October 4, 2020 to October 5, 2020 · Origin: Fresno, CA
Daily PM2.5 peaked at 131.6 µg/m³ near Fresno across
1 covered metro home to 1.2 million people.
Counting the extra PM2.5 above each metro's typical day, this event handed the
average affected resident ≈ 10.1 cigarettes.
Across everyone living in the affected metros, that is the collective equivalent of
≈ 12 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”
Supplied qualified evidence supports wildfire-smoke as the root cause. The grouping includes only events linked by explicit shared episode evidence; otherwise this remains a single-event 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 · Oct 4, 2020official
EPA AQS carries an agency-submitted request-exclusion qualifier (RT, Wildfire-U. S.) on 24 PM2.5 samples in the candidate CBSA on 2020-10-04, identifying wildfire smoke as affecting the samples. A request-exclusion qualifier is an official submitting-agency causal claim, but this endpoint does not establish EPA concurrence.
U.S. EPA Air Quality System and the submitting air monitoring agency · Oct 5, 2020official
EPA AQS carries an agency-submitted request-exclusion qualifier (RT, Wildfire-U. S.) on 24 PM2.5 samples in the candidate CBSA on 2020-10-05, identifying wildfire smoke as affecting the samples. A request-exclusion qualifier is an official submitting-agency causal claim, but this endpoint does not establish EPA concurrence.
U.S. EPA Air Quality System and the submitting air monitoring agency · Oct 4, 2020official
EPA AQS carries an agency-submitted informational qualifier (IT, Wildfire-U. S.) on 121 PM2.5 samples in the candidate CBSA on 2020-10-04, identifying wildfire smoke as affecting the samples. An informational qualifier is an official submitting-agency flag, not a request for exclusion or an EPA-concurred determination.
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 (RT, Wildfire-U. S.) on 24 PM2.5 samples in the candidate CBSA on 2020-10-04, identifying wildfire smoke as affecting the samples. A request-exclusion qualifier is an official…
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
Fresno, CA
Monitor comparison window 2020-10-01 to 2020-10-08 · PM2.5 target: Table Mountain Air Monitoring Site
6 pollutant signals
Fine-particle pulse61.1 µg/m³
11% above nearby days
Air movement1.86 kt
About the same as surrounding days
PM10123 µg/m³
About the same as surrounding days
Pollution fingerprint
Metro-wide median of reporting monitors
PM2.561.1 µg/m³
11% higher than surrounding days
Before75.9 µg/m³ Event61.1 µg/m³ After40.6 µg/m³
PM10123 µg/m³
About the same as surrounding days
Before170 µg/m³ Event123 µg/m³ After130 µg/m³
Carbon monoxide0.844 ppm
About the same as surrounding days
Before0.831 ppm Event0.844 ppm After0.553 ppm
Nitrogen dioxide15.1 ppb
6% higher than surrounding days
Before15 ppb Event15.1 ppb After13.2 ppb
Sulfur dioxide0.717 ppb
11% lower than surrounding days
Before1.07 ppb Event0.717 ppb After0.787 ppb
Ozone0.041 ppm
About the same as surrounding days
Before0.048 ppm Event0.041 ppm After0.032 ppm
Atmospheric conditions
Nearby EPA weather observations
Humidity47.2 %
About the same as surrounding days
Pressure1004 Millibars
About the same as surrounding days
Temperature77.1 °F
About the same as surrounding days
Wind1.86 kt
About the same as 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.
Air-mass reconstruction
Where the air had been
NOAA HYSPLIT traces the air arriving at each metro backward for 72 hours. Multiple
arrival times and heights show whether the broad path is stable—or sensitive to
assumptions about when and where the polluted layer arrived.
Transport context · not source attribution
Air arriving near Fresno
Peak-date arrivals · 2020-10-05
Broad historyMostly north of the metro
72-hour reach250–500 km
Sensitivity runs12 modeled paths
Near surface · 100 mLower atmosphere · 500 mHigher layer · 1,000 m
Each line begins 72 hours before arrival and points toward the metro. Color represents
arrival height; repeated lines represent 00, 06, 12, and 18 UTC arrival assumptions.
A path can show where the air traveled, but it cannot prove which source added the PM2.5.
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 · Oct 4, 2020officialgovernment
EPA AQS carries an agency-submitted request-exclusion qualifier (RT, Wildfire-U. S.) on 24 PM2.5 samples in the candidate CBSA on 2020-10-04, identifying wildfire smoke as affecting the samples. A request-exclusion qualifier is an official submitting-agency causal claim, but this endpoint does not establish EPA concurrence.
U.S. EPA Air Quality System and the submitting air monitoring agency · Oct 5, 2020officialgovernment
EPA AQS carries an agency-submitted request-exclusion qualifier (RT, Wildfire-U. S.) on 24 PM2.5 samples in the candidate CBSA on 2020-10-05, identifying wildfire smoke as affecting the samples. A request-exclusion qualifier is an official submitting-agency causal claim, but this endpoint does not establish EPA concurrence.
U.S. EPA Air Quality System and the submitting air monitoring agency · Oct 4, 2020officialgovernment
EPA AQS carries an agency-submitted informational qualifier (IT, Wildfire-U. S.) on 121 PM2.5 samples in the candidate CBSA on 2020-10-04, identifying wildfire smoke as affecting the samples. An informational qualifier is an official submitting-agency flag, not a request for exclusion or an EPA-concurred determination.
U.S. EPA Air Quality System and the submitting air monitoring agency · Oct 5, 2020officialgovernment
EPA AQS carries an agency-submitted informational qualifier (IT, Wildfire-U. S.) on 119 PM2.5 samples in the candidate CBSA on 2020-10-05, identifying wildfire smoke as affecting the samples. An informational qualifier is an official submitting-agency flag, not a request for exclusion or an EPA-concurred determination.
San Joaquin Valley Air Pollution Control District · May 17, 2021officialgovernment
District report identifies October 2020 PM2.5 spikes in South Central Fresno as wildfire-smoke impacts; it does not isolate the October 5 daily value.
What remains uncertain
An AQS informational qualifier is an official submitting-agency flag, not an EPA-concurred exclusion determination.
The supplied evidence resolves cause but does not establish identity with another candidate episode.
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.