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Enable geolocation to view conditions near your location
Search for Current Fire and Smoke Conditions in a city, state or area.
(e.g. "Seattle, WA", "Washington", "Smith River, CA")
Or search for conditions near your current location
Sensor Data Pilot: EPA and USFS are conducting a pilot project to add data from low-cost sensors to the Fire and Smoke map. While these sensors don’t meet the rigorous standards required for regulatory monitors, they can help you get a picture of air quality nearest you especially when wildfire smoke is in your area. Use the map layer icon in the upper righthand corner of the map to turn on information from AirNow monitors, USFS temporary monitors, and sensors. EPA and USFS may update the sensor map layer several times during the pilot project, as we respond to feedback and work to improve the map.
No Current Service Alerts
Please see the current status and changelog for more information.
The Fire and Smoke Map displays information on ground level air quality monitors recording fine particulates (PM2.5) from smoke and other sources, as well as information on fires, smoke plume locations, and special statements about smoke issued by various sources.
This map is designed to:
A note about the Sensor Data Pilot:
U.S. EPA and U.S. Forest Service are conducting a pilot project to add data from air sensors to the Fire and Smoke Map. The data appear as a map layer called Low-Cost Sensors that users can turn off or on as needed. Sensor technology provides thousands of additional particle pollution data points that can be used to supplement the air monitoring stations operated by official air agencies. The sensor data undergoes QA screening, is averaged to hourly values, is corrected for bias, and has the EPA NowCast algorithm applied. This means that the sensor data can use the AQI color scale when it appears alongside the monitoring data that is already on the AirNow Fire and Smoke map. Sensor data is informational only. It will not be used for regulatory purposes.
This map is a collaborative effort between the U.S. Forest Service led Interagency Wildland Fire Air Quality Response Program (IWFAQRP) and the U.S. Environmental Protection Agency. Development work was done through an agreement with the University of Washington’s School of Environmental and Forest Sciences. This site relies on data provided from a number of sources.
Project Lead: Sim Larkin, USFS
Lead Developer: Stuart Illson, UW
Additional Development: Jonathan Callahan, Mazama Science; Joel Dubowy, UW; Chris Wilkes, EPA
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
User Guide: Gina Wing, USFS; Marlin Martinez, UW
Additional Thanks: WIM Team (USGS); All those who provided feedback.
Air quality (PM2.5) information from official monitors is shown as circles, air quality (PM2.5) information from temporary monitors placed by agencies during smoke events is show as triangles, air quality (PM2.5) information from low-cost sensors is shown as squares, large fire incidents as fire icons, satellite fire detections as small glowing points, and smoke plume locations as grey polygons. The location currently set is shown as a flashing blue circle.
Please Note:
Top Menu
Local Conditions Icons
Shows information about the currently set location of interest. Clicking on any of the icons will bring out the Location Condition Sidebar.
Refresh
Zoom
Map layers can be selected on the Map Layer Control in the Top Menu in the upper left of the map.
Air Quality (PM2.5) Layers:
Monitors and sensors reporting PM2.5 data can be turned off or on (all are on by default). Separate controls are given for:
Fire Information Layers:
Smoke Plume Layers:
Smoke Plume Layers:
Special Smoke Statements Layers:
Basemaps:
The map will continue to display the data available at the time it was originally loaded. To refresh the data with the latest information press the button in the lower left corner or click on the prompt. Refreshing more frequently than every 15 minutes is generally not recommended.
A pull out sidebar showing conditions will appear when the Location Condition Icons or Location Dot Control are clicked. This sidebar shows the conditions nearby the set location of interest. To change where the location of interest is set click on the Location Dot Control or Search Control in the Top Menu in the upper right, or drag the blue dot on the map to the location of interest. 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.
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. For monitors and sensors within 30 mi, the closest three monitors and sensors are shown. If no monitors are within 30 mi, the nearest monitor is shown. Click on one of the monitors to see the measurements and conditions at that monitor.
