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Prescribed fire Likely

2014-04-11 Oklahoma City, OK prescribed-fire smoke episode

April 11, 2014

Daily PM2.5 peaked at 34.7 µg/m³ near Oklahoma City across 1 covered metro home to 1.5 million people.

Counting the extra PM2.5 above each metro's typical day, this event handed the average affected resident ≈ 1.2 cigarettes. Across everyone living in the affected metros, that is the collective equivalent of ≈ 1.7 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 “Prescribed fire”

NOAA satellite analysts documented a broad plume from numerous agricultural burns across northern Oklahoma on the exact event date.

Likely Applicable reporting or a supported inference makes this the best current causal explanation.

NOAA OSPO Hazard Mapping System · Apr 11, 2014 corroborates

Smoke narrative for April 11, 2014

NOAA observed a broad area of smoke from numerous agricultural burns stretching across the central and southern Plains, with clustered burns and moderate smoke in northern Oklahoma.

NOAA Satellite Services Division · Apr 11, 2014 hypothesis

Smoke Text Product — April 11, 2014

NOAA satellite analysis documented smoke from Central Plains fires across central Kansas into the Oklahoma and Texas Panhandles and new smoke from fires in eastern/central Kansas and northeast Oklahoma; it does not establish smoke transport to Oklahoma City or attribute this PM2.5 event.

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

    Prescribed fire

    NOAA observed a broad area of smoke from numerous agricultural burns stretching across the central and southern Plains, with clustered burns and moderate smoke in northern Oklahoma.

    View supporting source ↗
    Documented
  2. 2

    Air-mass movement

    Transport into the affected region is documented

    NOAA observed a broad area of smoke from numerous agricultural burns stretching across the central and southern Plains, with clustered burns and moderate smoke in northern Oklahoma.

    View transport source ↗
    Documented
  3. 3

    Local response

    34.7 µg/m³ near Oklahoma City

    EPA monitors recorded the event across 1 metro. The peak daily concentration is roughly 1.6 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 “Prescribed fire” explanation; it does not assign the cause by itself.

Observed context · not attribution

Oklahoma City, OK

Monitor comparison window 2014-04-08 to 2014-04-14 · PM2.5 target: OKC NORTH

6 pollutant signals
Fine-particle pulse 24.5 µg/m³

188% above nearby days

Air movement 5.82 kt

27% lower than surrounding days

PM10 49 µg/m³

81% higher than surrounding days

Pollution fingerprint

Metro-wide median of reporting monitors
PM2.5 24.5 µg/m³

188% higher than surrounding days

Before7.52 µg/m³ Event24.5 µg/m³ After8.50 µg/m³
2 monitors · 1 HOUR
PM10 49 µg/m³

81% higher than surrounding days

Before20 µg/m³ Event49 µg/m³ After27 µg/m³
1 monitor · 24-HR BLK AVG
Carbon monoxide 0.275 ppm

89% higher than surrounding days

Before0.130 ppm Event0.275 ppm After0.146 ppm
1 monitor · 1 HOUR
Nitrogen dioxide 6.67 ppb

30% higher than surrounding days

Before6.17 ppb Event6.67 ppb After2.29 ppb
3 monitors · 1 HOUR
Sulfur dioxide 0.083 ppb

Adjacent observations available

Before0 ppb Event0.083 ppb After0 ppb
1 monitor · 1 HOUR
Ozone 0.045 ppm

About the same as surrounding days

Before0.056 ppm Event0.045 ppm After0.037 ppm
7 monitors · 8-HR RUN AVG BEGIN HOUR

Atmospheric conditions

Nearby EPA weather observations
Humidity 59.2 %

10% higher than surrounding days

Temperature 66.2 °F

About the same as surrounding days

Wind 5.82 kt

27% lower than 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 Oklahoma City

Peak-date arrivals · 2014-04-11

Broad history Mostly southwest of the metro
72-hour reach 450–1,150 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
Oklahoma City, OK 34.7 µg/m³ 1.6 Apr 11, 2014 #22 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

Smoke narrative for April 11, 2014

NOAA OSPO Hazard Mapping System

NOAA observed a broad area of smoke from numerous agricultural burns stretching across the central and southern Plains, with clustered burns and moderate smoke in northern Oklahoma.

What it supports

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

Limit

Satellite detection does not quantify the surface PM2.5 share at Oklahoma City.

What remains uncertain

Status and provenance

Likely Applicable reporting or a supported inference makes this the best current causal explanation.

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.