Use Cases




Road Weather Data + Mapping

Improve safety, comfort, and convenience with reliable road weather forecasts.

Reliable weather data for the road ahead

We help drivers and autonomous vehicles make better decisions for every journey. The Xweather Road Weather API provides comprehensive road condition classifications (dry, wet, slush, snow, and ice), road surface temperature, and water, snow, and ice thickness. With robust documentation and SDKs, integrating road weather data and visuals into vehicles and applications has never been easier.


Wet conditions account for nearly three-quarters of all weather-related road accidents. Even a small amount of water on the road reduces grip, and the risk of aquaplaning increases rapidly with heavy rainfall.

  • Identify dry and wet road conditions

  • Water film thickness


Snow is a common winter road hazard causing 17% of weather-related accidents in northern parts of Europe and North America. Unlike water, snow can be present on the road for long periods.

  • Identify snow and slush road conditions

  • Snow depth


Ice typically forms on roads when low temperatures turn morning dew into frost or freeze standing water on the pavement. Although ice is less common on roads than water and snow, it is far more dangerous for drivers.

  • Identify icy road conditions

  • Ice thickness

Road weather forecasts for the most demanding use cases

Infotainment and driver support

Road weather is the key to driver safety with timely hazard warnings and enhances other vehicle systems such as navigation and EV range calculation.


Road weather enables advanced driver assistance (ADAS) and autonomous driving (AD) systems to function reliably in a wide range of driving conditions.

Energy efficiency

Use current and forecasted weather data to optimize the thermal management of the battery, power train, and cabin to improve efficiency and extend the range of EVs.

EV range prediction

Enhance the driver experience with accurate, weather-aware EV range prediction that accounts for current and forecasted weather and road surface conditions.

Fleet management

Timely, relevant road weather data helps fleet operators keep drivers and vehicles safe and informed while maintaining operational efficiency.

Delivery and logistics

Take your route planning and timing to the next level with weather-aware navigation and protect drivers with predictive warnings of upcoming road weather hazards.

Water, snow, and ice depth in sub-millimeter level detail

Sophisticated sensor-based modeling

The Road Weather API is powered by advanced modeling through a proprietary network of road weather sensors, high-quality data sources, and algorithms that predict how environmental conditions and other factors will impact the pavement. Precipitation, solar radiation, traffic, maintenance activities, and the physical attributes of the road all play a significant role in the model.

Our Road Weather API combines these inputs with machine learning to produce an accurate nowcast for the road that updates every 15 minutes and a 24-hour forecast for longer trips.

Atmospheric weather

Solar radiation


Winter maintenance

Artificial structures

Urban heat islands

Ground-truth validated data

Accurate, reliable road weather information makes journeys safer and more comfortable for drivers and passengers. We continuously improve our forecasts by validating our data against ground-truth measurements from road weather stations and mobile sensors.

Our solutions are the product of 85+ years of sensor development experience and more than 20 years of road weather forecasting. We work with top-tier vehicle manufacturers and automotive tech companies worldwide to improve driver safety, comfort, and convenience.

Millions of kilometers of roads covered

The Road Weather API covers millions of kilometers of roads in North America, Europe, and Japan. We model primary and secondary roads separately to reflect the effects of different road surfaces, traffic levels, and maintenance priorities. Bridges are also modeled separately to account for the free flow of air beneath the road surface.

Unlike fleet-sourced data, which often has significant spatial and temporal gaps, our Road Weather model delivers real-time conditions and forecasts for every public paved road 24 hours day, 365 days a year.

Ready to get started?

Xweather Flex is one of the most complete weather and mapping APIs available with rich historical datasets, minute-by-minute forecasts, and unique endpoints like severe weather, tropical storms, lightning strikes, and wildfires. Your Xweather Flex subscription includes access to the Road Weather Add-On. Simply add it to your subscription when signing up or contact our sales team if you are already a Flex customer.

30-day free trial


Test-drive the Road Weather Add-On with a 30-day trial of Xweather Flex.

  • Explore our most popular features, endpoints, and layers

  • Up to 1,000 accesses a day

  • No credit card required

Road Weather Add-On

with Flex subscription

Roadway temperatures and conditions across the US, Southern Canada, Europe, and Japan.

  • Road condition summary: Green/Safe, Yellow/Warning, Red/Danger

  • Road condition categories: Dry, Moist, Wet, Slush, Snow, and Ice

  • Road surface temperature


All Road Weather Add-On endpoints and layers use a 5× access multiplier.

Road Weather Analytics

with Flex subscription

Extend the Road Weather Add-On with additional parameters for advanced use cases.

  • Snow, ice, and water thickness on the road surface with sub-millimeter-level precision

  • Probability of dry, wet, snowy, or icy road segments

  • Risk of aquaplaning

  • Risk of blowing snow

  • Risk of fog

  • Risk of wind-induced rollover


All Road Weather Analytics endpoints and layers use a 10× access multiplier.

Your questions answered

Not sure which plan is right for you? Get in touch today to discuss custom solutions for special use cases.