← Air events

Mixed causes Officially verified

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 verified A directly applicable government determination or qualified scientific attribution product identifies this cause.

U.S. EPA AirData / Chemical Speciation Network hypothesis

EPA AirData daily_SPEC 2001

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.

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

    Mixed causes

    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.

    View supporting source ↗
    Documented
  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

    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.

    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 “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 pulse 55.4 µg/m³

41% above nearby days

PM10 78 µg/m³

No adjacent-day comparison

Pollution fingerprint

Metro-wide median of reporting monitors
PM2.5 55.4 µg/m³

41% higher than surrounding days

Before41.6 µg/m³ Event55.4 µg/m³ After7.85 µg/m³
5 monitors · 24 HOUR
PM10 78 µg/m³

No adjacent-day comparison

Before Event78 µg/m³ After
9 monitors · 24 HOUR
Carbon monoxide 1.36 ppm

About the same as surrounding days

Before1.65 ppm Event1.36 ppm After0.700 ppm
11 monitors · 1 HOUR
Nitrogen dioxide 31.3 ppb

About the same as surrounding days

Before32.7 ppb Event31.3 ppb After20.6 ppb
9 monitors · 1 HOUR
Sulfur dioxide 2.14 ppb

About the same as surrounding days

Before2.59 ppb Event2.14 ppb After1.50 ppb
8 monitors · 1 HOUR
Ozone 0.007 ppm

About the same as surrounding days

Before0.006 ppm Event0.007 ppm After0.017 ppm
10 monitors · 8-HR RUN AVG BEGIN HOUR

Atmospheric conditions

Nearby EPA weather observations
Humidity 77 %

About the same as surrounding days

Temperature 50.1 °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.

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
San Francisco-Oakland-Hayward, CA 107.5 µg/m³ 4.9 Jan 7, 2001 #11 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.

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

Status and provenance

Officially verified A 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.