← Air events

Temperature inversion Possible

2001-11-17 Cincinnati, OH-KY-IN temperature-inversion pollution episode

November 17, 2001

Daily PM2.5 peaked at 53.4 µg/m³ near Cincinnati across 1 covered metro home to 2.3 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 ≈ 1.8 cigarettes. Across everyone living in the affected metros, that is the collective equivalent of ≈ 4.2 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 “Temperature inversion”

Cincinnati's 12-monitor PM2.5 rise coincided with higher PM10 and carbon monoxide, extensive fog/haze, weak wind, and severely restricted visibility. The exact-date NWS discussion explicitly expected a good inversion to form again that night. Temperature-inversion accumulation is therefore possible, while the trapped emissions mixture remains unidentified.

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

U.S. EPA AirData hypothesis

Cincinnati, OH-KY-IN joint pollution fingerprint, 2001-11-17

EPA records show median daily PM2.5 of 53.2 micrograms per cubic meter across 12 monitors, 1.791 times the adjacent-window level. Co-pollutants at least 10% above the adjacent-window comparison were pm10 (1.394x), carbon monoxide (1.513x). Other measured comparisons were nitrogen dioxide (0.982x), sulfur dioxide (0.393x).

National Weather Service surface observations via Iowa Environmental Mesonet · Nov 17, 2001 hypothesis

Cincinnati, OH-KY-IN surface conditions, 2001-11-17

CINCINNAT/LUNKEN recorded calm conditions during 42% of event hours and wind at or below three knots during 67%. Observations included 6 haze hours, 11 mist hours, minimum visibility 0.25 miles.

Inference, not direct attribution

Documented inversion overlap: The event overlaps a documented inversion period, but the retained material does not directly attribute the measured PM2.5 episode.

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

    Documented inversion overlap. The event overlaps a documented inversion period, but the retained material does not directly attribute the measured PM2.5 episode.

    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

    53.4 µg/m³ near Cincinnati

    EPA monitors recorded the event across 1 metro. The peak daily concentration is roughly 2.4 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 “Temperature inversion” explanation; it does not assign the cause by itself.

Observed context · not attribution

Cincinnati, OH-KY-IN

Monitor comparison window 2001-11-14 to 2001-11-20 · PM2.5 target: NORWOOD

6 pollutant signals
Fine-particle pulse 53.2 µg/m³

52% above nearby days

Air movement 3 kt median wind

10 calm hours observed

What observers saw 0.25 mi minimum visibility

Haze reported during 6 hours

Pollution fingerprint

Metro-wide median of reporting monitors
PM2.5 53.2 µg/m³

52% higher than surrounding days

Before35.1 µg/m³ Event53.2 µg/m³ After24.3 µg/m³
12 monitors · 24 HOUR
PM10 44 µg/m³

13% higher than surrounding days

Before39 µg/m³ Event44 µg/m³ After29 µg/m³
1 monitor · 24-HR BLK AVG
Carbon monoxide 1.29 ppm

10% higher than surrounding days

Before1.25 ppm Event1.29 ppm After0.456 ppm
2 monitors · 1 HOUR
Nitrogen dioxide 25.3 ppb

About the same as surrounding days

Before33.1 ppb Event25.3 ppb After18.4 ppb
4 monitors · 1 HOUR
Sulfur dioxide 2.28 ppb

55% lower than surrounding days

Before6.60 ppb Event2.28 ppb After5 ppb
6 monitors · 1 HOUR
Ozone 0.009 ppm

71% lower than surrounding days

Before0.038 ppm Event0.009 ppm After0.021 ppm
1 monitor · 8-HR RUN AVG BEGIN HOUR

Atmospheric conditions

CINCINNAT/LUNKEN, 7.2 km from the PM2.5 target
Wind 3 kt median

6 kt maximum · 10 of 24 observed hours calm

Visibility 0.25 mi minimum

20 observed hours at or below 3 miles

Temperature 46°F median

40°F to 65°F

Humidity 100% 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
Cincinnati, OH-KY-IN 53.4 µg/m³ 2.4 Nov 17, 2001 #10 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.

3 retained sources

Official record

Area Forecast Discussion: good inversion expected over the Miami Valley

National Weather Service Wilmington via Iowa Environmental Mesonet

NWS reported lingering fog across much of the Miami Valley and expected clear skies and light flow to establish a good inversion again that night.

What it supports

This source supports a possible mechanism or occurrence; it does not establish the cause by itself.

Limit

The forecast identifies the trapping mechanism but does not apportion the PM2.5 among emissions sources or prove the inversion persisted for the full calendar day.

Official record

Cincinnati, OH-KY-IN surface conditions, 2001-11-17

National Weather Service surface observations via Iowa Environmental Mesonet

CINCINNAT/LUNKEN recorded calm conditions during 42% of event hours and wind at or below three knots during 67%. Observations included 6 haze hours, 11 mist hours, minimum visibility 0.25 miles.

What it supports

This source supports a possible mechanism or occurrence; it does not establish the cause by itself.

Limit

A single surface station documents weak ventilation and obscuration but not the full vertical profile or particle source mix.

Official record

Cincinnati, OH-KY-IN joint pollution fingerprint, 2001-11-17

U.S. EPA AirData

EPA records show median daily PM2.5 of 53.2 micrograms per cubic meter across 12 monitors, 1.791 times the adjacent-window level. Co-pollutants at least 10% above the adjacent-window comparison were pm10 (1.394x), carbon monoxide (1.513x). Other measured comparisons were nitrogen dioxide (0.982x), sulfur dioxide (0.393x).

What it supports

This source supports a possible mechanism or occurrence; it does not establish the cause by itself.

Limit

The broad multi-pollutant response does not apportion traffic, heating, industry, wood combustion, or secondary aerosol.

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.