Research Library
Research Library
Relevant Studies
Wildfire
Wildfire Smoke Particles Are Mostly Smaller Than 0.3 Microns, Below What Standard Filter Tests Measure
Researchers at Metalmark Innovations tested seven HVAC filter media rated MERV 11 to 15 against pine-needle smoke, a stand-in for wildfire smoke. Most wildfire smoke particles are smaller than 0.3 µm, which standard filter tests do not measure. Fiberglass media removed smoke less efficiently than their MERV rating suggested: about 30% for MERV 11–14 and about 80% for MERV 15. Charged (electret) media started higher, but their efficiency dropped sharply as smoke built up. The paper also notes that wildfires emit hundreds of VOCs that infiltrate indoors. The study was carried out by a filter manufacturer.
Shirman, Shirman & Liu, Atmosphere 14(12):1729 (2023)
Wildfire Smoke Lowers Students' Test Scores, Even at Low Levels
Stanford researchers Jeff Wen and Marshall Burke matched about eight years of standardized test scores from nearly 11,700 U.S. school districts with satellite estimates of daily smoke exposure. English and math scores fell even at low smoke levels, and the losses grew with heavier exposure. Heavy smoke during the school day had nearly twice the effect of heavy smoke on weekends, and students in grades 3–5 were affected more than those in grades 6–8. The authors estimate that smoke exposure in 2016 alone could lower U.S. students' cumulative future earnings by nearly $1.9 billion.
Wen & Burke, Nature Sustainability 5:947–955 (2022)
Wildfire Smoke Contributes to Nearly 16,000 U.S. Deaths a Year
A National Bureau of Economic Research working paper led by Stanford researchers linked wildfire smoke exposure to all recorded U.S. deaths from 2006 to 2019. It attributes nearly 16,000 deaths a year to wildfire smoke, and projects about 27,800 excess deaths a year by 2050 under a high-warming scenario, with annual damages of $244 billion. Because smoke travels hundreds of miles, the risk reaches far beyond fire zones.
Qiu et al., NBER Working Paper 32307 (2024)
Benzene and Other VOCs Measured in Wildfire Smoke
Smoke sampled from four fires across Idaho and Washington during the FIREX-AQ campaign contained benzene at 0.04–25 parts per billion, alongside toluene, ethylbenzene, xylenes and hexane. Modeling chronic exposure, the authors projected one to nineteen extra cancers per million people against a background of one. Smoke influence was detected as far away as Spokane.
Health Risk Implications of VOCs in Wildfire Smoke, ACS ES&T Air →
Smoke VOCs Persist Indoors and Surfaces Re-Emit Them for Days
Researchers injected smoke into an instrumented house. Many VOCs persisted for days afterwards, and indoor surface reservoirs became net emission sources once airborne concentrations fell. Ventilation played “a minor role,” because partitioning into surfaces governs the process rather than air exchange.
Li et al., Science Advances, 2023 →
Homes Hit by the Marshall Fire Retained VOCs for Weeks
Measurements inside residences affected by the Marshall Fire found volatile organic compounds still present several weeks after the event — longer than expected, by mechanisms the authors say are not fully understood.
Volatile Organic Compounds Inside Homes Impacted by Smoke from the Marshall Fire, ACS ES&T Air, 2024 →
NOAA: Biomass Burning Is the Second-Largest Source of VOC Pollution
NOAA ranks biomass burning, which includes wildfires, as the second-largest source of volatile organic compound pollutants, and notes that smoke models are often inaccurate because they start from an incomplete picture of VOC emissions.
NOAA climate.gov →
Mold & Mildew
EPA: Keep Humidity Below 60% and Dry Water Damage Within 24–48 Hours
The U.S. Environmental Protection Agency advises keeping indoor relative humidity below 60%, ideally between 30% and 50%. It also advises drying water-damaged areas and items within 24–48 hours: when wet or damp materials are dried within that window, in most cases mold will not grow.