Fires: Local fire conditions indicate whether there is presence of a potential fire within a 150 mile radius of the user defined position (either set through geolocation or manually). Large fire incidents and satellite fire detections are shown. False detections have been known to occur. Presence as well as spatial measures such as distance and directionality should not be used for tactical decisions.
Smoke Plumes: Local smoke plume conditions indicate whether there is presence of a satellite detected smoke plume either at the user defined position (either set through geolocation or manually), or within a 150 mile radius. Presence as well as spatial measures such as distance and directionality should not be used for tactical decisions.
Special Smoke Statements: Smoke Outlooks issued by the Interagency Wildland Fire Air Quality Response Program’s Air Resource Advisors that apply to the location of interest will appear here. Click to view the Smoke Outlook.
The Fire and Smoke Map shows fine particulate (<2.5 micron, PM2.5) pollution data obtained from air quality monitors and sensors. Information is shown on both the EPA’s Air Quality Index scale, using the NowCast AQI algorithm, and also as hourly PM2.5 concentration values. For low-cost sensor data, a correction equation is also applied to mitigate bias in the sensor data.
The AQI is EPA’s index for reporting air quality. It tells you how clean or polluted your air is, and what associated health effects might be a concern for you. The AQI can be calculated for five major air pollutants regulated by the Clean Air Act: ground-level ozone, particle pollution (also known as particulate matter), carbon monoxide, sulfur dioxide, and nitrogen dioxide. See more information about the AQI.
The AQI used in the Fire and Smoke Map is specifically focused on fine particulate matter (PM) known as PM2.5. PM stands for particulate matter (also called particle pollution), the term for a mixture of solid particles and liquid droplets found in the air. PM2.5 specifically refers to fine inhalable particles, with diameters that are generally 2.5 micrometers and smaller. See more information about the PM2.5 or the Air Quality Guide for Particle Pollution
It is possible that ozone or PM10 could drive the local AQI in certain circumstances. To see a map that includes ozone and PM10 in addition to PM2.5, please see the AirNow Interactive Map.
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. The AQI for PM2.5 is a 24-hour average, so EPA uses an algorithm to estimate the current AQI based on multiple hours of past data. 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. However, the NowCast is not designed to react to changes that are shorter than a 3 hr period in duration.
See more information about the NowCast AQI.
PM stands for particulate matter (also called particle pollution), the term for a mixture of solid particles and liquid droplets found in the air. Some particles, such as dust, dirt, soot, or smoke, are large or dark enough to be seen with the naked eye. Others are so small they can only be detected using an electron microscope. PM2.5 specifically refers to fine inhalable particles, with diameters that are generally 2.5 micrometers and smaller. See more information about PM2.5 or the Air Quality Guide for Particle Pollution
Daily AQI Color | Levels of Concern | Values of Index | Description of Air Quality |
---|---|---|---|
Green | Good | 0 to 50 | Air quality is satisfactory, and air pollution poses little or no risk. |
Yellow | Moderate | 51 to 100 | Air quality is acceptable. However, there may be a risk for some people, particularly those who are unusually sensitive to air pollution. |
Orange | Unhealthy for Sensitive Groups | 101 to 150 | Members of sensitive groups may experience health effects. The general public is less likely to be affected. |
Red | Unhealthy | 151 to 200 | Some members of the general public may experience health effects; members of sensitive groups may experience more serious health effects. |
Purple | Very Unhealthy | 201 to 300 | Health alert: The risk of health effects is increased for everyone. |
Maroon | Hazardous | 301 and higher | Health warning of emergency conditions: everyone is more likely to be affected. |
Note: Values above 500 are considered Beyond the AQI. Follow recommendations for the Hazardous category. Additional information on reducing exposure to extremely high levels of particle pollution is available here.
Learn More about the AQI, as well as the Air Quality Guide for Particle Pollution, and how to be Smoke Ready, including protective actions for wildland fire smoke.
