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‘How did we miss this for so long?’: The link between extreme heat and preterm birth

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Thursday, May 30, 2024

When Rupa Basu was pregnant with her second child, her body temperature felt out of control — particularly as her third trimester began in the summer of 2007. It wasn’t particularly hot in Oakland, California, with high temperatures reaching 80 degrees Fahrenheit. Still, she felt uncomfortably warm even as her colleagues and friends were unbothered. As her October due date approached, she drank extra fluids and avoided going outside during the hottest stretch of the day. “This is really weird,” she recalls thinking. She wondered if there could be a biological mechanism at work.  That notion had troubling implications. “If this is a biological response, imagine what’s happening in places like India and Africa where the heat can get to an unbearable 130 degrees Fahrenheit,” Basu remembers thinking. As a researcher at the California Environmental Protection Agency’s Office of Environmental Health Hazard Assessment, Basu knew that other vulnerable populations, notably the elderly, were particularly susceptible to heat.  But she couldn’t find any answers to one fundamental question: do higher temperatures lead to premature births or other pregnancy complications?  Rupa Basu poses for a photo while pregnant with her second child in June 2007. Courtesy of Rupa Basu As Basu prepared for her second baby’s delivery, she began gathering state weather data and birth records to identify preterm births, those that occur prior to 37 weeks of gestation. Preterm birth is linked to a wide variety of health conditions, including anemia, respiratory distress, jaundice, sepsis, and retinopathy — and, at worst, infant mortality. Researchers, including Basu, had already documented the impacts of air pollution on adverse pregnancy outcomes. But heat was, at the time, uncharted terrain — and the suggestion that it might have an effect was met with skepticism. Colleagues, particularly those who had not ever been pregnant, implied she was wasting her time. But when Basu published her study, her findings spurred similar research all over the world.  Basu analyzed 60,000 summertime births — those taking place between May and September — from 1999 to 2006, across 16 California counties. She found higher rates of preterm births during higher temperatures. She published the research in 2010, and even though she focused on California, it was the first large-scale epidemiological study looking at preterm delivery and temperature conducted anywhere in the world.  What was especially shocking, Basu said, was how much greater the risk was for Black mothers — 2.5 times higher than for white populations. “How did we miss this for so long?” Basu asked. “Women are often the last to get studied. But the most vulnerable people are those who are pregnant.” Those vulnerabilities are intensifying. In the last year, the hottest on record, 6.3 billion people — notably in South and East Asia and the African Sahel — experienced at least 31 days of extreme heat, hotter than 90 percent of documented temperatures between 1991 and 2020, according to a new report.  Breast milk is fed via tubes to a preterm infant at a neonatal intensive care unit in Washington, D.C., in 2017. Astrid Riecken / The Washington Post via Getty Images As human-caused climate change continues, the number, intensity and duration of heat waves will only get worse. Without intervention, those heat waves will cause millions of babies around the world to be born preterm. Higher temperatures will also have knock-on impacts to gestational and fetal health. As temperatures rise, so does drought and air pollution, which also increases the risk of preterm birth or low birthweight babies. Pollutants from vehicle combustion, including nitrogen oxides and volatile organic compounds, react in sunlight to form ozone. And the U.S. Environmental Protection Agency calculated that extreme heat events will also lead to more wildfires, leading to air pollution that is expected to cause thousands of additional preterm births.  Basu began research on pregnant people because they are woefully understudied and they represent one of the most vulnerable populations. Now that there is strong evidence that heat exacerbates adverse birth outcomes, she hopes it will instigate policy change, promote awareness, and ultimately, decrease risk and disparities. “We need to take more action,” she said. “This is preventable.” Emergency medical technicians respond to a pregnant woman suffering from dehydration in July 2023 in Eagle Pass, Texas. Brandon Bell / Getty Images In the 14 years since Basu’s initial paper, dozens of studies have confirmed that higher temperatures and heat waves are linked to preterm birth as well as stillbirth.  In 2020, Basu co-authored a review of 57 studies that found a significant association between air pollution and heat exposure with preterm birth and low birth weight. Scientists have found an association between heat exposure and preterm birth rates in every developed nation, and in the few developing nations to conduct studies so far.  While it’s not yet clear how heat triggers preterm birth, there are several hypotheses — including dehydration, hormonal releases that rupture membranes surrounding the fetus, or poor blood flow between parent and unborn child. This research has taken place against a backdrop of a worsening maternal health crisis in the U.S., particularly in marginalized communities. The U.S. has the highest rate of preterm births in the developed world. Kasey Rivas, associate director of strategic partnerships at the March of Dimes and a co-author of a recent report on birth outcomes and disparities, told me that maternal health disparities in the U.S. stem largely from systemic racism and are worsening due to climate change. Amelia K. Bates / Grist A 2023 study found that the average preterm birth rate was 7.9 percent across North America, Australia, New Zealand, and Europe in 2020; but the United States’ preterm birth rate was higher — 10 percent. By comparison, the highest population-wide preterm birth rate in the world is 13.2 percent in South Asia. U.S. rates of preterm birth increased 4 percent between 2020 and 2021 — and rates were far higher in Black women (14.8 percent) compared to white women (9.5 percent), according to the March of Dimes report. “The data were disturbing and disheartening,” Rivas said. In 2023, a team of scientists decided to take a closer look at a notoriously deadly heat wave in Chicago in 1995 during which over 700 died as high humidity made 106 degrees feel like a hellish 120. “If we didn’t see a racial effect during this event, we won’t see it anywhere,” study co-author Joan Casey, an environmental epidemiologist at the University of Washington in Seattle, recently told me.  Casey and her colleagues found convincingly stark racial disparities. The mean monthly incidence of preterm birth rose 16.7 percent beyond what was expected for Black mothers six months after the heat wave. No such link was seen in non-Hispanic white births.  Further, a study conducted in Harris County, Texas, which includes Houston, the fourth largest U.S. city, found that the risk of preterm birth was 15 percent higher following extremely hot days — and had the greatest impact on communities of color that lived in neighborhoods with more concrete than trees. Clayton Aldern / Grist That finding points to the reasons behind the racial gap in preterm births linked to heat waves. Preterm birth has been linked to a number of factors including inadequate nutrition, exposure to air pollution, lack of access to quality health care, lack of air conditioning, or having a job working outdoors — or several of these at once. Heat only worsens existing risks. And communities of color are more likely than white communities to face all of these risk factors, including heat. Predominantly Black neighborhoods were redlined, or deemed most risky, beginning in the 1930s when insurance companies created maps assigning investment risk levels based on race. Today, those redlined areas have more industrial facilities, excessive truck traffic, and a heavier pollution burden — and often, the least shade or green space. Areas dominated by concrete, asphalt, and buildings experience hotter temperatures due to the urban heat island effect, the phenomenon in which gray infrastructure absorbs and holds more heat than forests or waterways.   