2003-08-20 to 2003-08-21 Akron, OH, Cincinnati, OH-KY-IN, and 2 other metros regional secondary-particle pollution episode
August 20, 2003 to August 21, 2003
Daily PM2.5 peaked at 48.4 µg/m³ near Akron across
4 covered metros home to 6.1 million people.
Counting the extra PM2.5 above each metro's typical day, this event handed the
average affected resident ≈ 1.7 cigarettes.
Across everyone living in the affected metros, that is the collective equivalent of
≈ 10 million cigarettes.
An awareness illustration of outdoor exposure at 22 µg/m³
per cigarette (Berkeley Earth), counting only the event's ranked days; not a
medical dose.
Why we think this happened
The basis for “Regional secondary PM”
Manual research connected 5 source events to one regional secondary-particle pollution episode using the deterministic grouping rule.
PossibleThis is a transparent hypothesis supported by limited evidence or an explicit inference, not a definitive attribution.
Journal of Geophysical Research: Atmospheres · Apr 15, 2021corroborates
The peer-reviewed study identifies August 20-22, 2003 as a regional-scale extreme aerosol event centered in the Midwest, selected to exclude biomass-burning and windblown-dust cases and described as dominated by anthropogenic emissions. EPA near-surface PM2.5 observations were used to evaluate the event.
Inference, not direct attribution
exact_window_regional_secondary_aerosol_study_possible.v1: This inference is recorded in the catalog methodology.
A cause is more convincing when the record connects three things: something happened,
the air mass moved toward the region, and local instruments responded. Here is how much
of that chain is documented for this event.
The peer-reviewed study identifies August 20-22, 2003 as a regional-scale extreme aerosol event centered in the Midwest, selected to exclude biomass-burning and windblown-dust cases and described as dominated by anthropogenic emissions. EPA…
Before, during, and after the episode: nearby pollutant monitors and surface-weather
stations show what changed. This context tests the “Regional secondary PM” explanation; it does
not assign the cause by itself.
Observed context · not attribution
Akron, OH
Monitor comparison window 2003-08-18 to 2003-08-24 · PM2.5 target: Five Points
5 pollutant signals
Fine-particle pulse48.4 µg/m³
146% above nearby days
PM1059 µg/m³
103% higher than surrounding days
Pollution fingerprint
Metro-wide median of reporting monitors
PM2.548.4 µg/m³
146% higher than surrounding days
Before19.7 µg/m³ Event48.4 µg/m³ After9.50 µg/m³
PM1059 µg/m³
103% higher than surrounding days
Before29 µg/m³ Event59 µg/m³ After17.5 µg/m³
Carbon monoxide0.574 ppm
9% higher than surrounding days
Before0.620 ppm Event0.574 ppm After0.491 ppm
Sulfur dioxide22.8 ppb
230% higher than surrounding days
Before6.89 ppb Event22.8 ppb After5.90 ppb
Ozone0.065 ppm
100% higher than surrounding days
Before0.036 ppm Event0.065 ppm After0.029 ppm
Cincinnati, OH-KY-IN
Monitor comparison window 2003-08-17 to 2003-08-23 · PM2.5 target: VERITY
Monitor comparison window 2003-08-17 to 2003-08-23 · PM2.5 target: LIBRARY (DAYTON PUBLIC
4 pollutant signals
Fine-particle pulse46.2 µg/m³
54% above nearby days
Carbon monoxide0.442 ppm
22% higher than surrounding days
Pollution fingerprint
Metro-wide median of reporting monitors
PM2.546.2 µg/m³
54% higher than surrounding days
Before12.3 µg/m³ Event46.2 µg/m³ After31.6 µg/m³
Carbon monoxide0.442 ppm
22% higher than surrounding days
Before0.361 ppm Event0.442 ppm After0.334 ppm
Sulfur dioxide5.17 ppb
41% higher than surrounding days
Before2 ppb Event5.17 ppb After3.67 ppb
Ozone0.046 ppm
24% higher than surrounding days
Before0.030 ppm Event0.046 ppm After0.038 ppm
Source: U.S. EPA AirData daily observations and, where available, nearby ASOS/AWOS
surface observations. Values are descriptive medians over the retained monitor set;
missing measurements remain missing. Transport and source evidence remain separate
layers because this instrument pattern does not assign a cause by itself.
Air-mass reconstruction
Where the air had been
NOAA HYSPLIT traces the air arriving at each metro backward for 72 hours. Multiple
arrival times and heights show whether the broad path is stable—or sensitive to
assumptions about when and where the polluted layer arrived.