The map displays 3 types of air quality monitors:
Clicking on any monitor or sensor will bring up a popup box that shows additional information for the unit including its:
The historical timeseries of values is shown for the past 10 days (when viewed on desktop displays) or 3 days (on mobile devices). Hovering over any particular hour on the timeseries shows the value. The user can zoom into a portion of the timeseries by clicking and selecting a section of the timeseries.
Permanent particulate monitors are owned and maintained by various entities, including: federal, state, tribal, and local agencies. These monitors are regulatory-grade, and the data they produce is of the highest quality.
Most monitors report out hourly. Data for permanent monitors is obtained through the EPA AirNow system which aggregates data feeds from a large number of agencies and organizations on an hourly basis. Data lag in transmission to AirNow is dependent on the specific monitor data transmission methodology and agency involved. Data is retrieved from AirNow every 3 min.
Temporary MonitorsTemporary, portable particulate monitors are deployed near large, active wildfires by the US Forest Service and state and local agencies. Most monitors report out hourly.
Data for temporary monitors is obtained through the AirSis and the Western Regional Climate Center (WRCC) data feeds. Data is retrieved approximately every 15min, but the monitors themselves only report hourly aggregates based on the clock hour (e.g. 2-3pm). Further transmission lags, particularly with the GOES satellite transmissions processed by the WRCC can sometimes take several hours.
Low-Cost SensorsLow-Cost Sensors are portable, generally easier to operate than regulatory-grade monitors, and available on the commercial market. Most sensors report out every few minutes. Most sensors report out every few minutes. Most low-cost sensors do not have data quality that is comparable to the monitoring stations operated by air agencies. For the pilot, sensor data have been averaged to an hour, QA screened, corrected for bias, and NowCast.
Data for low cost sensors is currently obtained through the PurpleAir network with potentially other networks added in the future. The PurpleAir data has undergone QA screening.
PurpleAir data is collected every 2 min, but only displayed after aggregating to a calendar hour (e.g. 2-3pm) and processing through the correction factor and NowCast AQI algorithm. This processing can take up to 15 min. Additionally, the processing and time smoothing of the hourly aggregation and NowCast algorithm means that the PurpleAir data shown here will not respond as rapidly as the 10 min averages and other shorter term time averages available on the PurpleAir website. Work is ongoing to investigate best to include shorter term time averages or data updates on this map.
See Section 5. Data Limitations and Disclaimers for important limitations on the data shown.
Two types of fire information are presented on the map: large fire incidents and satellite fire detections.
Large Fire Incident
Active large fire incidents from the U.S. National Interagency Fire Center’s active incident feed are presented as fire icons. Clicking on a fire displays information about the fire. Note that these incidents may not have updated for several days due to the nature of the reporting systems used. Additional information on these incidents is available through the Inciweb system (https://inciweb.nwcg.gov). While the information presented by this feed can be several days old, it does present important management information including the fire name, overall fire size, and containment.
Data is downloaded every 15 min.
Satellite fire detections are based on information from the National Oceanic and Atmospheric Administration’s (NOAA) Hazard Mapping System (HMS). This is a combination of automated satellite detected “hotspots” from various satellites and human analyzed fire locations based on smoke plumes. Hotspot detections are based on higher than normal temperatures visible to the satellite from a location on the ground. This represents the detection of above normal temperatures, and does not necessarily reflect the presence of an actual wildland fire, as false detections have been known to occur. Additionally, depending on the satellite the specific location covered by the image pixel may be 1 or more kilometers in resolution. Additionally geolocation error can occur due to other reasons. For large fires, multiple satellite detections may occur for the same fire.
Data is downloaded every 15 minutes from the NOAA Hazard Mapping System (HMS), but HMS updates can sometimes take a few hours to occur.