Fresno County, California, which has some of the worst air pollution in the United States, exemplifies this pattern. Venise Curry, a consultant for community-based organizations collaborating with the UC San Francisco California Preterm Birth Initiative and others on a prenatal research study designed to lower preterm birth rates, told me that the county’s highest preterm birth numbers are in Southwest Fresno — a formerly redlined, predominantly Black neighborhood of color. Shuttered storefronts line the area west of downtown Fresno, a city with a long history of redlining, or institutionalized housing racism. Luis Sinco / Los Angeles Times Black and white “women experience broadly similar climate changes, but are seeing drastically different outcomes — so something else must be at play,” said Bryttani Wooten, a Ph.D. student at the University of North Carolina at Chapel Hill who has studied racial disparities in preterm birth rates. “That something else is systemic racism, including legacies of residential segregation.”  Obstetric providers in low-income communities of color describe preterm birth as a crisis. “Preterm birth is a 24/7, 365-days-a-year public health emergency in my community,” said Nneoma Nwachuku Ojiaku, an obstetrician in Sacramento. Madeleine Wisner, who was the only midwife provider serving low-income residents in the Sacramento Valley through the state Medicaid program for seven years until recently, described something similar. “A course of maternity care where nothing abnormal happens doesn’t exist any longer in the populations I was serving,” Wisner said. She’s seen a range of birth complications — including abnormally implanted placentas, umbilical cord abnormalities, and preeclampsia — in patients who were exposed to heat, air pollution, or wildfire smoke during pregnancy. Black doulas and midwives are a small but growing population determined to improve Black maternal health, said Maya Jackson, the founder of Mobilizing African American Mothers through Empowerment, or MAAME. She said that while Black midwives were once at the forefront of birthing health care for Black and white mothers post-slavery, their systematic exclusion from medical institutions changed that. Today, Jackson is seeking funding to do community-based research on heat impacts on people of color to make sure that their lived experiences and the impacts of policies that shape housing, green spaces, or industrial pollution in brown and black neighborhoods are documented.  “Somehow living has become a political issue,” she said. A midwife talks with a woman and her pregnant wife in their home in Fountain Valley, California, in June 2021. In an effort to avoid racism and higher maternal mortality rates, some Black women are turning to Black midwives for care. Sarah Reingewirtz / MediaNews Group / Los Angeles Daily News via Getty Images In recent years, researchers have turned their attention to poorer, hotter regions of the world — and the findings are grim. In March, a study conducted among outdoor workers in India found that exposure to heat stress above 81 degrees F doubled the risk of miscarriage. Overall in India, 8.5 percent of pregnancies in urban areas and 6.9 percent in rural areas end in miscarriage.  Ana Bonell, a researcher at the London School of Hygiene and Tropical Medicine, studies heat and birth outcomes in western Africa and Pakistan. She said it’s difficult to conduct research on maternal climate exposure and adverse birth outcomes in most places in Africa because they often don’t have electronic health records or the equipment needed to accurately determine how far along a pregnancy is — information necessary to determine if a birth is, in fact, preterm. Instead, she looked at acute physiological changes in pregnant farmworkers and their fetuses in The Gambia, a country in West Africa where the average temperature is 83 degrees F. In 2022, she published data showing that the farmworkers exhibited a 17 percent increase in fetal stress, defined by a fetal heart rate either above 160 or below 115 beats per minute or decreased placental blood flow, for each degree Celsius of heat. A fetal monitor checks the maternal vital signs of a woman getting ready to have a baby. Education Images / Universal Images Group via Getty Images “[These are] populations that have contributed almost nothing to climate change and are at [the] front lines of the climate crisis,” Bonell said. Research in Ghana, published last year, also found that exposure to temperatures 87 degrees F or higher throughout a pregnancy resulted in an 18 percent increased risk of stillbirth.  “There seems to be this myth of endless adaptation,” said Chandni Singh, a climate researcher at the Indian Institute for Human Settlements. “In tropical countries that are already very hot, there is this continuous expectation to adapt, which is not feasible. You can’t adapt to 45 C” (113 degrees F). And heat has knock-on impacts. “Heat doesn’t come alone; it comes with water scarcity and wildfires,” she said, emphasizing the need to curtail greenhouse gas emissions. Singh has reviewed a number of heat action plans created by city and state governments globally to improve heat advisory messaging or build cooling spaces and environments. She said there is an increasing but still insufficient focus on women, particularly addressing the fact that people who are pregnant or lactating have unique heat adaptation needs.  “We know this is a problem, and certain women are affected more,” said Singh. “How do we deal with that? That’s the next challenge.” A pregnant flood-affected woman carries her child as she walks near her tent at a makeshift camp along a railway track in India’s Punjab province in September 2022. Arif Ali / AFP via Getty Images While research has established the link between heat and preterm birth, the next steps are to figure out how it happens in the body, and more importantly, how to prevent  it.   On an individual level, Ojiaku advises her patients, as early as possible in their pregnancies, to keep cool, stay hydrated, and limit work-related heat exposures as much as possible.  Climate change + fertility Read all the stories in this series Hurricanes + IVF Sea level rise + hypertension Extreme heat + preterm birth Mosquitoes + malaria But other policies are needed to right racial inequities. In 2022, Ojiaku called on Sacramento leaders to improve public health messaging about heat risks — and to appoint a chief heat officer, akin to those in Los Angeles, Phoenix, and Miami, whose job it would be to include pregnant people as at-risk populations in heat advisories.  A March study of 17 federal, 38 state, and 19 city websites with heat-health information found that only seven websites listed pregnant people as vulnerable or at-risk populations.  “We are more likely to see information on how to take care of pets during heat waves than pregnant women,” Ojiaku told me. In addition, she said, creating green spaces such as parks in neighborhoods that have been subject to systemic racism and redlining can offer shade, cool spaces to exercise, and a buffer against air pollution.  “Sacramento is called ‘the city of trees,’ but that’s for a select few in the predominantly wealthier sections of Sacramento,” Ojiaku said. “Other areas are a concrete jungle.”  In 2023, UNICEF, the United Nations Children’s Fund, published a dossier describing measures needed to protect women and children from heat waves. It stressed prevention and preparedness, including training frontline workers to identify heat-related illness and local government adaptations such as providing cooling centers and shaded areas. “We need to get prepared and take heat waves just as seriously as other disasters,” Ojiaku said.  This story was originally published by Grist with the headline ‘How did we miss this for so long?’: The link between extreme heat and preterm birth on May 30, 2024.

