1999-12-20 to 1999-12-25 Bakersfield, CA, Fresno, CA, and 2 other metros regional secondary-particle pollution episode
December 20, 1999 to December 25, 1999
Daily PM2.5 peaked at 134.1 µg/m³ near Bakersfield across
4 covered metros home to 5.4 million people.
1 metro placed a top-ten day in their record.
Counting the extra PM2.5 above each metro's typical day, this event handed the
average affected resident ≈ 9.5 cigarettes.
Across everyone living in the affected metros, that is the collective equivalent of
≈ 51 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 “Regional secondary PM”
Manual research connected 3 source events to one regional secondary-particle pollution episode using the deterministic grouping rule.
PossibleThis is a transparent hypothesis supported by limited evidence or an explicit inference, not a definitive attribution.
Journal of the Air & Waste Management Association corroborates
The CRPAQS study identifies a December 14, 1999-January 1, 2000 San Joaquin Valley episode dominated by ammonium nitrate under high pressure, stagnation, and a strong inversion.
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 CRPAQS study identifies a December 14, 1999-January 1, 2000 San Joaquin Valley episode dominated by ammonium nitrate under high pressure, stagnation, and a strong inversion.
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
134.1 µg/m³ near Bakersfield
EPA monitors recorded the event across 4 metros.
The peak daily concentration is roughly 6.1 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 “Regional secondary PM” explanation; it does
not assign the cause by itself.
Observed context · not attribution
Bakersfield, CA
Monitor comparison window 1999-12-22 to 1999-12-28 · PM2.5 target: Bakersfield-California
5 pollutant signals
Fine-particle pulse134 µg/m³
74% above nearby days
Air movement1.94 kt
17% lower than surrounding days
PM1087 µg/m³
30% higher than surrounding days
Pollution fingerprint
Metro-wide median of reporting monitors
PM2.5134 µg/m³
74% higher than surrounding days
Before73.1 µg/m³ Event134 µg/m³ After76 µg/m³
PM1087 µg/m³
30% higher than surrounding days
Before67 µg/m³ Event87 µg/m³ After60 µg/m³
Carbon monoxide2.30 ppm
23% higher than surrounding days
Before2.27 ppm Event2.30 ppm After1.70 ppm
Nitrogen dioxide27.1 ppb
About the same as surrounding days
Before28.8 ppb Event27.1 ppb After24.1 ppb
Ozone0.022 ppm
About the same as surrounding days
Before0.021 ppm Event0.022 ppm After0.023 ppm
Atmospheric conditions
Nearby EPA weather observations
Humidity67.9 %
14% higher than surrounding days
Pressure1010 Millibars
About the same as surrounding days
Temperature47.4 °F
5% lower than surrounding days
Wind1.94 kt
17% lower than surrounding days
San Jose-Sunnyvale-Santa Clara, CA
Monitor comparison window 1999-12-22 to 1999-12-28 · PM2.5 target: San Jose
5 pollutant signals
Fine-particle pulse66.2 µg/m³
18% above nearby days
Air movement3.23 kt
12% lower than surrounding days
PM1056 µg/m³
About the same as surrounding days
Pollution fingerprint
Metro-wide median of reporting monitors
PM2.566.2 µg/m³
18% higher than surrounding days
Before27.6 µg/m³ Event66.2 µg/m³ After56.9 µg/m³
PM1056 µg/m³
About the same as surrounding days
Before50 µg/m³ Event56 µg/m³ After55 µg/m³
Carbon monoxide2.45 ppm
10% lower than surrounding days
Before2.73 ppm Event2.45 ppm After3.57 ppm
Nitrogen dioxide42.8 ppb
9% lower than surrounding days
Before46.8 ppb Event42.8 ppb After53.1 ppb
Ozone0.025 ppm
13% higher than surrounding days
Before0.021 ppm Event0.025 ppm After0.022 ppm
Atmospheric conditions
Nearby EPA weather observations
Humidity47.3 %
About the same as surrounding days
Temperature47.9 °F
About the same as surrounding days
Wind3.23 kt
12% lower than surrounding days
Fresno, CA
Monitor comparison window 1999-12-19 to 1999-12-28 · PM2.5 target: 3425 N FIRST ST, FRESNO
4 pollutant signals
Fine-particle pulse132 µg/m³
25% above nearby days
Air movement1.36 kt
5% higher than surrounding days
Carbon monoxide1.66 ppm
About the same as surrounding days
Pollution fingerprint
Metro-wide median of reporting monitors
PM2.5132 µg/m³
25% higher than surrounding days
Before85.8 µg/m³ Event132 µg/m³ After103 µg/m³
Carbon monoxide1.66 ppm
About the same as surrounding days
Before1.68 ppm Event1.66 ppm After1.50 ppm
Nitrogen dioxide37.2 ppb
About the same as surrounding days
Before36.1 ppb Event37.2 ppb After36.9 ppb
Ozone0.016 ppm
About the same as surrounding days
Before0.013 ppm Event0.016 ppm After0.016 ppm
Atmospheric conditions
Nearby EPA weather observations
Humidity64.5 %
About the same as surrounding days
Pressure1013 Millibars
About the same as surrounding days
Temperature47.3 °F
About the same as surrounding days
Wind1.36 kt
5% higher than surrounding days
Stockton-Lodi, CA
Monitor comparison window 1999-12-19 to 1999-12-28 · PM2.5 target: Stockton-Hazelton
5 pollutant signals
Fine-particle pulse79 µg/m³
0% above nearby days