Smoke plume locations are based on information from the NOAA Hazard Mapping System based on polygons drawn around smoke detected in satellite imagery. In general this represents the presence of smoke in the overall column of air at those locations. However, it may not correspond to smoke being present at ground level; the smoke could be aloft instead. Additionally it will not represent smaller smoke plumes or smoke plumes otherwise not detected by the satellite images (e.g. due to cloud cover, or because they have occurred after the satellite image was taken).
Data is downloaded every 15 minutes from the NOAA Hazard Mapping System (HMS), but HMS updates can sometimes take a few hours to occur.
Whenever the location of interest is within the area of a Special Smoke Statement, a banner is displayed notifying the user and the Special Smoke Statement section of the Sidebar will also display this information. Clicking the link takes the user to the Special Smoke Statement (or to a list if there is more than one). Currently the map only displays as Special Smoke Statements smoke outlooks produced by deployed U.S. Interagency Wildland Fire Air Quality Response Program Air Resource Advisors, but the inclusion of additional smoke outlooks and forecasts are being investigated. The boundaries of areas with smoke outlooks can be turned on the Map Layer Control.
U.S. Interagency Wildland Fire Air Quality Response Program smoke outlooks are retrieved every 5 min.
EPA and USFS are conducting a pilot project to add data from low-cost sensors to the Fire and Smoke map. While these sensors don’t meet the rigorous standards required for regulatory monitors, they can help you get a picture of air quality nearest you – especially when wildfire smoke is in your area. Use the map layer icon in the upper righthand corner of the map to turn on information from AirNow monitors, USFS temporary monitors, and sensors. EPA and USFS may update the sensor map layer several times during the pilot project, as we respond to feedback and work to improve the map.
Please Note:
The AirNow sensor data pilot project is designed to provide the public with additional information on levels of particle pollution (PM2.5) in the air, particularly during wildfires. The project adds data from low-cost sensors to the Fire and Smoke Map on the AirNow.gov website. This map was developed through a collaborative effort between the U.S. Forest Service (USFS)-led Interagency Wildland Fire Air Quality Response Program and the U.S. Environmental Protection Agency (EPA). Map development work was conducted through an agreement with the University of Washington’s School of Environmental and Forest Sciences.
Notes and disclaimers:
The circles represent the permanent, stationary long-term monitoring stations that are used to report outdoor air quality to the public on AirNow.gov. These are generally operated by state, local or tribal air quality agencies and stay in place for many years. Triangles represent temporarily located monitors (such as EBAMS / ESAMPLERS) that agencies have placed to monitor smoke events. These temporary monitors may come and go as smoke conditions warrant. Squares represent low-cost sensors.
The AirNow Fire and Smoke pilot map does not currently have a feature to allow the user to download sensor data. However, this feature is available for the uncorrected data on PurpleAir.com.
If your device has geolocation enabled, the map can automatically use it to set your location of interest, or you can manually select or enter the location you’re interested in. Click on the search button (magnifying glass) on the top right menu to search for a location by city, state or, area. 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.
Click on the flashing blue dot on the top right menu to re-center the map on your current location.
The sidebar on the left side of the map gives you access to more information about conditions near the current map location. Click on the icons to show the closest air quality monitoring stations (color coded by current air quality conditions), fire detections, and smoke plumes. There is a “learn more” link on each of these for access to more information.
Use the “Layer” menu on the top right () to show or hide map features including air quality monitors (permanent, temporary, or both), low-cost sensors, fire locations, smoke plumes, and special smoke statements (if any). You can also choose the base layer for your map.
Use the Refresh button on the bottom left corner of the map to update the data. The map automatically refreshes the data every 15 minutes.
The colors show the US. Air Quality Index (AQI) category. The AQI is EPA’s color-coded tool for communicating air quality to the public. To see the AQI legend, tap or click the ? icon on the top right menu. If an icon is gray, that indicates that data is not available (this could occur for several reasons).
