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Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries International workshop on road transport emissions: Methodologies for assessing emission factors and inventories Brussels , 26 September 2013 Mauricio Osses 1,2 , James Lents 2 , Nicole Davis 3 1 Universidad Santa María, Department of Mechanical Engineering, Chile 2 International Sustainable Systems Research Center - ISSRC, USA 3 Center for Environmental Research & Technology – CE-CERT, UCR, USA

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Page 1: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

Advancing Climate and Air Quality Database Management Systems

and Emissions Inventories in Developing Countries

International workshop on road transport emissions:

Methodologies for assessing emission factors and inventories

Brussels , 26 September 2013

Mauricio Osses 1,2, James Lents 2, Nicole Davis 3 1 Universidad Santa María, Department of Mechanical Engineering, Chile

2 International Sustainable Systems Research Center - ISSRC, USA 3 Center for Environmental Research & Technology – CE-CERT, UCR, USA

Page 2: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

ISSRC Identified 3 Areas to Try and Make an Initial Contribution on AQM

1. Provide a tool to estimate on-road mobile source emissions

2. Make available information designed to help developing countries implement their air quality management policies

3. Create a system to manage complex environmental related data to allow for effective and meaningful air quality improvement plan development

2

Page 3: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

ISSRC Identified 3 Areas to Try and Make an Initial Contribution on AQM

1. Provide a tool to estimate on-road mobile source emissions IVE

2. Make available information designed to help developing countries implement their air quality management policies AQBook

3. Create a system to manage complex environmental related data to allow for effective and meaningful air quality improvement plan development IED

3

Page 4: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

ISSRC’s Partners and Cities to Date

U.S. EPA

Hewlett

Foundation

The Energy

Foundation

World Bank

EMBARQ--World Resource Institute

4

Page 5: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

International Vehicle Emissions Model http://www.issrc.org/ive/

Page 6: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

The International Vehicle Emissions Model IVE

Estimate emissions for passenger cars, trucks, buses, three- and two-wheel vehicles for important urban pollutants, toxics, and global warming gases

Includes gasoline, diesel, natural gas, propane, and alcohol fueled vehicles

Incorporates a straightforward methodology to collect the needed modeling information

Allow users a way to update the emission factors when local data is available and adapt to the local situation

6

Page 7: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

IVE Model & Implementation Status First Release in 2003, last update in May 2010

Available free on the internet at www.issrc.org

Refined data collection methodology (snapshot of vehicle activity, driving patterns and starts, and in-use emissions in any remote location)

2-3 weeks in field, reasonable costs

All major vehicle types covered

Laboratory not required

Field studies have resulted in 15

location specific information to supplement the base IVE model (also available on website)

7

Page 8: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

IVE Model Highlights & Progress 1500 registered users from air quality agencies

and universities around the world In use in sixteen countries (that we know of) Recommended by INE to be the national model

for calculating emissions in Mexico Used along with several other models as the basis

of the national model for vehicles in China Reviewed along with other important emission

models (February, 2009 AWMA Journal) Rated: Easiest to use model/Most accurate model for

developing countries Compared with: U.S.EPA Mobile, California EMFAC,

European COPERT model and others.

8

Page 9: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

IVE Operates in Five Languages

9

Page 10: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

IVE in the Future

Add Black Carbon emission factors Provide a way to distribute emissions over a grid

system to support air quality modeling Add off-road mobile sources Continually update emission factors, add new

vehicles, and update driving and other adjustments as scientific research provides new data

Would like to add Portuguese and Turkish as supported languages

10

Page 11: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

Methodology IVE Model

Page 12: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

Locations and studies Location Activity Gasoline Diesel

Los Angeles, USA Santiago, Chile Lima, Peru Mexico City, Mexico Bogota, Colombia Sao Paulo, Brazil Buenos Aires, Argentina

