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Stagnant pollution mixture Possible

2000-11-21 Bakersfield, CA stagnant mixed-pollution episode

November 21, 2000

Daily PM2.5 peaked at 107.1 µg/m³ near Bakersfield across 1 covered metro home to 922,529 people.

Counting the extra PM2.5 above each metro's typical day, this event handed the average affected resident ≈ 4.3 cigarettes. Across everyone living in the affected metros, that is the collective equivalent of ≈ 3.9 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 “Stagnant pollution mixture”

California's PM2.5 plan places the Bakersfield observation inside the measured November 2000-February 2001 episode and describes that winter as persistent high pressure with light-to-calm winds and stable, stagnant conditions. CRPAQS winter source apportionment identifies ammonium nitrate and biomass burning as the largest components of the accumulated mixture. This supports a possible mixed stagnation mechanism, not an exact-day allocation to one emitter.

Possible This is a transparent hypothesis supported by limited evidence or an explicit inference, not a definitive attribution.

California Air Resources Board · Dec 20, 2012 hypothesis

2012 PM2.5 Plan Appendix B: Scientific Foundation

CARB's plan plots Bakersfield PM2.5 through the November 2000-February 2001 episode and says that winter was characterized by persistent high pressure, light-to-calm winds, low mixing, and stable stagnation. Its CRPAQS summary reports ammonium nitrate and biomass burning as the largest winter mixture components.

Inference, not direct attribution

documented_same_season_particle_episode_mixed_accumulation_possible.v1: This inference is recorded in the catalog methodology.

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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

    Pattern-based explanation

    documented_same_season_particle_episode_mixed_accumulation_possible.v1. This inference is recorded in the catalog methodology.

    Inferred
  2. 2

    Air-mass movement

    The 72-hour air-mass history is reconstructed

    NOAA HYSPLIT modeled 12 backward paths across multiple arrival times and heights. They show where the air traveled, not which source polluted it.

    Explore the modeled paths ↓
    Modeled
  3. 3

    Local response

    107.1 µg/m³ near Bakersfield

    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 “Stagnant pollution mixture” explanation; it does not assign the cause by itself.

Observed context · not attribution

Bakersfield, CA

Monitor comparison window 2000-11-18 to 2000-11-24 · PM2.5 target: Bakersfield-California

6 pollutant signals
Fine-particle pulse 107 µg/m³

62% above nearby days

Air movement 2.46 kt

12% higher than surrounding days

PM10 94 µg/m³

74% higher than surrounding days

Pollution fingerprint

Metro-wide median of reporting monitors
PM2.5 107 µg/m³

62% higher than surrounding days

Before67.2 µg/m³ Event107 µg/m³ After52.9 µg/m³
3 monitors · 24 HOUR
PM10 94 µg/m³

74% higher than surrounding days

Before56 µg/m³ Event94 µg/m³ After37 µg/m³
1 monitor · 24-HR BLK AVG
Carbon monoxide 1.53 ppm

About the same as surrounding days

Before1.53 ppm Event1.53 ppm After1.09 ppm
2 monitors · 1 HOUR
Nitrogen dioxide 36 ppb

55% higher than surrounding days

Before24.3 ppb Event36 ppb After17.9 ppb
7 monitors · 1 HOUR
Sulfur dioxide 3.61 ppb

About the same as surrounding days

Before3.73 ppb Event3.61 ppb After3.09 ppb
1 monitor · 1 HOUR
Ozone 0.020 ppm

10% lower than surrounding days

Before0.022 ppm Event0.020 ppm After0.022 ppm
8 monitors · 8-HR RUN AVG BEGIN HOUR

Atmospheric conditions

Nearby EPA weather observations
Humidity 61.6 %

About the same as surrounding days

Pressure 1001 Millibars

About the same as surrounding days

Temperature 49.4 °F

About the same as surrounding days

Wind 2.46 kt

12% 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.

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 Bakersfield

Peak-date arrivals · 2000-11-21

Broad history Mostly northeast of the metro
72-hour reach 400–1,500 km
Sensitivity runs 12 modeled paths
Arrival metro
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.

Affected metros

MetroPeak PM2.5Cigarettes, whole eventPeak dayAll-time standing
Bakersfield, CA 107.1 µg/m³ 4.9 Nov 21, 2000 #18 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.

1 retained source

Official record

2012 PM2.5 Plan Appendix B: Scientific Foundation

California Air Resources Board

CARB's plan plots Bakersfield PM2.5 through the November 2000-February 2001 episode and says that winter was characterized by persistent high pressure, light-to-calm winds, low mixing, and stable stagnation. Its CRPAQS summary reports ammonium nitrate and biomass burning as the largest winter mixture components.

What it supports

This source supports a possible mechanism or occurrence; it does not establish the cause by itself.

Limit

The meteorological conclusion applies to the measured winter episode, while the source-apportionment percentages are multi-site or intensive-period averages rather than an exact November 21 allocation.

What remains uncertain

Status and provenance

Possible This 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.