The Concentration tab shows the PM2.5 concentration value for the current hour as well as the trend. For low-cost sensors, the concentrations shown have been corrected using the EPA correction equation. The AQI tab for each monitor or sensor displays the AQI value as well as the AQI color. The EPA See more information about the NowCast has been applied to monitor and sensor data to estimate the AQI for the current hour as well as the AQI trend.
Click on the monitor/sensor icon (circle, triangle, or square) to access additional information about air quality conditions at the monitor or sensor. Click on the AQI and concentration tabs to see a time series of AQI values (NowCast) or PM2.5 hourly concentrations for that monitor.
You can take a screenshot. Use Alt+PrtScn for a PC or Press Command + Control + Shift + 3 for Mac.
The sensor data comes from PurpleAir, which crowdsources data from that company’s particle pollution sensors and shows the data on a map. Before the sensor data appear on the AirNow Fire and Smoke Map, EPA and USFS apply both a scientific correction equation to mitigate bias in the sensor data, and the NowCast, the algorithm to show the data in the context of the Air Quality Index.
The map uses the NOAA Hazard Mapping System fire detections that are made available at this time.
Active large fire incidents from the U.S. National Interagency Fire Center’s active incident feed are presented as fire icons. Clicking on a fire displays information about the fire. Note that these incidents may not have updated for several days due to the nature of the reporting systems used. Additional information on these incidents is available through the Inciweb system (https://inciweb.nwcg.gov). While the information presented by this feed can be several days old, it does present important management information including the fire name, overall fire size, and containment.
Air sensors, also known as low-cost sensors, are a class of non-regulatory technology for measuring pollutants in the air. This term often describes an integrated set of hardware and software that uses one or more “sensing elements” (also sometimes called sensors) to detect or measure pollutant concentrations. Air sensors are lower in cost, portable, and generally easier to operate than the regulatory monitors widely used in the United States. Learn more at https://www.epa.gov/air-sensor-toolbox.
Sensor technology provides thousands of additional data points that can be used to supplement data from air monitoring stations operated by official air agencies. USFS and EPA are showing sensor data as part of a pilot project designed to provide the public with additional information that individuals can use to protect their health, particularly during wildfires.
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. Data from all of these sources is shown in the color-coded Air Quality Index (AQI).
While low-cost sensors are useful for providing general information about air quality, sensor data is not comparable to data from the outdoor air quality monitoring station network operating in the U.S., many of which report to AirNow. EPA does not use sensor data for regulatory purposes.
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. PurpleAir sensors without use of the EPA correction equation measure the same trends in PM2.5 concentrations as collocated regulatory monitors and they tend to overestimate the PM2.5 mass concentrations.
For the sensor data used in the Fire and Smoke Map, EPA has applied a national correction equation, developed by EPA scientists, that mitigates the bias in the sensor data. This corrected data will help provide the public with additional air quality information, especially in areas where there are no regulatory monitors. When corrected sensor data is used to generate the NowCast AQI, the results are in the right NowCast AQI category 93 percent of the time; the other 7 percent of the time, the results are within one category of the correct NowCast AQI. Read about EPA’s research to improve the accuracy of sensors.
In addition, regulatory air quality monitoring stations are located according to EPA guidelines, remain in one place for many years, are maintained and operated by trained experts, and follow EPA quality assurance protocols. For most low-cost air sensors, little is known about the locations, including how close sensors are to any sources of pollution. In addition, a lack of information about the maintenance, or operation of these sensors, adds additional uncertainty.
USFS and EPA are providing the data on the Fire and Smoke Map to give the public additional information they can use to make individual decisions to protect their health during fires. Sensor data is not used on other maps on the AirNow website and is not used to generate the current air quality or forecast AQI shown on the “dial” on the AirNow home page or AirNow app. The data on the map is not used for regulatory purposes.
EPA researchers have used a scientific approach to develop a correction equation for PurpleAir sensors. The PurpleAir sensors were assessed, because their use has grown exponentially, resulting in an extensive network of publicly reporting sensors worldwide. 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.
