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Wildfire smoke Likely

2016-02-18 Eastern Oklahoma wildfires episode

February 18, 2016 · Origin: Eastern Oklahoma wildfires

Daily PM2.5 peaked at 35.9 µg/m³ near Tulsa across 1 covered metro home to 1.1 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 ≈ 1.3 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 “Wildfire smoke”

Three exact-window records converge on the same broad cause. NOAA satellite analysts observed remnant smoke across eastern Oklahoma from numerous Oklahoma wildfires, the NWS Tulsa office documented multiple large eastern Oklahoma wildfires, and contemporaneous Public Radio Tulsa reporting described wind-driven fires and smoke impacts near the metro. This supports wildfire smoke at likely confidence without claiming a named fire or a quantified smoke share.

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

Public Radio Tulsa · Feb 18, 2016 hypothesis

Wildfires Char Oklahoma

Same-day local reporting describes wind-whipped Oklahoma wildfires, heavy smoke, and evacuations, including impacts in and near the Tulsa metropolitan area.

National Weather Service Tulsa · Mar 1, 2016 hypothesis

Storm Data and Unusual Weather Phenomena: February 2016

The NWS Tulsa storm report documents multiple large wildfires across eastern Oklahoma beginning February 18, including fires in Okfuskee, Okmulgee, Pawnee, and neighboring counties under very dry and windy conditions.

Inference, not direct attribution

Same-day fire and smoke evidence: Satellite smoke analysis, an official fire record, and separate local smoke reporting converge on the affected place and date. This supports the broad smoke cause, but not a precise source share or one uniquely identified fire.

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

    Same-day fire and smoke evidence. Satellite smoke analysis, an official fire record, and separate local smoke reporting converge on the affected place and date. This supports the broad smoke cause, but not a precise source share or one uniquely identified fire.

    Inferred
  2. 2

    Air-mass movement

    Transport into the affected region is documented

    NOAA satellite analysts observed light-density remnant smoke across eastern Oklahoma during the event evening and attributed it to numerous wildfires burning in Oklahoma, with the smoke drifting toward western Arkansas and Missouri.

    View transport source ↗
    Documented
  3. 3

    Local response

    35.9 µg/m³ near Tulsa

    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 “Wildfire smoke” explanation; it does not assign the cause by itself.

Observed context · not attribution

Tulsa, OK

Monitor comparison window 2016-02-15 to 2016-02-21 · PM2.5 target: Glenpool

6 pollutant signals
Fine-particle pulse 28.9 µg/m³

195% above nearby days

Air movement 16.5 kt median wind

24 kt maximum

What observers saw 3 mi minimum visibility

Haze reported during 1 hour

Pollution fingerprint

Metro-wide median of reporting monitors
PM2.5 28.9 µg/m³

195% higher than surrounding days

Before9.79 µg/m³ Event28.9 µg/m³ After8.72 µg/m³
2 monitors · 1 HOUR
PM10 77.5 µg/m³

252% higher than surrounding days

Before22 µg/m³ Event77.5 µg/m³ After19 µg/m³
2 monitors · 24 HOUR
Carbon monoxide 0.274 ppm

19% lower than surrounding days

Before0.429 ppm Event0.274 ppm After0.339 ppm
1 monitor · 1 HOUR
Nitrogen dioxide 5.62 ppb

40% lower than surrounding days

Before12.4 ppb Event5.62 ppb After9.33 ppb
1 monitor · 1 HOUR
Sulfur dioxide 2.25 ppb

140% higher than surrounding days

Before0.917 ppb Event2.25 ppb After0.938 ppb
4 monitors · 1 HOUR
Ozone 0.052 ppm

66% higher than surrounding days

Before0.028 ppm Event0.052 ppm After0.031 ppm
5 monitors · 8-HR RUN AVG BEGIN HOUR

Atmospheric conditions

TULSA/LLOYD JONES, 9.7 km from the PM2.5 target
Wind 16.5 kt median

24 kt maximum · No calm observed hours

Visibility 3 mi minimum

1 observed hours at or below 3 miles

Temperature 68°F median

49°F to 78°F

Humidity 48% median

59% 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.

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
Tulsa, OK 35.9 µg/m³ 1.6 Feb 18, 2016 #20 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

Storm Data and Unusual Weather Phenomena: February 2016

National Weather Service Tulsa

The NWS Tulsa storm report documents multiple large wildfires across eastern Oklahoma beginning February 18, including fires in Okfuskee, Okmulgee, Pawnee, and neighboring counties under very dry and windy conditions.

What it supports

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

Limit

The report documents the fire occurrence and region, not the fraction of Tulsa PM2.5 attributable to those fires.

Official record

Smoke Text Product through 0200Z February 19, 2016

NOAA/NESDIS Office of Satellite and Product Operations

NOAA satellite analysts observed light-density remnant smoke across eastern Oklahoma during the event evening and attributed it to numerous wildfires burning in Oklahoma, with the smoke drifting toward western Arkansas and Missouri.

What it supports

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

Limit

The narrative establishes regional smoke presence and origin but does not prove that the smoke reached the surface at every Tulsa monitor.

News report

Wildfires Char Oklahoma

Public Radio Tulsa

Same-day local reporting describes wind-whipped Oklahoma wildfires, heavy smoke, and evacuations, including impacts in and near the Tulsa metropolitan area.

What it supports

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

Limit

The report documents local fire and smoke impacts but does not analyze the regulatory PM2.5 measurement.

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.