Heat waves are making pregnancy more dangerous and exacerbating existing maternal health disparities.

When Rupa Basu was pregnant with her second child, her body temperature felt out of control — particularly as her third trimester began in the summer of 2007. It wasn’t particularly hot in Oakland, California, with high temperatures reaching 80 degrees Fahrenheit. Still, she felt uncomfortably warm even as her colleagues and friends were unbothered.

As her October due date approached, she drank extra fluids and avoided going outside during the hottest stretch of the day. “This is really weird,” she recalls thinking. She wondered if there could be a biological mechanism at work. 

That notion had troubling implications. “If this is a biological response, imagine what’s happening in places like India and Africa where the heat can get to an unbearable 130 degrees Fahrenheit,” Basu remembers thinking. As a researcher at the California Environmental Protection Agency’s Office of Environmental Health Hazard Assessment, Basu knew that other vulnerable populations, notably the elderly, were particularly susceptible to heat

But she couldn’t find any answers to one fundamental question: do higher temperatures lead to premature births or other pregnancy complications? 

A woman in a blue-t-shirt and with a large pregnant belly puts her hands on her hips and looks into the camera
Rupa Basu poses for a photo while pregnant with her second child in June 2007. Courtesy of Rupa Basu

As Basu prepared for her second baby’s delivery, she began gathering state weather data and birth records to identify preterm births, those that occur prior to 37 weeks of gestation. Preterm birth is linked to a wide variety of health conditions, including anemia, respiratory distress, jaundice, sepsis, and retinopathy — and, at worst, infant mortality.

Researchers, including Basu, had already documented the impacts of air pollution on adverse pregnancy outcomes. But heat was, at the time, uncharted terrain — and the suggestion that it might have an effect was met with skepticism. Colleagues, particularly those who had not ever been pregnant, implied she was wasting her time. But when Basu published her study, her findings spurred similar research all over the world. 

Basu analyzed 60,000 summertime births — those taking place between May and September — from 1999 to 2006, across 16 California counties. She found higher rates of preterm births during higher temperatures. She published the research in 2010, and even though she focused on California, it was the first large-scale epidemiological study looking at preterm delivery and temperature conducted anywhere in the world. 

What was especially shocking, Basu said, was how much greater the risk was for Black mothers — 2.5 times higher than for white populations.

“How did we miss this for so long?” Basu asked. “Women are often the last to get studied. But the most vulnerable people are those who are pregnant.”

Those vulnerabilities are intensifying. In the last year, the hottest on record, 6.3 billion people — notably in South and East Asia and the African Sahel — experienced at least 31 days of extreme heat, hotter than 90 percent of documented temperatures between 1991 and 2020, according to a new report

A baby with a feeding tube and a head covering in a preterm birth ward
Breast milk is fed via tubes to a preterm infant at a neonatal intensive care unit in Washington, D.C., in 2017. Astrid Riecken / The Washington Post via Getty Images

As human-caused climate change continues, the number, intensity and duration of heat waves will only get worse. Without intervention, those heat waves will cause millions of babies around the world to be born preterm. Higher temperatures will also have knock-on impacts to gestational and fetal health. As temperatures rise, so does drought and air pollution, which also increases the risk of preterm birth or low birthweight babies. Pollutants from vehicle combustion, including nitrogen oxides and volatile organic compounds, react in sunlight to form ozone. And the U.S. Environmental Protection Agency calculated that extreme heat events will also lead to more wildfires, leading to air pollution that is expected to cause thousands of additional preterm births

Basu began research on pregnant people because they are woefully understudied and they represent one of the most vulnerable populations. Now that there is strong evidence that heat exacerbates adverse birth outcomes, she hopes it will instigate policy change, promote awareness, and ultimately, decrease risk and disparities. “We need to take more action,” she said. “This is preventable.”

Paramedics attend to a person in a yellow stretcher under the bright sun
Emergency medical technicians respond to a pregnant woman suffering from dehydration in July 2023 in Eagle Pass, Texas. Brandon Bell / Getty Images

In the 14 years since Basu’s initial paper, dozens of studies have confirmed that higher temperatures and heat waves are linked to preterm birth as well as stillbirth. 

In 2020, Basu co-authored a review of 57 studies that found a significant association between air pollution and heat exposure with preterm birth and low birth weight. Scientists have found an association between heat exposure and preterm birth rates in every developed nation, and in the few developing nations to conduct studies so far. 

While it’s not yet clear how heat triggers preterm birth, there are several hypotheses — including dehydration, hormonal releases that rupture membranes surrounding the fetus, or poor blood flow between parent and unborn child.

This research has taken place against a backdrop of a worsening maternal health crisis in the U.S., particularly in marginalized communities. The U.S. has the highest rate of preterm births in the developed world. Kasey Rivas, associate director of strategic partnerships at the March of Dimes and a co-author of a recent report on birth outcomes and disparities, told me that maternal health disparities in the U.S. stem largely from systemic racism and are worsening due to climate change.

Amelia K. Bates / Grist

A 2023 study found that the average preterm birth rate was 7.9 percent across North America, Australia, New Zealand, and Europe in 2020; but the United States’ preterm birth rate was higher — 10 percent. By comparison, the highest population-wide preterm birth rate in the world is 13.2 percent in South Asia. U.S. rates of preterm birth increased 4 percent between 2020 and 2021 — and rates were far higher in Black women (14.8 percent) compared to white women (9.5 percent), according to the March of Dimes report. “The data were disturbing and disheartening,” Rivas said.

In 2023, a team of scientists decided to take a closer look at a notoriously deadly heat wave in Chicago in 1995 during which over 700 died as high humidity made 106 degrees feel like a hellish 120. “If we didn’t see a racial effect during this event, we won’t see it anywhere,” study co-author Joan Casey, an environmental epidemiologist at the University of Washington in Seattle, recently told me. 

