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Prescribed fire Possible

2002-01-17 Lakeland-Winter Haven, FL prescribed-fire smoke episode

January 17, 2002

Daily PM2.5 peaked at 24.4 µg/m³ near Lakeland across 1 covered metro home to 852,878 people.

Why we think this happened

The basis for “Prescribed fire”

Lakeland's airport reported smoke during the PM2.5 event. The Florida Forest Service exact-date report lists 34 authorized burns covering 1,647 acres in Polk County, including 27 agricultural-pasture authorizations covering 1,646 acres. This makes controlled vegetation burning a reasonable source estimate, but an authorization does not prove that a burn was conducted or that its smoke caused the daily PM2.5 value.

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

NOAA/NWS surface observations via Iowa Environmental Mesonet · Jan 17, 2002 hypothesis

LAKELAND REGIONAL surface observations reporting smoke

LAKELAND REGIONAL, 6.4 km from the PM2.5 target monitor, reported the official present-weather code FU (smoke) during 3 observed hours inside the catalog event window.

Inference, not direct attribution

official_surface_smoke_plus_exact_date_burn_authorizations_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

    official_surface_smoke_plus_exact_date_burn_authorizations_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

    24.4 µg/m³ near Lakeland

    EPA monitors recorded the event across 1 metro. The peak daily concentration is roughly 1.1 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 “Prescribed fire” explanation; it does not assign the cause by itself.

Observed context · not attribution

Lakeland-Winter Haven, FL

Monitor comparison window 2002-01-14 to 2002-01-20 · PM2.5 target: Baptist Childrens' Home

4 pollutant signals
Fine-particle pulse 24.4 µg/m³

118% above nearby days

PM10 33 µg/m³

94% higher than surrounding days

Pollution fingerprint

Metro-wide median of reporting monitors
PM2.5 24.4 µg/m³

118% higher than surrounding days

Before10.1 µg/m³ Event24.4 µg/m³ After11.2 µg/m³
1 monitor · 24 HOUR
PM10 33 µg/m³

94% higher than surrounding days

Before15 µg/m³ Event33 µg/m³ After18 µg/m³
2 monitors · 24-HR BLK AVG
Sulfur dioxide 4.94 ppb

20% higher than surrounding days

Before4.71 ppb Event4.94 ppb After3.88 ppb
2 monitors · 1 HOUR
Ozone 0.013 ppm

11% lower than surrounding days

Before0.014 ppm Event0.013 ppm After0.025 ppm
2 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
Lakeland-Winter Haven, FL 24.4 µg/m³ 1.1 Jan 17, 2002 #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.

2 retained sources

Official record

LAKELAND REGIONAL surface observations reporting smoke

NOAA/NWS surface observations via Iowa Environmental Mesonet

LAKELAND REGIONAL, 6.4 km from the PM2.5 target monitor, reported the official present-weather code FU (smoke) during 3 observed hours inside the catalog event window.

What it supports

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

Limit

The surface code establishes smoke at the nearby airport; it does not identify whether the source was a wildfire, prescribed burn, agricultural fire, or another local fire.

Official record

Lakeland District burning authorizations for January 17, 2002

Florida Forest Service

For January 17, 2002, the Florida Forest Service report for the Lakeland District lists 34 authorized burns covering 1,647 acres in Polk County. Twenty-seven agricultural-pasture authorizations account for 1,646 acres.

What it supports

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

Limit

The public report records authorizations, not proof that every authorized burn was carried out.

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.