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Breathe London: A pilot low cost
sensor network
17 September 2019
Rosalind O’Driscoll
• In 2016, 89-100% of
major roads in inner
and central London
(and 36% in outer
London) exceeding NO2
limit values
• People living in the
capital’s most deprived
areas are, on average,
exposed to about a
quarter more NO2
pollution
London Atmospheric Emission Inventory 2016 (2019)
WHAT IS AIR QUALITY IN LONDON LIKE
NOW? – NITROGEN DIOXIDE (N O 2 )
S O U R C E S O F N O X I N L O N D O N
London Atmospheric Emission Inventory 2016 (2019)
S O U R C E S O F P M 2 . 5 I N L O N D O N
London Atmospheric Emission Inventory 2016 (2019)
Around half of PM2.5 in London comes
from outside London
WHAT IS AIR QUALITY IN LONDON LIKE
NOW? PARTICULATE MATTER (P M 2 . 5 )
• London was the
first world megacity
to sign up to the
Breathe Life
campaign: to meet
WHO limits for
PM2.5 by 2030
• This will be a
challenge as latest
modelling reveals
nowhere in London
meets the limit of
10 µgm-3
London Atmospheric Emission Inventory 2016 (2019)
MONITORING AIR QUALITY
• London has one of the
most comprehensive
monitoring networks of
any world city, funded
primarily by local
authorities.
• There are over 100 high-
accuracy automatic
monitoring sites across
the city, monitoring NO2
and/or PM10.
BREATHE LONDON NETWORK
NEW HYPERLOCAL NETWORK
• We are trialling a new £750k ($1million) air
quality monitoring system with C40 cities
which will be used to analyse pollution in
thousands of hot spots across the city
including near schools, hospitals,
construction sites and busy roads.
• The project is being delivered by the
consortium led by Environmental Defense
Fund Europe
• 100+ sensors will be fitted to lampposts
and buildings, two dedicated Google Street
View cars will be driving across the city and
personal wearable monitors will measure
the exposure of children on their route to
school.
• Successfully launched January 2019 – international interest
• Website is now live: https://www.breathelondon.org
BREATHE LONDON LAUNCH
BREATHE LONDON NETWORK
STATIC MONITORS
• We have installed
static AQ Mesh air
quality sensors at
over 100 locations
across London
(orange points)
• Realtime data
coming soon to
website
• Two Google Street-view vehicles
instrumented with air quality monitors,
measuring tens of thousands of locations
across London
• Measurements of PM2.5, NO, NO2, CO2, O3
BC, UFPs
• ~10-20 passes on each roadway, during
different times of day and days of week,
measurements taken every 30 meters
• Mapping areas designed to cover:
– The entire ULEZ (Central London)
– Areas outside ULEZ selected to capture
range of predicted concentrations (modelled
NO2) and economic status (Index of Material
Deprivation)
GOOGLE STREETVIEW CARS
WEARABLES
• In addition to the £750k
funded by CIFF we have
contributed £150k to fund
King’s College to do a study
that measure the exposure of
children on their journey to
school using wearable
sensors
• King’s evaluated 6 wearable
sensors to assess which
would be best suited for the
study. The sensor that came
out the best (for both PM and
NO2) is a custom made
prototype from Dyson,
specifically designed for this
project
• King’s have now finished the
measurements, with over 250
children participating
BREATHE LONDON NETWORK
NETWORK OUTPUTS
• Google street mapping cars and fixed sensors will provide
localised information about air quality, including at 600
schools.
• The data from the network will be hosted on a new website/
platform that will be accessible to the public. It will also
integrate the data from our existing monitors.
• The data collected will enable us to better target and monitor
the impact of our policies (including ULEZ) as well as
providing information to Londoners to reduce their exposure
to air pollution. For example, pollution can vary by as much
as 50 per cent depending on which route you select to walk
and cycle. So providing the right local information is vital.
