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Mixed causes Possible

2001-01-22 St. Louis, MO-IL mixed-source pollution episode

January 22, 2001

Daily PM2.5 peaked at 52.2 µg/m³ near St. Louis across 1 covered metro home to 2.8 million people.

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 ≈ 5.0 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 “Mixed causes”

EPA's PMF source-apportionment appendix contains an actual St. Louis sample on January 22, 2001. Ammonium nitrate and coal combustion were the two largest modeled factors, with mobile and smaller industrial and crustal factors also present. That exact-date mixture supports mixed-source pollution at possible confidence without assigning one emitter or one atmospheric mechanism.

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

U.S. Environmental Protection Agency · Sep 24, 2003 hypothesis

Appendix J: St. Louis, Missouri: exact-date PMF source strengths on 2001-01-22

EPA's Positive Matrix Factorization time series includes an actual sample at site 29-510-0085 on 2001-01-22; ammonium nitrate and coal combustion were the two largest modeled factors, with mobile sources and smaller industrial and crustal factors also present.

Inference, not direct attribution

epa_pmf_exact_sample_factor_pattern.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

    epa_pmf_exact_sample_factor_pattern.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

    52.2 µg/m³ near St. Louis

    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 “Mixed causes” explanation; it does not assign the cause by itself.

Observed context · not attribution

St. Louis, MO-IL

Monitor comparison window 2001-01-19 to 2001-01-25 · PM2.5 target: IEPA-RAPS TRAILER

6 pollutant signals
Fine-particle pulse 38.8 µg/m³

66% above nearby days

Air movement 0 kt median wind

14 calm hours observed

What observers saw 4 mi minimum visibility

Haze reported during 3 hours

Pollution fingerprint

Metro-wide median of reporting monitors
PM2.5 38.8 µg/m³

66% higher than surrounding days

Before23.4 µg/m³ Event38.8 µg/m³ After19.8 µg/m³
14 monitors · 24 HOUR
PM10 19 µg/m³

32% lower than surrounding days

Before26 µg/m³ Event19 µg/m³ After29 µg/m³
11 monitors · 24 HOUR
Carbon monoxide 1.29 ppm

109% higher than surrounding days

Before0.542 ppm Event1.29 ppm After0.615 ppm
8 monitors · 1 HOUR
Nitrogen dioxide 27.5 ppb

28% higher than surrounding days

Before16.9 ppb Event27.5 ppb After23.7 ppb
9 monitors · 1 HOUR
Sulfur dioxide 5.83 ppb

17% higher than surrounding days

Before3.02 ppb Event5.83 ppb After4.97 ppb
18 monitors · 1 HOUR
Ozone 0.004 ppm

61% lower than surrounding days

Before0.010 ppm Event0.004 ppm After0.016 ppm
6 monitors · 8-HR RUN AVG BEGIN HOUR

Atmospheric conditions

CAHOKIA/ST LOUIS, 4.6 km from the PM2.5 target
Wind 0 kt median

8 kt maximum · 14 of 24 observed hours calm

Visibility 4 mi minimum

0 observed hours at or below 3 miles

Temperature 27.5°F median

19.9°F to 44°F

Humidity 88% median

96% 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.

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 St. Louis

Peak-date arrivals · 2001-01-22

Broad history Mostly northwest of the metro
72-hour reach 450–2,050 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
St. Louis, MO-IL 52.2 µg/m³ 2.4 Jan 22, 2001 #11 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.

2 retained sources

Official record

Eight-Site Source Apportionment of PM2.5 Speciation Trends Data

U.S. Environmental Protection Agency

EPA's St. Louis site summary identifies coal combustion, ammonium nitrate, mobile sources, steel production, smelting, a zinc-refinery factor, and crustal material. The report documents the site's modeled date range, factor interpretation, average apportioned mass, local source setting, and back-trajectory context.

What it supports

Context for the event; this item does not establish the attributed cause by itself.

Limit

The site summary defines and contextualizes the factors across the modeled period; the separate appendix supplies the event-date source strengths.

Official record

Appendix J: St. Louis, Missouri: exact-date PMF source strengths on 2001-01-22

U.S. Environmental Protection Agency

EPA's Positive Matrix Factorization time series includes an actual sample at site 29-510-0085 on 2001-01-22; ammonium nitrate and coal combustion were the two largest modeled factors, with mobile sources and smaller industrial and crustal factors also present.

What it supports

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

Limit

The appendix reports modeled factor contributions at one chemical-speciation monitor, not the complete metro-wide emissions inventory.

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.