Casey and her colleagues found convincingly stark racial disparities. The mean monthly incidence of preterm birth rose 16.7 percent beyond what was expected for Black mothers six months after the heat wave. No such link was seen in non-Hispanic white births. 

Further, a study conducted in Harris County, Texas, which includes Houston, the fourth largest U.S. city, found that the risk of preterm birth was 15 percent higher following extremely hot days — and had the greatest impact on communities of color that lived in neighborhoods with more concrete than trees.

A scatter plot comparing mean U.S. state wet-bulb temperatures to preterm birth rates, 2005–2021. Heat indices predict early births, with the highest wet-bulb temperatures and preterm birth rates in the South.
Clayton Aldern / Grist

That finding points to the reasons behind the racial gap in preterm births linked to heat waves. Preterm birth has been linked to a number of factors including inadequate nutrition, exposure to air pollution, lack of access to quality health care, lack of air conditioning, or having a job working outdoors — or several of these at once. Heat only worsens existing risks.

And communities of color are more likely than white communities to face all of these risk factors, including heat. Predominantly Black neighborhoods were redlined, or deemed most risky, beginning in the 1930s when insurance companies created maps assigning investment risk levels based on race. Today, those redlined areas have more industrial facilities, excessive truck traffic, and a heavier pollution burden — and often, the least shade or green space. Areas dominated by concrete, asphalt, and buildings experience hotter temperatures due to the urban heat island effect, the phenomenon in which gray infrastructure absorbs and holds more heat than forests or waterways.  

Fresno County, California, which has some of the worst air pollution in the United States, exemplifies this pattern. Venise Curry, a consultant for community-based organizations collaborating with the UC San Francisco California Preterm Birth Initiative and others on a prenatal research study designed to lower preterm birth rates, told me that the county’s highest preterm birth numbers are in Southwest Fresno — a formerly redlined, predominantly Black neighborhood of color.

A woman pushes a person in a wheelchair down a city street near a mural
Shuttered storefronts line the area west of downtown Fresno, a city with a long history of redlining, or institutionalized housing racism. Luis Sinco / Los Angeles Times

Black and white “women experience broadly similar climate changes, but are seeing drastically different outcomes — so something else must be at play,” said Bryttani Wooten, a Ph.D. student at the University of North Carolina at Chapel Hill who has studied racial disparities in preterm birth rates. “That something else is systemic racism, including legacies of residential segregation.” 

Obstetric providers in low-income communities of color describe preterm birth as a crisis. “Preterm birth is a 24/7, 365-days-a-year public health emergency in my community,” said Nneoma Nwachuku Ojiaku, an obstetrician in Sacramento. Madeleine Wisner, who was the only midwife provider serving low-income residents in the Sacramento Valley through the state Medicaid program for seven years until recently, described something similar. “A course of maternity care where nothing abnormal happens doesn’t exist any longer in the populations I was serving,” Wisner said. She’s seen a range of birth complications — including abnormally implanted placentas, umbilical cord abnormalities, and preeclampsia — in patients who were exposed to heat, air pollution, or wildfire smoke during pregnancy.

Black doulas and midwives are a small but growing population determined to improve Black maternal health, said Maya Jackson, the founder of Mobilizing African American Mothers through Empowerment, or MAAME. She said that while Black midwives were once at the forefront of birthing health care for Black and white mothers post-slavery, their systematic exclusion from medical institutions changed that. Today, Jackson is seeking funding to do community-based research on heat impacts on people of color to make sure that their lived experiences and the impacts of policies that shape housing, green spaces, or industrial pollution in brown and black neighborhoods are documented. 

“Somehow living has become a political issue,” she said.

a pregnant woman is being attended to by two other women, one of whom is using a monitoring device on the pregnant woman's belly
A midwife talks with a woman and her pregnant wife in their home in Fountain Valley, California, in June 2021. In an effort to avoid racism and higher maternal mortality rates, some Black women are turning to Black midwives for care. Sarah Reingewirtz / MediaNews Group / Los Angeles Daily News via Getty Images

In recent years, researchers have turned their attention to poorer, hotter regions of the world — and the findings are grim. In March, a study conducted among outdoor workers in India found that exposure to heat stress above 81 degrees F doubled the risk of miscarriage. Overall in India, 8.5 percent of pregnancies in urban areas and 6.9 percent in rural areas end in miscarriage

Ana Bonell, a researcher at the London School of Hygiene and Tropical Medicine, studies heat and birth outcomes in western Africa and Pakistan. She said it’s difficult to conduct research on maternal climate exposure and adverse birth outcomes in most places in Africa because they often don’t have electronic health records or the equipment needed to accurately determine how far along a pregnancy is — information necessary to determine if a birth is, in fact, preterm. Instead, she looked at acute physiological changes in pregnant farmworkers and their fetuses in The Gambia, a country in West Africa where the average temperature is 83 degrees F. In 2022, she published data showing that the farmworkers exhibited a 17 percent increase in fetal stress, defined by a fetal heart rate either above 160 or below 115 beats per minute or decreased placental blood flow, for each degree Celsius of heat.

A machine with a long printout showing lines and graphs
A fetal monitor checks the maternal vital signs of a woman getting ready to have a baby. Education Images / Universal Images Group via Getty Images

“[These are] populations that have contributed almost nothing to climate change and are at [the] front lines of the climate crisis,” Bonell said. Research in Ghana, published last year, also found that exposure to temperatures 87 degrees F or higher throughout a pregnancy resulted in an 18 percent increased risk of stillbirth

“There seems to be this myth of endless adaptation,” said Chandni Singh, a climate researcher at the Indian Institute for Human Settlements. “In tropical countries that are already very hot, there is this continuous expectation to adapt, which is not feasible. You can’t adapt to 45 C” (113 degrees F). And heat has knock-on impacts. “Heat doesn’t come alone; it comes with water scarcity and wildfires,” she said, emphasizing the need to curtail greenhouse gas emissions.

Singh has reviewed a number of heat action plans created by city and state governments globally to improve heat advisory messaging or build cooling spaces and environments. She said there is an increasing but still insufficient focus on women, particularly addressing the fact that people who are pregnant or lactating have unique heat adaptation needs. 

“We know this is a problem, and certain women are affected more,” said Singh. “How do we deal with that? That’s the next challenge.”

