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Stagnant pollution mixture Possible

2001-07-21 Dayton, OH stagnant mixed-pollution episode

July 21, 2001

Daily PM2.5 peaked at 45.4 µg/m³ near Dayton across 1 covered metro home to 821,740 people.

Counting the extra PM2.5 above each metro's typical day, this event handed the average affected resident ≈ 1.6 cigarettes. Across everyone living in the affected metros, that is the collective equivalent of ≈ 1.3 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”

A place-matched NWS discussion explicitly carries a stagnant Ohio Valley air mass through the event day. It supports accumulation but not a specific source, so the estimate remains possible.

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

National Weather Service Wilmington, Ohio via Iowa Environmental Mesonet · Jul 20, 2001 hypothesis

Area Forecast Discussion: stagnant air mass over the Ohio Valley

The forecast issued the afternoon before the event said the humid air mass would remain over the local Ohio Valley through the forecast period and explicitly described it as stagnant while discussing conditions for that night and the following day.

Inference, not direct attribution

documented_stagnation_overlap_possible.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

    documented_stagnation_overlap_possible.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

    45.4 µg/m³ near Dayton

    EPA monitors recorded the event across 1 metro. The peak daily concentration is roughly 2.1 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

Dayton, OH

Monitor comparison window 2001-07-18 to 2001-07-24 · PM2.5 target: Preble NCore

4 pollutant signals
Fine-particle pulse 45.1 µg/m³

38% above nearby days

Carbon monoxide 0.406 ppm

8% lower than surrounding days

Pollution fingerprint

Metro-wide median of reporting monitors
PM2.5 45.1 µg/m³

38% higher than surrounding days

Before29.4 µg/m³ Event45.1 µg/m³ After35.9 µg/m³
3 monitors · 24 HOUR
Carbon monoxide 0.406 ppm

8% lower than surrounding days

Before0.558 ppm Event0.406 ppm After0.444 ppm
2 monitors · 1 HOUR
Sulfur dioxide 2.42 ppb

About the same as surrounding days

Before1.13 ppb Event2.42 ppb After2.83 ppb
1 monitor · 1 HOUR
Ozone 0.052 ppm

20% higher than surrounding days

Before0.043 ppm Event0.052 ppm After0.033 ppm
4 monitors · 8-HR RUN AVG BEGIN HOUR

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
Dayton, OH 45.4 µg/m³ 2.1 Jul 21, 2001 #21 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.

1 retained source

Official record

Area Forecast Discussion: stagnant air mass over the Ohio Valley

National Weather Service Wilmington, Ohio via Iowa Environmental Mesonet

The forecast issued the afternoon before the event said the humid air mass would remain over the local Ohio Valley through the forecast period and explicitly described it as stagnant while discussing conditions for that night and the following day.

What it supports

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

Limit

The discussion establishes the stagnant setting but does not attribute the Dayton PM2.5 mass to a particular source sector.

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.