Daily PM2.5 peaked at 71.6 µg/m³ near Cleveland across
1 covered metro home to 2.2 million people.
1 metro placed a top-ten day in their record.
Counting the extra PM2.5 above each metro's typical day, this event handed the
average affected resident ≈ 2.7 cigarettes.
Across everyone living in the affected metros, that is the collective equivalent of
≈ 5.8 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 “Stagnant pollution mixture”
Cleveland's eleven-monitor PM2.5 median rose to 63.65 micrograms per cubic meter while PM10, carbon monoxide, nitrogen dioxide, and sulfur dioxide rose together. Nearby surface observations recorded high pressure, light winds, very humid air, fog or mist, and haze. EPA data show a simultaneous December 11-12 PM2.5 rise in the Steubenville area, and SCAMP independently documented one December 2001 episode with the same PM2.5/combustion-gas pattern and inverse ozone relationship. The exact Cleveland evidence supports stagnant mixed-pollution accumulation at possible confidence; the month-only SCAMP table is retained as context rather than treated as exact-date proof.
PossibleThis is a transparent hypothesis supported by limited evidence or an explicit inference, not a definitive attribution.
National Weather Service surface observations via Iowa Environmental Mesonet · Dec 11, 2001hypothesis
Cleveland Burke Lakefront reported a median wind of four knots, six hours at or below three knots, three calm hours, median sea-level pressure of 1027.45 millibars, median relative humidity of 95.75%, thirteen fog-or-mist hours, one haze hour, and visibility as low as three miles.
Across eleven Cleveland-area monitors, median daily PM2.5 reached 63.65 micrograms per cubic meter, about 3.7 times the adjacent-window comparison. PM10 reached 102 micrograms per cubic meter, while carbon monoxide and nitrogen dioxide were about 1.5 and 1.9 times their adjacent comparisons; sulfur dioxide was also elevated before falling sharply after the episode.
At the daily Steubenville-area monitor, PM2.5 rose from 21.5 micrograms per cubic meter on December 10 to 33.2 on December 11 and 33.9 on December 12, then fell to 11.9 on December 13. This independently shows a same-window regional rise and clearing beyond Cleveland.
Inference, not direct attribution
high_pressure_mixed_pollution_regional_overlap.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.
high_pressure_mixed_pollution_regional_overlap.v1. This inference is recorded in the catalog methodology.
Inferred
2
Air-mass movement
The transport path has not been reconstructed
The retained record does not yet show how air traveled from the proposed source to
these metros. A trajectory replay or dated plume analysis belongs here.
Research gap
3
Local response
71.6 µg/m³ near Cleveland
EPA monitors recorded the event across 1 metro.
The peak daily concentration is roughly 3.3 cigarette-equivalents at the outdoor daily rate.
Before, during, and after the episode: nearby pollutant monitors and surface-weather
stations show what changed. This context tests the “Stagnant pollution mixture” explanation; it does
not assign the cause by itself.
Observed context · not attribution
Cleveland-Elyria, OH
Monitor comparison window 2001-12-08 to 2001-12-14 · PM2.5 target: St Theodosius
5 pollutant signals
Fine-particle pulse63.6 µg/m³
268% above nearby days
Air movement4 kt median wind
3 calm hours observed
What observers saw3 mi minimum visibility
Haze reported during 1 hour
Pollution fingerprint
Metro-wide median of reporting monitors
PM2.563.6 µg/m³
268% higher than surrounding days
Before17.3 µg/m³ Event63.6 µg/m³ After10.6 µg/m³
PM10102 µg/m³
325% higher than surrounding days
Before24 µg/m³ Event102 µg/m³ After16 µg/m³
Carbon monoxide1 ppm
53% higher than surrounding days
Before0.583 ppm Event1 ppm After0.652 ppm
Nitrogen dioxide32.9 ppb
88% higher than surrounding days
Before17.3 ppb Event32.9 ppb After17.5 ppb
Sulfur dioxide6.39 ppb
10% higher than surrounding days
Before5.83 ppb Event6.39 ppb After3.39 ppb
Atmospheric conditions
Cleveland Burke Lakefront, 4.5 km from the PM2.5 target
Wind4 kt median
8 kt maximum · 3 of 24 observed hours calm
Visibility3 mi minimum
2 observed hours at or below 3 miles
Temperature39°F median
32°F to 47°F
Humidity96% median
100% maximum
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.
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
Official record
Cleveland surface conditions, December 11, 2001
National Weather Service surface observations via Iowa Environmental Mesonet
Cleveland Burke Lakefront reported a median wind of four knots, six hours at or below three knots, three calm hours, median sea-level pressure of 1027.45 millibars, median relative humidity of 95.75%, thirteen fog-or-mist hours, one haze hour, and visibility as low as three miles.
What it supports
This source supports a possible mechanism or occurrence; it does not establish the cause by itself.
Limit
One airport station cannot represent the complete metropolitan mixing layer.
Official record
Steubenville-area PM2.5 rise during the Cleveland event window
U.S. EPA AirData
At the daily Steubenville-area monitor, PM2.5 rose from 21.5 micrograms per cubic meter on December 10 to 33.2 on December 11 and 33.9 on December 12, then fell to 11.9 on December 13. This independently shows a same-window regional rise and clearing beyond Cleveland.
What it supports
This source supports a possible mechanism or occurrence; it does not establish the cause by itself.
Limit
The Steubenville-area monitor is roughly 100 miles from Cleveland and corroborates regional timing, not Cleveland's local source mix.
Official record
Cleveland joint pollution fingerprint, December 11, 2001
U.S. EPA AirData
Across eleven Cleveland-area monitors, median daily PM2.5 reached 63.65 micrograms per cubic meter, about 3.7 times the adjacent-window comparison. PM10 reached 102 micrograms per cubic meter, while carbon monoxide and nitrogen dioxide were about 1.5 and 1.9 times their adjacent comparisons; sulfur dioxide was also elevated before falling sharply after the episode.
What it supports
This source supports a possible mechanism or occurrence; it does not establish the cause by itself.
Limit
The available evidence identifies an accumulation mechanism and mixed pollution fingerprint, not the shares contributed by traffic, industry, power generation, residential combustion, or secondary aerosol.
Scientific research
The Steubenville Comprehensive Air Monitoring Program: short-term and episodic PM2.5 variations
Journal of the Air & Waste Management Association
SCAMP identified one 120-hour December 2001 Steubenville episode with maximum hourly PM2.5 of 83.4 micrograms per cubic meter. During that episode PM2.5 tracked sulfur dioxide, carbon monoxide, nitric oxide, and nitrogen dioxide strongly and tracked ozone inversely, a pattern the authors associate with nighttime accumulation and reduced mixing in several cold-season case studies.
What it supports
Context for the event; this item does not establish the attributed cause by itself.
Limit
SCAMP labels its December episode only by month, so it corroborates the pattern but is not used as exact-date proof for Cleveland.
What remains uncertain
Cleveland lacks an exact-date chemical-speciation sample and a direct vertical temperature profile for this event.
One airport station cannot represent the complete metropolitan mixing layer.
SCAMP labels its December episode only by month, so it corroborates the pattern but is not used as exact-date proof for Cleveland.
The available evidence identifies an accumulation mechanism and mixed pollution fingerprint, not the shares contributed by traffic, industry, power generation, residential combustion, or secondary aerosol.
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.