Air movement2.13 kt
8% lower than surrounding days
PM1053.5 µg/m³
7% higher than surrounding days
Pollution fingerprint
Metro-wide median of reporting monitors
PM2.579 µg/m³
About the same as surrounding days
Before101 µg/m³ Event79 µg/m³ After72 µg/m³
PM1053.5 µg/m³
7% higher than surrounding days
Before49 µg/m³ Event53.5 µg/m³ After49 µg/m³
Carbon monoxide2.43 ppm
39% higher than surrounding days
Before1.40 ppm Event2.43 ppm After1.78 ppm
Nitrogen dioxide34 ppb
10% higher than surrounding days
Before29.2 ppb Event34 ppb After31.8 ppb
Ozone0.007 ppm
17% lower than surrounding days
Before0.009 ppm Event0.007 ppm After0.007 ppm
Atmospheric conditions
Nearby EPA weather observations
Humidity70.6 %
About the same as surrounding days
Temperature45.9 °F
About the same as surrounding days
Wind2.13 kt
8% lower than surrounding days
Sacramento--Roseville--Arden-Arcade, CA
Monitor comparison window 1999-12-17 to 1999-12-23 · PM2.5 target: Sacramento-1309 T Street
6 pollutant signals
Fine-particle pulse79 µg/m³
30% above nearby days
Air movement2.54 kt
About the same as surrounding days
PM1035 µg/m³
About the same as surrounding days
Pollution fingerprint
Metro-wide median of reporting monitors
PM2.579 µg/m³
30% higher than surrounding days
Before58 µg/m³ Event79 µg/m³ After61 µg/m³
PM1035 µg/m³
About the same as surrounding days
Before36 µg/m³ Event35 µg/m³ After36.5 µg/m³
Carbon monoxide1.02 ppm
13% lower than surrounding days
Before1.27 ppm Event1.02 ppm After1.17 ppm
Nitrogen dioxide24.8 ppb
About the same as surrounding days
Before20 ppb Event24.8 ppb After26.4 ppb
Sulfur dioxide4.15 ppb
20% lower than surrounding days
Before5.16 ppb Event4.15 ppb After5.22 ppb
Ozone0.013 ppm
52% higher than surrounding days
Before0.006 ppm Event0.013 ppm After0.009 ppm
Atmospheric conditions
Nearby EPA weather observations
Humidity75.6 %
6% higher than surrounding days
Pressure1016 Millibars
About the same as surrounding days
Temperature50.1 °F
About the same as surrounding days
Wind2.54 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.
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.
5 retained sources
Official record
California Almanac of Emissions and Air Quality: San Jose winter PM source contributions
California Air Resources Board
CARB's San Jose winter peak profile identifies a mixed PM2.5 regime dominated by wood smoke and cooking, mobile and stationary combustion particles, and ammonium nitrate.
What it supports
This source supports a possible mechanism or occurrence; it does not establish the cause by itself.
Limit
The displayed PM2.5 profile is based on December 2000 through January 2001 samples rather than December 25, 1999.
Official record
San Jose hourly observations: persistent haze, calm winds, and high pressure
NOAA/NWS San Jose surface observations via Iowa Environmental Mesonet
San Jose airport observations on Christmas Day repeatedly reported haze, calm or very light winds, and sea-level pressure near 1024 to 1028 hPa, documenting a poor-dispersion setting throughout much of the event day.
What it supports
This source supports a possible mechanism or occurrence; it does not establish the cause by itself.
Limit
The airport observations establish haze and weak dispersion but do not identify the particle sources.
Scientific research
Comparison of Two Winter Air Quality Episodes during CRPAQS
Journal of the Air & Waste Management Association
The CRPAQS study identifies a December 14, 1999-January 1, 2000 San Joaquin Valley episode dominated by ammonium nitrate under high pressure, stagnation, and a strong inversion.
What it supports
A retained source supports the attributed cause for the stated place and dates.
Scientific research
Comparison of Two Winter Air Quality Episodes during CRPAQS
Journal of the Air & Waste Management Association
The CRPAQS study identifies a December 14, 1999-January 1, 2000 San Joaquin Valley episode dominated by ammonium nitrate under high pressure, stagnation, and a strong inversion.
What it supports
A retained source supports the attributed cause for the stated place and dates.
Scientific research
Comparison of Two Winter Air Quality Episodes during CRPAQS
Journal of the Air & Waste Management Association
The CRPAQS study identifies a December 14, 1999-January 1, 2000 San Joaquin Valley PM2.5 episode dominated by ammonium nitrate under high pressure, stagnation, and a strong inversion.
What it supports
A retained source supports the attributed cause for the stated place and dates.
What remains uncertain
The CRPAQS study supports Bakersfield and the San Joaquin Valley; it does not establish the same cause for San Jose.
The San Jose source profile is a recurring local winter pattern rather than an exact-day chemical sample.
The retained evidence is scoped to the places and dates stated; it is not a catalog promotion.
Status and provenance
PossibleThis 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.