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How Bad Air Quality Slows Down Marathon Runners

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Friday, February 28, 2025

February 28, 20254 min readHow Bad Air Quality Slows Down Marathon RunnersEven modest amounts of air pollution may affect athletic performance, a new study findsBy Claire Maldarelli edited by Tanya LewisParticipants run during the 2014 Beijing International Marathon in heavy smog. Even moderately poor air quality can affect finish times, a new study shows. Imaginechina Limited/Alamy Stock PhotoAsk any marathon runner a week before their big race what they are doing, and they’ll almost certainly be refreshing the weather app on their phone. That’s because humid conditions, freezing rain or even a day that is too sunny and hot can cause them to be slower during a race than they were in training. Runners spend months training for marathons, and it can be crushing if their hard-earned performance is affected by something that is completely out of their control, such as the weather. Now these athletes might have another factor to obsess over in the days leading up to their race: air quality.A new study published last December in Sports Medicine found an association between air pollution at higher levels—albeit below those set by current Environmental Protection Agency standards—and slower marathon finishing times. The results suggest that even modest amounts of air pollution may be affecting athletic performance.The researchers zeroed in on the levels of a type of air pollution known as fine particulate matter, or PM2.5. These are microscopic particles that accumulate in the air from a variety of pollutants such as forest fires, agricultural waste and car exhaust. The particles are so small that they can easily make their way deep into the lungs and can even enter the bloodstream. Previous research has long implicated these tiny air particles in various medical issues. Studies have found correlations between increased exposure to PM2.5, both for short and extended periods of time, and a variety of health issues, including cancer, cardiovascular disease and lung conditions.On supporting science journalismIf you're enjoying this article, consider supporting our award-winning journalism by subscribing. By purchasing a subscription you are helping to ensure the future of impactful stories about the discoveries and ideas shaping our world today.Studies have also shown that exercising during times of poor air quality—for instance, when there is a high level of these fine particulates in the air—is detrimental to our health. But little is known about the effects this type of air pollution can have on performance in endurance events such as marathons, which require athletes to be outside exercising and breathing heavily for hours at a time.To better understand this, the researchers used a machine-learning model to estimate how much fine particulate matter was in the air at every mile marker on the course of nine marathons located across the U.S. between 2003 and 2019. This learning model combined data from various sources, including air sensors, with longitude and latitude coordinates, weather and topography. Using this model—rather than relying on monitoring stations, which can often be miles away from a marathon course—allowed the researchers to more precisely estimate what the air quality was like throughout each course, often down to the mile.They then compared these data with corresponding finishing times for the marathon events from more than 1.5 million finish times for male runners and slightly more than a million finish times for female runners. The researchers adjusted for other weather factors that could influence times, such as high heat or high humidity.The results showed that an increase of just one microgram per cubic meter in PM2.5 levels correlated with a 32-second-slower finishing time for male marathoners and a 25-second-slower finishing time for female ones. Further, these effects were the most profound on what the study called “faster than median” finishers—in other words, runners who were fast but not necessarily elite-level.Elvira Fleury, a doctoral student at the Harvard T. H. Chan School of Public Health and lead author of the study, says that marathoners should think of air pollution in a similar way to other weather conditions, such as heat and humidity, on race day. “When evaluating your performance, think about it the way you might think about heat. If it was really hot on the day of the marathon, you might tell yourself, ‘It’s okay that I ran a little slower because it was hot,’” says Fleury, who is an endurance athlete herself. “That’s what you can do with this data and say, ‘It was really polluted; maybe I ran a little slower than I perhaps could have.’”“These results highlight the need to look at how the ‘effective dose’ of a certain pollutant might change in exercise conditions and what that might mean for health,” says Matthew Ely, an assistant professor of human physiology at Providence College, whose work focuses on cardiovascular physiology and the influence of environmental factors on exercise performance. Ely wasn’t involved in the current study.While there hasn’t been much research on the connection between air quality and race performance in endurance events in general, this new study is in line with what is currently available. A small study published in 2023 in Scientific Reports tracked 334 male college athletes from 46 universities across the U.S. and measured their exposure to air pollution and ozone during a 21-day training period leading up to a five-kilometer (3.1-mile) championship race. The researchers found those exposed to higher levels of both PM2.5 and ozone during the training period had, on average, slower race finishing times.Beyond race times, the results open up new questions about exercise, air pollution and runners’ safety. For one, the researchers want to better understand what is happening on a physiological level when people run in poor air quality. Because this study only found a correlation between running performance and air quality, a fundamental next step for research, Fleury says, would be to understand what is going on in the body to cause worse performances. The researchers speculate that increases in fine particulate matter could be reducing running performance by constricting blood vessels, increasing inflammation, and impairing lung and brain function, but further research is needed to pin down the exact mechanisms at play.The findings also suggest that air quality may be having a more profound effect on exercise than previously thought. Importantly, the study found that even modest increases in fine particulate matter—at levels below current ambient air quality standards set by the EPA—resulted in reduced athletic performance.Most major marathons, such as those in New York City, Boston, Chicago, Tokyo and London, are in large urban areas, Ely notes. “We all know that exercise is important for us. We also know that environmental pollutants are present in big cities,” he says. “Is this something that we have to pay more attention to?”

