Daily PM2.5 peaked at 69.9 µg/m³ near Las Vegas across
1 covered metro home to 2.4 million people.
1 metro placed a top-ten day in their record.
Counting the extra PM2.5 above each metro's typical day, this event handed the
average affected resident ≈ 2.8 cigarettes.
Across everyone living in the affected metros, that is the collective equivalent of
≈ 6.7 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 “Dust”
Qualified frozen evidence supports dust as the broad cause for this time-bounded episode.
EPA monitor flagEPA attached an exceptional-event qualifier to the affected samples. The agency flagged the measurement itself; no separate agency record describes the event.
U.S. EPA Air Quality System and the submitting air monitoring agency · Jul 30, 2016official
EPA AQS carries an agency-submitted request-exclusion qualifier (RJ, High Winds.) on 120 PM2.5 samples in the candidate CBSA on 2016-07-30, identifying windblown or transported dust as affecting the samples. A request-exclusion qualifier is an official submitting-agency causal claim, but this endpoint does not establish EPA concurrence.
Clark County Department of Environment and Sustainability, Division of Air Quality official
Clark County's later exceptional-event analysis documents a dust layer over the Las Vegas Valley on July 30, 2016, but the cited finding concerns PM10 and does not establish that dust caused the PM2.5 event.
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.
EPA AQS carries an agency-submitted request-exclusion qualifier (RJ, High Winds.) on 120 PM2.5 samples in the candidate CBSA on 2016-07-30, identifying windblown or transported dust as affecting the samples. A request-exclusion qualifier is an…
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
69.9 µg/m³ near Las Vegas
EPA monitors recorded the event across 1 metro.
The peak daily concentration is roughly 3.2 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 “Dust” explanation; it does
not assign the cause by itself.
Observed context · not attribution
Las Vegas-Henderson-Paradise, NV
Monitor comparison window 2016-07-27 to 2016-08-02 · PM2.5 target: Jean
6 pollutant signals
Fine-particle pulse54.8 µg/m³
441% above nearby days
Air movement5.85 kt
40% higher than surrounding days
PM10319 µg/m³
963% higher than surrounding days
Pollution fingerprint
Metro-wide median of reporting monitors
PM2.554.8 µg/m³
441% higher than surrounding days
Before10.1 µg/m³ Event54.8 µg/m³ After8.83 µg/m³
PM10319 µg/m³
963% higher than surrounding days
Before30 µg/m³ Event319 µg/m³ After28 µg/m³
Carbon monoxide0.108 ppm
About the same as surrounding days
Before0.246 ppm Event0.108 ppm After0.104 ppm
Nitrogen dioxide3.70 ppb
13% lower than surrounding days
Before15.2 ppb Event3.70 ppb After3.61 ppb
Sulfur dioxide0.329 ppb
17% lower than surrounding days
Before0.604 ppb Event0.329 ppb After0.341 ppb
Ozone0.051 ppm
About the same as surrounding days
Before0.053 ppm Event0.051 ppm After0.048 ppm
Atmospheric conditions
Nearby EPA weather observations
Humidity30 %
About the same as surrounding days
Pressure945 Millibars
About the same as surrounding days
Temperature94.5 °F
About the same as surrounding days
Wind5.85 kt
40% higher 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.
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.
U.S. EPA Air Quality System and the submitting air monitoring agency · Jul 30, 2016officialgovernment
EPA AQS carries an agency-submitted request-exclusion qualifier (RJ, High Winds.) on 120 PM2.5 samples in the candidate CBSA on 2016-07-30, identifying windblown or transported dust as affecting the samples. A request-exclusion qualifier is an official submitting-agency causal claim, but this endpoint does not establish EPA concurrence.
Clark County Department of Environment and Sustainability, Division of Air Qualityofficialgovernment
Clark County's later exceptional-event analysis documents a dust layer over the Las Vegas Valley on July 30, 2016, but the cited finding concerns PM10 and does not establish that dust caused the PM2.5 event.
What remains uncertain
AQS qualifiers are submitting-agency causal flags and do not by themselves establish EPA concurrence.
The evidence resolves the broad cause but does not require a named fire, facility, or incident.
Status and provenance
EPA monitor flagEPA attached an exceptional-event qualifier to the affected samples. The agency flagged the measurement itself; no separate agency record describes the event.
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.