Air Quality Dashboard
Salt Lake Valley
The dashboard shows current and historic air quality measurements alongside information about health and income in Salt Lake, Davis, and Weber counties. You can fill in data gaps by placing an AI Sensor anywhere on the map.
View air quality trends by income categories and geographic locations
Use current air quality measurements to determine which activities are safe day to day
Pick your own date range from 2016 to present day to explore air quality measures over time
No sensor? No problem. Add AI Sensors to the map that show estimated air quality measurements for areas without sensors
With an internet connection, you can view the dashboard anywhere
Access to the dashboard is 100% free
Combine disparate data sources and present information on a single cohesive platform
We experimented with two baseline models and three complex machine learning architectures to implement the AI Sensors. The CNN-feedforward neural network performed the best and is used to generate estimates for census tracts without sensors.
