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NowCast refers to an algorithm that is applied to the hourly permanent, temporary, and sensor data when an estimate of the current hourly AQI is needed. In addition, studies and data analysis show that PurpleAir sensors typically have a high bias and overestimate PM2.5 (particle pollution) concentrations. Steering Group:EPA: Phil Dickerson, Ron Evans, Lourdes Morales, Susan Stone, Alison Davis, Lori Tussey, Michelle Wayland, John E. White, Rob Wildermann; USFS: Pete Lahm UCANR is sharing this map solely as a reference, and is not responsible for the content or interpretation of the map . Map layers can be selected on the Map Layer Control in the Top Menu in the upper left of the map. If you are seeing this message, it is because you are not using a modern web-browser.

This corrected data will help provide the public with additional air quality information, especially in areas where there are no regulatory monitors.

Fire data is available for download or can be viewed through a map interface. The sidebar shows several different sets of information including air quality (PM2.5) conditions, nearby fires, nearby detected smoke plumes, and any special smoke statements issued for this location. The correction equation is based on 50 collocated PurpleAir sensors located in 16 states and included both comparisons with measurements from federally approved monitors (Federal Reference Method and Federal Equivalent Method) at 24-hour averages. The NowCast uses longer averages during periods of stable air quality and shorter averages when air quality is changing rapidly, such as during a wildfire. Please click region of interest on the index map below to view maps of fire activity detected by the specified satellite sensor. Hotspot detections are based on higher than normal temperatures visible to the satellite from a location on the ground. To select your current GPS location, click on the “Search for conditions near your current location” link at the bottom of the search box that opens when you click on the magnifying glass. This pilot map is showing only PM2.5 (particle pollution). EPA scientists have found that air sensors often overestimate or underestimate pollutant concentrations compared to the regulatory-grade instruments that are operated in the same location.

After applying the correction equation, data from PurpleAir sensors represented the correct AQI category 93 percent of the time and within one AQI category all the time.

The AQI is EPA’s color-coded tool for communicating air quality to the public.

In addition, a lack of information about the maintenance, or operation of these sensors, adds additional uncertainty. Active large fire incidents from the U.S. National Interagency Fire Center’s active incident feed are presented as fire icons. For most low-cost air sensors, little is known about the locations, including how close sensors are to any sources of pollution. You can also choose the base layer for your map. Additionally geolocation error can occur due to other reasons. The boundaries of areas with smoke outlooks can be turned on the Map Layer Control. Sensor failure is often indicated by the sensor not reporting, or a large disagreement between the two channels on the PurpleAir devices.

Further transmission lags, particularly with the GOES satellite transmissions processed by the WRCC can sometimes take several hours.

Additionally it will not represent smaller smoke plumes or smoke plumes otherwise not detected by the satellite images (e.g. However, this feature is available for the uncorrected data on PurpleAir.com. The smoke plumes are updated every few hours.


EPA and more than 30 state, local, and tribal air agency partners placed these sensors side-by-side with highly robust and accurate regulatory monitors in more than 70 locations throughout the U.S. to evaluate their performance. 40 CFR Parts 50, 53, and 58). CAL FIRE is asking residents to ensure they are prepared if a wildfire strikes near them. It should be used for informational purposes only. USFS and EPA take several steps before sensor data appear on the Fire and Smoke Map: Remove sensors labeled as “indoors” and sensors that don’t meet data quality assurance/quality control criteria; Aggregate sensor data to an hourly average; Apply the NowCast, the algorithm to show the data in the context of the Air Quality Index, which is a 24-hour index. It shows particle pollution from AirNow monitors, temporary monitors deployed by agencies for smoke events, and the low-cost sensors.

Data for low cost sensors is currently obtained through the PurpleAir network with potentially other networks added in the future. People with heart or lung disease, children, and older adults are the most likely to be affected by particle pollution exposure. Click to view the Smoke Outlook. EPA will not use the data on this map to make regulatory decisions. "Seattle, WA", "Washington", "Smith River, CA"), Or search for conditions near your current location. When you visit the Fire and Smoke Map on AirNow.gov, you will be able to select “low-cost sensors” from the map layers to see particle pollution (PM2.5) information from sensors, along with information from AirNow monitors and temporary monitors deployed during fires. View maps. Data from all of these sources is shown in the color-coded Air Quality Index (AQI).

WeatherBug's interactive wildfire and forest fire maps.

Development work was done through an agreement with the University of Washington’s School of Environmental and Forest Sciences. Sensor Data Pilot: EPA and USFS are conducting a pilot project to add data from low-cost sensors to the Fire and Smoke map. Rattlesnake, Tulare County (more info…)Sequoia and Kings Canyon National Parks Wilderness *6,786 acres, 30% contained. To date, the total number of fatalities statewide is 31 and more than 9,200 structures have been destroyed. These temporary monitors may come and go as smoke conditions warrant. It tells you how clean or polluted your air is, and what associated health effects might be a concern for you.

due to cloud cover, or because they have occurred after the satellite image was taken).

State, local and tribal air agencies are not responsible for the accuracy and performance of the sensor data. North Complex, Plumas County (more info…)Northeast of Oroville to southwest of Quincy (Plumas National Forest)*318,930 acres, 94% contained*15 fatalities*2,352 structures destroyed.

Mention of trade names or commercial products does not constitute EPA or USFS endorsement or recommendation for use. Users can click on the layer icon on the upper right of the map to select map layers showing the different data sources.
This map is designed to:

The map retrieves the latest available data when first loaded.

Many PurpleAir sensors are run by community groups and individuals. A look at the causes of some of the worst in California history, Safety tips to remember when returning home after wildfire, How to prepare your pets in case of disaster, The difference between containing and controlling a wildfire.

Air Quality (PM2.5): Fine particulate (PM2.5) air quality conditions are shown for both monitors (permanent and temporary) as well as low-cost sensors nearest the set location of interest.
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