Transport context · not source attribution
Air arriving near Akron
Peak-date arrivals · 2003-08-21
Broad historyMostly south of the metro
72-hour reach100–650 km
Sensitivity runs12 modeled paths
Near surface · 100 mLower atmosphere · 500 mHigher layer · 1,000 m
Each line begins 72 hours before arrival and points toward the metro. Color represents
arrival height; repeated lines represent 00, 06, 12, and 18 UTC arrival assumptions.
A path can show where the air traveled, but it cannot prove which source added the PM2.5.
Measured daily PM2.5 at EPA monitors, as cigarette-equivalents
EPA monitors sit in metro areas, so the colour clusters there. Land between and beyond
them is unmeasured, not clean: this map shows where IAQng has readings, not the extent
of the smoke.
—
Episode peak
--cigarettes
The smoke map's scale, replayed over this event: the surface interpolates between
covered metros' daily records, framed to the affected region. Hover for a reading,
click a metro to pin it to the card. Days a monitor did not report draw nothing.
Select a metro on the map to see nearby cameras. Where an operator archive reaches
the event, drag the divider to compare two moments, adjust either date and time, or
play the available event-day frames. Camera imagery is visual context, not an
air-quality measurement or proof of smoke.
No useful public camera views are currently available within 80 km of this metro.
"Cigarettes, whole event" totals a metro's ranked event days at 22 µg/m³ per
cigarette: what a person outdoors there breathed across the event, as the
illustration. "All-time standing" is where this episode's days sit in each metro's
ranked record (worst-area measure, since 1999). Full local context is on each
metro's Air Records page.
Public evidence library
What supports this account
Each card states what a source supports—and what it does not. Official records, research, reporting, community observations, and transparent inferences remain visibly different kinds of evidence.
4 retained sources
Scientific research
Extreme Aerosol Events Over Eastern North America: 1. Characterizing and Simulating Historical Events
Journal of Geophysical Research: Atmospheres
The peer-reviewed study identifies August 20-22, 2003 as a regional-scale extreme aerosol event centered in the Midwest, selected to exclude biomass-burning and windblown-dust cases and described as dominated by anthropogenic emissions. EPA near-surface PM2.5 observations were used to evaluate the event.
What it supports
A retained source supports the attributed cause for the stated place and dates.
Limit
The study evaluates the Midwest event as a region and does not apportion the complete PM2.5 mass at the selected metro monitor.
Scientific research
Extreme Aerosol Events Over Eastern North America: 1. Characterizing and Simulating Historical Events
Journal of Geophysical Research: Atmospheres
The peer-reviewed study identifies August 20-22, 2003 as a regional-scale extreme aerosol event centered in the Midwest, selected to exclude biomass-burning and windblown-dust cases and described as dominated by anthropogenic emissions. EPA near-surface PM2.5 observations were used to evaluate the event.
What it supports
A retained source supports the attributed cause for the stated place and dates.
Limit
The study evaluates the Midwest event as a region and does not apportion the complete PM2.5 mass at the selected metro monitor.
Scientific research
Extreme Aerosol Events Over Eastern North America: 1. Characterizing and Simulating Historical Events
Journal of Geophysical Research: Atmospheres
The peer-reviewed study identifies August 20-22, 2003 as a regional-scale extreme aerosol event centered in the Midwest, selected to exclude biomass-burning and windblown-dust cases and described as dominated by anthropogenic emissions. EPA near-surface PM2.5 observations were used to evaluate the event.
What it supports
A retained source supports the attributed cause for the stated place and dates.
Limit
The study evaluates the Midwest event as a region and does not apportion the complete PM2.5 mass at the selected metro monitor.
Scientific research
Extreme Aerosol Events Over Eastern North America: 1. Characterizing and Simulating Historical Events
Journal of Geophysical Research: Atmospheres
The peer-reviewed study identifies August 20-22, 2003 as a regional-scale extreme aerosol event centered in the Midwest, selected to exclude biomass-burning and windblown-dust cases and described as dominated by anthropogenic emissions. EPA near-surface PM2.5 observations were used to evaluate the event.
What it supports
A retained source supports the attributed cause for the stated place and dates.
Limit
The study evaluates the Midwest event as a region and does not apportion the complete PM2.5 mass at the selected metro monitor.
What remains uncertain
The published analysis is regional; no exact-day city speciation record was used to allocate the local PM2.5 mass.
Status and provenance
PossibleThis is a transparent hypothesis supported by limited evidence or an explicit inference, not a definitive attribution.
This episode was grouped from the monitor record by the catalog pipeline and given
its cause from the evidence listed above. It has not been individually reviewed and
signed off, so its boundaries, cause, and name may change as evidence accumulates.
Grouping policy common_sense_root_cause_grouping.v2. The cause label reflects the
assembled evidence above, not an IAQng detection formula. If it is wrong,
tell us.