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.
PossibleThis is a transparent hypothesis supported by limited evidence or an explicit inference, not a definitive attribution.
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, 2015hypothesis
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, 2015hypothesis
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.
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.
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
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
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.
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 pulse38.3 µg/m³
162% above nearby days
Air movement4 kt median wind
11 calm hours observed
What observers saw1.5 mi minimum visibility
Haze reported during 12 hours
Pollution fingerprint
Metro-wide median of reporting monitors
PM2.538.3 µg/m³
162% higher than surrounding days
Before22.2 µg/m³ Event38.3 µg/m³ After8.37 µg/m³
PM1053 µg/m³
83% higher than surrounding days
Before29 µg/m³ Event53 µg/m³ After13 µg/m³
Carbon monoxide0.644 ppm
52% higher than surrounding days
Before0.423 ppm Event0.644 ppm After0.407 ppm
Nitrogen dioxide42.3 ppb
41% higher than surrounding days
Before30.1 ppb Event42.3 ppb After29.4 ppb
Sulfur dioxide1.29 ppb
29% higher than surrounding days
Before1 ppb Event1.29 ppb After0.370 ppb
Ozone0.031 ppm
8% lower than surrounding days
Before0.034 ppm Event0.031 ppm After0.036 ppm
Atmospheric conditions
BROOMFIELD/JEFFCO, 21.5 km from the PM2.5 target
Wind4 kt median
14 kt maximum · 11 of 24 observed hours calm
Visibility1.5 mi minimum
12 observed hours at or below 3 miles
Temperature28.4°F median
15.8°F to 32°F
Humidity80% 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.
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.
No useful public camera views are currently available within 80 km of this metro.
"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
A single surface station documents ventilation and obscuration but not the full vertical profile or particle source mix.
The Broomfield surface station and Denver regulatory monitors are not co-located.
The NWS discussion identifies the inversion and haze mechanism but does not apportion traffic, heating, industry, dust, or secondary aerosol.
The inversion was expected to break later in the evening, so it does not establish uniform trapping throughout the full calendar day.
The pollution fingerprint does not uniquely apportion traffic, heating, industry, wood combustion, dust, or secondary aerosol.
Status and provenance
PossibleThis 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.