2001 Dec 2001 Dec 2003 Jan 2004 Feb 2004 Abr 2004 Jan 2007

-- Aug 2006

-- Oct 2005 May 2007 Dec 2004

--

-- Mar 2007

-- Jun 2006 May 2008 Mar 2006

--

Pune, India Almaty, Kazakhstan Beijing, China Istanbul, Turkey Cebu, Phillipines

Mar 2003 May 2003 May 2004 Nov 2006 Feb 2012

-- May 2006 Jun 2007 Nov 2006

--

-- -- --

Nov 2006 --

Nairobi, Kenya Accra, Ghana Lagos, Nigeria

Mar 2002 Apr 2010 Mar 2013

Mar 2005 -- --

-- -- --

Page 13: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

Driving Cycles

Page 14: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

Start Patterns

Page 15: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

Fleet Composition

Page 16: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

Vehicle Technology

Page 17: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

Daily Emissions in Sao Paulo

CO

PM10

VOC

NOx

Page 18: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

Emissions: General Comparison

0

100

200

300

400

500

600

700

800

900

1000

SaoPaulo

Mexico

Beijing

Lima

Sanago

BuenosAires

Bogota

Pune

Almaty

EmissionsTon/day

CO2/100

CO/10

VOC

NOx

PM*10

+ N2O, CH4, acetaldehyde, formaldehyde, 1,3 butadiene, benzene - Database under revision, not fully available yet

Page 19: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

Local Data Using PEMS

Page 20: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

Real-World Gasoline

Page 21: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

Real-World Diesel

Page 22: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

Real-world vehicle emissions

Page 23: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

Emission Factors: Gasoline CO2

0

50

100

150

200

250

300

350

400

Carb SPFI/C MPFI/NC MPFI/C MPFI/C/EGR GNC Alcohol HYB OA

CO

2 e

mis

sio

ns g

/km

Measured Emissiones Average Gasoline CO2 Almaty

Mexico

Nairobi

Santiago

Sao Paulo

Tianjin

Istanbul

Page 24: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

Emission Factors: Gasoline CO

0

10

20

30

40

50

60

70

80

90

100

Carb SPFI/C MPFI/NC MPFI/C MPFI/C/EGR GNC Alcohol HYB OA

CO

em

issio

ns g

/km

Measured Emissiones Average Gasoline CO Almaty

Mexico

Nairobi

Santiago

Sao Paulo

Tianjin

Istanbul

Page 25: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

Laboratory vs real-world emissions

0.00

1.00

2.00

3.00

4.00

5.00

6.00

7.00

8.00

9.00

10.00

Car

b

SPFI/C

MPFI/N

C

MPFI/C

MPFI/C

/EG

R

GNC

Alcoh

ol

HYB

OA

CO Correction Factors IVE Gasoline

Almaty

Mexico

Nairobi

Santiago

Sao Paulo

Tianjin

Istanbul

Page 26: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

International Environmental Database https://www.iedmetropolis.org/

Page 27: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

Database system to manage air quality/energy related information

Calculate and project air quality emissions, energy requirements, fuel use for urban regions

Integrate policy analysis for urban air, water, solid waste, and climate change pollution

International Environmental Database IED

27

Page 28: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

IED Design Requirements

Allow businesses to update their own information

Support source enforcement

Support emission caps and credit trading

Remotely accessible

Available free

Secure & Flexible

28

Page 29: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

IED System Implementation Status

Base system

created

Implementing in

Mexico City,

Guadalajara and

Chongqing

Several other

areas in discussion

29

Page 30: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries
Page 31: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

IED Uses: Support Modeling

31

Outputs spatially and temporally resolved data

Page 32: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

IED Uses: Support Planning

The design of the system enables answering such questions as:

How would a rapid transit system affect fuel use? criteria pollutants? global warming emissions?

What are the top categories of GHG emissions today and projected in the future?

What are the differences in energy use and emissions from moving towards a natural gas fleet or an electric fleet?

32

Page 33: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

IED Uses: Support Enforcement

IED is designed to track the emissions and energy from point sources, and return data from queries such as:

What is ABC Company’s emissions this year? Last year?

Is ABC Company exceeding its emissions cap?

How many credits are available in this location/area?

