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Insights in to the latest air quality monitoring and modelling innovations Jordan White [email protected]

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Page 1: Insights in to the latest air quality monitoring and ... · map of air pollution providing data for Nitrogen Dioxide [NO 2] and particulate matter [PM 2.5]. Using advanced modelling

Insights in to the latest air quality monitoring and modelling innovations

Jordan White

[email protected]

Page 2: Insights in to the latest air quality monitoring and ... · map of air pollution providing data for Nitrogen Dioxide [NO 2] and particulate matter [PM 2.5]. Using advanced modelling

EarthSense

Born from 15 years of research at the University of Leicester, EarthSense holds a rich academic heritage specialising in environmental monitoring and modelling of air pollution data; delivering products and services that enable the world to better understand and solve air quality issues.

The Air Pollution Problem

Air Pollution is a major environmental risk to health. By reducing levels of air pollution, we are able to ease the burden of disease, lung cancer and both chronic and acute respiratory diseases on a global scale.

The Facts

Premature deaths in UK as a

result of fine particle

pollution & toxic gases.

(Royal College of Physicians)

The world’s population that

live in areas where air

pollution exceeds the

WHO’s guideline limits91%

40,000

The economic cost of air

pollution globally$5 trillion

Premature deaths worldwide as a result of air pollution exposure (World Health Organisation, WHO)7 million

Commercial in confidence

Page 3: Insights in to the latest air quality monitoring and ... · map of air pollution providing data for Nitrogen Dioxide [NO 2] and particulate matter [PM 2.5]. Using advanced modelling

Zephyr®

Standard Cartridge

Nitrogen Dioxide [NO₂]

Nitric Oxide [NO]

Ozone [O3]

PM1

PM2.5

PM10

Enhanced Cartridge

Carbon Monoxide [CO]

Sulphur Dioxide [SO2]

Hydrogen Sulphide [H2S]

Measures

The Zephyr is a compact and

lightweight air pollution sensor that

measures gases and particulate

matter formed from harmful

emissions.

Air Quality Sensor

Static Zephyr powered using

solar panel, Leicester

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Page 4: Insights in to the latest air quality monitoring and ... · map of air pollution providing data for Nitrogen Dioxide [NO 2] and particulate matter [PM 2.5]. Using advanced modelling

Key Features

Size:

235mm (h) x 160mm (w) x 114mm (d)

Weight:

1750g – 2000g

(dependent on cartridge)

Material:

Constructed using extruded

aluminium and Polycarbonate-ABS

plastics for a stronger and more

durable body with a greater

temperature range; ideal for

outdoor climates.

Certification:

CE marked to European standards

Polycarbonate

ABS plastic

Extruded

Aluminium

Air outlet

Control Button

4-colour LED indicator

DC Power Input

USB Diagnostic Port

Cartridges

Air inlet

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Page 5: Insights in to the latest air quality monitoring and ... · map of air pollution providing data for Nitrogen Dioxide [NO 2] and particulate matter [PM 2.5]. Using advanced modelling

A Thoughtful Design

Active Sampling

The only cartridge based small form

sensor to draw in air using a fan into

a sampling chamber

Accurate Cartridge Calibration

Each Zephyr® unit is co-located

and calibrated against the

government standard, AURN

(Automatic Urban & Rural Network)

Measures both PM & NOx

In a single slot cartridge

NO2 Measurements

Each single slot cartridge contains 2

variations of the NO2 sensor for

configurable use

Modular Cartridge SystemEasily replace and install cartridges without opening the main body of the Zephyr® unit

We Recycle Your old CartridgesSimply return your old cartridge back to us and we will recycle.

Mobile & Static UseFix to a vertical post or use as a mobile unit whilst walking, cycling or installed inside a vehicle.

Flexible Data AccessThrough a bespoke Zephyr® portal or API.

Solar Panel & DC Power SupplyIncluded as standard

Mobile Zephyr® Data

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Page 6: Insights in to the latest air quality monitoring and ... · map of air pollution providing data for Nitrogen Dioxide [NO 2] and particulate matter [PM 2.5]. Using advanced modelling

Calibration

Example of cartridge calibration of a

static Zephyr® sensor.

