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Chasing Aerosol Particles Down to Nano Sizes Armin Sorooshian Chemical & Environmental Engineering Atmospheric Sciences University of Arizona ERC Seminar 13 June 2013
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Page 1: Chasing Aerosol Particles Down to Nano Sizes€¦ · Chasing Aerosol Particles Down to Nano Sizes Armin Sorooshian Chemical & Environmental Engineering Atmospheric Sciences University

Chasing Aerosol Particles Down to Nano Sizes

Armin Sorooshian Chemical & Environmental Engineering

Atmospheric Sciences

University of Arizona ERC Seminar

13 June 2013

Page 2: Chasing Aerosol Particles Down to Nano Sizes€¦ · Chasing Aerosol Particles Down to Nano Sizes Armin Sorooshian Chemical & Environmental Engineering Atmospheric Sciences University
Page 3: Chasing Aerosol Particles Down to Nano Sizes€¦ · Chasing Aerosol Particles Down to Nano Sizes Armin Sorooshian Chemical & Environmental Engineering Atmospheric Sciences University

Outline of Talk

1. What are aerosol particles and why

should we care about them?

2. What are some relevant aerosol

properties, physical transformations,

and measurement techniques for

determining their effects in the work

environment?

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What are aerosol particles?

Page 5: Chasing Aerosol Particles Down to Nano Sizes€¦ · Chasing Aerosol Particles Down to Nano Sizes Armin Sorooshian Chemical & Environmental Engineering Atmospheric Sciences University

Why should we care about particles? Visibility, Public Health/Welfare

Increased

aerosol

concentrations

Cannot see

mountains

Aerosols directly interact with solar radiation via absorbance and scattering Optical Properties = f (size, shape, composition)

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The Physical Basis for Aerosol Effects on Clouds

Clean

(Less Aerosol) Polluted

(More Aerosol)

(1st indirect effect)

Twomey (1974)

Less efficient

collision

coalescence

Suppressed

precipitation

generation

(2nd indirect effect)

Albrecht (1989)

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Ship tracks off coast of

California (22 July 2011)

Visual demonstration of aerosol-cloud interactions

Courtesy: NASA (MODIS TERRA)

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IPCC, 2007

Aerosols and Climate Change

Largest uncertainty: aerosols

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Why should we care about particles? Health

Page 10: Chasing Aerosol Particles Down to Nano Sizes€¦ · Chasing Aerosol Particles Down to Nano Sizes Armin Sorooshian Chemical & Environmental Engineering Atmospheric Sciences University

Why should we care about particles? Health

Drug Delivery

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The Focus Particles in the Semiconductor Manufacturing Work

Environment

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Particles in the workplace

Web of Science Searches

Keywords: “Aerosol”, “Semiconductor”, “Health” = 2 papers

Keywords: “Particle”, “Semiconductor”, “Health” = 12 papers

Nanoparticles

(1) have a potentially high efficiency for deposition

(2) target both the upper/lower regions of the respiratory tract

(3) are retained in the lungs for a long period of time

(4) induce more oxidative stress and cause greater

inflammatory effects than their larger fine-sized equivalents

Madl and Pinkerton, 2009, Critical Reviews in Toxicology

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Particles in the workplace: From aerosolization to final health impact

Madl and Pinkerton, 2009, Critical Reviews in Toxicology

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Respiratory Deposition

Pope and Dockery (2006). JAWMA

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A critical aerosol measurement: The size distribution

Page 16: Chasing Aerosol Particles Down to Nano Sizes€¦ · Chasing Aerosol Particles Down to Nano Sizes Armin Sorooshian Chemical & Environmental Engineering Atmospheric Sciences University

Aerosol Size Spectrum

Seinfeld & Pandis, 2006

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Aerosol Instrumentation: Differential Mobility Analyzer

Page 18: Chasing Aerosol Particles Down to Nano Sizes€¦ · Chasing Aerosol Particles Down to Nano Sizes Armin Sorooshian Chemical & Environmental Engineering Atmospheric Sciences University

Aerosol Instrumentation: CN Counter

Hinds, 1999

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Ambient Size Distributions: Urban

# Concentration dominated by small particles (< 0.1 micron)

VERY high concentrations by sources with rapid decline with distance (e.g. freeways)

Sources: soil dust, sea salt, fly ash, tire wear particles, secondary organics/sulfate/nitrate

Gas-to-particle

conversion

processes

preferentially occur

where the most

surface is

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ICARTT: Conesville Power Plant Study (8/9/2004)

Cleveland, Ohio

Page 21: Chasing Aerosol Particles Down to Nano Sizes€¦ · Chasing Aerosol Particles Down to Nano Sizes Armin Sorooshian Chemical & Environmental Engineering Atmospheric Sciences University

Evolution of Aerosol Size Distribution

Sorooshian et al. (2006), J. Geophysical Research

Page 22: Chasing Aerosol Particles Down to Nano Sizes€¦ · Chasing Aerosol Particles Down to Nano Sizes Armin Sorooshian Chemical & Environmental Engineering Atmospheric Sciences University

Field Work

POINT SUR Ambient example of a

nucleation burst over the

ocean as measured by a size

distribution instrument on a

Twin Otter aircraft

Wonaschuetz et al. (2013), Atmos. Chem. Phys. Disc.

