected area management systems empower essential frontline conservationists to monitor wildlife and ecosystems in real-time. With tools like SMART, EarthRanger, and Esri's Conservation Land Management toolkit, users can collect, integrate, and display data from across landscapes to ensure that key information from the field gets to decision-makers in time to make a difference. This group is the place for new and experienced users of these tools alike to ask questions, share experiences, and work together to improve their effectiveness in critical conservation landscapes around the world.
🌍 Conservation technology is transforming how we protect wildlife, but are we thinking carefully enough about the risks? Drones, camera traps, GPS trackers, acoustic sensors, AI, and remote sensing have become essential tools for conservation practitioners around the world. They help us monitor species, detect threats, and respond faster than ever before. But these same technologies can also introduce unintended risks, and in some cases, can be exploited by those seeking to harm the very wildlife we're trying to protect. 🦏 Input now and/or join the discussions/research.
Group
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- 911
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- Latest Discussion
- Issues with new model of wildlife cameras
Looking for a place to discuss camera trap troubleshooting, compare models, collaborate with members working with other technologies like machine learning and bioacoustics, or share and exchange data from your camera trap research? Get involved in our Camera Traps group! All are welcome whether you are new to camera trapping, have expertise from the field to share, or are curious about how your skill sets can help those working with camera traps.
- Latest Resource
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- Wild Moves and Wild Album: New GBIF Data Portals for Animal Tracking and Camera Trap Data
New data portals are making it easier to discover and explore wildlife tracking and camera trap datasets from around the world.
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The East Africa Community is WILDLABS first regional hub. This group creates a space to foster connections and collaboration between conservation and technology players in the Silicon Savannah.
🌍 Conservation technology is transforming how we protect wildlife, but are we thinking carefully enough about the risks? Drones, camera traps, GPS trackers, acoustic sensors, AI, and remote sensing have become essential tools for conservation practitioners around the world. They help us monitor species, detect threats, and respond faster than ever before. But these same technologies can also introduce unintended risks, and in some cases, can be exploited by those seeking to harm the very wildlife we're trying to protect. 🦏 Input now and/or join the discussions/research.
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Elsa's Content
Global map of the dominant driver of tree cover loss at 0.01° resolution (~1km) for the period 2001-2025. This is the latest update for this dataset.
13 June 2026
The GIS team is the focal point for all mapping and spatial data management activities within the landscape and plays a critical role in supporting land-use planning and decision-making. The GIS Assistant will work...
12 June 2026
Link
Shippy
Elsa
First free and transparent AI agent for real-time maritime domain awareness. Now inviting early adopters to shape its future.
10 June 2026
In Kenya’s arid and semi-arid north, where livelihoods depend on healthy rangelands and reliable water, conservation managers need reliable data. The Isiolo County Conservancies Association (ICCA) is putting Earth...
4 April 2026
Link
The Wetlands Insight Tool (WIT) provides insights into a wetland’s seasonal and interannual dynamics. WIT is a spatiotemporal summary of a wetland that combines multiple datasets derived from the Landsat archive held...
4 April 2026
Ecosystems are under pressure from environmental change and human activity, while data to support decision-making remains limited. An initiative supported by the Global Development Assistance demonstrated how satellite...
4 April 2026
Link
The Miti360 Dataset
Elsa
A high-resolution, multi-modal dataset for machine learning in African forestry, developed by the Centre for Data Science and Artificial Intelligence (DSAIL) at Dedan Kimathi University of Technology.
2 April 2026
GFW’s integrated disturbance alerts layer now detects alerts across all vegetation globally. We have newly added the global vegetation disturbance alerts (DIST-ALERT) to the integrated alerts layer — formerly integrated...
7 February 2026
Link
Global Nature Watch
Elsa
Global Nature Watch is an experimental, open, AI-powered system that combines peer-reviewed research from Land & Carbon Lab and Global Forest Watch in a simple, chat-style interface. Users can ask questions in plain...
7 February 2026
Ten global forest datasets agreed on only 26% of mapped forest area Data choice can cause an order-of-magnitude uncertainty in key indicator estimates Disagreement was highest in fragmented or sparsely treed biomes...
1 February 2026
Link
We have good data on pressures like land conversion and growing data on ecological responses like species abundance, but we have lacked a consistent “vital sign” for the ecosystem itself. The Ecosystem Integrity Index (...
1 February 2026
Elsa commented on "Call for Collaboration: Share your voice at ICTC next week! "