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Stagnant pollution mixture Possible

2001-12-11 Cleveland-Elyria, OH stagnant mixed-pollution episode

December 11, 2001

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.

Possible This 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, 2001 hypothesis

Cleveland surface conditions, December 11, 2001

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.

U.S. EPA AirData hypothesis

Cleveland joint pollution fingerprint, December 11, 2001

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.

U.S. EPA AirData hypothesis

Steubenville-area PM2.5 rise during the Cleveland event window

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.

See every retained source and limitation ↓

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

    Pattern-based explanation

    high_pressure_mixed_pollution_regional_overlap.v1. This inference is recorded in the catalog methodology.

    Inferred
  2. 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. 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.

    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 “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 pulse 63.6 µg/m³

268% above nearby days

Air movement 4 kt median wind

3 calm hours observed

What observers saw 3 mi minimum visibility

Haze reported during 1 hour

Pollution fingerprint

Metro-wide median of reporting monitors
PM2.5 63.6 µg/m³

268% higher than surrounding days

Before17.3 µg/m³ Event63.6 µg/m³ After10.6 µg/m³
11 monitors · 24 HOUR
PM10 102 µg/m³

325% higher than surrounding days

Before24 µg/m³ Event102 µg/m³ After16 µg/m³
11 monitors · 24 HOUR
Carbon monoxide 1 ppm

53% higher than surrounding days

Before0.583 ppm Event1 ppm After0.652 ppm
5 monitors · 1 HOUR
Nitrogen dioxide 32.9 ppb

88% higher than surrounding days

Before17.3 ppb Event32.9 ppb After17.5 ppb
2 monitors · 1 HOUR
Sulfur dioxide 6.39 ppb

10% higher than surrounding days

Before5.83 ppb Event6.39 ppb After3.39 ppb
9 monitors · 1 HOUR

Atmospheric conditions

Cleveland Burke Lakefront, 4.5 km from the PM2.5 target
Wind 4 kt median

8 kt maximum · 3 of 24 observed hours calm

Visibility 3 mi minimum

2 observed hours at or below 3 miles

Temperature 39°F median

32°F to 47°F

Humidity 96% 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.

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
Cleveland-Elyria, OH 71.6 µg/m³ 3.3 Dec 11, 2001 #5 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

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

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.