← Air events

Temperature inversion Possible

2015-03-02 Denver-Aurora-Lakewood, CO temperature-inversion pollution episode

March 2, 2015

Daily PM2.5 peaked at 48.7 µg/m³ near Denver across 1 covered metro home to 3.1 million people.

Counting the extra PM2.5 above each metro's typical day, this event handed the average affected resident ≈ 1.8 cigarettes. Across everyone living in the affected metros, that is the collective equivalent of ≈ 5.6 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 “Temperature inversion”

Denver's six-monitor PM2.5 rise coincided with increases in PM10, carbon monoxide, nitrogen dioxide, and sulfur dioxide, plus 12 hours of haze and restricted visibility. The exact-date NWS discussion independently documented a Denver inversion, light winds, and shallow haze that later ventilation was expected to erode. Together these support temperature-inversion trapping at possible confidence while leaving the emissions mixture unidentified.

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

U.S. EPA AirData hypothesis

Denver-Aurora-Lakewood, CO joint pollution fingerprint, 2015-03-02

EPA records show median daily PM2.5 of 45.1 micrograms per cubic meter across 6 monitors, 2.752 times the adjacent-window level. Compatible co-pollutant rises were pm10 (2.524x), carbon monoxide (1.551x), nitrogen dioxide (1.425x), sulfur dioxide (1.886x).

National Weather Service Denver/Boulder via Iowa Environmental Mesonet · Mar 2, 2015 hypothesis

Area Forecast Discussion: Denver inversion and shallow haze

On the event day, NWS Denver/Boulder reported that parts of Denver were under an inversion and that light winds and shallow haze persisted until showers and downslope flow began to erode the layer that evening.

National Weather Service surface observations via Iowa Environmental Mesonet · Mar 2, 2015 hypothesis

Denver-Aurora-Lakewood, CO surface conditions, 2015-03-02

BROOMFIELD/JEFFCO recorded calm conditions during 46% of event hours and wind at or below three knots during 46%. Observations included 12 haze hours, 8 mist hours, minimum visibility 1.5 miles.

Inference, not direct attribution

Documented inversion overlap: The event overlaps a documented inversion period, but the retained material does not directly attribute the measured PM2.5 episode.

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 inversion overlap. The event overlaps a documented inversion period, but the retained material does not directly attribute the measured PM2.5 episode.

    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

    48.7 µg/m³ near Denver

    EPA monitors recorded the event across 1 metro. The peak daily concentration is roughly 2.2 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 “Temperature inversion” explanation; it does not assign the cause by itself.

Observed context · not attribution

Denver-Aurora-Lakewood, CO

Monitor comparison window 2015-02-27 to 2015-03-05 · PM2.5 target: I-25

6 pollutant signals
Fine-particle pulse 38.3 µg/m³

162% above nearby days

Air movement 4 kt median wind

11 calm hours observed

What observers saw 1.5 mi minimum visibility

Haze reported during 12 hours

Pollution fingerprint

Metro-wide median of reporting monitors
PM2.5 38.3 µg/m³

162% higher than surrounding days

Before22.2 µg/m³ Event38.3 µg/m³ After8.37 µg/m³
3 monitors · 1 HOUR
PM10 53 µg/m³

83% higher than surrounding days

Before29 µg/m³ Event53 µg/m³ After13 µg/m³
5 monitors · 24 HOUR
Carbon monoxide 0.644 ppm

52% higher than surrounding days

Before0.423 ppm Event0.644 ppm After0.407 ppm
4 monitors · 1 HOUR
Nitrogen dioxide 42.3 ppb

41% higher than surrounding days

Before30.1 ppb Event42.3 ppb After29.4 ppb
4 monitors · 1 HOUR
Sulfur dioxide 1.29 ppb

29% higher than surrounding days

Before1 ppb Event1.29 ppb After0.370 ppb
3 monitors · 1 HOUR
Ozone 0.031 ppm

8% lower than surrounding days

Before0.034 ppm Event0.031 ppm After0.036 ppm
11 monitors · 8-HR RUN AVG BEGIN HOUR

Atmospheric conditions

BROOMFIELD/JEFFCO, 21.5 km from the PM2.5 target
Wind 4 kt median

14 kt maximum · 11 of 24 observed hours calm

Visibility 1.5 mi minimum

12 observed hours at or below 3 miles

Temperature 28.4°F median

15.8°F to 32°F

Humidity 80% median

100% 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.

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
Denver-Aurora-Lakewood, CO 48.7 µg/m³ 2.2 Mar 2, 2015 #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

Area Forecast Discussion: Denver inversion and shallow haze

National Weather Service Denver/Boulder via Iowa Environmental Mesonet

On the event day, NWS Denver/Boulder reported that parts of Denver were under an inversion and that light winds and shallow haze persisted until showers and downslope flow began to erode the layer that evening.

What it supports

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

Limit

The NWS discussion identifies the inversion and haze mechanism but does not apportion traffic, heating, industry, dust, or secondary aerosol.

Official record

Denver-Aurora-Lakewood, CO surface conditions, 2015-03-02

National Weather Service surface observations via Iowa Environmental Mesonet

BROOMFIELD/JEFFCO recorded calm conditions during 46% of event hours and wind at or below three knots during 46%. Observations included 12 haze hours, 8 mist hours, minimum visibility 1.5 miles.

What it supports

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

Limit

A single surface station documents ventilation and obscuration but not the full vertical profile or particle source mix.

Official record

Denver-Aurora-Lakewood, CO joint pollution fingerprint, 2015-03-02

U.S. EPA AirData

EPA records show median daily PM2.5 of 45.1 micrograms per cubic meter across 6 monitors, 2.752 times the adjacent-window level. Compatible co-pollutant rises were pm10 (2.524x), carbon monoxide (1.551x), nitrogen dioxide (1.425x), sulfur dioxide (1.886x).

What it supports

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

Limit

The pollution fingerprint does not uniquely apportion traffic, heating, industry, wood combustion, dust, or secondary aerosol.

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.