Even modest amounts of air pollution may affect athletic performance, a new study finds

February 28, 2025

4 min read

How Bad Air Quality Slows Down Marathon Runners

Even modest amounts of air pollution may affect athletic performance, a new study finds

By Claire Maldarelli edited by Tanya Lewis

Marathon participants on a closed highway run through smoggy air

Participants run during the 2014 Beijing International Marathon in heavy smog. Even moderately poor air quality can affect finish times, a new study shows.

Imaginechina Limited/Alamy Stock Photo

Ask any marathon runner a week before their big race what they are doing, and they’ll almost certainly be refreshing the weather app on their phone. That’s because humid conditions, freezing rain or even a day that is too sunny and hot can cause them to be slower during a race than they were in training. Runners spend months training for marathons, and it can be crushing if their hard-earned performance is affected by something that is completely out of their control, such as the weather. Now these athletes might have another factor to obsess over in the days leading up to their race: air quality.

A new study published last December in Sports Medicine found an association between air pollution at higher levels—albeit below those set by current Environmental Protection Agency standards—and slower marathon finishing times. The results suggest that even modest amounts of air pollution may be affecting athletic performance.

The researchers zeroed in on the levels of a type of air pollution known as fine particulate matter, or PM2.5. These are microscopic particles that accumulate in the air from a variety of pollutants such as forest fires, agricultural waste and car exhaust. The particles are so small that they can easily make their way deep into the lungs and can even enter the bloodstream. Previous research has long implicated these tiny air particles in various medical issues. Studies have found correlations between increased exposure to PM2.5, both for short and extended periods of time, and a variety of health issues, including cancer, cardiovascular disease and lung conditions.


On supporting science journalism

If you're enjoying this article, consider supporting our award-winning journalism by subscribing. By purchasing a subscription you are helping to ensure the future of impactful stories about the discoveries and ideas shaping our world today.


Studies have also shown that exercising during times of poor air quality—for instance, when there is a high level of these fine particulates in the air—is detrimental to our health. But little is known about the effects this type of air pollution can have on performance in endurance events such as marathons, which require athletes to be outside exercising and breathing heavily for hours at a time.

To better understand this, the researchers used a machine-learning model to estimate how much fine particulate matter was in the air at every mile marker on the course of nine marathons located across the U.S. between 2003 and 2019. This learning model combined data from various sources, including air sensors, with longitude and latitude coordinates, weather and topography. Using this model—rather than relying on monitoring stations, which can often be miles away from a marathon course—allowed the researchers to more precisely estimate what the air quality was like throughout each course, often down to the mile.

