Breathe Cam Tutorial and Overview


What is Breathe Cam?

Breathe Cam is a project of the CREATE Lab at Carnegie Mellon University, in collaboration with the Breathe Project of The Heinz Endowments.

Images are captured using an off-the-shelf, Arecont 40 megapixel 180° panoramic IP camera. This model houses four high-resolution cameras inside a glass dome and is designed for outdoor mounting. The base of the camera housing contains a built-in heater/blower, which helps regulate the air temperature throughout the year. Data is transferred via an Internet connection and the entire system can be powered with a single 120v power outlet.

At the back end, Breathe Cam is powered by the CREATE Lab’s Time Machine software, which accumulates individual images taken over time and stitches them together to create panoramic video timelapses. The true power of this software lies in its ability to provide zoomable, terapixel-scale animations that allow you to delve into intricate details and explore how the panorama changes over space and time.

Air Quality and Meteorological Data

To help you interpret Breathe Cam images, air quality and meteorological data from the Allegheny County Health Department are displayed below the panorama. You can see how the following data gathered at nearby ACHD monitoring stations change over time:

Fine particles (PM2.5)
Respirable Suspended (RS) or Coarse particles (PM10)
Sulfur dioxide (in ppb)
Temperature (in Fahrenheit)
Percentage of relative humidity
Wind speed and direction

By clicking on any of the numbers in the ACHD data table, you can activate a graphical display of this information, showing how these metrics vary over time with the panoramic video timelapse.

Change-Detect Tool

The Change-Detect tool enables you to monitor specific landmarks or types of activities within the Breathe Cam panoramas. Simply move and size the green rectangle to cover the area of interest, and the software will graph changes detected in that region. You can then follow the data pattern to see how notable variations in the graph correspond to real-world changes in the panoramic video timelapse. For example, you could track train activity, emissions from a specific smoke stack, traffic levels, etc. Once a detection area is selected, you can click a button to create animated gifs that highlight particularly interesting events related to the type of change you monitored.

Understanding visibility

Pittsburgh is known for its gorgeous skyline that can take your breath away the moment you exit the Fort Pitt Tunnels. It’s part of what makes our city an attractive place to live, work and play—and why it has been named by National Geographic Traveler among the best places in the world to visit.

Unfortunately, our skyline has the power to take your breath away for different reasons as well. When you look at Downtown or other scenic views throughout southwestern Pennsylvania, you often don’t enjoy a clear view due to a veil of white or brown haze hanging in the air.

Haze is created when sunlight is absorbed and scattered by tiny pollution particles, reducing the clarity and color of what you see. These haze-causing particles come from power plants, factories, wood burning and motor vehicles, as well as windblown dust and soot from wildfires. Some pollution particles are emitted directly into the air. Others form as gases emitted into the air and are carried many miles from their source. Exposure to very small particles in the air has been linked to respiratory illness, heart disease, cancer, adverse birth outcomes and other serious health problems—even premature death.

Breathe Cam brings you real-time pictures of four views in the Pittsburgh area so you can literally see what you are breathing. In addition, air quality data and meteorological data are provided to help you distinguish between natural causes of poor visibility and those produced by human activity.

Here are some tips to help you interpret what you are seeing:

Data Disclaimer

Raw visual data on this website are collected and reported on a real-time and automated basis by the Breathe Cam system. Although measures are in place to ensure the integrity of the captured images, the data have not gone through the rigorous quality control procedures that government agencies usually perform before releasing such data for regulatory and scientific purposes.

Note that there may be dates when our cameras are down due to inclement weather conditions or technical issues. On such occasions there will be interruptions to the time-lapse panorama at certain time periods. Also note that during the night images appear black and white because cameras switch to IR mode, which allows you to see greater detail including smoke emissions, and cloud and fog movement.


Breathe Cam was developed by the CREATE Lab at Carnegie Mellon University with support from The Heinz Endowments. The amazing views of Pittsburgh’s skyline could not have been captured without wonderful partnerships with The Heinz Endowments, Jim and Julia Albright, Walnut Capital, and the University of Pittsburgh. Meteorological and pollutant data is furnished by the Allegheny County Health Department, which also partnered with us on this project.