← Air events

Regional secondary PM Possible

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.

Possible This is a transparent hypothesis supported by limited evidence or an explicit inference, not a definitive attribution.

Inference, not direct attribution

exact_window_regional_secondary_aerosol_study_possible.v1: This inference is recorded in the catalog methodology.

See every retained source and limitation ↓

Sequence: Cincinnati (Aug 20) → Dayton (Aug 20) → Akron (Aug 21) → Columbus (Aug 21)

Evidence path

From source to city

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.

Open the evidence ledger ↓
  1. 1

    Source or mechanism

    Regional secondary PM

    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…

    View supporting source ↗
    Documented
  2. 2

    Air-mass movement

    The 72-hour air-mass history is reconstructed

    NOAA HYSPLIT modeled 12 backward paths across multiple arrival times and heights. They show where the air traveled, not which source polluted it.

    Explore the modeled paths ↓
    Modeled
  3. 3

    Local response

    48.4 µg/m³ near Akron

    EPA monitors recorded the event across 4 metros. The peak daily concentration is roughly 2.2 cigarette-equivalents at the outdoor daily rate.

    Inspect the pollutant and weather signals ↓
    Documented

Event autopsy

What the instruments saw

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 pulse 48.4 µg/m³

146% above nearby days

PM10 59 µg/m³

103% higher than surrounding days

Pollution fingerprint

Metro-wide median of reporting monitors
PM2.5 48.4 µg/m³

146% higher than surrounding days

Before19.7 µg/m³ Event48.4 µg/m³ After9.50 µg/m³
3 monitors · 24 HOUR
PM10 59 µg/m³

103% higher than surrounding days

Before29 µg/m³ Event59 µg/m³ After17.5 µg/m³
2 monitors · 24-HR BLK AVG
Carbon monoxide 0.574 ppm

9% higher than surrounding days

Before0.620 ppm Event0.574 ppm After0.491 ppm
2 monitors · 1 HOUR
Sulfur dioxide 22.8 ppb

230% higher than surrounding days

Before6.89 ppb Event22.8 ppb After5.90 ppb
2 monitors · 1 HOUR
Ozone 0.065 ppm

100% higher than surrounding days

Before0.036 ppm Event0.065 ppm After0.029 ppm
2 monitors · 8-HR RUN AVG BEGIN HOUR

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 history Mostly south of the metro
72-hour reach 100–650 km
Sensitivity runs 12 modeled paths
Arrival metro
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.

Views from the selected metro

Camera views near

Browse the camera map →

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.

Affected metros

MetroPeak PM2.5Cigarettes, whole eventPeak dayAll-time standing
Akron, OH 48.4 µg/m³ 2.2 Aug 21, 2003 #17 of its top days
Cincinnati, OH-KY-IN 48.1 µg/m³ 2.2 Aug 20, 2003 #24 of its top days
Columbus, OH 47.9 µg/m³ 2.2 Aug 21, 2003 #20 of its top days
Dayton, OH 47 µg/m³ 2.1 Aug 20, 2003 #17 of its top days

"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

Status and provenance

Possible This 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.