ULTRA LOW EMISSION ZONE
Euro 4 petrol (<13yrs old in 2019)
Euro 6 diesel (<4yrs old in 2019)
...or £12.50 / $16 a day
Euro 3 (<12yrs old in 2019)
...or £12.50 / $16 a day
Euro VI (<6yrs old in 2019)
...or £100 / $129 a day
24/7
Exempt but new
licensing
requirements
ULTRA LOW EMISSION ZONE
T H E W O R L D ’ S F I R S T U LT R A
L O W E M I S S I O N Z O N E
I N T R O D U C E D T H E W O R L D ’ S
F I R S T U LT R A L O W E M I S S I O N
Z O N E
I N T R O D U C E D T H E W O R L D ’ S
F I R S T U LT R A L O W E M I S S I O N
Z O N E
• The Mayor launched the Ultra Low Emission Zone (ULEZ) in central
London on 8 April 2019. From 2021 the emission standards will apply to
Inner London – covering a population of 3.8 million people. The ULEZ
has the strictest emission standards of any major global city and will be
the largest zone of its type in Europe
• In July 2019, the compliance rate with the ULEZ standards was around
75 per cent in a 24-hour period. Compared to March 2019, the month
before the scheme was launched, there were around 12,500 fewer
older, more polluting, non-compliant vehicles seen in the zone on an
average day.
• There has been approximately a 20 per cent in nitrogen dioxide
concentrations measured at roadside monitoring sites in the ULEZ zone
since February 2017 when people started preparing for the ULEZ.
I N T R O D U C E D T H E W O R L D ’ S
F I R S T U LT R A L O W E M I S S I O N
Z O N E
Date
Number of vehicles driving in the
charging zone per day during CC hours
Proportions of vehicles
driving in the charging
zone during CC hours
Unique
vehicles
detected in
zone*
Non-
compliant
vehicles
Compliant
vehicles
Non-
compliant
vehicles
Compliant
vehicles
Feb 17 102,493 62,310 40,184 60.8% 39.2%
July 19 83,899 23,054 60,844 27.5% 72.5%
Change
Feb –
July 2019
-18,594 -39,256 20,660 Decrease of
33.3
percentage
points
Increase of
33.3
percentage
points
% change -18.1% -63.0% 51.4% -54.8% 85.0%
• In 2016, 89-100% of
major roads in inner
and central London
(and 36% in outer
London) exceeding NO2
limit values
• People living in the
capital’s most deprived
areas are, on average,
exposed to about a
quarter more NO2
pollution
London Atmospheric Emission Inventory 2016 (2019)
WHAT IS AIR QUALITY IN LONDON LIKE
NOW? – NITROGEN DIOXIDE (N O 2 )
2020 2025
2030 2050
Expected impact on future NO2 concentrations
Thank you for listening.

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Breathe London: A pilot low cost sensor network - Rosalind O’Driscoll

  • 1. Breathe London: A pilot low cost sensor network 17 September 2019 Rosalind O’Driscoll
  • 2. • In 2016, 89-100% of major roads in inner and central London (and 36% in outer London) exceeding NO2 limit values • People living in the capital’s most deprived areas are, on average, exposed to about a quarter more NO2 pollution London Atmospheric Emission Inventory 2016 (2019) WHAT IS AIR QUALITY IN LONDON LIKE NOW? – NITROGEN DIOXIDE (N O 2 )
  • 3. S O U R C E S O F N O X I N L O N D O N London Atmospheric Emission Inventory 2016 (2019)
  • 4. S O U R C E S O F P M 2 . 5 I N L O N D O N London Atmospheric Emission Inventory 2016 (2019) Around half of PM2.5 in London comes from outside London
  • 5. WHAT IS AIR QUALITY IN LONDON LIKE NOW? PARTICULATE MATTER (P M 2 . 5 ) • London was the first world megacity to sign up to the Breathe Life campaign: to meet WHO limits for PM2.5 by 2030 • This will be a challenge as latest modelling reveals nowhere in London meets the limit of 10 µgm-3 London Atmospheric Emission Inventory 2016 (2019)
  • 6. MONITORING AIR QUALITY • London has one of the most comprehensive monitoring networks of any world city, funded primarily by local authorities. • There are over 100 high- accuracy automatic monitoring sites across the city, monitoring NO2 and/or PM10.
  • 8. NEW HYPERLOCAL NETWORK • We are trialling a new £750k ($1million) air quality monitoring system with C40 cities which will be used to analyse pollution in thousands of hot spots across the city including near schools, hospitals, construction sites and busy roads. • The project is being delivered by the consortium led by Environmental Defense Fund Europe • 100+ sensors will be fitted to lampposts and buildings, two dedicated Google Street View cars will be driving across the city and personal wearable monitors will measure the exposure of children on their route to school.
