Wildfire smoke Corroborated
Daily PM2.5 peaked at 79.6 µg/m³ near Tulsa across 1 covered metro home to 1.1 million people. 1 metro recorded their worst day on record.
Counting the extra PM2.5 above each metro's typical day, this event handed the average affected resident ≈ 4.4 cigarettes. Across everyone living in the affected metros, that is the collective equivalent of ≈ 4.6 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
Supplied qualified evidence supports wildfire-smoke as the root cause. The grouping includes only events linked by explicit shared episode evidence; otherwise this remains a single-event episode.
Corroborated Independent reporting agrees on the cause, with no agency determination, monitor flag, or published assessment behind it.
News On 6 · Mar 9, 2021 corroborates
The opened report attributes Tulsa and Okmulgee counties' unhealthy March 8 air to smoke from fires, citing the Oklahoma Department of Environmental Quality and its health advisory. It corroborates fire smoke but does not distinguish wildfire from prescribed burning or quantify smoke-attributable PM2.5.
khits.com corroborates
thebulltulsa.com corroborates
Evidence path
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.
Source or mechanism
The opened report attributes Tulsa and Okmulgee counties' unhealthy March 8 air to smoke from fires, citing the Oklahoma Department of Environmental Quality and its health advisory. It corroborates fire smoke but does not distinguish wildfire from…
View supporting source ↗Air-mass movement
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.
Local response
EPA monitors recorded the event across 1 metro. The peak daily concentration is roughly 3.6 cigarette-equivalents at the outdoor daily rate.
Inspect the pollutant and weather signals ↓Event autopsy
Before, during, and after the episode: nearby pollutant monitors and surface-weather stations show what changed. This context tests the “Wildfire smoke” explanation; it does not assign the cause by itself.
Tulsa, OK
Monitor comparison window 2021-03-05 to 2021-03-12 · PM2.5 target: Glenpool
166% above nearby days
70% higher than surrounding days
83% higher than surrounding days
166% higher than surrounding days
83% higher than surrounding days
11% higher than surrounding days
9% lower than surrounding days
Adjacent observations available
33% higher than surrounding days
23% lower than surrounding days
8% higher than surrounding days
70% 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.
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.
| Metro | Peak PM2.5 | Cigarettes, whole event | Peak day | All-time standing |
|---|---|---|---|---|
| Tulsa, OK | 79.6 µg/m³ | 5.3 | Mar 8, 2021 | Worst day on record |
"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
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.
Northeastern Oklahoma Air Quality Affected By Smoke From Fires
The opened report attributes Tulsa and Okmulgee counties' unhealthy March 8 air to smoke from fires, citing the Oklahoma Department of Environmental Quality and its health advisory. It corroborates fire smoke but does not distinguish wildfire from prescribed burning or quantify smoke-attributable PM2.5.
Corroborated Independent reporting agrees on the cause, with no agency determination, monitor flag, or published assessment behind it.
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.