They then compared these data with corresponding finishing times for the marathon events from more than 1.5 million finish times for male runners and slightly more than a million finish times for female runners. The researchers adjusted for other weather factors that could influence times, such as high heat or high humidity.

The results showed that an increase of just one microgram per cubic meter in PM2.5 levels correlated with a 32-second-slower finishing time for male marathoners and a 25-second-slower finishing time for female ones. Further, these effects were the most profound on what the study called “faster than median” finishers—in other words, runners who were fast but not necessarily elite-level.

Elvira Fleury, a doctoral student at the Harvard T. H. Chan School of Public Health and lead author of the study, says that marathoners should think of air pollution in a similar way to other weather conditions, such as heat and humidity, on race day. “When evaluating your performance, think about it the way you might think about heat. If it was really hot on the day of the marathon, you might tell yourself, ‘It’s okay that I ran a little slower because it was hot,’” says Fleury, who is an endurance athlete herself. “That’s what you can do with this data and say, ‘It was really polluted; maybe I ran a little slower than I perhaps could have.’”

“These results highlight the need to look at how the ‘effective dose’ of a certain pollutant might change in exercise conditions and what that might mean for health,” says Matthew Ely, an assistant professor of human physiology at Providence College, whose work focuses on cardiovascular physiology and the influence of environmental factors on exercise performance. Ely wasn’t involved in the current study.

While there hasn’t been much research on the connection between air quality and race performance in endurance events in general, this new study is in line with what is currently available. A small study published in 2023 in Scientific Reports tracked 334 male college athletes from 46 universities across the U.S. and measured their exposure to air pollution and ozone during a 21-day training period leading up to a five-kilometer (3.1-mile) championship race. The researchers found those exposed to higher levels of both PM2.5 and ozone during the training period had, on average, slower race finishing times.

Beyond race times, the results open up new questions about exercise, air pollution and runners’ safety. For one, the researchers want to better understand what is happening on a physiological level when people run in poor air quality. Because this study only found a correlation between running performance and air quality, a fundamental next step for research, Fleury says, would be to understand what is going on in the body to cause worse performances. The researchers speculate that increases in fine particulate matter could be reducing running performance by constricting blood vessels, increasing inflammation, and impairing lung and brain function, but further research is needed to pin down the exact mechanisms at play.

The findings also suggest that air quality may be having a more profound effect on exercise than previously thought. Importantly, the study found that even modest increases in fine particulate matter—at levels below current ambient air quality standards set by the EPA—resulted in reduced athletic performance.

Most major marathons, such as those in New York City, Boston, Chicago, Tokyo and London, are in large urban areas, Ely notes. “We all know that exercise is important for us. We also know that environmental pollutants are present in big cities,” he says. “Is this something that we have to pay more attention to?”

Read the full story here.
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Environmental Agency Denies Petition to Designate Big Hole River as Impaired by Nutrient Pollution

Montana’s environmental regulator has denied a petition to designate the Big Hole River as impaired by nitrogen and phosphorus