  • 9. • Successfully launched January 2019 – international interest • Website is now live: https://www.breathelondon.org BREATHE LONDON LAUNCH
  • 11. STATIC MONITORS • We have installed static AQ Mesh air quality sensors at over 100 locations across London (orange points) • Realtime data coming soon to website
  • 12. • Two Google Street-view vehicles instrumented with air quality monitors, measuring tens of thousands of locations across London • Measurements of PM2.5, NO, NO2, CO2, O3 BC, UFPs • ~10-20 passes on each roadway, during different times of day and days of week, measurements taken every 30 meters • Mapping areas designed to cover: – The entire ULEZ (Central London) – Areas outside ULEZ selected to capture range of predicted concentrations (modelled NO2) and economic status (Index of Material Deprivation) GOOGLE STREETVIEW CARS
  • 13. WEARABLES • In addition to the £750k funded by CIFF we have contributed £150k to fund King’s College to do a study that measure the exposure of children on their journey to school using wearable sensors • King’s evaluated 6 wearable sensors to assess which would be best suited for the study. The sensor that came out the best (for both PM and NO2) is a custom made prototype from Dyson, specifically designed for this project • King’s have now finished the measurements, with over 250 children participating
  • 15. NETWORK OUTPUTS • Google street mapping cars and fixed sensors will provide localised information about air quality, including at 600 schools. • The data from the network will be hosted on a new website/ platform that will be accessible to the public. It will also integrate the data from our existing monitors. • The data collected will enable us to better target and monitor the impact of our policies (including ULEZ) as well as providing information to Londoners to reduce their exposure to air pollution. For example, pollution can vary by as much as 50 per cent depending on which route you select to walk and cycle. So providing the right local information is vital.
  • 16. ULTRA LOW EMISSION ZONE Euro 4 petrol (<13yrs old in 2019) Euro 6 diesel (<4yrs old in 2019) ...or £12.50 / $16 a day Euro 3 (<12yrs old in 2019) ...or £12.50 / $16 a day Euro VI (<6yrs old in 2019) ...or £100 / $129 a day 24/7 Exempt but new licensing requirements ULTRA LOW EMISSION ZONE
  • 17. T H E W O R L D ’ S F I R S T U LT R A L O W E M I S S I O N Z O N E
  • 18. I N T R O D U C E D T H E W O R L D ’ S F I R S T U LT R A L O W E M I S S I O N Z O N E
  • 19. I N T R O D U C E D T H E W O R L D ’ S F I R S T U LT R A L O W E M I S S I O N Z O N E • The Mayor launched the Ultra Low Emission Zone (ULEZ) in central London on 8 April 2019. From 2021 the emission standards will apply to Inner London – covering a population of 3.8 million people. The ULEZ has the strictest emission standards of any major global city and will be the largest zone of its type in Europe • In July 2019, the compliance rate with the ULEZ standards was around 75 per cent in a 24-hour period. Compared to March 2019, the month before the scheme was launched, there were around 12,500 fewer older, more polluting, non-compliant vehicles seen in the zone on an average day. • There has been approximately a 20 per cent in nitrogen dioxide concentrations measured at roadside monitoring sites in the ULEZ zone since February 2017 when people started preparing for the ULEZ.
  • 20. I N T R O D U C E D T H E W O R L D ’ S F I R S T U LT R A L O W E M I S S I O N Z O N E Date Number of vehicles driving in the charging zone per day during CC hours Proportions of vehicles driving in the charging zone during CC hours Unique vehicles detected in zone* Non- compliant vehicles Compliant vehicles Non- compliant vehicles Compliant vehicles Feb 17 102,493 62,310 40,184 60.8% 39.2% July 19 83,899 23,054 60,844 27.5% 72.5% Change Feb – July 2019 -18,594 -39,256 20,660 Decrease of 33.3 percentage points Increase of 33.3 percentage points % change -18.1% -63.0% 51.4% -54.8% 85.0%
  • 21. • In 2016, 89-100% of major roads in inner and central London (and 36% in outer London) exceeding NO2 limit values • People living in the capital’s most deprived areas are, on average, exposed to about a quarter more NO2 pollution London Atmospheric Emission Inventory 2016 (2019) WHAT IS AIR QUALITY IN LONDON LIKE NOW? – NITROGEN DIOXIDE (N O 2 )
  • 22. 2020 2025 2030 2050 Expected impact on future NO2 concentrations
  • 23. Thank you for listening.