A woman with a pregnant belly carries a child on her hip as she walks through a dry stretch of path
A pregnant flood-affected woman carries her child as she walks near her tent at a makeshift camp along a railway track in India’s Punjab province in September 2022. Arif Ali / AFP via Getty Images

While research has established the link between heat and preterm birth, the next steps are to figure out how it happens in the body, and more importantly, how to prevent  it.  

On an individual level, Ojiaku advises her patients, as early as possible in their pregnancies, to keep cool, stay hydrated, and limit work-related heat exposures as much as possible. 

But other policies are needed to right racial inequities. In 2022, Ojiaku called on Sacramento leaders to improve public health messaging about heat risks — and to appoint a chief heat officer, akin to those in Los Angeles, Phoenix, and Miami, whose job it would be to include pregnant people as at-risk populations in heat advisories. 

A March study of 17 federal, 38 state, and 19 city websites with heat-health information found that only seven websites listed pregnant people as vulnerable or at-risk populations. 

“We are more likely to see information on how to take care of pets during heat waves than pregnant women,” Ojiaku told me.

In addition, she said, creating green spaces such as parks in neighborhoods that have been subject to systemic racism and redlining can offer shade, cool spaces to exercise, and a buffer against air pollution. 

“Sacramento is called ‘the city of trees,’ but that’s for a select few in the predominantly wealthier sections of Sacramento,” Ojiaku said. “Other areas are a concrete jungle.” 

In 2023, UNICEF, the United Nations Children’s Fund, published a dossier describing measures needed to protect women and children from heat waves. It stressed prevention and preparedness, including training frontline workers to identify heat-related illness and local government adaptations such as providing cooling centers and shaded areas.

“We need to get prepared and take heat waves just as seriously as other disasters,” Ojiaku said. 

This story was originally published by Grist with the headline ‘How did we miss this for so long?’: The link between extreme heat and preterm birth on May 30, 2024.

Read the full story here.
Photos courtesy of

Iowa Farmers Are Restoring Tiny Prairies for Sustainability Boons

Farmers in the heartland are restoring swaths of the prairie with government help. The aim is to reduce nutrient runoff from cropland, and help birds and bees.

The little tracts of wilderness grow on Maple Edge Farm in southwest Iowa, where the Bakehouse family cultivates 700 acres of corn, soybeans and alfalfa. Set against uniform rows of cropland, the scraps of land look like tiny Edens, colorful and frowzy. Purple bergamot and yellow coneflowers sway alongside big bluestem and other grasses, alive with birdsong and bees.The Bakehouses planted the strips of wild land after floodwaters reduced many fields to moonscapes three years ago, prompting the family to embark on a once-unthinkable path.They took nearly 11 acres of their fields out of crop production, fragments of farmland that ran alongside fields and in gullies. Instead of crops, they sowed native flowering plants and grasses, all species that once filled the prairie.The restored swaths of land are called prairie strips, and they are part of a growing movement to reduce the environmental harms of farming and help draw down greenhouse gas emissions, while giving fauna a much-needed boost and helping to restore the land.As the little wildernesses grew, more and more meadowlarks, dickcissels, pheasants and quail showed up, along with beneficial insects. Underground, root networks formed to quietly perform heroic feats, filtering dangerous nutrient runoff from crops, keeping soil in place and bringing new health to the land.“We’re thinking about our farm as a small piece of the overall good puzzle,” said Jon Bakehouse, on a visit to the family’s fields one sunny morning earlier this summer. “On a larger scale, we’re all in this together.”Subscribe to The Times to read as many articles as you like.

Air quality alert issued for Deschutes County

On Wednesday at 3:15 p.m. an air quality alert was issued for Deschutes County.

On Wednesday at 3:15 p.m. an air quality alert was issued for Deschutes County."Oregon Department of Environmental Quality has issued an Air Quality Advisory. until 11 a.m. Friday. A Smoke Air Quality Advisory has been issued. Wildfires burning in the region combined with forecasted conditions will cause air quality to reach unhealthy levels. Pollutants in smoke can cause burning eyes, runny nose, aggravate heart and lung diseases, and aggravate other serious health problems. Limit outdoor activities and keep children indoors if it is smoky. Please follow medical advice if you have a heart or lung condition," states the National Weather Service.Air quality alerts: Recommendations from NWSWhen an air quality alert pops up on the radar, deciphering its implications is crucial. These alerts, issued by the weather service, come with straightforward yet essential guidance to ensure your safety:Retreat indoors whenever feasible:If possible, remain indoors, especially if you have respiratory issues, other health concerns, or fall within the senior or child demographics.Trim outdoor activities:When venturing outside becomes unavoidable, limit your outdoor exposure strictly to essential tasks. Reducing your time outdoors is the name of the game.Tackle pollution sources:Exercise prudence when it comes to activities that exacerbate pollution, such as driving cars, wielding gas-powered lawnmowers, or utilizing other motorized vehicles. Minimize their use during air quality alerts.A no to open burning:Refrain from igniting fires with debris or any other materials during air quality alerts. Such practices only contribute to the problem of poor air quality.Stay informed:Keep yourself informed by tuning in to NOAA Weather Radio or your preferred weather news station. Staying in the know ensures that you can make informed decisions about outdoor activities during air quality alerts.Respiratory health caution:If you have respiratory issues or health problems, exercise extra caution. These conditions can make you more vulnerable to the adverse effects of poor air quality.Following the recommendations from the weather service helps bolster your safety during air quality alerts, minimizing your exposure to potentially harmful pollutants. Stay vigilant, stay protected, and make your health the top priority.Advance Local Weather Alerts is a service provided by United Robots, which uses machine learning to compile the latest data from the National Weather Service.