EPA is in the process of collecting and analyzing data for other sensor models; however, the Agency does not have as significant of a body of data for other sensor technologies since there are fewer deployed across the U.S.
Note: Low-cost sensor data is being provided by PurpleAir and is subject to the capabilities and limitations of that system. Use of any data provider or system does not constitute endorsement or recommendation of that system. Mention of trade names or commercial products does not constitute EPA or USFS endorsement or recommendation for use.
EPA does not endorse any particular commercial product. Mention of trade names or commercial products does not constitute EPA or USFS endorsement or recommendation for use.
Please send your questions to sensordatapilot@epa.gov.
State, local and tribal air agencies are not responsible for the accuracy and performance of the sensor data. The Fire and Smoke Map shows publicly available PM2.5 (particle pollution) data provided by the PurpleAir data feed. Many PurpleAir sensors are run by community groups and individuals. Little is known about the sensors’ locations, including how close sensors are to any sources of pollution, along with how the sensors are operated or maintained. That’s why you should use the sensor data on the map for informational purposes only.
The sensor data are not meant to be used for official AQI reporting. Although we are quality controlling the data and applying EPA’s correction equation, the data are not comparable to data from official outdoor air quality monitoring networks. For these reasons, sensor data should only be used to supplement AQI information.
This pilot map is showing only PM2.5 (particle pollution). It shows particle pollution from AirNow monitors, temporary monitors deployed by agencies for smoke events, and the low-cost sensors. Users can click on the layer icon on the upper right of the map to select map layers showing the different data sources.
The AirNow interactive map shows ozone, PM2.5, and PM10 data that official outdoor air quality air monitoring stations report to AirNow.
No. For compliance with the National Ambient Air Quality Standards (NAAQS) compliance, instruments, including sensors, must meet the applicable requirements in the Code of Federal Regulations (CFR) - Part(s) of Title 40, Protection of Environment or other state environmental regulations (see, e.g. 40 CFR Parts 50, 53, and 58). Technical requirements include detailed sampling, siting, and quality assurance requirements. Data from new air sensor instruments should not be used in a regulatory context at this time unless those instruments meet all applicable regulatory requirements.
Most low-cost sensors do not have data quality that is comparable to the monitoring stations operated by air agencies. EPA scientists have found that low-cost sensors often overestimate or underestimate pollutant concentrations compared to the regulatory-grade instruments that are operated in the same location. In addition, studies and data analysis show that PurpleAir sensors typically have a high bias and overestimate PM2.5 (particle pollution) concentrations. To effectively utilize the mass amounts of sensor data, EPA developed an equation to correct the sensor data to bring it more in line with data from official monitoring stations. 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. Learn more about EPA’s research to improve air sensor accuracy.
The correction equation has been tested on 1-hour averages at concentrations up to 250 micrograms per cubic meter under both typical outdoor air quality conditions as well as during events when smoke is affecting air quality and has reduced bias in both circumstances. The smoke-impacted events include wildfires and prescribed fires in the eastern and western U.S.
Since PurpleAir sensors are biased high, EPA conducted an extensive data analysis with several variables to correct for the bias. The correction equation developed by EPA is:
PM2.5 corrected= 0.52*[PurpleAirCF=1; avgAB] - 0.085*RH + 5.71
The correction equation does include a relative humidity (RH) factor, which uses RH data as reported by the PurpleAir sensor itself. If the RH data is not available or invalid (reported RH value is outside of 0-100), a RH value of 50 will be used in the equation.
The RH adjustment to the data is small [a maximum adjustment would be 8 micrograms per cubic meter (μg/m3)]. This adjustment will likely not significantly impact the Air Quality Index that would be reported based on the resulting data. We are working on a future update where we will substitute a 50 percent RH value when RH data is missing from the PurpleAir data feed. This will reduce the potential impact of missing RH data to a maximum of 4 μg/m3
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. Most of these discrepancies occurred along the breakpoints between AQI categories where small changes in particle pollution (PM2.5) mass concentrations shifted the AQI category.
