Alexis Zubrow, Alison Eyth, Rich...

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Alexis Zubrow, Alison Eyth, Rich Mason AQAST Conference, June 2014 1

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Page 1: Alexis Zubrow, Alison Eyth, Rich Masonacmg.seas.harvard.edu/presentations/aqast/jun2014/Day1...Alexis Zubrow, Alison Eyth, Rich Mason AQAST Conference, June 2014 1 The full NEI is

Alexis Zubrow, Alison Eyth, Rich MasonAQAST Conference, June 2014

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Page 2: Alexis Zubrow, Alison Eyth, Rich Masonacmg.seas.harvard.edu/presentations/aqast/jun2014/Day1...Alexis Zubrow, Alison Eyth, Rich Mason AQAST Conference, June 2014 1 The full NEI is

The full NEI is on a 3 year cycle

States, locals, and tribes (S/L/Ts) are required to submit criteria pollutants

◦ Air Emissions Reporting Requirements (AERR) defines the requirements of S/L/Tsto collect and submit emissions

Hazardous Air Pollutants (HAPs) and GHGs are voluntarily submitted

Emissions Inventory System (EIS) used to build and release the NEI

◦ Data hierarchy: S/L/T data typically above EPA generated data

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Solvent - Dry Cleaning

All HAPs EPA SLT EPA & SLT

P - Point

N - Nonpoint

PN - P&N

Onroad – MOVES submitted inputs

Page 3: Alexis Zubrow, Alison Eyth, Rich Masonacmg.seas.harvard.edu/presentations/aqast/jun2014/Day1...Alexis Zubrow, Alison Eyth, Rich Mason AQAST Conference, June 2014 1 The full NEI is

Evaluations of trends across years and space

Methodological changes◦ Example – onroad model changed in 2008 NEI v2

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NO

X(m

illion t

ons)

Switch to MOVES

Draft

Page 4: Alexis Zubrow, Alison Eyth, Rich Masonacmg.seas.harvard.edu/presentations/aqast/jun2014/Day1...Alexis Zubrow, Alison Eyth, Rich Mason AQAST Conference, June 2014 1 The full NEI is

Black Carbon (BC) is primarily calculated by speciating PM2.5 from the inventory

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- 10 20 30 40 50 60 70 80 90 100 110 120

Wildfires

Prescribed Fires

Agricultural Field Burning

DieselEquipment

Railroad

CMV

Gas

Aircraft

Other

DieselHeavyDuty

GasLightDuty

DieselLightDuty

GasHeavyDuty

Residential

IndusBoilers

Comm/Instit

ElecGeneration

WasteDisposal

CommercialCooking

DustPavedUnPavedRoads

Agriculture

Non-IndustrialNEC

Industrial Processes

SolvCommercialIndustrial

Tons Thousands

Source: U.S. EPA 2011 NEI V1; 2011v6 Emissions Modeling Platform

2011 NationalBlack Carbon Emissions

Fires

FuelCombustion

MobileOnroad

Misc Other

MobileNonroad

IndustrialProcesses

51% is from natural gas, 20% from biomass

95% is from biomass burning

51% is from natural gas, 37% from coal

95% is from open burning of residential waste and debris from land clearing

Fires42%

Mobile Nonroad

22%

Mobile Onroad19%

Fuel Combustion

11%

MiscOther4%

Industrial Processes

2%U.S. 2011

Black Carbon Emissions

Source: U.S. EPA 2011 NEI V1; 2011v6 Emissions Modeling Platform

Page 5: Alexis Zubrow, Alison Eyth, Rich Masonacmg.seas.harvard.edu/presentations/aqast/jun2014/Day1...Alexis Zubrow, Alison Eyth, Rich Mason AQAST Conference, June 2014 1 The full NEI is

Processing steps needed to convert emissions inventories into the resolution and formats needed by air quality models.

