Air Quality on Bonfire Night 2023

Automatic Urban and Rural Network Report


Authors

Jack Davison

Approved by

Paul Willis

Compilation Date

November 21, 2023

Copyright

Ricardo


Contact

Jack Davison at jack.davison@ricardo.com.

Using this document

This is an interactive document produced using Quarto, an open-source scientific publishing system. As well as providing a traditional report narrative, many of the elements within this document can be interacted with in a similar way to a data dashboard. For example, plots can show tooltips and maps can be zoomed and panned around. More specific instruction can be found near interactive elements by hovering over tooltips like the one in this box below.

Tooltip

1 Introduction

1.1 Purpose

Every year on the 5th of November, Britons celebrate Guy Fawkes Night, or “Bonfire Night”, by lighting bonfires and setting off fireworks. While these activities are entertaining ways to spend a winter evening, they are known to emit both gaseous pollutants (NOx) and particulate matter (PM10, PM2.5). The composition of these particulates includes the toxic metals used to give fireworks their colour, the inhalation of which have harmful impacts on human health.

In 2023, Bonfire Night fell on a Sunday. The UK had only recently experienced the effects of Storm Ciarán, which brought yellow weather mornings to much of the South of England. Many regions across the UK experienced wet and stormy weather, leading to firework displays being postponed or cancelled. In other instances, atmospheric conditions prohibited smoke from dissipating, with the display at Birmingham’s Edgbaston Stadium in particular making national news (Flash and Reide 2023).

Flash, Oprah, and Kevin Reide. 2023. “Refund Calls as Smoke ‘Blocks’ Edgbaston Fireworks Display.” BBC News. BBC. https://www.bbc.co.uk/news/uk-england-birmingham-67326273.

This report examines the impacts of the 2023 Bonfire Night on air quality in the UK through analysis of the Automatic Urban and Rural Monitoring network (AURN). Both the daily air quality index (DAQI) and hourly measured concentrations are considered in this analysis.

Figure 1: Firework explosions are spectacular, but emit tiny, toxic metal particulates which are damaging to human health.

Photo by Elisha Terada on Unsplash.

1.2 Data

This report considers data from 172 sites in the AURN. Of these sites, 71 are Urban Traffic, 68 are Urban Background, 21 are Rural Background, and 13 are other site types (e.g., suburban, industrial, etc.).

Figure 2 shows a map of all the AURN sites in 2023 which measure at least one of nitrogen dioxide (NO2), ozone (O3), or particulate matter (PM10 / PM2.5). Links to each of their respective UK-AIR site information pages are included in each marker popup. Markers are coloured by site type; green for Rural Background, blue for Urban Background, red for Urban Traffic, and gray for any other site types.

Interactive Maps

Figure 2: A map showing all sites in the AURN in 2023 which measure at least one of NO2, O3, PM2.5 or PM10. Different pollutants can be toggled using the layers control menu at the top right.

2 Daily Air Quality Index (DAQI)

2.1 What is the DAQI?

The Daily Air Quality Index (DAQI) tells you about levels of air pollution and provides recommended actions and health advice. The index is numbered 1-10, low (1) to very high (10), and divided into four bands to provide detail about air pollution levels in a simple way, similar to the sun index or pollen index (“What Is the Daily Air Quality Index?” 2023).

“What Is the Daily Air Quality Index?” 2023. Defra. https://uk-air.defra.gov.uk/air-pollution/daqi.

Tabsets

Table 1:

Defra DAQI boundaries for particulate matter. Boundaries are based on daily mean concentrations for NO2 and PM, and 8-hour mean concentrations for O3.

Band DAQI O3 NO2 PM2.5 PM10 SO2
Low 1

0 – 33

0 – 67

0 – 11

0 – 16

0 – 88

2

34 – 66

68 – 134

12 – 23

17 – 33

89 – 177

3

67 – 100

135 – 200

24 – 35

34 – 50

178 – 266

Moderate 4

101 – 120

201 – 267

36 – 41

51 – 58

267 – 354

5

121 – 140

268 – 334

42 – 47

59 – 66

355 – 443

6

141 – 160

335 – 400

48 – 53

67 – 75

444 – 532

High 7

161 – 187

401 – 467

54 – 58

76 – 83

533 – 710

8

188 – 213

468 – 534

59 – 64

84 – 91

711 – 887

9

214 – 240

535 – 600

65 – 70

92 – 100

888 – 1064

Very High 10

241+

601+

71+

101+

1065+

Table 2:

Suggested actions and health advice at different DAQI boundaries.

AP Band Accompanying Health Messages
at-risk individuals the general population
Low (1-3) Enjoy your usual outdoor activities. Enjoy your usual outdoor activities.
Moderate (4-6) Adults and children with lung problems, and adults with heart problems, who experience symptoms, should consider reducing strenuous physical activity, particularly outdoors. Enjoy your usual outdoor activities.
High (7-9) Adults and children with lung problems, and adults with heart problems, should reduce strenuous physical exertion, particularly outdoors, and particularly if they experience symptoms. People with asthma may find they need to use their reliever inhaler more often. Older people should also reduce physical exertion. Anyone experiencing discomfort such as sore eyes, cough or sore throat should consider reducing activity, particularly outdoors.
Very High (10) Adults and children with lung problems, adults with heart problems, and older people, should avoid strenuous physical activity. People with asthma may find they need to use their reliever inhaler more often. Reduce physical exertion, particularly outdoors, especially if you experience symptoms such as cough or sore throat.

