Wildfires are changing the air we breathe—here’s what that means for your health
Why smoke from Western wildfires could be harming you—even miles away from the flame
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Smoke from the Idaho’s Elkhorn fire blankets the Salmon River on July 31, 2023. Photo credit: Brian Maffly.
view moreCredit: Photo credit: Brian Maffly
As wildfires grow larger and more frequent across the West, researchers from Colorado, Utah, and California are digging into how smoke affects the air—and our health.
In a new study published in the journal Atmospheric Environment, the team shows that large wildfires, like those we’ve seen in Colorado, Oregon, and California in recent years, produce large amounts of ozone into the atmosphere. This not only impacts our lungs and other health concerns but also contributes to the warming of the planet.
CU Denver mathematics professor emeritus Jan Mandel was part of the research team, which included faculty from the University of Utah (UT) and San Jose State University. The study was led by Derek Mallia, a research assistant professor of Atmospheric Sciences at UT, who has long collaborated with Mandel on wildfire modeling.
The team focused on large wildfires in 2020 that affected much of the Western United States. From Aug. 15-26, 2020, wildfires burned more than 1 million acres across seven northern California counties, causing $12 billion in damage. Dozens of fires raged elsewhere, including Utah’s 90,000-acre East Fork fire and Oregon’s Lionshead and Beachie Creek fires that burned a combined 400,000 acres. During that same time, multiple air quality and pollutant alerts were issued in Colorado as residents dealt with smoke-filled skies.
Mandel developed most of the computer code used to model the wildfire chemical emissions that ended up in the atmosphere. He worked alongside Mallia and Adam Kochanski, associate professor at San Jose State University, both longtime collaborators.
“Wildfires do not emit ozone directly,” Mandel said. “Wildfire smoke contains chemical compounds that react with sunlight to produce ozone, often far from the fire itself. Modeling this requires sophisticated atmospheric chemistry and weather prediction software, which we integrated with our wildfire model.”
The research paper concludes that, on average, the presence of wildfire smoke increases ozone concentrations by 21 parts per billion (ppb). That is on top of already high ozone levels in the West, pushing concentrations beyond the 70-ppb health standard set by the U.S. Environmental Protection Agency.
Ozone is a health hazard. The Colorado Department of Public Health & Environment states that symptoms can range from coughing to lung and cardiovascular disease and, in some cases, premature death.
Mandel’s area of expertise includes applied and computational mathematics, high-performance computing, data assimilation, and wildfire modeling. He has multiple mathematics degrees from Charles University in Prague including in computer science, mathematical models in economics, and numerical mathematics. Before joining CU Denver in 1986, Mandel was a senior scientist at Charles University. He has almost 200 published articles and has served on several National Science Foundation advisory panels. He also has provided consulting services to industry, including for the design of the Swedish Grippen jet fighter, and developed a computational method used in Japan in the analysis of Fukushima nuclear reactors on the then fastest supercomputer in the world. In 2025, Mandel was named among the top 2% of highly cited scientists in the world, according to Stanford University and Elsevier. In 2021, he was rated by research.com among the top 1000 mathematics scientists globally and top 2,000 in Technology and Engineering. He retired from CU Denver in 2024 but continues at the university as professor emeritus working on NASA-related research. He also serves as a high-performance computing system administrator.
Other co-authors of the study include undergraduate student Cambria White and Research Scientist Angel Farguell, who was previously a postdoc at CU Denver, both from San Jose State University’s Wildfire Interdisciplinary Research Center. The Utah Division of Air Quality, NASA’s FireSense Project, and the University of Utah’s Wilkes Center for Climate Science & Policy provided funding for the research.
Journal
Atmospheric Environment
Method of Research
Computational simulation/modeling
Subject of Research
Not applicable
Article Title
Simulating the impacts of regional wildfire smoke on ozone using a coupled fire-atmosphere-chemistry model
US faces rising death toll from wildfire smoke, study finds
Wildfires burning across Canada and the Western United States are spewing smoke over millions of Americans – the latest examples of ashy haze becoming a regular experience, with health impacts far greater than scientists previously estimated.
Although wildfires have long been part of life in the Western U.S., warmer, drier conditions are fueling bigger blazes that occur more often and for longer. Smoke from these blazes is spreading farther and lingering longer than in the past. In a Sept. 18 study in Nature, Stanford University researchers estimate that continued global warming could lead to about 30,000 additional deaths each year nationwide by 2050, as climate-driven increases in fire activity generate more smoke pollution across North America.
“There’s a broad understanding that wildfire activity and wildfire smoke exposure are changing quickly. This is a lived experience, unfortunately, for folks on the West Coast over the last decade and folks on the East Coast in the last few years,” said senior study author Marshall Burke, a professor of environmental social sciences in the Stanford Doerr School of Sustainability. “Our paper puts some numbers on what that change in exposure means for health outcomes, both now and in the future as the climate warms.”