Page 23: Chasing Aerosol Particles Down to Nano Sizes€¦ · Chasing Aerosol Particles Down to Nano Sizes Armin Sorooshian Chemical & Environmental Engineering Atmospheric Sciences University

Size dictates capture mechanisms: (i) Filtration

Page 24: Chasing Aerosol Particles Down to Nano Sizes€¦ · Chasing Aerosol Particles Down to Nano Sizes Armin Sorooshian Chemical & Environmental Engineering Atmospheric Sciences University

Filtration

Hinds, 1999

Six basic deposition mechanisms: inertial impaction, interception, diffusion,

gravitational settling, electrostatic forces, interception of diffusing particles (“DR”)

solidity thickness face velocity

Page 25: Chasing Aerosol Particles Down to Nano Sizes€¦ · Chasing Aerosol Particles Down to Nano Sizes Armin Sorooshian Chemical & Environmental Engineering Atmospheric Sciences University

Size dictates capture mechanisms: (ii) Human respiratory system

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Respiratory Deposition

Head Airways

Trachea and bronchi

Alveoli

This is where the gas

exchange between air

and blood stream

happens

Page 27: Chasing Aerosol Particles Down to Nano Sizes€¦ · Chasing Aerosol Particles Down to Nano Sizes Armin Sorooshian Chemical & Environmental Engineering Atmospheric Sciences University

Deposition Upon Inhalation

Park and Wexler (2008). J. Aerosol Science

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Respiratory Deposition

Fine particle

deposition by

diffusion

Coarse particle

deposition by

impaction

Medium-sized

particles can settle (if

they make it that far)

Hinds, 1999

Page 29: Chasing Aerosol Particles Down to Nano Sizes€¦ · Chasing Aerosol Particles Down to Nano Sizes Armin Sorooshian Chemical & Environmental Engineering Atmospheric Sciences University

Respiratory Deposition

Hinds, 1999

Page 30: Chasing Aerosol Particles Down to Nano Sizes€¦ · Chasing Aerosol Particles Down to Nano Sizes Armin Sorooshian Chemical & Environmental Engineering Atmospheric Sciences University

Respiratory Deposition

Friedlander: “Smoke, Dust,

and Haze: Fundamentals

of Aerosol Dynamics”,

Second Edition, Oxford

University Press, Inc. 2000

Typical aerosol

volume

distributions in a

nice city to live in

Page 31: Chasing Aerosol Particles Down to Nano Sizes€¦ · Chasing Aerosol Particles Down to Nano Sizes Armin Sorooshian Chemical & Environmental Engineering Atmospheric Sciences University

Respiratory Deposition

Page 32: Chasing Aerosol Particles Down to Nano Sizes€¦ · Chasing Aerosol Particles Down to Nano Sizes Armin Sorooshian Chemical & Environmental Engineering Atmospheric Sciences University

Size dictates capture mechanisms: (ii) Human respiratory system

But the size of particles may change upon inhalation!

Why?

Page 33: Chasing Aerosol Particles Down to Nano Sizes€¦ · Chasing Aerosol Particles Down to Nano Sizes Armin Sorooshian Chemical & Environmental Engineering Atmospheric Sciences University

3.0

2.5

2.0

1.5

1.0

GF

(A

mm

oniu

m S

ulfa

te)

10080604020

RH (%)

Sub-saturated Water-Uptake

Deliquescence

RH Efflorescence

RH

Growth factor = Dp,wet

Dp,dry

Page 34: Chasing Aerosol Particles Down to Nano Sizes€¦ · Chasing Aerosol Particles Down to Nano Sizes Armin Sorooshian Chemical & Environmental Engineering Atmospheric Sciences University

Gib

bs F

ree

En

erg

y

1009080706050

RH (%)

T, p = constant

Sub-saturated Water-Uptake

Solid

DRH

Gibbs free energy

of solid salt and

its aqueous

solution are equal

at DRH

Page 35: Chasing Aerosol Particles Down to Nano Sizes€¦ · Chasing Aerosol Particles Down to Nano Sizes Armin Sorooshian Chemical & Environmental Engineering Atmospheric Sciences University

