Work Truck Logo
MenuMENU
SearchSEARCH

Fleet Analytics Tool Predicts Carbon Emissions Per Route

The tool predicts the amount of carbon dioxide emissions considering factors such as vehicle and fuel type, traffic conditions, and road attributes.

January 10, 2022
Fleet Analytics Tool Predicts Carbon Emissions Per Route

The CO₂ Insights tool was developed by Swiss retailer Migros and Empa, a research institute for materials science and technology, and relies on location data and services from Here Technologies. 

Photo courtesy of Here Technologies

3 min to read


Location data provider Here Technologies announced a new commercial fleet analytics tool at CES on Jan. 5. The tool predicts the amount of carbon dioxide (CO₂) emissions per route, considering factors such as vehicle and fuel type, traffic conditions, and the road networks’ physical attributes, including topography, curvature, slope and elevation, according to a news release.

Ad Loading...

CO₂ Insights also recommends the most appropriate commercial vehicle with the most appropriate engine (diesel, electric, bio-gas, or hydrogen) to produce the least CO₂ for any given route, helping fleets transition to CO₂ neutral.

Ad Loading...

CO₂ Insights – under the name of M Opex Tower – was developed by leading Swiss retailer Migros and its strategic partner Empa, relying on Here's location data and services. Migros has used the tool to investigate the environmental impact of its own fleet and drive the transition from diesel vehicles to alternative fuel options such as biogas, electric, and hydrogen. The retailer built its CO₂ analytical tool with the Here Routing API, enabling fleet managers to deliver optimized navigation routes incorporating the attributes of the roadway, legal, and physical restrictions and adjusted road hierarchy and topology.

CO₂ Insights is certified by myclimate, an organization that helps calculate and offset emissions. For this offset, the CO₂ calculation takes into account the energy consumed for transportation (tank-to-wheel) and emissions from fuel production (well-to-tank). Indirect emissions from vehicle manufacturing, maintenance and disposal, as well as the emissions produced to build the infrastructure used by the vehicle are also considered. The CO₂ calculation is certified according to DIN EN 16258 and ISO 14040.

“Sustainability has always played a major role for Migros," said Rainer Deutschmann, director security & traffic, Federation of Migros Cooperatives. "The innovative tool we have recently developed helps us reach our goal to reduce CO₂ emissions in road transport by 70% by 2030 and thus consolidate our position as one of the most sustainable retailers in the world. With its extensive network in the transport and logistics industry, Here Technologies is the right partner to get other companies to benefit from our innovation.”

“In addition to offering our customers the fastest and shortest routes, we are now in a position to predict the amount of CO₂ produced by any given type of commercial truck on any given route," added Jørgen Behrens, chief product officer at Here Technologies. "We can even identify which combination of truck model and fuel is least polluting. We are proud to see our road attributes powering CO₂ Insights in support of building CO₂ neutral fleets. This is an important contribution to help the EU reach its objectives of climate neutrality by 2050."

CO₂ Insights will be free of charge for evaluation purposes until March 31, 2022, for Here's customers.

Originally posted on Automotive Fleet

More Green Fleet

Kalmar Ottawa electric terminal tractor drives on a paved roadway with an operator in the cab, showcasing the zero-emission yard truck in an outdoor commercial fleet setting.
Green Fleetby News/Media ReleaseJuly 24, 2026

WTC Group Expands Sustainable Operations with Kalmar Ottawa T2 EV Fleet

Commercial adoption of the Kalmar Ottawa T2 EV terminal tractor continues to grow as customers add the zero-emission yard tractor to their fleets. WTC Group has placed an order for a Kalmar Ottawa T2 EV.

Read More →
A man in a blue blazer stands beside a ROUSH CleanTech truck and propane autogas fueling dispenser at an industry trade show.
Green Fleetby Lauren FletcherJuly 23, 2026

Where Propane Autogas Fits in Today's Fleet Fuel Strategy

Learn more from PERC's Joel Stutheit, as he explains why propane autogas remains a practical alternative for fleets seeking to reduce emissions without sacrificing operational flexibility.