Nearsightedness Has Become a Global Health Issue

Myopia is projected to affect half of the world’s population by 2050. A new report says it needs to be countered by classifying it as a disease and upping children’s outdoor time

In 350 B.C.E. Aristotle noted that some people went about their days with what he called “short sight.” People with this condition, he found, would habitually narrow their eyelids to focus their vision—an observation widely credited as the first attempt at defining nearsightedness, or myopia. More than two millennia later, health officials are paying new attention to this old condition for a startling reason: myopia has reached epidemic levels worldwide.Myopia’s prevalence has dramatically increased in recent decades, now affecting as much as 88 percent of the population in some Asian countries. Although it seems most acute in Asian cities, myopia’s growing prevalence is by no means an exclusively regional trend. By 2050, according to one estimate, five billion people—half the world’s population—will be nearsighted. The U.S., which has been less diligent than some other countries in tracking myopia cases, saw a jump in prevalence from 25 percent of people aged 12 to 54 in the early 1970s to 42 percent in the early 2000s, according to the last major national survey of the condition.These statistics matter because myopia is a leading cause of visual impairment, and it can precipitate serious diagnoses that range from detached retinas to glaucoma.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.A search is now underway for tangible measures to stem this rising tide. An expert panel from the National Academies of Sciences, Engineering and Medicine (NASEM) released a report in September entitled Myopia: Causes, Prevention, and Treatment of an Increasingly Common Disease. It lays out a series of recommendations, one of which calls for the Centers for Medicare & Medicaid Services to reclassify myopia as a disease that necessitates a medical diagnosis—a step that would encourage federal and state agencies, along with professional associations, to devote resources to reversing the situation. Notably, the committee also recommended that children spend one to two hours outdoors each day.Terri L. Young, co-chair of the NASEM committee that produced the report and chair of the department of ophthalmology and visual sciences at the University of Wisconsin–Madison, talked with Scientific American about the implications of the myopia epidemic for people with myopia and policymakers.[An edited transcript of the interview follows.]I’d like to begin with the most basic of basics. Could you define what myopia, or nearsightedness, is?I’ll start off with what a person with myopia experiences. Myopia is a condition in which an individual sees an object up close clearly but cannot see it clearly at a distance without optical correction. They have natural blurred vision at a distance.Optically, there is a detailed definition that involves the very basics of how we see. Scattered light rays that enter the eye pass through multiple ocular components that reduce the scatter to focus the rays onto the retina, which converts the light into an electrical signal that is transferred through the optic nerve. The optic nerve is similar to a telephone cable that connects the eye to the occipital cortex at the very back of the brain, where what is viewed is then processed and interpreted.The focus of those wavelengths that enter the eye and travel through all its optical components needs to coincide on the retina. In the case of nearsightedness, or myopia, the focus of the light occurs in front of the retina.Myopia seems to be getting more attention lately, both in the U.S. and internationally. Why is that?Myopia prevalence rates are at epidemic levels, especially in urban Asian communities, where in recent times upward of 80 to 90 percent of young individuals have developed myopia. There are large, government-sponsored myopia research institutes in many parts of Asia, including Taiwan, Singapore, China, Hong Kong and Japan.Take Singapore, for example. All young men there are required to perform [two years] of military service after completing high school. Many of these military conscripts, and in particular the ones who are being prepared to go into battle or fly fighter planes, often need glasses or other corrective means for their myopia to fulfill those functions, causing concern for national security.And what about in the U.S.?It’s now certainly an issue in the U.S. as well. Research on myopia is conducted primarily in ophthalmologic and optometric training and research academic programs. But it hasn’t garnered, for whatever reasons, the same sense of urgency and funding as is the case for other parts of the world.In the U.S., we don’t have good prevalence data for myopia and other refractive errors, such as astigmatism and hyperopia [farsightedness]. Health care in this country is so varied in terms of everything from access to dissemination of vision care; because we don’t have a nationalized health system, we also don’t have a national database to provide standardized tracking and reporting.Aren’t there already simple ways to deal with myopia, such as getting a new prescription for glasses? Why is it perceived as becoming a global health problem?Myopia correction is not just an inconvenience of glasses or contact lenses. It predisposes a person to other eye conditions that can lead to blindness. Higher degrees of myopia are associated with eye conditions: premature cataracts, glaucoma, retinal tears and detachments and myopic macular degeneration.What’s happened in Asian communities is that the baseline level of refraction, the deflection of wavelengths as they pass through the eye, is trending toward nearsightedness. This shift is reflected in more individuals with high-grade myopia, with its increased ocular risks, as I described earlier. So instead of that group reflecting 3 to 5 percent of myopic individuals, it’s risen to 10 percent or more.Access to quality vision care, with proper and standardized dissemination for all children, is a major issue in [the U.S.] There are many children who don’t have steady access to care and the opportunity for continued changes in spectacle correction as they grow. If they can’t see, they can’t learn. If they don’t learn, they may get discouraged. If they get discouraged, they tend to act out or to not perform well in school—which has lifelong educational, vocational and economic impacts.Is there some idea why this myopia epidemic is happening?Nowadays, children are indoors more often, and they’re not getting as much outdoor play. Outdoor light enables the visual system to process a variety of spectral wavelengths of light for a certain duration of time, and that affects normal eye development and growth. Our report reaffirms what has been in the scientific literature for more than 15 years: increased childhood outdoor time appears to be protective for myopia onset and development.In urban Asia, education is highly regarded, and children undergo indoor schooling for relatively more hours per day—routinely with additional tutorial sessions on evenings and weekends. In Singapore, for example, there are fewer green spaces, and living situations are generally more vertical because of limited land mass. There are fewer nonclassroom hours and places for children to go outside to view the horizon for extended periods of time. That’s becoming more of the case in the urban U.S. as well.What does being outside do to promote healthy eyes?There are different and varied light wavelengths that enter the eye from outdoor versus indoor exposures. And there are differences in luminance—higher-intensity versus lower-intensity light levels. In the report, there is a lengthy discussion on what is called the “visual diet”—the environmental factors affecting the myopic eye—and there is a consensus that more research is needed.What about the role of electronic devices in promoting myopia?That’s certainly a trend that has exponentially grown in activity and use in our younger generations. I am a pediatric ophthalmologist. I see two- or three-year old children in my clinic who are comfortably playing with cell phones. This close-up activity is generally indoors. The limited research findings regarding electronic device impact on myopia development are inconclusive, however. Reflected in our report, studies could not support unequivocal evidence that using digital devices, especially electronic small devices, is an influencer for this shift toward myopia.What measures have countries implemented to try preventing or correcting myopia in young people?The Singapore Ministry of Health instituted outdoor playtime or recess during school hours. There are now programs in China and in Taiwan where classroom settings have been altered with the use of glass walls or colored light bulb use to increase outdoor daylight exposure. Children are undergoing treatment with atropine eye drops, which in some reports diminishes the shift toward myopia over time in the school-age years. The effect of the drops is not curative, however, and there are concerns regarding unknown long-term effects because we don’t quite understand the specific biochemical actions of atropine. Diagnosed children are also prescribed multifocal contact lenses or eyeglasses [progressive lenses that have different prescription zones to correct vision at different distances].One of the main findings of the report that you co-chaired is the recommendation that myopia be classified as a disease. Can you explain why the consensus of the panel felt that was important?The issue needs escalation to a recognized disease category to underscore its short- and long-term visual health consequences, and to attract attention and funding dollars on multiple and varied fronts for effective screening, treatment, prevention and research study.It takes a multipronged team to elevate this issue. That groundswell would have to come from parents, educators and educator societies, local to national health care systems, local to national policymakers, public health experts, researchers, funding agencies, insurance companies, etcetera. All [of these groups] need to recognize that continuous vision screening starting in early childhood is important. In addition to implementation, the data from those screening visits need to be collated for national database entry for improved monitoring in this country.What do you think should be the main takeaway from this report?In this country, if we elevate this condition to be considered a disease and recognize its impact on our children and ultimately on our future workforce, that would be monumental.

