US Forest Service
U.S. Department of Agriculture
Spatial Informatics Group - SIG
Pyrologix

UNDERSTAND

Smoke 101

Wildfire Smoke

Smoke from wildfires or controlled burns contains water vapor, carbon dioxide, and harmful fine particles like PM2.5, which can impact health. The severity of effects depends on exposure duration, smoke concentration, and weather conditions.

Introduction

Smoke is a byproduct of the fuels consumed by fire. In a wildfire or prescribed fire, fuels can include living and dead vegetation and organic soil. Smoke is primarily made up of water vapor and carbon dioxide (CO2), which are the products of complete combustion. Typically, more than 90% of the carbon in vegetation and soil that is released into the atmosphere by wildfires is in the form of CO2. However, smoke also contains hundreds of other gases and particles that are diverse in size and composition. It is these other gases and particles that are responsible for the harmful effects of smoke. In particular, the very small liquid droplets and solid particles referred to as fine particulate matter (also called PM2.5) are especially detrimental to human health. Wildfire smoke has been shown to have detrimental respiratory and cardiovascular health effects and causes increases in mortality and morbidity. The severity of health impacts from smoke depends on exposure. Exposure is measured by the smoke’s concentration and duration. Exposure in a given area is related to how much fuel is being burned, the composition of the smoke, the location of the fire(s), the plume dynamics of the fire(s), and the atmospheric conditions that determine how smoke is dispersed and transported.

Limiting exposure to wildfire smoke is the best action available to reduce negative public health impacts. Observations of current and recent PM2.5 concentrations and forecasts of smoke impacts on future PM2.5 concentrations are essential for informing the public and guiding strategies to reduce smoke exposure. Observations of PM2.5 concentrations are provided by regulatory air monitoring networks, temporary measurements by teams that respond to wildfires, and a growing informal network of low-cost PM2.5 sensors operated by the public and a range of government entities. Smoke forecasting systems—which are models that integrate composition, emissions, and atmospheric transport—are used to predict PM2.5 concentrations resulting from wildfires.

Forecasting Smoke Impacts

Smoke forecasting systems bring together observations and models of smoke composition, emissions, fire plume dynamics (i.e. how the smoke is vertically distributed in the atmosphere), and atmospheric transport and dispersion.

Composition

The composition of fresh smoke—the relative abundances of pollutants such as PM2.5, carbon monoxide (CO), methane (CH4) and volatile organic compounds (VOC)—varies with the fuels being burned, fire behavior, and environmental conditions. Smoke composition is described with emission factors (EF) which quantify the amounts of different pollutants emitted per kilogram of fuel burned. Knowledge of EF gained through research studies of measuring smoke in the laboratory and in the field are used to improve predictions of the amounts of air pollutants produced by wildfires and prescribed fires.

Emissions

Emissions refers to where, when, and how much of various pollutants are produced by wildland fires. Emissions provide input for the atmospheric models that simulate the movement of smoke through the atmosphere and the concentration of pollutants at a given place and time. Emissions of a specific pollutant, such as PM2.5, can be calculated as the product of area burned, amount of fuel (i.e. fuel loading), combustion completeness (the fraction of fuel consumed by fire), and EFPM2.5 (the emission factor for PM2.5): Emissions of PM2.5 = Area Burned x Fuel Load x Combustion Completeness x EFPM2.5 The area burned by fires is determined using observations from sensors on satellites and aircraft. Fuel loading is provided by maps of forest and rangeland vegetation type, structure, and the history of disturbances, such as previous fire, bark beetle outbreaks, and thinning or logging activities. Models that simulate fire behavior and fuel consumption are used to estimate combustion completeness. Fire researchers continue to develop new methods and datasets to estimate fire emissions across scales: from hourly emissions produced by individual fires to daily, nationwide emissions from all fires. Improved emission calculation methods for individual fires help land managers minimize smoke impacts from prescribed fires. Regional and nationwide emission estimates are used to forecast smoke impacts and understand how smoke affects public health, visibility, and climate.

Transport

An accurate estimate of the amounts of pollutants emitted by a fire at a given location and time is just the starting point for determining how smoke from a wildfire affects air quality. In addition to the amounts of pollutants produced, the impact of smoke on specific locations is influenced by how the emissions are lofted into the atmosphere, and the subsequent transport and dispersion of the plume. Some fires release large amounts of heat and produce buoyant plumes lofting smoke high into the atmosphere where strong winds can transport the pollutants great distances. Other fires, especially those burning at night, release relatively small amounts of heat and generate weak plumes that remain near the surface and can have significant local impacts. Atmospheric models are used to simulate the movement of smoke through the atmosphere and to calculate the concentration of pollutants.

Impacts

Wildfire smoke can be a serious threat to human health. In general, the severity of health impacts from smoke depends on both the concentration and duration of exposure. While smoke forecasting systems can predict pollutant concentrations resulting from wildfires, these forecasts are often highly uncertain due to complexity of the fuels-fire-atmosphere processes that produce and transport smoke. Therefore, real-time measurements of surface-level PM2.5 are needed to support activities that can directly or indirectly protect the public from the health and safety hazards of wildland fire smoke. These activities include air quality forecasting, issuing guidance to the public for limiting smoke exposure, managing prescribed fires to reduce smoke impacts, monitoring the exposure of wildland firefighters to PM2.5, estimating population-level exposure to PM2.5 in retrospective health studies, and the development and validation of smoke modeling systems.

The primary source of PM2.5 observations are regulatory air monitoring sites, which are limited in number and concentrated in urban areas and do not provide adequate coverage to characterize wildland fire smoke impacts. In the 12 western U.S. states there are only ~ 300 regulatory monitoring sites providing hourly observations of PM2.5. Most rural communities susceptible to wildland fire smoke are without regulatory monitors. Existing air pollution monitoring networks do not satisfactorily measure smoke impacts and leave rural populations without adequate public health information. In response to concerns about smoke exposure, federal, state, and local agencies have initiated efforts to provide non-regulatory monitoring of smoke impacts during the wildfire season and during prescribed burn operations. Recently, PM2.5 monitors that are low-cost and require minimal technical expertise to use have become widely available. There is a growing informal network of these low-cost PM2.5 sensors operated by the public and a range of governmental entities which is greatly expanding the monitoring of smoke impacts.

Smoke

Additional Resources

Smoke Ready Resources

  • AirNow Fire and Smoke Map. The AirNow Fire and Smoke Map provides air quality information, fire locations, smoke plumes, and smoke forecasts. The Fire and Smoke Map allows users to access recent, current, and forecasted air quality conditions and smoke impacts from locations across the U.S. and Canada. It is a collaboration between the U.S. Forest Service and the U.S. Environmental Protection Agency.
  • AirNow – When Smoke Is in the Air. U.S. Environmental Protection Agency website providing information on actions the public can take to protect against wildfire smoke.
  • CDC Wildfires – How Wildfire Smoke Affects Your Body. Center for Disease Control website providing information on the health effects of wildfire smoke and steps that can be taken to protect against wildfire related hazards.

Further Reading