ARSET offers satellite remote sensing training that builds the capacity of organizations to use NASA Earth science data in their decision-making.

• Learn about civic tech
• Mapping
• Courses

The New York Climate Exchange is a nonprofit that unlocks climate solutions by activating a unique partner model and climate campus—coming to Governors Island in 2029.

• Civic data
• Meet the others
• Partner networks and coalitions

Created for businesses with air and water permits who want one software for inspections, emissions calculations, and reporting - that operations actually uses.

• Mapping tools
• Environmental data
• Regulation

Global energy sector methane emissions estimated by using facility-level satellite observations

• Emerging tech
• Peer-reviewed research
• Environmental data

PUDL (pronounced puddle) is a data processing pipeline created by Catalyst Cooperative that cleans, integrates, and standardizes some of the most widely used public energy datasets in the US.

• Civic data
• Open civic data
• Environmental data

This study aimed to develop accurate short-term air quality forecasting models for Asunción, Paraguay using machine learning algorithms.

• Artificial Intelligence
• Smart Cities and sensors
• Machine learning

Amazon Mining Watch uses machine learning to map the scars of gold mining activities in the Amazonian countries.

• Artificial Intelligence
• Open source
• Machine learning

MethaneMapper is an open-source, AI-powered hyperspectral imaging tool to detect methane emissions and trace them to their sources.

• Artificial Intelligence
• Consumer watchdogging
• Environmental data

The "Map of Polish Trees" is a nationwide, social project aimed at creating an inventory of trees growing across Poland.

• trees

• Civic maps
• Crowdsourcing
• Environmental data

The Under the Surface project, coordinated by Arena for Journalism in Europe and initiated by Datadista, delved into official data from European countries to reveal, for the first time, the extent of the danger we face.

• Clean water and sanitation
• Climate action

• Media
• Journalism
• Civic maps

UP42 transforms how organizations order, access, and analyze Earth observation data.

• commercial

• Civic data
• Mapping
• Mapping platforms

Air quality has improved or remained steady across the five boroughs since congestion pricing launched in January, according to a new batch of data released by the city Department of Health — another sign that the traffic toll is delivering a better city.

• air quality
• mobility
• congestion pricing

• Civic data
• Environmental data

To address the issues associated with flash floods, especially the lack of capacity to develop effective flash flood warnings, the Flash Flood Guidance System (FFGS) was designed and developed for interactive use by meteorological and hydrological forecasters throughout the world.

• floods

• Civic data
• Disaster response and humanitarian tech
• Environmental data

O Diários do Clima filtra informações dos diários oficiais municipais para você encontrar o que precisa mais fácil e rapidamente

• Climate action
• TICTeC 25

• Civic data
• Watchdogging and transparency
• Government transparency

Crowdsourced reporting on Illegal Factories on Farmland in Taiwan

• Sustainable cities and communities
• g0v

• Civic maps
• Crowdsourcing
• Environmental data

The largest dataset of deep seafloor imagery ever assembled, showing "we have visually observed less than 0.001%"

• Life below water

• Crowdsourcing
• Environmental data

How do we ensure that community data from Papua New Guinea’s protected areas is reported and heard?

• biodiversity
• animals
• apps

• Evaluate impact
• Crowdsourcing
• Environmental data

We envision a future where technology and data power positive social change

• Climate action
• humanitarian

• Artificial Intelligence
• Civic data
• Disaster response and humanitarian tech

The SAGA Smart Machinaka Project is a demonstration project that aims to improve the convenience of the city center of Saga City through the use of technologies such as AI and IoT, and to create a city that is easy to live in.

• city
• place-based
• Sustainable cities and communities

• Artificial Intelligence
• Smart Cities and sensors
• Dashboards

A comprehensive collection of six years of telemetry data from three Google buildings, providing real-world insights for developing and validating optimal control solutions.

• Climate action
• buildings
• Google

• Civic data
• Environmental data

Get energy data with a few lines of code

• Affordable and clean energy

• Artificial Intelligence
• Civic data
• Environmental data

A powerful tool designed to train reinforcement learning agents to optimize energy consumption and minimize carbon emissions in buildings.

• buildings
• Google
• Climate action

• Civic data
• Open civic data
• Environmental data

FireBench is the largest high-fidelity wildfire simulation dataset, enabling the generation of ensembles of fire evolution scenarios and combining observational environmental data with high-fidelity simulations.

• fires

• Civic data
• Environmental data
• Digital twins (of places)

Data visualization plots showing the changing trends in outdoor concentrations of particulate matter (PM2.5) air pollution from 1850 to 2021 in cities around the world

• air quality

• Civic data
• Data visualization
• Environmental data

Clay is a nonprofit team on a mission to make Earth observation as useful and ubiquitous as a Google search. We believe in using open, responsible AI to make Earth observation a force for positive change.

• mining
• forests
• Climate action

• Artificial Intelligence
• Emerging tech
• Environmental data

Increasing shared understanding of our world through community-led initiatives that make data easier to access and use.

• Emerging tech
• Hardware
• Environmental data

This project is using geospatial technology to solve the climate mobility data gap and inform required food security and planning interventions.

• migration
• Climate action

• Civic data
• Environmental data

Land & Carbon Lab partners with leading scientists and technologists to harness the power of artificial intelligence and geospatial monitoring to build cutting edge, open access monitoring systems for the world’s land and its nature-based carbon.

• Climate action
• Responsible consumption and production
• Life on land

• Civic data
• Environmental data

In the period between the beginning of 2021 and the middle of 2022, we investigated open-source digital infrastructures used by communities that are under the constant threat of violation of civil and environmental rights.

• Sustainable cities and communities
• Climate action
• reports

• Advocacy tech
• Environmental data

Building spaces to grow the global conversation on environmental data access and use

• Climate action
• Sustainable cities and communities

• Civic data
• Civil society research outfits
• Environmental data

Just like how we use AI to detect sidewalks, street signs and road names in satellite imagery to display helpful information in Google Maps, we’ll also use AI to identify oil and gas infrastructure, like oil storage containers, in our imagery. Then, we’ll combine it with EDF’s information about oil and gas infrastructure to locate where the emissions are coming from.

• Google
• Climate action
• methane

• Civic maps
• Civic features
• Environmental data

Help us create the world's most advanced open database on litter, brands & plastic pollution.

• Sustainable cities and communities
• apps

• Civic data
• Crowdsourcing
• Blockchain

FathomNet is an open-source image database for understanding our ocean and its inhabitants

• Life below water

• Civic data
• Environmental data

The Africa Data Hub Climate Observer is designed to help journalists and academics reporting and researching climate change in Africa.

• Climate action

• Civic data
• Environmental data

Deploying Open Data to Enable Kenyan Households & Communities Conserve Fresh Water Resources, including civic literacy campaigns and IoT monitoring of water supply and quality

• Clean water and sanitation
• Climate action

• Civic data
• Smart Cities and sensors
• Environmental data

Consolidation of underwater video data will catalyze a new era of discovery.

• Life below water

• Artificial Intelligence
• Civic data
• Machine vision

Supporting sustainability decision-making with the power of the cloud

• Microsoft

• The Tech
• Artificial Intelligence
• Civic data