← Air events

Mixed causes Likely

2016-01-01 Phoenix-Mesa-Scottsdale, AZ and Tucson, AZ mixed-source pollution episode

January 1, 2016

Daily PM2.5 peaked at 152.1 µg/m³ near Phoenix across 2 covered metros home to 6.3 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 ≈ 5.4 cigarettes. Across everyone living in the affected metros, that is the collective equivalent of ≈ 34 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 “Mixed causes”

Independent exact-date reporting attributes the Phoenix and Tucson New Year's Day PM2.5 episodes to holiday fireworks and wood burning, with stagnant or inverted conditions allowing pollution to accumulate.

Likely Applicable reporting or a supported inference makes this the best current causal explanation.

KGUN 9 Tucson · Jan 1, 2016 corroborates

Air Quality monitors catch New Year's celebrations

Tucson-area monitors recorded elevated fine particles after New Year's celebrations, and the report says the increase was most likely caused by fireworks and wood burning.

FOX 10 Phoenix · Jan 1, 2016 corroborates

Valley haze: Air quality inspectors out on patrol

Maricopa County's air-quality spokesman attributed the New Year's Day haze to heavy wood burning, fireworks, weak winds, and an inversion that held pollution near the surface.

See every retained source and limitation ↓

Sequence: Phoenix (Jan 1) → Tucson (Jan 1)

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

    Mixed causes

    Tucson-area monitors recorded elevated fine particles after New Year's celebrations, and the report says the increase was most likely caused by fireworks and wood burning.

    View supporting source ↗
    Documented
  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

    152.1 µg/m³ near Phoenix

    Contemporaneous reporting says Arizona environmental officials expected elevated fine-particle pollution in Phoenix on January 1 and instituted a no-burn day; it does not provide a source attribution for this event.

    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 “Mixed causes” explanation; it does not assign the cause by itself.

Observed context · not attribution

Phoenix-Mesa-Scottsdale, AZ

Monitor comparison window 2015-12-29 to 2016-01-04 · PM2.5 target: WEST PHOENIX

6 pollutant signals
Fine-particle pulse 75.6 µg/m³

469% above nearby days

Air movement 1.34 kt

38% lower than surrounding days

PM10 45 µg/m³

64% higher than surrounding days

Pollution fingerprint

Metro-wide median of reporting monitors
PM2.5 75.6 µg/m³

469% higher than surrounding days

Before16.3 µg/m³ Event75.6 µg/m³ After5.95 µg/m³
11 monitors · 1 HOUR
PM10 45 µg/m³

64% higher than surrounding days

Before28 µg/m³ Event45 µg/m³ After15.5 µg/m³
31 monitors · 24-HR BLK AVG
Carbon monoxide 1.11 ppm

90% higher than surrounding days

Before0.626 ppm Event1.11 ppm After0.350 ppm
15 monitors · 1 HOUR
Nitrogen dioxide 24.7 ppb

About the same as surrounding days

Before27.6 ppb Event24.7 ppb After14.7 ppb
7 monitors · 1 HOUR
Sulfur dioxide 1.51 ppb

56% higher than surrounding days

Before1.13 ppb Event1.51 ppb After0.463 ppb
3 monitors · 1 HOUR
Ozone 0.026 ppm

6% higher than surrounding days

Before0.023 ppm Event0.026 ppm After0.028 ppm
30 monitors · 8-HR RUN AVG BEGIN HOUR

Atmospheric conditions

Nearby EPA weather observations
Humidity 46.9 %

About the same as surrounding days

Temperature 50.2 °F

About the same as surrounding days

Wind 1.34 kt

38% lower 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.

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
Phoenix-Mesa-Scottsdale, AZ 152.1 µg/m³ 6.9 Jan 1, 2016 #2 of its top days
Tucson, AZ 27.9 µg/m³ 1.3 Jan 1, 2016 #12 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.

3 retained sources

News report

Air Quality monitors catch New Year's celebrations

KGUN 9 Tucson

Tucson-area monitors recorded elevated fine particles after New Year's celebrations, and the report says the increase was most likely caused by fireworks and wood burning.

What it supports

A retained source supports the attributed cause for the stated place and dates.

Limit

The report identifies a mixed holiday-combustion cause rather than quantifying the separate contributions from fireworks and wood burning.

News report

Valley haze: Air quality inspectors out on patrol

FOX 10 Phoenix

Maricopa County's air-quality spokesman attributed the New Year's Day haze to heavy wood burning, fireworks, weak winds, and an inversion that held pollution near the surface.

What it supports

A retained source supports the attributed cause for the stated place and dates.

Limit

The report applies to metropolitan Phoenix and does not establish Tucson's cause.

Transparent inference

Holiday timing pattern

IAQng deterministic inference policy

The event peak falls on 2016-01-01 and the event lasts no more than two days. Under holiday_fireworks_possible.v1, that timing is consistent with a possible fireworks contribution.

What it supports

A possible fireworks contribution; this is a reproducible inference, not direct occurrence or causal evidence.

Limit

Pre-event and post-event temporal-shape data were not supplied.

What remains uncertain

Status and provenance

Likely Applicable reporting or a supported inference makes this the best current causal explanation.

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.