The graph shows the accuracy of

NO2 measurements when tested

against the government’s standard

AURN (Automatic Urban and Rural

Network) from December 2018 to

February 2019.

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Page 7: Insights in to the latest air quality monitoring and ... · map of air pollution providing data for Nitrogen Dioxide [NO 2] and particulate matter [PM 2.5]. Using advanced modelling

System Architecture

Raw Data

Calibrated Data

Meta Data

Calibration Data

Configurations

Security

Authentication

Converter

Zephyr® Upload Server

GSM

Zephyr®

Power Supply

SQL Database

API Website

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Page 8: Insights in to the latest air quality monitoring and ... · map of air pollution providing data for Nitrogen Dioxide [NO 2] and particulate matter [PM 2.5]. Using advanced modelling

EarthSense Monitoring and SupportZephyr sensors are monitored daily

to ensure high quality data is

delivered to end-users

A semi-automated process is used

to identify where further

investigations may be required

Zephyr sensors that are currently

Map of deployed Zephyrs in the UK and IrelandCommercial in confidence

Page 9: Insights in to the latest air quality monitoring and ... · map of air pollution providing data for Nitrogen Dioxide [NO 2] and particulate matter [PM 2.5]. Using advanced modelling

Data Access

Zephyr Data Portal

Air quality data can be viewed and

downloaded via a URL link to your

bespoke Zephyr dashboard. View all

deployed Zephyrs and

measurements for each.

Web API’s

Data can be integrated into existing

systems such as traffic management,

environmental reports and GIS.

Zephyr Data PortalZephyr dashboard view

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Page 10: Insights in to the latest air quality monitoring and ... · map of air pollution providing data for Nitrogen Dioxide [NO 2] and particulate matter [PM 2.5]. Using advanced modelling

MappAir®

MappAir® is the first high resolution

map of air pollution providing data

for Nitrogen Dioxide [NO2] and

particulate matter [PM2.5].

Using advanced modelling

techniques, MappAir provides

insight into the air pollution problem

from a global scale right down to a

street corner.

Air Quality Modelling

MappAir® global

NO2 concentrations

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Page 11: Insights in to the latest air quality monitoring and ... · map of air pollution providing data for Nitrogen Dioxide [NO 2] and particulate matter [PM 2.5]. Using advanced modelling

Computational Fluid Dynamics

MappAir® uses an advanced

technique called Computational

Fluid Dynamics [CFD] to model air

pollution.

CFD models the flow and dispersion

of air in and around urban canyons;

illustrating areas of stagnant air

where levels of pollution can be

heightened.

This complex modelling provides an

accurate insight into the effects on

air quality in built up environments.

MappAir® uses CFD on large

scales. An industry first providing

detailed air quality data for whole

cities.

An Unrivalled Model

EarthSense CFD model has been

academically reviewed and

approved; featuring in published

academic and white papers.

The CFD model is more accurate

than traditional modelling

techniques as it takes into account

all 3D buildings.

Ability to store complex calculations

and apply to other scenarios –

simplifying the process for quick

decision making.

These complex calculations create

highly valuable datasets for machine

learning & AI.

Computational Fluid Dynamics –

modelling the flow and dispersion of air

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Page 12: Insights in to the latest air quality monitoring and ... · map of air pollution providing data for Nitrogen Dioxide [NO 2] and particulate matter [PM 2.5]. Using advanced modelling

Features

High resolution data

Available from 10m on a city scale up

to 1km on a global scale

Uses Computational Fluid Dynamics

[CFD] to model the flow and

dispersion of pollution in built up

environments

Breadth of air pollution coverage

Data is available for any locations

across the globe.