Read More →
Schneider Electric Charge Pro Level 2 AC commercial EV charger mounted in a parking garage, with an electric vehicle parked nearby. Promotional graphic highlights the Charge Pro charging solution for commercial electric vehicle fleets.
Green Fleetby News/Media ReleaseJuly 22, 2026

Schneider Electric Simplifies Commercial EV Charging with New Charge Pro for the U.S.

Schneider Electric’s updated Charge Pro Level 2 chargers deliver reliable, flexible charging for multi-unit dwellings, fleets and workplaces, as well as public and destination charging locations such as hotels and retail centers.

Read More →
Ad Loading...
Cover of the "Top 50 Green Fleets" report presented by Automotive Fleet and Inspiration Fleet, featuring an aerial nighttime photo of a lit highway interchange with looping ramps.
SponsoredJuly 16, 2026

The Top 50 Green Fleets

The List Is in: The Top 50 Green Fleets

Read More →
Two ChargePoint fast-charging stations branded ONVO stand in a roadside charging area, flanked by signs reserving parking for electric vehicles while charging.
Green Fleetby News/Media ReleaseJuly 14, 2026

ChargePoint and Onvo Expand Highway Fast Charging Across the Northeastern U.S.

ChargePoint is working with Onvo, a locally owned travel plaza brand headquartered in Pennsylvania, to install ultra-fast EV charging stations at locations in the Northeastern U.S.

Read More →
Graphic featuring the Mack logo, a map of Canada, and two orange Mack LR Electric refuse trucks outside the Kingston manufacturing facility, highlighting Mack’s electric truck operations in Canada.
Green Fleetby News/Media ReleaseJune 29, 2026

The City of Kingston Celebrates Purchase of 2 Mack LR Electric Refuse Trucks

The City of Kingston, Ontario, Canada, a municipality with a vision of being “Canada’s Most Sustainable City,” recently showcased two Mack LR Electric refuse trucks following their successful deployment in 2025.

Read More →
Ad Loading...
Promotional graphic for a TruckChat interview at an industry trade show featuring Mike Wade of E.J. Ward. Large text reads “At the Show” and “One Partner. Every Solution.” Wade stands beside fleet fueling or charging equipment, discussing integrated fleet technology and fuel management solutions.
Green Fleetby Lauren FletcherJune 9, 2026

Fuel Management's Next Evolution Centers on Connected Fleet Technology

Learn how fleets are integrating fueling, telematics, tank monitoring, EV charging, and data systems to improve efficiency and visibility.

Read More →
Illustration of alternative-fuel commercial vehicles, including a shuttle bus, pickup truck, and delivery truck branded Landi, set against a green landscape with wind turbines, trees, and city buildings, emphasizing sustainable transportation and clean energy.
Green Fleetby News/Media ReleaseJune 8, 2026

Landi Technologies Achieves CARB Certification of Ford 7.3L RNG/CNG Platform

Landi Technologies has gained CARB certification of its Ford 7.3L Renewable Natural Gas (RNG) and Compressed Natural Gas (CNG) platform for the Ford E-450, F-450/550/600, F-650/750, and F-53/59 platforms.

Read More →
wheel geotab image
SponsoredJune 1, 2026

Turning Connected Vehicle Data Into Decisions That Matter

Fleet leaders have more data than ever, but turning that data into clear, actionable decisions remains a challenge. This white paper shows how leading organizations are using connected vehicle data to improve safety, reduce costs, and optimize fleet performance. Learn how to turn insight into action across your fleet.

Read More →
Ad Loading...
fleetio coast pay
SponsoredMay 29, 2026

Are You Tracking Your Fleet's True Total Cost of Ownership?

Bobit Business Media surveyed 190 fleet professionals and found that while most fleets are tracking costs, fragmented systems and data gaps are keeping true TCO visibility out of reach. With rising pressure to control spend in an increasingly volatile environment, the gap between what fleets think they know and what the data actually shows is wider than you might expect. See how your peers are managing costs today and where the industry still has room to improve.

Read More →