Calculating Cities’ Carbon Footprint with Google Maps

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A new use for Google Maps: calculating a city’s carbon footprint

The Environmental Insights Explorer calculates emissions from buildings, car trips, and public transport to illustrate how a city’s sustainability efforts are faring.

Written by Adele Peters,, September 10, 2018

Looking at a city’s Google Maps data, in combination with other data, a new tool from Google can estimate the carbon footprint of all of its buildings–and the carbon footprint of all the car trips, bus and subway rides, and other transportation used by the people living there.

The Environmental Insights Explorer, an online tool that launched in beta on September 10 and is still in development, is designed to help cities deal with the first step of a plan to reduce emissions: knowing what their current carbon footprint is. More than 9,000 cities have already committed to cut emissions in line with the goals of the Paris Agreement, but more than a third of those cities haven’t yet built an inventory of emissions. The process can take months or even years, and cost hundreds of thousands of dollars, making it particularly challenging for smaller cities.

The new tool, which Google created along with the Global Covenant of Mayors for Climate and Energy, can help cities calculate a large chunk of those emissions at no cost. “This is looking at the thousands of cities that are out there today that don’t typically have the resources to spend on digging up the data or analyzing the data,” says Nicole Lombardo, who leads partnerships for Google’s environmental insights team, which is creating the tool. “This tool helps to do some of that and reduce some of the complexities and the cost in that process, so you have more people spending less time data gathering and data crunching and more on the action planning.”

Using Google Maps data, the tool can infer whether buildings are homes or businesses, and then can use the estimated size of each building and data about the regional grid to estimate both how much energy the buildings use and the emissions of that energy use. Using location data from Google Maps, the tool can infer traffic and modes of travel, and then estimate the emissions from that transportation.

Cities can go deeper into the tool to adjust the data to estimate how the footprint would change if the amount of housing grew, for example, or if the city added a new subway line. The tool also pulls in Google’s Project Sunroof, which uses AI to analyze satellite images to determine which roofs are well suited for solar power, so cities can consider solar power as they begin to plan how to cut emissions.

Because Environmental Insights Explorer is in beta now, it’s only possible to see the analysis for a handful of cities. The team is now working with cities to refine the design and ensure the accuracy of the data. But it ultimately wants to offer the tool wherever it has available data. “The beauty is we’re sitting on a massive data set that is standardized and able to scale,” says Lombardo.


This article was written by Adele Peters and was originally posted on