Numerous data inputs

Multiple factors are considered to help

build the air pollution model

Accessible data options

Through API, FTP or WMS

Historical data analysis

Identify pollution trends with historical

data from 2014-2017

Source apportionment

Provides insight into the source of the

air pollution

Data in near real-time [NRT]

The model takes into account real time

traffic and weather data to provide a

more accurate picture

Pollution forecasting

Up to three days ahead

Simplified index

For NO2 & PM2.5 measurements

IASS, Berlin

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Page 13: Insights in to the latest air quality monitoring and ... · map of air pollution providing data for Nitrogen Dioxide [NO 2] and particulate matter [PM 2.5]. Using advanced modelling

System Architecture

Weather data

External AQ data

Traffic data

AURN data

Computational

Fluid Dynamics MappAir®WMS

API

FTP

Zephyr®

data

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Page 14: Insights in to the latest air quality monitoring and ... · map of air pollution providing data for Nitrogen Dioxide [NO 2] and particulate matter [PM 2.5]. Using advanced modelling

Applications

The Zephyr® and MappAir®

services can be used for a wide

range of traditional air quality

monitoring applications including

local planning enforcement, air

quality mitigation strategies and

clean air zone management as well

as integration into many commercial

applications.

Intelligent Transport Systems

Smart Cities

Connected and Autonomous

Vehicles

Internet of Things

Consumer Apps

Digital Healthcare

Traffic build up during rush-hour

in central London

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Page 15: Insights in to the latest air quality monitoring and ... · map of air pollution providing data for Nitrogen Dioxide [NO 2] and particulate matter [PM 2.5]. Using advanced modelling

Our partners

Zephyr® distributors:

Enviro Technology Services

UK market leader in the supply of air quality instrumentation.

Primarily servicing Local Authorities.

CMS-SupaTrak

UK market leader in the supply of telematics services into waste logistics.

Primarily focused on waste logistics in UK, Germany and France.

MappAir® partners:

Future Climate Info

3rd largest provider of property conveyancing reports in UK.

Big Property Data

Providing conveyancing reports direct to consumers.

Tripsology

Building a global, social, travel network.

Air pollution caused

by industry

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Page 16: Insights in to the latest air quality monitoring and ... · map of air pollution providing data for Nitrogen Dioxide [NO 2] and particulate matter [PM 2.5]. Using advanced modelling

Our customers

Page 17: Insights in to the latest air quality monitoring and ... · map of air pollution providing data for Nitrogen Dioxide [NO 2] and particulate matter [PM 2.5]. Using advanced modelling

Case Study | TfGM

Zephyr installed on traffic

light signals in Manchester

Transport for Greater Manchester

Improving local air quality for

residents by trialling a series of new

traffic signal interventions across

heavily polluted junction of the M60.

Aims

To identify whether giving HGVs and

other large commercial vehicles

priority passage at traffic signals

improves local air quality for

residents.

The Trial Intervention

Zephyr sensors were installed onto

traffic lights at busy junctions of the

M60 in Manchester to measure NO2

and PM2.5 before, during and after

the trial.

During the trial, HGVs will be given

priority passage at traffic signals to

identify whether the reduction in

stop-starts reduces the amount of

air pollution from diesel vehicles.

Page 18: Insights in to the latest air quality monitoring and ... · map of air pollution providing data for Nitrogen Dioxide [NO 2] and particulate matter [PM 2.5]. Using advanced modelling

Case Study | BBC Fighting for Air

Kings Heath, Birmingham

A one day behavioural change

experiment led by Dr. Xand Van

Tulleken and the dynamic action

group, King’s Heath CAN,

determined to reduce air pollution

in their neighbourhood.

Aims

Drive behavioural change and

public engagement which are both

notoriously difficult to successfully

implement, trial and evaluate.

The Experiment

Zephyr sensors were installed in key

locations on the King’s Heath High

Street and around St. Dunstan’s

School taking air pollution

measurements before, during and

after the experiment. A variety of

interventions such as working with

the local council and bus companies

to enforce car-free zones, setting up

hedges to form a shield from the air

pollution and using walking buses

and alternative forms of transport

on experiment day were

implemented in a bid to reduce air

pollution.