U.S. EPA, A Brief Guide to Mold, Moisture and Your Home
National Academies: Damp, Moldy Homes Are Linked to Coughing, Wheezing and Asthma Symptoms
An Institute of Medicine committee, sponsored by the CDC, reviewed the evidence on indoor dampness and health. It found sufficient evidence that mold and damp conditions are associated with asthma symptoms in people with asthma who are sensitive to mold, and with coughing, wheezing and upper respiratory symptoms in otherwise healthy people. The committee said the evidence did not establish a causal relationship, and found it too limited to link mold to a wider range of illnesses. It noted that promptly fixing leaks and cleaning up spills or standing water substantially reduces the potential for mold growth.
Institute of Medicine, Damp Indoor Spaces and Health (2004)
Peer-Reviewed Study: WellisAir Reduced Airborne Molds and Yeasts in a Working Dental Clinic
Dental researchers in Barcelona ran a WellisAir WADU-02 hydroxyl unit in a 10.9 m² dental office at Centro Médico Teknon over five days in 2021, with routine cleaning continuing throughout. Compared with control days, airborne molds and yeasts fell by 66.7% (p = 0.03). No molds or yeasts grew on surface samples on either control or test days, so no surface reduction could be measured. The authors called for larger, controlled clinical studies.
Paños-Crespo, Toledano-Serrabona, Sánchez-Garcés & Gay-Escoda, Medicina Oral, Patología Oral y Cirugía Bucal 29(1):e145–e151 (2024)
Volatile Organic Compounds (VOCs)
Hydroxyl Radicals Are the Atmosphere's Natural Cleaning Mechanism
Atmospheric chemists Jos Lelieveld and colleagues describe how hydroxyl (OH) radicals start the photochemical reactions that oxidize most gases in the lower atmosphere, turning them into products that rain and surface deposition remove more easily. Through this self-cleansing process, thousands of megatons of natural and human-made gases are removed from the troposphere each year.
Lelieveld et al., Atmospheric Chemistry and Physics 4:2337–2344 (2004)
Hydroxyl Radicals Remove Carbon Monoxide From the Atmosphere
The University of Rochester’s atmospheric chemistry group describes the hydroxyl radical as the main atmospheric oxidant and lists carbon monoxide among the pollutants it removes. The same chemistry is used to reconstruct past hydroxyl levels: radiocarbon monoxide (¹⁴CO) is produced naturally in the atmosphere by cosmic rays and removed by OH, so its record tracks how much hydroxyl the atmosphere held.
University of Rochester — The Hydroxyl Radical (OH) →
Pulmonary Health Effects of Indoor VOCs: A Meta-Analysis
A meta-analysis of 49 studies found that indoor VOC exposure has a medium-sized effect on lung health, including the onset of asthma (effect size about 0.37) and wheezing (about 0.26). Most of the studies came from high-income countries, where people spend much of their time indoors.
Alford & Kumar, Int. J. Environ. Res. Public Health 18(4):1578 (2021)
A Rapid Review of the Impact of Increasing Airtightness on Indoor Air Quality
A review of 20 studies found limited evidence of direct links between building airtightness and indoor air quality overall. Tighter buildings tended to have higher CO2 levels, and there was some evidence of higher VOC and formaldehyde levels, though several studies found no clear relationship. Where outdoor pollution is high, airtightness reduced the entry of outdoor contaminants. In short, airtightness tends to help against pollution from outside and worsen pollution from sources inside the home.
Kempton, Daly, Kokogiannakis & Dewsbury, Journal of Building Engineering 57:104798 (2022)
EPA: Many VOCs Are Higher Indoors Than Outdoors
The EPA reports that concentrations of many VOCs are consistently higher indoors, up to ten times higher, than outdoors. Its TEAM study found about a dozen common organic pollutants at 2 to 5 times higher levels inside homes than outside, whether the homes were in rural or highly industrial areas. Sources include paints, solvents, cleaners, disinfectants, air fresheners, building materials and furnishings. Benzene, one indoor VOC, is a known human carcinogen.
U.S. EPA, Volatile Organic Compounds' Impact on Indoor Air Quality
EPA: VOCs Are Up to Ten Times Higher Indoors, Rural or Industrial Alike
The EPA reports concentrations of many VOCs consistently higher indoors — up to ten times higher — than outdoors. Its TEAM study found about a dozen common organic pollutants at two to five times higher levels inside homes than outside, regardless of whether the homes were rural or in highly industrial areas, and notes that elevated concentrations can persist long after the activity that caused them.