Montana’s environmental regulator has denied a petition to designate the Big Hole River as impaired by nitrogen and phosphorus, throwing a wrench in environmentalists’ efforts to put the blue-ribbon fishery on a “pollution diet.”Upper Missouri Waterkeeper and the Big Hole River Foundation contend that excess nutrients are creating regular summertime algal blooms that can stretch for more than a mile, robbing fish and the macroinvertebrate bugs they eat of the oxygen they need to thrive. The groups argue in the petition they sent to the Montana Department of Environmental Quality last month that an impairment designation would direct the agency to identify and work to reduce the river’s pollution sources in an effort to rebalance the river’s aquatic ecosystem.On April 14, about a month after receiving the 32-page petition, DEQ wrote that it “cannot grant” the group’s petition. The agency’s letter doesn’t quibble with the groups’ findings, which were detailed in a five-year data collection effort. Instead, the agency suggested that legislation passed in 2021 has tied its hands. “As a result of Senate Bill 358, passed during the 2021 Legislative Session … DEQ is unable to base nutrient assessment upon the numeric nutrient criteria,” the letter, signed by DEQ Director Sonja Nowakowski, reads. In an April 23 conversation with Montana Free Press, Upper Missouri Waterkeeper Executive Director Guy Alsentzer criticized the agency’s decision, arguing that it did not use the best available science and applied “illogical and disingenuous” reasoning in its denial. “EPA already took action and struck down Senate Bill 358 from the 2021 session,” Alsentzer said, referencing federal regulators’ oversight of state laws and rules governing water quality. “Numeric criteria are applicable.”A spokesperson for the EPA confirmed Alsentzer’s assertion, writing in an April 24 email to MTFP that numeric nutrient standards for nitrogen and phosphorus the agency approved a decade ago “remain in effect for Clean Water Act purposes” and will remain so “unless or until the EPA approves the removal of the currently applicable numeric nutrient criteria and approves revised water quality standards.”A DEQ spokesperson did not directly answer MTFP’s questions about what water quality standards DEQ is using to assess Montana waterways and determine whether permittees are complying with state and federal regulations.The agency wrote in an email that no permitted pollution sources under its regulatory oversight are discharging into the Big Hole, suggesting that its enforcement role is limited. The agency also wrote that an impairment designation is not required to implement water quality improvement projects such as creating riparian buffers, improving forest roads, or creating shaded areas. “Watershed partners may begin actively working on nonpoint source pollution reduction projects at any time,” DEQ spokesperson Madison McGeffers wrote to MTFP. “There is nothing standing in the way of starting work on these types of projects to improve water quality. In fact, the Big Hole River Watershed Committee is actively implementing its Watershed Restoration Plan with funds and support from DEQ Nonpoint Source & Wetland Section’s 319 program.”Alsentzer countered that a science-based cleanup plan and greater accountability will benefit the Big Hole regardless of whether nutrients are flowing into the river from a pipe or entering via more diffuse and harder-to-regulate channels.“You can’t get to that if you don’t recognize that you’ve got a problem we need to solve,” he said, adding that an impairment designation “unlocks pass-through funding to the tune of millions of dollars.”Addressing manmade threats to the Big Hole should be a priority for DEQ, given local communities’ economic reliance on a healthy river, he added.“It’s just a real tragic state of affairs when you have a blue-ribbon trout fishery in a very rural county that’s essentially having its livelihood flushed down the drain because we can’t get our agencies to actually implement baseline river protections (and) use science-based standards,” Alsentzer said. “When people try to do the work for the agency and help them, they’re getting told to go pound sand. I think that’s wrong.”Two years ago, Montana Fish, Wildlife and Parks biologists recorded historically low numbers of brown trout along some stretches of the Big Hole. Anglers and conservationists floated a number of possible contributing factors, ranging from pathogens and drought conditions to angling pressure and unmitigated pollution. Save Wild Trout, a nonprofit formed in 2023 to understand which factors merit further investigation, described the 2023 southwestern Montana fishery “collapse” as a “canary in the coal mine moment.”In response to the 2023 population slump, Gov. Greg Gianforte announced the launch of a multiyear research effort on Jefferson Basin rivers that FWP is coordinating with Montana State University. Narrative Standards For ‘Undesirable Aquatic Life’ DEQ’s letter to Upper Missouri Waterkeeper and the Big Hole River Foundation leaves open the possibility of a future impairment designation based on narrative water quality standards. After mentioning the 2021 legislation, Nowakowski wrote that the agency reviewed the submitted data “along with other readily available data, in consideration of the state’s established narrative criteria.”The letter goes on to outline the additional material petitioners would need to submit for the agency to evaluate an impairment designation using narrative criteria, which establish that surface waters must be “free from substances” that “create conditions which produce undesirable aquatic life.”In an April 22 letter, Upper Missouri Waterkeeper and the Big Hole River Foundation addressed the petition denial in two parts. First, the groups argued that numeric nutrient standards apply. Second, they resubmitted material — photos, emails, a macroinvertebrate report, and “Aquatic Plant Visual Assessment Forms” — to support an impairment designation under the looser narrative standards. “We encourage DEQ to do the right thing, use all available science to determine the Big Hole River impaired for nutrients, and commit to working with petitioners and other (stakeholders) in addressing the pollution sources undermining this world-class waterway and harming the diverse uses it supports,” the letter says. Alsentzer noted that he has set up a meeting with the EPA to discuss DEQ’s treatment of the petition and its description of applicable water quality standards.The dispute over numeric nutrient standards comes shortly after the Legislature passed another bill seeking to repeal them. Any day now, Gianforte is expected to sign House Bill 664, which bears a striking similarity to 2021’s Senate Bill 358. HB 664 has garnered support from Nowakowski, who described it as a “time travel” bill that will return the state to “individual, site-by-site” regulations in lieu of more broadly applicable numeric standards. This story was originally published by Montana Free Press and distributed through a partnership with The Associated Press.Copyright 2025 The Associated Press. All rights reserved. This material may not be published, broadcast, rewritten or redistributed.Photos You Should See - Feb. 2025