Is Wildfire Smoke Causing Birds to Tend to Empty Nests?

New studies suggest smoke from western megafires may be damaging bird health and leading to strange behavior

Hazy skies caused by smoke from Canadian wildfires blanketed Washington, D.C. on June 7, 2023. Win McNamee / Getty Images Early last summer, dull orange horizons replaced blue skies and hid city skylines in New York and Washington, D.C. Even the midday sun was dialed down to an ominously weak glow. People in the western half of North America have become all too familiar with the eerie scene that often accompanies a big wildfire. Thick smoke often blankets cities like Boise and Seattle. But the morning of June 7, 2023, was different. Smoke season had come east, heavier than many people there had ever seen before. But humans weren’t alone in dealing with that sudden smoke and its health effects. Wildlife across the Northeast, including millions of breeding birds, felt it, too. New research suggests the smoke may have more impact on birds than we ever realized, harming them both during their nesting season and throughout their lives. These studies are part of a new understanding of smoke, not just as a side effect of wildfire, but as a threat to wildlife and ecosystem health on its own. Just as that historic smoke was about to arrive in the White Mountains of New Hampshire last summer, two tiny songbirds were building their nest. A pair of black-throated blue warblers, striking birds with a blue back, a black mask and a bright white belly, had finished that season’s nest on June 4. The cup-like structure was constructed of bark, pine needles and other materials from around the forest. But just when the next cycle of life for these little birds was about to start, something unusual happened. The female of the pair started to sit in the nest vigilantly, as if incubating her eggs. But no eggs were there. She was incubating an empty nest, and nearby, someone was taking notes. A male black-throated blue warbler Gary Irwin via Wikipedia under CC By-SA 2.0 These warblers didn’t build their nest in just any woods, but in Hubbard Brook Experimental Forest, a 7,800-acre ecological research station that has hosted scientists and students of multiple fields for over 60 years. Hubbard Brook is well known in certain scientific circles and has produced a wealth of studies over the decades, but it is most famous as the site where acid rain was first discovered and studied in the 1960s. The only reason this nest was being monitored at all was because the male of the pair had previously been captured and marked with colored leg bands. A student named August Davidson-Onsgard noticed a nest being built in that banded bird’s territory and started watching it. Davidson-Onsgard happened to work for an ecologist and self-described naturalist with just the right experience and interest in the details of bird ecology to recognize how unusual, and potentially important, this observation could be. Ecologist Sara Kaiser is a research associate at the Smithsonian’s National Zoo and Conservation Biology Institute (NZCBI), and she directs the Cornell Lab of Ornithology’s field study program at Hubbard. When Davidson-Onsgard mentioned the empty nest incubator to Kaiser on her next visit to the site, it immediately got her attention. For a breeding bird, incubating a nest is always a gamble. Female black-throated blue warblers sit on their eggs for about 12 days straight, only leaving briefly to feed. During that time, they are more vulnerable to predators looking to make a meal of the bird, her eggs or both. Without the payoff of eggs and future offspring to keep her at the nest, the bird should not, theoretically, make the investment to stick to the nest so closely. “I said, you know, I haven’t really heard of anything like this before,” says Kaiser. She encouraged her student to follow up and search the scientific literature for examples of birds sitting on empty nests as if they had eggs. They found over 200 records of birds of 11 species, all in Europe, showing this strange behavior, and in over 80 percent of these accounts, the authors had noted environmental pollution as a possible cause. Researchers can’t say for sure if smoke is directly causing nesting birds like the warblers to fail in such a particular way, but the new observation as well as the literature review suggest a potential link. Kaiser and colleagues at Cornell and NZCBI recently published their findings in the Wilson Journal of Ornithology, with Davidson-Onsgard as the lead author. The study is the first systematic review of this particular kind of nest failure. We are in an age of megafires. Fire has always been an important part of the ecology of the West, but climate change and a century of forest mismanagement have amplified the scale and severity of wildfires beyond anything in modern history. A 2020 study showed that the average acreage burned in a wildfire almost tripled between 1950 and 2019. Through mid-September this year, over seven million acres have burned in the United States. Three times in the last decade, that number has topped seven million acres per year. In 2023, Canada’s fire season made even those numbers seem small. Forty-five million acres burned in Canada last year, an area larger than the entire state of Florida turned to smoke in one season. Wildfire smoke contains chemicals like carbon monoxide, sulfur dioxide and even lead. It also carries particles that scientists call PM2.5, meaning they are less than 2.5 microns, or 1/400th of a millimeter, in size—which makes them deadly. Because they’re so tiny, these particles can fit into the smallest crevices of the lung. A global study published in the Lancet found that four million people died as a result of PM2.5 pollution in 2019, more than twice the death toll of Covid-19 in 2020. According to Kaiser, the effects on birds could be even more severe. “It’s because of their respiratory system,” says Kaiser. “They’re moving a lot of air, much more volume of air than other animals. They have very efficient lungs, and so any air that has this particulate matter could be problematic for these birds.” In clean air, bird lungs have evolved to be incredibly efficient, but in smoky conditions, that same adaptation works against them. Nesting isn’t the only time that birds are susceptible to wildfire smoke. Until recently, smoke season rarely overlapped with the breeding season of most North American birds. But as fire seasons become longer and more severe, the chances increase of big smoke events like the one in 2023 that catch birds right as they are nesting. On the other side of the country from the woods of New Hampshire, another research team recently showed another set of effects from PM2.5 pollution and wildfire smoke on birds across the summer and fall, not just when they’re on the nest. Olivia Sanderfoot is an ecologist at the La Kretz Center for California Conservation Science at the University of California, Los Angeles. In a recent paper in Ornithology, Sanderfoot and colleagues found that birds in the San Francisco Bay Area lost body mass, a key measure of health that harms their ability to migrate, when they were exposed to wildfire smoke during the Bay Area’s July to November fire season. Scientists had theorized about that kind of effect but had not been able to establish and measure it before. “Knowing how big of a deal wildfire smoke is for people, it just made sense to me that birds would be similarly impacted,” says Sanderfoot, “because they are so highly sensitive to air pollution, and because, unlike people, they can’t take refuge indoors when the air is hazardous.” Like the New Hampshire warbler study, the San Francisco paper was led by a student, Anna Nihei, then an undergraduate majoring in computational and systems biology at the University of California, Los Angeles. Sanderfoot also helps oversee Project Phoenix, a community science effort that lets anyone in a study area in California, Oregon and Washington help monitor birds during wildfire season. She sees the warbler observations around the smoke event in 2023 as a meaningful development in understanding the effect of smoke on birds, and says the study is really important and powerful. “I think that considering smoke to be a disturbance in and of itself, outside the concept of fire, is a brand-new way of thinking about air pollution impacts on wildlife,” says Sanderfoot. Researchers are only now starting to understand some of the long-term effects of wildfire smoke on humans, and they still have a long way to go to measure its effect on birds and other wildlife as well. But evidence is mounting that smoke is another climate-related stressor, like heat and drought, that can have serious repercussions for birds, off and on the nest. As Sanderfoot explains, the warbler nesting observations around the smoke event in 2023 are a meaningful development in understanding the effect of smoke on birds. “It is not the norm that when we see these intense smoke events, the timing overlaps with the breeding season,” she says. “I have had conversations with many colleagues in which we have anticipated that should these two things align, the impact on bird populations would be big.” Get the latest Science stories in your inbox.