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Inventories(annual/

monthly/daily)

0

1

2

3

4

5

1

23

45

67

89

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1

13

3

15

5

17

7

19

9

22

1

24

3

26

5

28

7

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9

33

1

35

3

PM

2.5

(to

ns)

Chittenden Co, VT: RWC 2011 Daily

PM2.5

Gridded, hourly, speciated emissions

Speciation

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Distribution of emissions across time

Annual -> month, month -> day, day -> hour

Examples of meteorological based temporalization:

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0

1

2

3

4

5

1

17

33

49

65

81

97

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3

12

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14

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17

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19

3

20

9

22

5

24

1

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7

27

3

28

9

30

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32

1

33

7

35

3

PM

2.5

(to

ns)

Chittenden Co, VT: RWC 2011 Daily PM2.5

RWC: Annual -> dailyBased on: daily minimum T

Ag livestock NH3:Monthly -> hourlyBased on: T, wind, aerodynamic resistance

Page 7: Alexis Zubrow, Alison Eyth, Rich Masonacmg.seas.harvard.edu/presentations/aqast/jun2014/Day1...Alexis Zubrow, Alison Eyth, Rich Mason AQAST Conference, June 2014 1 The full NEI is

Distributions of emissions across space Typically county -> grid cell

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Oil & Gas surrogates for Northeast

CMV (C1 and C2) in Gulf

Page 8: Alexis Zubrow, Alison Eyth, Rich Masonacmg.seas.harvard.edu/presentations/aqast/jun2014/Day1...Alexis Zubrow, Alison Eyth, Rich Mason AQAST Conference, June 2014 1 The full NEI is

2011 modeling platform and 2018 projected emissions are primarily based on 2011 NEI v1◦ Received comments from S/L/Ts, environmental

groups and industry

Basis for EPA’s air analyses for rules and other purposes:◦ Transport of pollution across state boundaries ◦ Health risks from toxic emissions (e.g. 2011 NATA

v1) ◦ Criteria pollutant standards (e.g. O3 NAAQS

proposal) ◦ GHG co-benefits (e.g. EGU GHG proposal - 111d)

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Page 9: Alexis Zubrow, Alison Eyth, Rich Masonacmg.seas.harvard.edu/presentations/aqast/jun2014/Day1...Alexis Zubrow, Alison Eyth, Rich Mason AQAST Conference, June 2014 1 The full NEI is

Challenge with top-down analysis/emissions◦ Matching observations to sources and sectors

NEI has thousands of process codes-> 60 EIS sectors -> 19 modeling sectors

◦ Aligning the spatial and temporal scales of observations vs inventories

Short term goals◦ Improvements to temporalization◦ Improvements to spatial gridding◦ Comparisons against inter-annual trends

Long term goals◦ Improving international emissions◦ Identifying missing or under/over represented point

sources◦ Dynamic updates to inventories for operational forecasting◦ Developing between cycle emission platforms

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Page 10: Alexis Zubrow, Alison Eyth, Rich Masonacmg.seas.harvard.edu/presentations/aqast/jun2014/Day1...Alexis Zubrow, Alison Eyth, Rich Mason AQAST Conference, June 2014 1 The full NEI is

2011 NEI v1:http://www.epa.gov/ttn/chief/net/2011inventory.html

Emissions trends:www.epa.gov/ttn/chief/trends

2011 Emissions Modeling Platform:http://www.epa.gov/ttn/chief/emch/index.html#2011

My contact: [email protected]

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Page 11: Alexis Zubrow, Alison Eyth, Rich Masonacmg.seas.harvard.edu/presentations/aqast/jun2014/Day1...Alexis Zubrow, Alison Eyth, Rich Mason AQAST Conference, June 2014 1 The full NEI is

CMV – Commercial Marine Vehicles

EGU – Electric Generating Unit

EIS – Emissions Inventory System

NAAQS – National Ambient Air Quality Standards

NATA – National-Scale Air Toxics Assessment

NEI – National Emissions Inventory

RWC – Residential Wood Combustion

S/L/T – State/Local/Tribal

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