← Air events

Stagnant pollution mixture Possible

2002-07-15 to 2002-07-17 Louisville/Jefferson County, KY-IN stagnant mixed-pollution episode

July 15, 2002 to July 17, 2002

Daily PM2.5 peaked at 80.2 µg/m³ near Louisville/Jefferson County across 1 covered metro home to 1.4 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 ≈ 7.2 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 “Stagnant pollution mixture”

A coherent seven-monitor PM2.5 rise occurred with compatible carbon monoxide, nitrogen dioxide, and sulfur dioxide increases. Exact-window NWS discussions documented sinking beneath high pressure, very weak boundary-layer flow, and persistent haze, while the official surface station recorded extensive calm and light wind. This supports stagnant mixed-pollution accumulation as a possible broad mechanism, but does not identify source-sector shares.

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

U.S. EPA AirData · Jul 15, 2002 hypothesis

Louisville joint pollution fingerprint, July 15-17, 2002

EPA records show median daily PM2.5 of 53.55 micrograms per cubic meter across seven monitors, about twice the adjacent-window level, with compatible increases in carbon monoxide, nitrogen dioxide, and sulfur dioxide.

National Weather Service Louisville via Iowa Environmental Mesonet · Jul 15, 2002 hypothesis

Area Forecast Discussion: weak boundary-layer flow and persistent haze

The exact-window NWS discussion placed Louisville beneath high pressure and a deformation-zone sinking region, forecast zero-to-eight-knot boundary-layer wind, and expected haze through most of July 16.

National Weather Service surface observations via Iowa Environmental Mesonet · Jul 15, 2002 hypothesis

Louisville surface conditions, July 15-17, 2002

Louisville's official surface station recorded haze during 21 event hours; 54.2% of observed hours had wind at or below three knots and 40.3% were calm.

Inference, not direct attribution

official_surface_weak_dispersion_multimonitor_accumulation.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

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

    Inferred
  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

    80.2 µg/m³ near Louisville/Jefferson County

    EPA monitors recorded the event across 1 metro. The peak daily concentration is roughly 3.6 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

Louisville/Jefferson County, KY-IN

Monitor comparison window 2002-07-12 to 2002-07-20 · PM2.5 target: Southwick

5 pollutant signals
Fine-particle pulse 53.5 µg/m³

79% above nearby days

Carbon monoxide 0.458 ppm

51% higher than surrounding days

Pollution fingerprint

Metro-wide median of reporting monitors
PM2.5 53.5 µg/m³

79% higher than surrounding days

Before22.9 µg/m³ Event53.5 µg/m³ After29.9 µg/m³
7 monitors · 24 HOUR
Carbon monoxide 0.458 ppm

51% higher than surrounding days

Before0.233 ppm Event0.458 ppm After0.304 ppm
3 monitors · 1 HOUR
Nitrogen dioxide 17.1 ppb

29% higher than surrounding days

Before13.3 ppb Event17.1 ppb After11.3 ppb
2 monitors · 1 HOUR
Sulfur dioxide 2.40 ppb

About the same as surrounding days

Before1.75 ppb Event2.40 ppb After2.34 ppb
4 monitors · 1 HOUR
Ozone 0.052 ppm

39% higher than surrounding days

Before0.037 ppm Event0.052 ppm After0.038 ppm
7 monitors · 8-HR RUN AVG BEGIN HOUR

Atmospheric conditions

Nearby EPA weather observations
Humidity 74 %

10% lower than surrounding days

Pressure 1000 Millibars

About the same as surrounding days

Temperature 80.3 °F

About the same as surrounding days

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 Louisville/Jefferson County

Peak-date arrivals · 2002-07-17

Broad history Mostly north of the metro
72-hour reach 0–300 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.

Affected metros

MetroPeak PM2.5Cigarettes, whole eventPeak dayAll-time standing
Louisville/Jefferson County, KY-IN 80.2 µg/m³ 8.9 Jul 17, 2002 #3 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

Louisville joint pollution fingerprint, July 15-17, 2002

U.S. EPA AirData

EPA records show median daily PM2.5 of 53.55 micrograms per cubic meter across seven monitors, about twice the adjacent-window level, with compatible increases in carbon monoxide, nitrogen dioxide, and sulfur dioxide.

What it supports

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

Limit

The co-pollutant pattern supports mixed accumulation but cannot identify individual source sectors or exclude an unmeasured transported contribution.

Official record

Area Forecast Discussion: weak boundary-layer flow and persistent haze

National Weather Service Louisville via Iowa Environmental Mesonet

The exact-window NWS discussion placed Louisville beneath high pressure and a deformation-zone sinking region, forecast zero-to-eight-knot boundary-layer wind, and expected haze through most of July 16.

What it supports

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

Limit

The discussion documents poor dispersion and haze, not the chemical composition or source shares of the particles.

Official record

Louisville surface conditions, July 15-17, 2002

National Weather Service surface observations via Iowa Environmental Mesonet

Louisville's official surface station recorded haze during 21 event hours; 54.2% of observed hours had wind at or below three knots and 40.3% were calm.

What it supports

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

Limit

One surface station cannot describe the complete metropolitan boundary layer, and haze is not source-specific.

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.