Supreme Court justices consider reviving industry bid to ax California clean car rule

The Supreme Court on Wednesday heard oral arguments in a case that could revive a bid by fuel producers to ax California’s clean car standards. The court was not considering the legality of the standards themselves, which ​​require car companies to sell new vehicles in the state that produce less pollution — including by mandating...

The Supreme Court on Wednesday heard oral arguments in a case that could revive a bid by fuel producers to ax California’s clean car standards. The court was not considering the legality of the standards themselves, which ​​require car companies to sell new vehicles in the state that produce less pollution — including by mandating a significant share of cars sold to be electric or hybrid.  Instead, the Supreme Court was considering whether the fuel industry had the authority to bring the lawsuit at all. A lower court determined that the producers, which include numerous biofuel companies and trade groups representing both them and the makers of gasoline, did not have standing to bring the case. Some of the justices were quiet, so it’s difficult to predict what the ultimate outcome of the case will be. However, others appeared critical of the federal government and California’s arguments that the fuel producers do not have the right to bring a suit. Justice Brett Kavanaugh in particular noted that the Environmental Protection Agency (EPA) itself did not initially try to have the case tossed on that basis.  “Isn't that a tell here? I mean, EPA, as you, of course, know, routinely raises standing objections when there's even — even a hint of a question about it,” Kavanaugh said.  The fuel producers argued that while it was technically the auto industry that was being regulated, the market was being “tilted” against them as well by California’s rule, which was also adopted by other states. The EPA and California have argued that the fuel producers are arguing on the basis of outdated facts and a market that has shifted since the rule was first approved by the EPA in 2013.  The EPA needs to grant approval to California to issue such rules. The approval was revoked by the Trump administration and later reinstated in the Biden administration.  If the justices revive the currently dismissed case, lower courts would then have to decide whether to uphold the California rule — though the underlying case could eventually make its way to the high court as well.  Meanwhile, California has since passed subsequent standards that go even further — banning the sale of gas-powered cars in the state by 2035. That rule was approved by the Biden administration — though Congress may try to repeal it.

