2001-01-07 San Francisco-Oakland-Hayward, CA mixed-source pollution episode
January 7, 2001
Daily PM2.5 peaked at 107.5 µg/m³ near San Francisco across
1 covered metro home to 4.6 million people.
Counting the extra PM2.5 above each metro's typical day, this event handed the
average affected resident ≈ 4.4 cigarettes.
Across everyone living in the affected metros, that is the collective equivalent of
≈ 20 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 “Mixed causes”
A Bay Area Air Quality Management District staff report explicitly labels January 7, 2001 as a Top 20 Bay Area PM2.5 day caused by transport and local emissions. Exact-date EPA speciation independently shows that secondary inorganic aerosol dominated the reconstructed mass at the covered San Francisco monitor.
Officially verifiedA directly applicable government determination or qualified scientific attribution product identifies this cause.
Bay Area Air Quality Management District via California Air Resources Board · Nov 1, 2019official
Exact-peak-date CSN composition produced secondary-inorganic shares of reconstructed mass as follows: san_francisco 74.0%.
Inference, not direct attribution
Same-day particle composition: EPA speciation observations on the peak date show a majority secondary-inorganic aerosol signature. This supports a regional secondary-particle mechanism, not a single emitting source.
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.
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
107.5 µg/m³ near San Francisco
EPA monitors recorded the event across 1 metro.
The peak daily concentration is roughly 4.9 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 “Mixed causes” explanation; it does
not assign the cause by itself.
Observed context · not attribution
San Francisco-Oakland-Hayward, CA
Monitor comparison window 2001-01-04 to 2001-01-10 · PM2.5 target: Livermore
6 pollutant signals
Fine-particle pulse55.4 µg/m³
41% above nearby days
PM1078 µg/m³
No adjacent-day comparison
Pollution fingerprint
Metro-wide median of reporting monitors
PM2.555.4 µg/m³
41% higher than surrounding days
Before41.6 µg/m³ Event55.4 µg/m³ After7.85 µg/m³
PM1078 µg/m³
No adjacent-day comparison
Before— Event78 µg/m³ After—
Carbon monoxide1.36 ppm
About the same as surrounding days
Before1.65 ppm Event1.36 ppm After0.700 ppm
Nitrogen dioxide31.3 ppb
About the same as surrounding days
Before32.7 ppb Event31.3 ppb After20.6 ppb
Sulfur dioxide2.14 ppb
About the same as surrounding days
Before2.59 ppb Event2.14 ppb After1.50 ppb
Ozone0.007 ppm
About the same as surrounding days
Before0.006 ppm Event0.007 ppm After0.017 ppm
Atmospheric conditions
Nearby EPA weather observations
Humidity77 %
About the same as surrounding days
Temperature50.1 °F
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.
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.
4 retained sources
Official record
Regulation 5 and Rule 6-3 staff report: Top 20 Bay Area PM2.5 days
Bay Area Air Quality Management District via California Air Resources Board
The Air District's official Top 20 chart identifies the Bay Area PM2.5 peak on January 7, 2001 as caused by transport and local emissions.
What it supports
An official source supports the attributed cause for the stated place and dates.
Limit
The regional label establishes a mixed transported-and-local cause but does not identify individual sources or quantify their shares at the San Francisco monitor.
Official record
EPA AirData daily_SPEC 2001
U.S. EPA AirData / Chemical Speciation Network
Exact-peak-date CSN composition produced secondary-inorganic shares of reconstructed mass as follows: san_francisco 74.0%.
What it supports
This source supports a possible mechanism or occurrence; it does not establish the cause by itself.
Limit
Composition supports an aerosol mechanism, not an emitting source or named regional episode.
Measured data
Peak-date reconstructed aerosol composition
U.S. EPA Chemical Speciation Network
On the affected place peak date, reconstructed ammonium sulfate plus ammonium nitrate represented a majority of EPA reconstructed mass at every usable sampled site. san_francisco: median 74% (minimum 74% across 1 site).
What it supports
Measured composition consistent with secondary-inorganic-dominated PM2.5 at sampled monitors on the local peak date.
Limit
A component majority describes aerosol composition at sampled monitors; it does not identify an emitting source.
Transparent inference
Secondary-inorganic component majority
IAQng deterministic inference policy
Under csn_secondary_inorganic_majority_on_peak_date.v1, complete affected-place peak-date coverage with a secondary-inorganic majority creates a possible regional-secondary-PM hypothesis.
What it supports
A possible regional secondary PM hypothesis; this is a reproducible inference, not direct source attribution.
Limit
A component majority describes aerosol composition at sampled monitors; it does not identify an emitting source.
What remains uncertain
The CSN composition result supports the transported-secondary component but does not independently identify an emitting source.
The official assessment establishes a mixture of transported and local emissions but does not identify the individual emitting sources or quantify their shares.
Status and provenance
Officially verifiedA directly applicable government determination or qualified scientific attribution product identifies this cause.
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.