EPA — Volatile Organic Compounds’ Impact on Indoor Air Quality →
Hydroxyl Radicals Measured Indoors at Outdoor Urban Levels
Direct measurements in a school classroom in Marseille found hydroxyl concentrations up to 1.8 × 10⁶ molecules per cubic centimeter — the same order of magnitude as outdoor urban air. Before this work, the possibility of photolytic hydroxyl formation indoors had been ignored. The hydroxyls measured were naturally occurring, from sunlight entering the room, not produced by a device.
Gómez Alvarez et al., PNAS, 2013 →
The Canonical Review of How VOCs Are Destroyed in Air
Atkinson and Arey’s review in Chemical Reviews sets out the atmospheric degradation pathways for volatile organic compounds. Reaction with the hydroxyl radical is the dominant daytime removal route for most of them.
Atkinson & Arey, Chemical Reviews, 2003 →
Gas-Phase VOCs Make Particles More Damaging to Lung Cells
Human lung cells were exposed to particles alone, then to the same particles after contact with gas-phase VOCs. The VOC-modified particles caused significantly more damage and inflammation than the original particles, demonstrating that a non-toxic phase can become toxic through interaction with gases.
Ebersviller et al., Atmospheric Chemistry and Physics, 2012 →
Measured on a WellisAir Unit: 99.5% of Toluene, 80% of Ammonia, 65% of Formaldehyde
Korea Conformity Laboratories exposed a WellisAir unit to single compounds and measured the reduction: toluene 99.5% in 2 hours, ammonia 80.0% in 4 hours, formaldehyde 65.0% in 4 hours.
This is a third-party laboratory test on the product, not a peer-reviewed study.
Korea Conformity Laboratories, test report 026961
Measured on a WellisAir Unit: 94.3% of Total VOCs in Thirty Minutes
CRESCA, the food safety and control research center at the Polytechnic University of Catalonia, measured total VOCs down 94.3% and formaldehyde down 93.4% after 30 minutes of exposure to a WellisAir unit.
The two laboratories' formaldehyde results differ because the exposures differ — 93.4% at 30 minutes here, 65.0% at 4 hours at Korea Conformity Laboratories. Both are published. This is a third-party laboratory test on the product, not a peer-reviewed study.
CRESCA, Universitat Politècnica de Catalunya, test report 20190930
Compare to HEPA
Bacteria Can Grow on HVAC Air Filters in Humid Conditions
A 15-month field study of F6 and F7 filters in two HVAC systems found that, in dry and warm conditions, the filters cut airborne bacteria by about 70% and molds by more than 80%. During long periods of relative humidity above 80%, bacteria multiplied on the filters and were released into the filtered air; most were smaller than 1.1 µm, small enough to reach deep into the lungs. The study covered building HVAC filters, not portable air purifiers.
Möritz, Peters, Nipko & Rüden, Int. J. Hyg. Environ. Health 203(5–6):401–409 (2001)
EPA: Air Cleaner Ratings Cover Particles Only, and Every Filter Needs Replacing
EPA's guide to air cleaners explains that the Clean Air Delivery Rate (CADR) rating system is for particles only, and that most filters are designed to filter either particles or gases. To filter gases, EPA recommends an air cleaner with activated carbon or another filter designed for gases, and notes there are no widely used performance ratings for gas filters. All filters need regular replacement: a dirty, overloaded filter won't work well.
U.S. EPA, Guide to Air Cleaners in the Home
CDC Survey: Cost and Perceived Need Keep Many Households From Using Air Cleaners
In an August 2023 CDC survey of 7,599 U.S. adults, those who don't use an air cleaner at home most often said they didn't think one was needed (66%) or that it was too expensive (59%); 30% said air cleaners are too noisy. Among adults who use an air cleaner without a HEPA filter, 46% said HEPA units are too expensive and 30% had never heard of them.
CDC National Center for Health Statistics, Rapid Surveys System, Round 1: Air Cleaners and Purifiers (2023)
EPA: Filters Are Built for Particles or Gases, Not Both
The EPA states that “most filters are designed to filter either particles or gases,” that the CADR rating system is “for particles only,” and that to filter gases you need an activated carbon filter or another filter specifically designed to remove them. It also notes there are no widely used performance rating systems for gas-removal devices.
EPA — Guide to Air Cleaners in the Home →