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.

• cities
• place-based

• Artificial Intelligence
• Smart Cities and sensors
• Hardware

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

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

Get energy data with a few lines of code

• Affordable and clean energy

• Civic data
• Artificial Intelligence
• 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

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

• Emerging tech
• Artificial Intelligence
• Satellites

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

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

• Emerging tech
• Hardware
• Satellites

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
• Satellites
• 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

• Civic data
• Artificial Intelligence
• Machine vision

Supporting sustainability decision-making with the power of the cloud

• Microsoft

• The Tech
• Civic data
• Artificial Intelligence