Results

Zephyr sensors measured a huge

20% reduction in NO2 concentration

at St. Dunstan’s and 10% reduction

in NO2 on the high street proving

that behavioural change is key to

reducing air pollution.

Zephyr deployed on lamp post

outside St. Dunstan’s School, King’s Heath

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Page 19: Insights in to the latest air quality monitoring and ... · map of air pollution providing data for Nitrogen Dioxide [NO 2] and particulate matter [PM 2.5]. Using advanced modelling

Case Study | Derby Clean Air Day

Derby City Council

For Clean Air Day, Derby City

Council used a Zephyr sensor

around two schools to measure the

impact of closing roads to traffic

Aims

Drive behavioural change through

providing access to real-time AQ

information

The Experiment

Zephyr sensors were installed on

main drop-off / pick-up locations

around two schools for over a week

at each location. Derby City Council

had access to air quality

measurements before, during and

after the experiment. A report was

produced focusing particularly on

NO2 and PM2.5, key pollutants that

can have local impacts from road

traffic

Results

Zephyr sensors measured a

reduction in NO2 of around 10%,

highlighting the benefits gained

from eliminating local traffic from

sensitive areas such as schools

Zephyr deployed on lamp post

outside St. Dunstan’s School, King’s Heath

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Page 20: Insights in to the latest air quality monitoring and ... · map of air pollution providing data for Nitrogen Dioxide [NO 2] and particulate matter [PM 2.5]. Using advanced modelling

Case Study | Mobile use

Burning waste

A fire was spotted and a mobile

Zephyr was brought to the location

PM2.5 was in excess of 200 µg m-3

The fire was extinguished on-site,

and advice was given on the

dangers of breathing in smoke

A clear example of inadequate

knowledge of caring for the local

environment

Zephyr deployed on lamp post

outside St. Dunstan’s School, King’s Heath

Commercial in confidence

Page 21: Insights in to the latest air quality monitoring and ... · map of air pollution providing data for Nitrogen Dioxide [NO 2] and particulate matter [PM 2.5]. Using advanced modelling

Case Study | Mobile use

Automotive applications

Poor ventilation in cars can result in

prolonged periods of high

concentrations

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Page 22: Insights in to the latest air quality monitoring and ... · map of air pollution providing data for Nitrogen Dioxide [NO 2] and particulate matter [PM 2.5]. Using advanced modelling

Case Study | Mobile use

Picnic in the park (below)

Parkland has consistently better AQ

than other locations around the city

Morning commute (right)

Hotspots occur around points of

congestion and behind buses

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Page 23: Insights in to the latest air quality monitoring and ... · map of air pollution providing data for Nitrogen Dioxide [NO 2] and particulate matter [PM 2.5]. Using advanced modelling

Case Study | COPD Sufferer

BBC Truth or Scare

A COPD sufferer was given advice

on clean routes to reduce pollution

exposure

How?

A combination of modelling and

Zephyr data was used to inform on

the best route through Sunderland

city centre

Zephyr sensor

Prior to advice being given, a

number of routes were measured to

identify the best route

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Page 24: Insights in to the latest air quality monitoring and ... · map of air pollution providing data for Nitrogen Dioxide [NO 2] and particulate matter [PM 2.5]. Using advanced modelling

Case Study | ACCRA

Autonomous & Connected Vehicles for CleaneR Air, Leeds

A near real-time pollution model

was used for trials into geofencing

to trigger zero-emission running of

hybrid vehicles.

AimsAutomatically activate zero-emission running of hybrid vehicles as they pass through some of the city’s most heavily polluted streets.

The TrialA near real-time MappAir® model of NO2 concentrations was created for Leeds City Centre with input from both static and mobile Zephyr® sensors. Working with partners, MappAir® NO2 data was communicated to a wider system

to create dynamic control zones.

Upon entering these zones, 7.5

tonne Range Extended Electric

Vehicles (REEV) were automatically

triggered to switch to electric mode

to help reduce further air pollution.