Study finds Central Valley residents continually exposed to 'toxic soup' of pesticides

A new study found that as Central Valley residents go about their day, they regularly breathe in pesticides, including one banned in California.

A recent UC Davis study found that as Central Valley residents go about their day, they regularly breathe in pesticides, including one that has been banned in California and another whose effects on people is unclear.The study, which was conducted in 2022 with the help of Central Valley residents, found that seven of 31 adults and one out of 11 children were exposed to detectable amounts of pesticides, including chlorpyrifos, which was banned by the state in 2020 after research showed it had a harmful neurodevelopmental effect on children.The researchers recruited volunteers to wear backpacks with air-collection tubes for at least eight hours a day. They found that the residents were exposed to five other pesticides including 1,3-dichloropropene, also known as 1,3-D, a pesticide used to eradicate parasitic worms that has been banned in more than 20 countries, and penthiopyrad, a fungicide used to prevent mold and mildew that has not yet been studied for its effect on mammals, so the human impact is unknown.It concluded that pesticide monitoring should be expanded because residents’ personal exposure included compounds not regularly measured in routine monitoring and that the pesticides should undergo additional toxicity testing.“It really highlights the need that we research the health impact of all these different pesticides that are being used because people are being exposed to a range of pesticides,” said Deborah Bennett, a scientist, UC Davis professor and lead author of the study, which was published Sept. 10 in the Journal of Exposure Science and Environmental Epidemiology.Bennett said she was surprised to find detectable amounts of chlorpyrifos because farmers were supposed to have stopped applying the pesticide. It was commonly used on alfalfa, almonds, citrus, cotton, grapes and walnuts. Before it was banned, more than 900,000 pounds of chlorpyrifos were used in 2017— more than in any other state. The primary manufacturer of the pesticide announced in 2020 that it would stop producing it due to reduced demand.It could be that a farmer was using the last of their reserves, or the individuals who tested for chlorpyrifos might have been exposed at home with products that use the pesticide, Bennett said, but researchers were ultimately unable to determine the cause.Leia Bailey, deputy director of communications and outreach for the state Department of Pesticide Regulation, said the agency did not have enough information to investigate the findings independently, but the department continues to enforce the ban on chlorpyrifos and maintains four air monitoring stations in areas where pesticides are used.She added that a preliminary review of the pesticide levels cited in the study found that they were “significantly below health screening levels.” Still, Bailey said, studies like this one complement the department’s work to inform their regulatory efforts. “Community-focused studies like this are key inputs to inform our continuous evaluation of pesticides,” Bailey said. She added that the department requires mammalian toxicology data for all pesticide evaluations, including penthiopyrad.Jane Sellen, co-director of the Californians for Pesticide Reform and co-author of the study, said she wasn’t surprised by the “toxic soup” of pesticides that they found through the study.“There’s not nearly enough pesticide monitoring happening in the state,” Sellen said.They recruited volunteers for the study in farmworking communities, and found that people were eager to participate because they wanted to know what they were being exposed to, she said. The volunteers were told to go about their regular day and wear the backpacks wherever they went, including to the grocery store, work and school. She said exposure to or illness from pesticides does not get reported as frequently as it occurs because people are afraid of being retaliated against or deported, as many farmworkers are in the U.S. without documentation.When the researchers were recruiting volunteers, the Tulare County Agricultural Commissioner Tom Tucker issued an advisory warning farmers to be “on the lookout for people trespassing onto orchards and farms” during or immediately after pesticide applications. The advisory asked residents to call Tucker’s office or the county sheriff.“We are concerned these individuals may attempt to enter a field or orchard during a pesticide application or immediately thereafter to utilize their air monitoring equipment in an attempt to detect pesticide spraying,” the advisory stated.The advisory, issued June 22, 2021, cited fliers that sought volunteers to wear backpacks. But those behind the study never asked participants to trespass or go near where pesticides were being applied, Sellen said.The state Environmental Protection Agency and Tucker later issued a joint statement clarifying the advisory and described the study as a project supported by the Air Resources Board and consistent with the Legislature’s intent to support community-led air monitoring.“The last thing we would ever do is send anyone into harm’s way,” she said. “It was really disheartening and disappointing that [the agricultural community] was threatened by the idea of monitoring air quality in these communities.”The communities, which were not named in the study, were in Kern, Fresno and Tulare counties, which have the highest pesticide applications in the state.

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