2.2 DAQI Statistics

During the period of 2023-10-30 to 2023-11-06, each site in the AURN reached different maximum Daily Air Quality Indices. Table 3 summarises the number of sites which peaked at each index for each DAQI pollutant. It is clear that, despite the fact that bonfires and fireworks are known sources of NOx and PM, the daily air quality index does not increase over Bonfire Night; the DAQI remains in the “low” (1-3) band throughout.

Table 3:

The number of sites peaking at each DAQI index, 2023-10-30 to 2023-11-06. Each column adds to the total number of sites measuring each pollutant.

DAQI NO2 O3 PM10 PM2.5 SO2
1 120 64 72 27
2 34 38 47 27 1
3 51 1 3
4
5
6
7
8
9
10

This lack of response by the DAQI may reflect that it is too coarse a tool to examine Bonfire Night this year. Measured concentrations will be explored more in Section 3 to determine the likely cause of this. It should be noted, however, that the DAQI has responded to Bonfire Night historically; Figure 3 shows the DAQI reaching the “high” (6-9) and even “very high” (10) bands for PM in 2018 and 2020.

Figure 3: Distributions of the DAQI for historic Bonfire Nights, from 2018 to 2023. The size of each marker represents the number of sites at that index.

3 Measured Conditions

3.1 Time Plots

Figure 4 through Figure 8 show some key distributions of the five pollutants included in the daily air quality index. There are clear peaks on the evenings of the 4th and 5th for both sizes of particulate matter. The other pollutants do not show interesting features around Bonfire Night.

Tabsets

Interactive Plots

Figure 4: A summary of PM10 concentrations over the Bonfire Night period.

Interactive Plots

Figure 5: A summary of PM2.5 concentrations over the Bonfire Night period.

Interactive Plots

Figure 6: A summary of NO2 concentrations over the Bonfire Night period.

Interactive Plots

Figure 7: A summary of O3 concentrations over the Bonfire Night period.

Interactive Plots

Figure 8: A summary of SO2 concentrations over the Bonfire Night period.

3.2 Historical Comparisons

The reason behind the low daily air quality index this Bonfire Night can best be illustrated by comparing it to previous Bonfire Nights which did see an elevated DAQI. Figure 9 shows the median and interquartile range (25th - 75th percentile) of particulate emissions around Bonfire Night in 2023, 2020 and 2018.

Comparing these trends shows some clear differences:

  • The overall concentrations of PM are lower in 2023. For example, the median line peaks during the Bonfire Night spike at just under 16 μg m3 in 2023 and just over 62 μg m3 in 2018.

  • The Bonfire Night peaks in previous years have been more protracted. Most clearly, in 2018 the peak in the evening of the 4th seems to merge with that of the 5th, creating a singular extended period of elevated PM emissions.

Interactive Plots

Figure 9: A comparison between 25th, 50th (median), and 75th percentiles of PM10 and PM2.5 in 2023 and two previous Bonfire Nights.

This Bonfire Night can also be compared to the previous year’s, which was analysed in Davison (2022). 2022’s Bonfire Night experienced similarly wet conditions, with the peak in particulates being similarly short and sharp. However, a small number of sites did reach the “moderate” (4-6) DAQI band, unlike in 2023.

Davison, Jack. 2022. “Automatic Urban and Rural Network Report: Bonfire Night 2022.” Ricardo. https://www.ricardo.com/media/1wabi14m/aurn-bonfire-night-2022.html.

4 Summary

On Bonfire Night 2023, the daily air quality index (DAQI) across the AURN remained within the “low” (1-3) band, which is associated with no adverse public health advice for even the most vulnerable in the population (Table 2). Despite this, time plots of measured particulate concentrations do indicate peaks in particulate matter on the evening of Bonfire Night (Figure 4, Figure 5), albeit smaller in size and duration compared to previous years (Figure 9). This can likely be attributed to wet weather and relatively low winds.

These observations should not be used to dismiss the air quality impacts of fireworks on public health. The particulate concentrations measured by air quality monitoring networks like the AURN are influenced by the distance between the fixed measurement sites and the locations of bonfire events. The DAQI as a statistic may be useful for pollutant events which last throughout a given day, but may underestimate the health impacts of a particularly short-lived but significant increases in pollutants. Despite the DAQI remaining “low”, Bonfire Night attendees may have experienced immediate, short-term effects of breathing air contaminated with particulates.

Historic Bonfire Nights did appear to cause more protracted periods of elevated particulates across the UK (Figure 3, Figure 9). Future Bonfire Nights should continue to be analysed as varying meteorology, evolving legislation, and even the day of the week on which Bonfire Night falls will continue to influence particulate emissions as time goes on.