2001-07-18 to 2001-07-19 Akron, OH regional secondary-particle pollution episode
July 18, 2001 to July 19, 2001
Daily PM2.5 peaked at 57.4 µg/m³ near Akron across
1 covered metro home to 702,209 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 ≈ 3.7 cigarettes.
Across everyone living in the affected metros, that is the collective equivalent of
≈ 2.6 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”
Akron recorded a coherent three-monitor PM2.5 episode with 40 haze hours and weak surface flow. An exact-date regional assessment identifies July 18 as a high-PM2.5 Pittsburgh Air Quality Study day, and the peer-reviewed July 2001 source-apportionment study found that most secondary material was transported ammonium sulfate arriving from the west and southwest. The transfer to Akron is therefore only possible, not a metro-specific source allocation.
PossibleThis is a transparent hypothesis supported by limited evidence or an explicit inference, not a definitive attribution.
Cabada et al., Journal of the Air & Waste Management Association · Oct 1, 2007corroborates
The peer-reviewed July 2001 analysis attributed 49% of fine-particle mass to transported secondary material dominated by ammonium sulfate from the west and southwest, plus another 24% to secondary aerosol formed through midday photochemistry.
Mid-Atlantic Regional Air Management Association corroborates
The regional guide uses July 18, 2001 as a high-PM2.5 Pittsburgh Air Quality Study day and explains that stagnant warm high-pressure periods produced the highest concentrations, while sulfate, nitrate, and organic carbon patterns indicated strong regional transport and meteorological control.
National Weather Service surface observations via Iowa Environmental Mesonet · Jul 18, 2001hypothesis
Akron recorded calm conditions during 46% of event hours and wind at or below three knots during 60%. Observations included 40 haze hours, minimum visibility 0.75 miles.
Inference, not direct attribution
exact_window_regional_study_overlap_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.
The peer-reviewed July 2001 analysis attributed 49% of fine-particle mass to transported secondary material dominated by ammonium sulfate from the west and southwest, plus another 24% to secondary aerosol formed through midday photochemistry.
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
57.4 µg/m³ near Akron
EPA monitors recorded the event across 1 metro.
The peak daily concentration is roughly 2.6 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
Akron, OH
Monitor comparison window 2001-07-15 to 2001-07-22 · PM2.5 target: East HS
5 pollutant signals
Fine-particle pulse50.8 µg/m³
47% above nearby days
Air movement3 kt median wind
22 calm hours observed
What observers saw0.75 mi minimum visibility
Haze reported during 40 hours
Pollution fingerprint
Metro-wide median of reporting monitors
PM2.550.8 µg/m³
47% higher than surrounding days
Before17.9 µg/m³ Event50.8 µg/m³ After34.6 µg/m³
PM1056.8 µg/m³
33% higher than surrounding days
Before30 µg/m³ Event56.8 µg/m³ After39.5 µg/m³
Carbon monoxide0.790 ppm
About the same as surrounding days
Before0.811 ppm Event0.790 ppm After0.435 ppm
Sulfur dioxide7.64 ppb
10% lower than surrounding days
Before9.24 ppb Event7.64 ppb After10 ppb
Ozone0.065 ppm
13% higher than surrounding days
Before0.050 ppm Event0.065 ppm After0.058 ppm
Atmospheric conditions
Akron, 2.9 km from the PM2.5 target
Wind3 kt median
6 kt maximum · 22 of 48 observed hours calm
Visibility0.75 mi minimum
22 observed hours at or below 3 miles
Temperature75°F median
66°F to 85°F
Humidity52% median
82% maximum
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
Guide to Mid-Atlantic Regional Air Quality
Mid-Atlantic Regional Air Management Association
The regional guide identifies July 18, 2001 as a high-PM2.5 field-study day in Pittsburgh and explains that sulfate and organic aerosol there have large regional contributions. Northeast Ohio's official trend report separately lists ozone exceedances on July 18 and 19.
What it supports
This source supports a possible mechanism or occurrence; it does not establish the cause by itself.
Limit
Pittsburgh and Northeast Ohio context supports a regional pollution episode but does not chemically apportion Akron's PM2.5.
Official record
Akron, OH surface conditions, 2001-07-18 to 2001-07-19
National Weather Service surface observations via Iowa Environmental Mesonet
Akron recorded calm conditions during 46% of event hours and wind at or below three knots during 60%. Observations included 40 haze hours, minimum visibility 0.75 miles.
What it supports
This source supports a possible mechanism or occurrence; it does not establish the cause by itself.
Limit
A single surface station documents weak ventilation and obscuration but not the full vertical profile or particle source mix.
Official record
Guide to Mid-Atlantic Regional Air Quality: July 18, 2001 high-PM2.5 case
Mid-Atlantic Regional Air Management Association
The regional guide uses July 18, 2001 as a high-PM2.5 Pittsburgh Air Quality Study day and explains that stagnant warm high-pressure periods produced the highest concentrations, while sulfate, nitrate, and organic carbon patterns indicated strong regional transport and meteorological control.
What it supports
A retained source supports the attributed cause for the stated place and dates.
Limit
The documented site is Pittsburgh, not Akron; the evidence is transferred only as a possible regional mechanism across a same-window northeastern Ohio/western Pennsylvania episode.
Official record
Akron, OH joint pollution fingerprint, 2001-07-18 to 2001-07-19
U.S. EPA AirData
EPA records show median daily PM2.5 of 50.75 micrograms per cubic meter across 3 monitors, 1.933 times the adjacent-window level. Co-pollutants at least 10% above the adjacent-window comparison were pm10 (1.633x), carbon monoxide (1.269x). Other measured comparisons were sulfur dioxide (0.793x).
What it supports
This source supports a possible mechanism or occurrence; it does not establish the cause by itself.
Limit
The broad multi-pollutant response does not apportion traffic, heating, industry, wood combustion, or secondary aerosol.
Scientific research
Apportionment of ambient primary and secondary fine particulate matter during the 2001 Pittsburgh summer intensive
Cabada et al., Journal of the Air & Waste Management Association
The peer-reviewed July 2001 analysis attributed 49% of fine-particle mass to transported secondary material dominated by ammonium sulfate from the west and southwest, plus another 24% to secondary aerosol formed through midday photochemistry.
What it supports
A retained source supports the attributed cause for the stated place and dates.
Limit
The study apportions the Pittsburgh intensive, not the Akron monitors; it supports a regional-secondary interpretation but cannot quantify Akron's event-specific fractions.
What remains uncertain
A single surface station documents weak ventilation and obscuration but not the full vertical profile or particle source mix.
Pittsburgh and Northeast Ohio context supports a regional pollution episode but does not chemically apportion Akron's PM2.5.
The broad multi-pollutant response does not apportion traffic, heating, industry, wood combustion, or secondary aerosol.
The documented site is Pittsburgh, not Akron; the evidence is transferred only as a possible regional mechanism across a same-window northeastern Ohio/western Pennsylvania episode.
The result is capped at possible because no official source apportions the event's local PM2.5 mass.
The same pattern also occurred in benchmark temperature-inversion and regional-secondary-PM episodes.
The strict joint-fingerprint rule achieved 22.2% precision for stagnant mixed pollution on the 56-case labeled benchmark.
The study apportions the Pittsburgh intensive, not the Akron monitors; it supports a regional-secondary interpretation but cannot quantify Akron's event-specific fractions.
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.