33

Page 34: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

IED Status & Future

Base System Developed

Currently populating local data

It was proposed to support the development of effective/integrated control programs in participating cities, starting with Chongqing, Mexico City, and Guadalajara

Training session recently finished at Bogota (August 2013)

Future developments expected in Colombia, Peru, Chile and China

34

Page 35: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

Handbook of Air Quality Management http://www.aqbook.org/

Page 36: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

AQ Hanbook in brief

• The Handbook of Air Quality Management is a Hewlett-funded effort to get important air quality management information onto the web for use by developing countries.

• The idea for the handbook is to provide a resource for developing countries to be used in designing an effective air quality management program that will have all the necessary elements for success.

Page 37: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

Air Quality Management (AQM) Handbook

A free internet-based information system on how to carry out effective air quality management

4 chapters to date, 14 in total

Work in progress, more chapters to come

Can be updated remotely by approved participants

Used by governments, Universities, and training institutes

37

Page 38: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

AQM Handbook Status

Available chapters in English, with some in Spanish and Chinese

38

Page 39: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

AQ Knowledge Base

• Present authors of the book include James Lents, Michael Walsh, Kebin He, Nicole Davis, Mauricio Osses, Sebastian Tolvett, and Huan Liu.

• While only part of the resource is completed at this time, the website receives more than 500 hits per month with no advertising.

• Additional authors that have expertise in needed subject areas could be recruited to assist in the completion of the book.

Page 40: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

Recent Studies

• Using IVE as a Tool for GHG Assesment for BRT Corridors in Accra and Lagos

• Using PEMS for Measuring Emission Factors from Two-Stroke Engines, Transmilenio bi-Articulated Buses, Hybrid & Electric Buses

• Applying IED in Cundinamarca, Colombia and Valparaiso, Chile

Page 41: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

Ghana Transport Mitigation Case Study BRT and Climate Change Mitigation

Greater Accra Metropolitan Area

Project funded by the Public Private Infrastructure Advisory Facility (PPIAF)

And the World Bank

Accra, April 23th 2010

Dr. Mauricio Osses

[email protected]

International Sustainable Systems Research Center, www.issrc.org

Page 42: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

Example: Accra, Ghana

Page 43: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

Example: Accra, Ghana

Page 44: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

Example: Accra, Ghana

Page 45: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

Example: Accra, Ghana

Page 46: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

Example: Accra, Ghana

Page 47: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

Ejemplo: Accra, Ghana

Page 48: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

Example: Accra, Ghana

Page 49: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

Example: CO2 Accra, Ghana

Page 50: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

Example: Lagos, Nigeria, 2013

Page 51: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

CO2 city comparison

0

200

400

600

800

1000

1200

1400

1600

1800

2000

Overall

Motorcycle

Taxi

PassCar

LargeBus

MDTruck

HDTruck

CO2[g/km

]

LagosIVE2013

BeijingIVE2004

BuenosAiresIVE2007

MexicoCityIVE2004

CebuIVE2012

COPERT4@14kph

COPERT4@20kph

Page 52: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

Emission factors from 2-stroke motorcycles at Universidad Nacional Bogota - 2012

Testing Transmilenio articulated buses

Testing Euro 5 bi-articulated

TM buses

Page 53: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

Dynamometer testing in Bogota - 2013

Page 54: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

Natural gas bus dyno-tested in Bogota - 2013

Page 55: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

HEBTP • 4 cities:

– Sao Paulo – Rio de Janeiro – Bogota – Santiago

• 6 bus OEMs: – BYD – Eletra – Hankuk Fiber – Mercedes Benz – Volvo – Youngman

• 5 technologies, 17 buses: – 2 full electric – 7 hybrid – 1 trolleybus – 1 diesel with DPF – 6 reference diesel

Page 56: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

Rio de Janeiro Santiago

Sao Paulo Bogota

Page 57: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

IED Training in Bogota, August 2013 (Cundinamarca, Manizales, Medellin)

Page 58: Advancing Climate and Air Quality Database Management … · 2015-03-19 · Advancing Climate and Air Quality Database Management Systems and Emissions Inventories in Developing Countries

Thank you!

More info at: www.issrc.org

[email protected]

[email protected]

IED in Valparaiso, Chile 2013-2014