A Successful Trial

The twelve-month trial proved the

system to be a success. REEV’s were

successfully switched to electric

mode when entering clean air zones

in Leeds and EarthSense continue to

work with partners to deliver these

services.

Watch ACCRA in action

MappAir® model for Leeds City Council

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Page 25: Insights in to the latest air quality monitoring and ... · map of air pollution providing data for Nitrogen Dioxide [NO 2] and particulate matter [PM 2.5]. Using advanced modelling

Case Study | Urban Healthy Living

Static Zephyr sensor

installed on lamp post

powered via solar panel

for project ACCRA

with local councils and partners, the

MappAir® model takes into

account traffic data including

congestion and flow. This model has

been incorporated into a clean-

routing app providing insight into

air pollution exposure when walking,

cycling or driving a selected route.

A Successful Trial

Following a 6 week demonstration,

MappAir® data has been

successfully integrated into clean-

routing apps; raising awareness of

air pollution exposure levels.

Providing cleaner and alternative

routes for travel helps encourage

behavioural change towards air

pollution within communities.

Urban Healthy Living in Bicester

and Belfast

Combining air quality technologies

with healthcare initiatives to create

clean-routing apps funded by the

UK Space Agency.

Aims

Manage traffic flow, encourage

active travel and raise awareness of

air pollution to improve the health

of the population.

The Trial

A near real-time MappAir® model

of NO2 concentrations was created

for both Bicester and Belfast

combining input from static and

mobile Zephyr® sensors. Working

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Page 26: Insights in to the latest air quality monitoring and ... · map of air pollution providing data for Nitrogen Dioxide [NO 2] and particulate matter [PM 2.5]. Using advanced modelling

Case Study | Future Climate Info

Environmental Reports

An industry first, including air quality

data into environmental reports for

homebuyers.

Aims

Create an advisory tool in

environmental reports for

conveyancers & solicitors during the

home buying process. Raise

awareness of air quality and its

importance to long term health.

The Problem

Overall homebuyers spent nearly

£25 billion on properties in pollution

hotspots in 2017 in England and

Wales. It is common to pay a

premium to be nearer urban centres

infrastructure & good transport links

but homebuyers are paying more to

breathe some of the nations more

polluted air. There is a need to raise

awareness for future risk

homebuyers may experience.

An Advisory Tool

Using MappAir® homebuyers can

access air quality data in Future

Climate Info environmental reports

giving a clear index rating for an

area. With sales increasing by 12.5%

since the inclusion of this data,

homebuyers are becoming more

aware of the risks of exposure to

poor air quality; changing attitudes

towards air pollution going forward

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Page 27: Insights in to the latest air quality monitoring and ... · map of air pollution providing data for Nitrogen Dioxide [NO 2] and particulate matter [PM 2.5]. Using advanced modelling

Case Study | BBC Postcode Checker

Pollution Postcode Checker

MappAir® data used to power the

BBC postcode checker for anywhere

in England.

Aims

Highlight the country’s pollution

hotspots by creating an accessible

tool for checking local levels of air

pollution.

The Postcode Checker

MappAir® data powers the BBC’s

postcode checker by providing NO2

concentrations for anywhere across

the country; allowing anybody to

access an air pollution reading for

their postcode.

Readings are shown in a simple

rating from 1 (good) to 6 (heavily

polluted).

Results

An incredible 2 million people used

the BBC’s pollution postcode

checker within the first 48 hours of

its launch. Users of the postcode

checker have not only raised

awareness of the issue but increased

pressure to the likes of local

authorities to take action.

Establishing pollution hotspots

allows us to better target our

solutions.

Zephyr deployed on lamp post

outside St. Dunstan’s School, King’s Heath

BBC Article & Postcode

Checker

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Page 28: Insights in to the latest air quality monitoring and ... · map of air pollution providing data for Nitrogen Dioxide [NO 2] and particulate matter [PM 2.5]. Using advanced modelling

Thank You

For more information on EarthSense

products and services, please head

to www.earthsense.co.uk

Email us at:

[email protected]

Or call on:

+44 (0)116 296 7460