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Stagnant pollution mixture Possible

2015-01-10 Bakersfield, CA stagnant mixed-pollution episode

January 10, 2015

Daily PM2.5 peaked at 107.8 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 ≈ 4.0 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”

The National Weather Service's January 2015 record describes persistent stagnant air degrading San Joaquin Valley air quality and a weak disturbance reaching Kern County on January 10. A California Air Resources Board study of the month reports nitrate accumulation in Bakersfield. Together they support a possible stagnant anthropogenic mixture, but neither source apportions the exact January 10 monitor value.

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

Inference, not direct attribution

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

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

    Pattern-based explanation

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

    Inferred
  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

    107.8 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 2015-01-07 to 2015-01-13 · PM2.5 target: Bakersfield-California

5 pollutant signals
Fine-particle pulse 108 µg/m³

27% above nearby days

Air movement 2.02 kt

About the same as surrounding days

PM10 6 µg/m³

About the same as surrounding days

Pollution fingerprint

Metro-wide median of reporting monitors
PM2.5 108 µg/m³

27% higher than surrounding days

Before87 µg/m³ Event108 µg/m³ After41.2 µg/m³
4 monitors · 24 HOUR
PM10 6 µg/m³

About the same as surrounding days

Before9 µg/m³ Event6 µg/m³ After5 µg/m³
1 monitor · 24-HR BLK AVG
Carbon monoxide 0.369 ppm

About the same as surrounding days

Before0.454 ppm Event0.369 ppm After0.322 ppm
2 monitors · 1 HOUR
Nitrogen dioxide 17.9 ppb

About the same as surrounding days

Before23.4 ppb Event17.9 ppb After13.4 ppb
4 monitors · 1 HOUR
Ozone 0.018 ppm

About the same as surrounding days

Before0.022 ppm Event0.018 ppm After0.016 ppm
8 monitors · 8-HR RUN AVG BEGIN HOUR

Atmospheric conditions

Nearby EPA weather observations
Humidity 87.3 %

About the same as surrounding days

Pressure 992 Millibars

About the same as surrounding days

Temperature 55.1 °F

About the same as surrounding days

Wind 2.02 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.

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 107.8 µg/m³ 4.9 Jan 10, 2015 #16 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.

2 retained sources

Official record

Air quality and meteorological analysis for January 2015

California Air Resources Board

CARB's month-scale analysis reports that particulate nitrate accumulated in Bakersfield during January 2015 even though the month lacked a single consistent valley-wide stagnation episode.

What it supports

Context for the event; this item does not establish the attributed cause by itself.

Limit

The analysis is month-scale and does not attribute the January 10 daily peak.

Official record

Storm Data and Unusual Weather Phenomena — January 2015

National Weather Service Hanford

NWS documented persistent stagnant air and degraded San Joaquin Valley air quality during January 2015 and a weak disturbance bringing only light precipitation to Kern County on January 10.

What it supports

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

Limit

The report documents meteorology and regional air-quality context, not exact-day source apportionment.

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.