2003-03-12 Harrisburg-Carlisle, PA regional secondary-particle pollution episode
March 12, 2003
Daily PM2.5 peaked at 56.7 µg/m³ near Harrisburg across
1 covered metro home to 615,361 people.
Counting the extra PM2.5 above each metro's typical day, this event handed the
average affected resident ≈ 2.1 cigarettes.
Across everyone living in the affected metros, that is the collective equivalent of
≈ 1.3 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”
The exact event is a coherent, fine-particle-dominant multi-monitor spike under exceptionally stagnant and hazy conditions. Pennsylvania's same-place, same-year composition profile is dominated by sulfate, nitrate, and ammonium. Together these support a regional secondary-aerosol episode with accumulated urban combustion tracers, but no exact-day composition sample was available.
PossibleThis is a transparent hypothesis supported by limited evidence or an explicit inference, not a definitive attribution.
U.S. EPA Air Quality System; IAQng event-autopsy calculation v1 hypothesis
EPA observations show median PM2.5 of 51.85 µg/m³ across three monitors, versus 9.7 before and 18.95 after. PM10 reached 66 µg/m³, making the event strongly fine-particle dominant, while carbon monoxide and nitrogen dioxide each rose to nearly three times their preceding values and sulfur dioxide remained roughly flat.
NOAA/NWS surface observations via Iowa Environmental Mesonet · Mar 12, 2003hypothesis
The airport 3.3 km from the target PM2.5 monitor recorded calm wind during 17 hours, wind at or below 3 knots during 20 hours, haze during 7 hours, and visibility at or below 3 miles during 15 hours.
Inference, not direct attribution
multi_monitor_fingerprint_with_local_seasonal_profile_possible.v1: This inference is recorded in the catalog methodology.
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.
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
Harrisburg-Carlisle, PA
Monitor comparison window 2003-03-09 to 2003-03-15 · PM2.5 target: Harrisburg
5 pollutant signals
Fine-particle pulse51.9 µg/m³
174% above nearby days
PM1066 µg/m³
230% higher than surrounding days
Pollution fingerprint
Metro-wide median of reporting monitors
PM2.551.9 µg/m³
174% higher than surrounding days
Before9.70 µg/m³ Event51.9 µg/m³ After18.9 µg/m³
PM1066 µg/m³
230% higher than surrounding days
Before16 µg/m³ Event66 µg/m³ After20 µg/m³
Carbon monoxide1.14 ppm
56% higher than surrounding days
Before0.396 ppm Event1.14 ppm After0.733 ppm
Nitrogen dioxide29.3 ppb
85% higher than surrounding days
Before10.3 ppb Event29.3 ppb After15.8 ppb
Sulfur dioxide7.43 ppb
10% lower than surrounding days
Before8.54 ppb Event7.43 ppb After8.27 ppb
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 Harrisburg-Carlisle
Peak-date arrivals · 2003-03-12
Broad historyMostly west of the metro
72-hour reach900–3,700 km
Sensitivity runs12 modeled paths
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.
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.
3 retained sources
Official record
Pennsylvania Air Quality Monitoring Annual Report, 2003
Pennsylvania Department of Environmental Protection
Pennsylvania DEP's 2003 Harrisburg PM2.5 composition chart assigns 30% of annual mass to sulfate, 18% to nitrate, and 15% to ammonium, with another 23% organic carbon and 4% elemental carbon. The same-place, same-year profile is dominated by secondary inorganic aerosol.
What it supports
Context for the event; this item does not establish the attributed cause by itself.
Limit
The chart is an annual Harrisburg profile, not an exact-date source-apportionment sample.
Official record
Harrisburg surface observations reporting calm air and haze
NOAA/NWS surface observations via Iowa Environmental Mesonet
The airport 3.3 km from the target PM2.5 monitor recorded calm wind during 17 hours, wind at or below 3 knots during 20 hours, haze during 7 hours, and visibility at or below 3 miles during 15 hours.
What it supports
This source supports a possible mechanism or occurrence; it does not establish the cause by itself.
Limit
The airport and pollution monitors are nearby but not co-located.
Official record
Harrisburg pollution fingerprint, March 12, 2003
U.S. EPA Air Quality System; IAQng event-autopsy calculation v1
EPA observations show median PM2.5 of 51.85 µg/m³ across three monitors, versus 9.7 before and 18.95 after. PM10 reached 66 µg/m³, making the event strongly fine-particle dominant, while carbon monoxide and nitrogen dioxide each rose to nearly three times their preceding values and sulfur dioxide remained roughly flat.
What it supports
This source supports a possible mechanism or occurrence; it does not establish the cause by itself.
Limit
Pollutants were not necessarily measured at the same sites, and the fingerprint is descriptive rather than formal source apportionment.
What remains uncertain
Haze and poor dispersion establish accumulation conditions but not chemical source identity.
It supports a recurring local mechanism only and cannot prove the March 12 source by itself.
Pollutants were not necessarily measured at the same sites, and the fingerprint is descriptive rather than formal source apportionment.
The airport and pollution monitors are nearby but not co-located.
The chart is an annual Harrisburg profile, not an exact-date source-apportionment sample.
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.