This pilot project provides the opportunity to see the performance of the correction in various situations and geographic locations, EPA may revise the corrections and/or apply additional quality control criteria as more information becomes available during the pilot project.
This AirNow sensor data pilot is designed to develop the processes by which publicly available sensor data can be ingested, stored, managed, adjusted to be comparable to regulatory data, and then communicated to the public. The results of the pilot will help understand what is needed to incorporate additional sensor data on the Fire and Smoke Map, as resources allow.
It is possible that there are no publicly available sensors in your area, that the sensors in your area failed to meet the quality control screening criteria developed for this pilot, or that data from sensors is temporarily unavailable. It also is possible that the state, local or tribal agency responsible for air quality in your area is not currently participating in the pilot, meaning sensor data would not show for your area. At the time of the release of the Pilot, only one state has chosen to remove their PurpleAir data from the program.
The default for the map layer is to show all publicly reporting outdoor PurpleAir sensors. However, EPA’s quality assurance/quality control process will screen out some poorly performing sensors. Sensors identified by state and local agencies as problematic (such as sensors that are strongly influenced by local pollution sources or sensors that have shown erroneous data for a long time compared to other nearby sensors) may be removed from the pilot. Sensors registered as indoor sensors also have been removed.
The maps may look different for several reasons:
As a result, there will always be differences in how sensor data is shown on the two websites. Users can use both websites to learn more about air quality in their area. EPA’s approach allows the Agency to make information from sensors, temporary monitors and permanent AirNow monitors comparable for users of the Fire and Smoke Map.
Under the concentration tab in the pop-up box, you will find adjusted PurpleAir sensor data for the most recent period. This pilot takes two-minute PurpleAir data and aggregates these data into an hourly averaged concentration at the top of every hour. After applying some quality control checks, the EPA national correction equation is then applied to the hour averaged sensor data. These corrected concentration data will not match the data for the same sensor and time period on the PurpleAir website.
EPA and USFS aim to continually improve the sensor data map layer. The map will undergo several phases of improvements over time, with the goal of having an upgraded version available in time for the 2021 fire season.
While the pilot is focused on fire season, the sensor map layer will remain available as we work with our state, local and tribal air agency partners to improve this tool.
Based on what we have learned from previous fires, we expect that the sensor data layer will provide valuable air quality information in areas where data from official air quality monitors are not available, especially in the western U.S. In addition, air quality can change rapidly and can vary significantly over geographic areas during fires, and the addition of sensor data can help show those variations.
The sensor map layer can help inform the public about air quality outside of fire season, especially in areas where there are not official air monitoring stations. These gaps in coverage exist year-round.
Currently, the map does not detail the entity or person responsible for the deployment of the PurpleAir sensors. This type of information is not captured in the public PurpleAir data feed that supplies the information for this website.
Outside of the known high bias of PurpleAir sensor PM2.5 measurements, there are other uncertainties in sensor data. EPA and USFS cannot know all the details about the crowdsourced PurpleAir sensors. Examples include: whether the sensor was installed properly, whether the sensor was marked incorrectly as outdoors when it is actually located indoors, whether the sensors are periodically checked and cleaned (insects or debris), and how long have they been in the field, among others.
Despite these uncertainties, EPA and USFS find value in this more spatially resolved and higher time resolved crowdsourced data, especially during localized smoke episodes. Experience indicates that data from most crowdsourced sensors will be of value, and a minor fraction may have issues.
Sensor failure is often indicated by the sensor not reporting, or a large disagreement between the two channels on the PurpleAir devices. The EPA and USFS quality control steps compare the data from the A and B channels within the sensors. These steps will likely remove data from failed sensors or those that are influenced by inlet debris or insects.
Working with our state, local and tribal air agency partners, EPA and USFS plan to explore methodologies over the course of this pilot to address uncertainties in order to provide the most robust information possible over the course of this pilot.