EPA fires or reassigns hundreds of staffers

The Environmental Protection Agency plans to fire or reassign more than 450 staffers working on environmental justice issues, it said Tuesday.Why it matters: The large-scale changes could effectively end much of the EPA's work tackling pollution in historically disadvantaged communities.It's part of the Trump administration's effort to vastly shrink the federal workforce. EPA has around 15,000 employees.Driving the news: EPA notified roughly 280 employees that they will be fired in a "reduction in force." Another 175 who perform "statutory functions" will be reassigned.The employees come from the Office of Environmental Justice and External Civil Rights, the Office of Inclusive Excellence, and EPA regional offices."EPA is taking the next step to terminate the Biden-Harris Administration's Diversity, Equity, and Inclusion and Environmental Justice arms of the agency," a spokesperson said.Between the lines: The firings will likely see challenges from congressional Democrats and the employees themselves.EPA had previously put many environmental justice staffers on administrative leave.Administrator Lee Zeldin, during a Monday news conference, defended the agency's broader efforts to cut environmental justice grant programs, arguing the money is ill-spent."The problem is that, in the name of environmental justice, a dollar will get secured and not get spent on remediating that environmental issue," he said.

The Environmental Protection Agency plans to fire or reassign more than 450 staffers working on environmental justice issues, it said Tuesday.Why it matters: The large-scale changes could effectively end much of the EPA's work tackling pollution in historically disadvantaged communities.It's part of the Trump administration's effort to vastly shrink the federal workforce. EPA has around 15,000 employees.Driving the news: EPA notified roughly 280 employees that they will be fired in a "reduction in force." Another 175 who perform "statutory functions" will be reassigned.The employees come from the Office of Environmental Justice and External Civil Rights, the Office of Inclusive Excellence, and EPA regional offices."EPA is taking the next step to terminate the Biden-Harris Administration's Diversity, Equity, and Inclusion and Environmental Justice arms of the agency," a spokesperson said.Between the lines: The firings will likely see challenges from congressional Democrats and the employees themselves.EPA had previously put many environmental justice staffers on administrative leave.Administrator Lee Zeldin, during a Monday news conference, defended the agency's broader efforts to cut environmental justice grant programs, arguing the money is ill-spent."The problem is that, in the name of environmental justice, a dollar will get secured and not get spent on remediating that environmental issue," he said.

EPA firing 280 staffers who fought pollution in overburdened neighborhoods

The Environmental Protection Agency (EPA) will fire 280 staffers who worked on tackling pollution in overburdened and underserved communities and will reassign another 175. These staffers worked in an area known as “environmental justice,” which helps communities that face a disproportionate amount of pollution exposure, especially minority or low-income communities.  The EPA has framed its...

The Environmental Protection Agency (EPA) will fire 280 staffers who worked on tackling pollution in overburdened and underserved communities and will reassign another 175. These staffers worked in an area known as “environmental justice,” which helps communities that face a disproportionate amount of pollution exposure, especially minority or low-income communities.  The EPA has framed its efforts to cut these programs — including its previous closure of environmental justice offices — as part of a push to end diversity programming in the government. Supporters of the agency's environmental justice work have pointed out that Black communities face particularly high pollution levels and that the programs also help white Americans, especially if they are poor.  “EPA is taking the next step to terminate the Biden-Harris Administration’s Diversity, Equity, and Inclusion and Environmental Justice arms of the agency,” an EPA spokesperson said in a written statement.   “Today, EPA notified diversity, equity, and inclusion and environmental justice employees that EPA will be conducting a Reduction in Force,” the spokesperson said. “The agency also notified certain statutory and mission essential employees that they are being reassigned to other offices through the ‘transfer of function’ procedure also outlined in [the Office of Personnel Management’s] Handbook and federal regulations” The firings will be effective July 31, according to E&E News, which first reported that they were occurring. The news comes as the Trump administration has broadly sought to cut the federal workforce. The administration has previously indicated that it planned to cut 65 percent of the EPA’s overall budget. It’s not clear how much of this will be staff, though according to a plan reviewed by Democrat House staff, the EPA is considering the termination of as many as about 1,100 employees from its scientific research arm.  Meanwhile, as part of their reductions in force, other agencies including the Department of Health and Human Services and the Department of Veterans Affairs have fired tens of thousands of staffers. The EPA is smaller than these agencies, with a total of more than 15,000 employees as of January.  Nearly 170 environmental justice staffers were previously placed on paid leave while the agency was “in the process of evaluating new structure and organization.”

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