The researchers found no U.S. community is safe from smoke exposure. When monetized, deaths related to wildfire smoke could reach $608 billion in annual damages by 2050 under a business-as-usual emissions scenario where global temperatures rise about 2 degrees Celsius above pre-industrial levels. That estimated toll surpasses current estimates of economic costs from all other climate-driven damages in the U.S. combined, including temperature-related deaths, agricultural losses, and storm damage.
“What we see, and this is consistent with what others find, is a nationwide increase in wildfire smoke,” said lead study author Minghao Qiu, an assistant professor at Stony Brook University who worked on the study as a postdoctoral researcher in Burke’s lab. “There are larger increases on the West Coast, but there’s also long-range transport of wildfire smoke across the country, including massive recent smoke events in the Eastern and Midwestern U.S. from Canadian fires.”
Uniquely dangerous pollution
Deaths from wildfire smoke result from inhaling a complex mix of chemicals. Wildfires can expose large numbers of people to these toxic pollutants for days or weeks at a time, contributing to deaths up to three years after the initial exposure, according to the new study.
Within wildfire smoke pollution, researchers often focus on fine particulate matter, known as PM2.5, which penetrates the lungs and enters the bloodstream. While the health effects of PM2.5 from other sources are well studied, less is known about the specific dangers of PM2.5 from wildfire smoke. Some recent research shows that wildfire smoke can contain a range of toxic chemicals harmful to human health. Qiu, Burke, and colleagues used U.S. death records to assess these additional risks from smoke.
The researchers combined county-level data on all recorded U.S. deaths from 2006 to 2019 with measurements of ground-level smoke emissions, wind variation, and the movement of airborne particulate matter, using machine learning to predict how wildfire emissions changes in one area affected smoke concentrations in another. They linked changes in smoke concentrations to variation in historical mortality and used global climate models to project future fire activity, smoke levels, and health impacts under different warming scenarios through 2050.
The results show that excess deaths from smoke PM2.5 exposure under a business-as-usual emissions scenario could increase more than 70% to 70,000 per year from roughly 40,000 annual deaths attributed to smoke from 2011 to 2020. The largest projected increases in annual smoke exposure deaths occur in California (5,060 additional deaths), New York (1,810), Washington (1,730), Texas (1,700), and Pennsylvania (1,600).
Understanding climate impacts
By quantifying economic damage from smoke-related deaths, the findings uncover a hidden tax on families and businesses. The researchers found that even if the world cuts emissions rapidly enough to stabilize global temperatures below 2 C by the end of the century, deaths from climate-driven smoke exposure in the U.S. alone would likely still exceed 60,000 per year by 2050.
“If you look at the leading climate impact assessment tools that are used to inform policy, none of them incorporate how changes in climate could influence wildfire smoke and related human mortality,” Qiu said. “Our study shows climate models are missing a huge part of the climate impacts in the U.S. – it’s like leaving the main character out of a movie.”
A shared burden
Actions by public health officials and communities can mitigate this growing threat. For example, investing in better indoor air filtration can help reduce exposure for vulnerable individuals or communities. Prescribed burns or other fuels management approaches can help to reduce the severity of wildfires and resulting smoke waves.
“Our understanding of who is vulnerable to this exposure is much broader than we thought,” Burke said. “It’s pregnant people, it’s kids in schools, it’s anyone with asthma, it’s people with cancer. We look at one specific health outcome in this study – mortality – and unfortunately find a shared burden of exposure for individuals across the U.S.”
Burke is also a professor (by courtesy) of Earth system science; deputy director at the Center on Food Security and the Environment; and a senior fellow with the Stanford Institute for Economic Policy Research (SIEPR), the Woods Institute for the Environment, and the Freeman Spogli Institute for International Studies.
Additional Stanford co-authors include Jessica Li, a research data analyst at the Center on Food Security and the Environment; Renzhi Jing, a postdoctoral researcher in primary care and population policy; Makoto Kelp, a postdoctoral researcher in Earth system science; Jeff Wen, a PhD student in Earth system science; Mathew Kiang, assistant professor of epidemiology and population health; Sam Heft-Neal, a senior research scholar at the Center on Food Security and the Environment; and Noah Diffenbaugh, the Kara J Foundation Professor and Kimmelman Family Senior Fellow. Other study co-authors are from the University of California, San Diego, the University of Washington, Princeton University, the National Oceanic and Atmospheric Administration, and the National Bureau of Economic Research.
This research was supported by the Keck Foundation, Stanford’s Center for Innovation in Global Health, Stony Brook University, the Harvard University Center for the Environment, and the Stanford Research Computing Center.
Journal
Nature
Article Title
Wildfire smoke exposure and mortality burden in the US under climate change
Article Publication Date
18-Sep-2025
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