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Stagnant pollution mixture Possible

2010-01-15 Kansas City, MO-KS stagnant mixed-pollution episode

January 15, 2010

Daily PM2.5 peaked at 43 µg/m³ near Kansas City across 1 covered metro home to 2.3 million people.

Counting the extra PM2.5 above each metro's typical day, this event handed the average affected resident ≈ 1.5 cigarettes. Across everyone living in the affected metros, that is the collective equivalent of ≈ 3.3 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”

The exact-date NWS discussion describes fog and stratus trapped under a surface ridge and persistent high pressure. EPA data show a broad PM2.5 rise across six daily monitoring series, higher PM10, and substantially weaker wind than before the event. This supports a trapped mixed-pollution mechanism without identifying a specific source.

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

Inference, not direct attribution

documented_ridge_weak_flow_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

    Stagnant pollution mixture

    NWS Kansas City described fog and stratus trapped under the high, difficult erosion, and surface ridging over the region during the January 15 event.

    View supporting source ↗
    Documented
  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

    43 µg/m³ near Kansas City

    EPA monitors recorded the event across 1 metro. The peak daily concentration is roughly 2.0 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

Kansas City, MO-KS

Monitor comparison window 2010-01-12 to 2010-01-18 · PM2.5 target: Troost

5 pollutant signals
Fine-particle pulse 43 µg/m³

121% above nearby days

Air movement 2.41 kt

About the same as surrounding days

Carbon monoxide 0.479 ppm

7% lower than surrounding days

Pollution fingerprint

Metro-wide median of reporting monitors
PM2.5 43 µg/m³

121% higher than surrounding days

Before19.5 µg/m³ Event43 µg/m³ After13 µg/m³
6 monitors · 24 HOUR
Carbon monoxide 0.479 ppm

7% lower than surrounding days

Before0.504 ppm Event0.479 ppm After0.583 ppm
1 monitor · 1 HOUR
Nitrogen dioxide 20 ppb

6% higher than surrounding days

Before17.3 ppb Event20 ppb After20.9 ppb
4 monitors · 1 HOUR
Sulfur dioxide 4.81 ppb

47% higher than surrounding days

Before4 ppb Event4.81 ppb After2.96 ppb
3 monitors · 1 HOUR
Ozone 0.013 ppm

23% lower than surrounding days

Before0.033 ppm Event0.013 ppm After0.008 ppm
4 monitors · 8-HR RUN AVG BEGIN HOUR

Atmospheric conditions

Nearby EPA weather observations
Temperature 55.3 °F

17% lower than surrounding days

Wind 2.41 kt

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 Kansas City

Peak-date arrivals · 2010-01-15

Broad history Mostly west of the metro
72-hour reach 1,100–2,200 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
Kansas City, MO-KS 43 µg/m³ 2.0 Jan 15, 2010 #12 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

Area Forecast Discussion: fog and stratus trapped beneath surface ridging

National Weather Service Kansas City via Iowa Environmental Mesonet

NWS Kansas City described fog and stratus trapped under the high, difficult erosion, and surface ridging over the region during the January 15 event.

What it supports

A retained source supports the attributed cause for the stated place and dates.

Limit

The discussion establishes a trapping environment but does not identify the pollution source or explicitly discuss PM2.5.

Official record

Kansas City multi-monitor pollution fingerprint, January 15, 2010

U.S. EPA AirData

EPA observations show daily PM2.5 of 43 micrograms per cubic meter across six monitoring series, compared with medians of 19.5 before and 13 after; PM10 was also elevated and event-window wind was roughly half the preceding-window value.

What it supports

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

Limit

The fingerprint supports regional accumulation but does not apportion the particulate mixture among sources.

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.