The Air Quality Index (AQI) is EPA’s index for reporting air quality. It tells you how clean or polluted your air is, and what associated health effects might be a concern for you.
The AQI shown on the Fire and Smoke Map is specifically focused on fine particulate matter, also known as PM2.5. It does not include other major air pollutants (i.e. ground-level ozone, carbon monoxide, sulfur dioxide, and nitrogen dioxide) that may be measured by your air agency. Please visit the main AirNow interactive map for more AQI information including ozone, PM2.5 and PM10, or your local air agency website, which may have more information and data.
Fine Particulate Matter (PM2.5, also known as “particle pollution) is inhalable particles with diameters 2.5 microns and smaller. Numerous scientific studies have linked particle pollution exposure to a variety of health problems, including premature death in people with heart or lung disease, nonfatal heart attacks, irregular heartbeat, aggravated asthma, decreased lung function, increased respiratory symptoms such as irritation of the airways, coughing or difficulty breathing.
People with heart or lung disease, children, and older adults are the most likely to be affected by particle pollution exposure. For more information, visit https:///www.epa.gov/pm
The NowCast is the algorithm that EPA uses to relate hourly readings from air quality monitors to the U.S. Air Quality Index (AQI). EPA uses the NowCast to show you current air quality using the AQI colors and scale (the AQI for particle pollution is a 24-hour index). The NowCast for particle pollution shows you air quality for the most current hour available by using a calculation that involves multiple hours of past data. It uses longer averages during periods of stable air quality and shorter averages when air quality is changing rapidly, such as during a wildfire.
The NowCast AQI shows air quality for the most current hour available by using an algorithm that involves multiple hours of past data. 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. The PM2.5 value is a 1-hour average concentration measured by an air quality monitor.
Fire and smoke plume detections are from the NOAA’s Hazard Mapping System Fire and Smoke Products. Trained analysts manually integrate data from various automated fire detection algorithms with information from satellite instruments, including NASA’s Geostationary Operational Environmental Satellite (GOES) Imager, NOAA’s Advanced Very High Resolution Radiometer (AVHRR) and NASA’s Moderate Resolution Imaging Spectroradiometer (MODIS). The analyst outlines smoke plumes that are detected by the satellites, resulting in a quality-controlled display of fire locations and smoke plumes. The smoke plumes are updated every few hours.
Both the fire detections and the smoke plume data generated by the Hazard Mapping System note that the information on fire position should be used as general guidance and for strategic planning, not for tactical decisions, such as the activation of a response to fight these fires and evacuation efforts, without other information to corroborate the fire's existence and location.
The Interagency Wildland Fire Air Quality Response Programs provides Air Resource Advisors (ARAs) that work with Incident Management Teams responding to large wildfires. Most large and persistent wildfires have ARAs assigned. ARAs analyze, summarize, and communicate smoke impacts to incident management teams, air quality regulators, public health agencies and the public. ARAs issue these Special Smoke Statements (also known as Smoke Outlooks) for areas where smoke from wildfires may be of concern and they have been deployed. At this time, only Special Smoke Statements issued by ARAs are provided in the map however further information on smoke impacts can be available at your state, tribal or local air quality agency and the Pilot is assessing how to include such information in the map environment. Learn more about ARAs and the Interagency Wildland Fire Air Quality Response Program (IWFAQRP).
If you are concerned about smoke affecting the air quality near you, please contact your state, tribal or local air quality agency and/or local public health agencies for additional air quality information and air quality alerts.
Thank you for taking the time to provide feedback on the pilot effort by USFS and EPA to add a sensor data layer to the Fire and Smoke Map. Please email feedback and suggestions to
Please email feedback to: sensordatapilot@epa.gov
Download a complete PDF Version of the User's Guide
For more information about the Fire & Smoke Map Service please contact sensordatapilot@epa.gov
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