Aerosol Thermodynamics

Seinfeld & Pandis, 2006

Page 36: Chasing Aerosol Particles Down to Nano Sizes€¦ · Chasing Aerosol Particles Down to Nano Sizes Armin Sorooshian Chemical & Environmental Engineering Atmospheric Sciences University

Aerosol Thermodynamics

Seinfeld & Pandis, 2006

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The important effect of composition on water uptake

Hersey et al. (2009), Atmospheric Chemistry and Physics

Page 38: Chasing Aerosol Particles Down to Nano Sizes€¦ · Chasing Aerosol Particles Down to Nano Sizes Armin Sorooshian Chemical & Environmental Engineering Atmospheric Sciences University

Aerosol Instrumentation: Hygroscopic Tandem Differential Mobility Analyzer

Source: http://www.cas.manchester.ac.uk/

Page 39: Chasing Aerosol Particles Down to Nano Sizes€¦ · Chasing Aerosol Particles Down to Nano Sizes Armin Sorooshian Chemical & Environmental Engineering Atmospheric Sciences University

{ Drying

Charging

Particle size selection

{ Humidification

{ Particle sizing

Differential Aerosol Sizing and Hygroscopicity Spectrometer

Probe (DASH-SP)

Sorooshian et al., 2008 (Aerosol Science and Technology)

Page 40: Chasing Aerosol Particles Down to Nano Sizes€¦ · Chasing Aerosol Particles Down to Nano Sizes Armin Sorooshian Chemical & Environmental Engineering Atmospheric Sciences University

Field Experiment Case Studies of Particle Size, Composition, and Hygroscopicity

Page 41: Chasing Aerosol Particles Down to Nano Sizes€¦ · Chasing Aerosol Particles Down to Nano Sizes Armin Sorooshian Chemical & Environmental Engineering Atmospheric Sciences University

Impaction: Cascade Impactor

Kulkarni, Baron, and WiIleke, Aerosol Measurement (2011)

Page 42: Chasing Aerosol Particles Down to Nano Sizes€¦ · Chasing Aerosol Particles Down to Nano Sizes Armin Sorooshian Chemical & Environmental Engineering Atmospheric Sciences University

Arizona – Mine Tailings and Smelter Emissions

Csavina et al. (2011), Water Air Soil Pollut.

Sorooshian et al. (2012), Environ. Sci. Technol.

Page 43: Chasing Aerosol Particles Down to Nano Sizes€¦ · Chasing Aerosol Particles Down to Nano Sizes Armin Sorooshian Chemical & Environmental Engineering Atmospheric Sciences University

Los Angeles Basin: Surface Measurements in 2009

Hersey et al. (2011), Atmos. Chem. Phys.

Page 44: Chasing Aerosol Particles Down to Nano Sizes€¦ · Chasing Aerosol Particles Down to Nano Sizes Armin Sorooshian Chemical & Environmental Engineering Atmospheric Sciences University

Aerosol Hygroscopicity During RF18 (DC-8) / Colorado / Smoke Flight

Restructuring of smoke particles

causing sub-1.0 GFs?

“Restructuring”

GFs suppressed in

smoke-enhanced

boundary layer

Dry Dp = 225 nm

RH = 75%

Page 45: Chasing Aerosol Particles Down to Nano Sizes€¦ · Chasing Aerosol Particles Down to Nano Sizes Armin Sorooshian Chemical & Environmental Engineering Atmospheric Sciences University

Thank you for your attention…

Page 46: Chasing Aerosol Particles Down to Nano Sizes€¦ · Chasing Aerosol Particles Down to Nano Sizes Armin Sorooshian Chemical & Environmental Engineering Atmospheric Sciences University

MASE I

MASE II

E-PEACE

DC3

GoMACCS

ICARTT

PACO

CalNex

MASE I

MASE II

TACO

Surface and Airborne Measurements

Page 47: Chasing Aerosol Particles Down to Nano Sizes€¦ · Chasing Aerosol Particles Down to Nano Sizes Armin Sorooshian Chemical & Environmental Engineering Atmospheric Sciences University

Particle Shapes

Hinds, 1999

Page 48: Chasing Aerosol Particles Down to Nano Sizes€¦ · Chasing Aerosol Particles Down to Nano Sizes Armin Sorooshian Chemical & Environmental Engineering Atmospheric Sciences University

Secondary Organic Aerosol (SOA) Green = organics; Red = sulfate; Blue = nitrate; Orange = ammonium

Excludes black carbon and dust

Zhang et al. (2007), Geophys. Res. Lett.

Page 49: Chasing Aerosol Particles Down to Nano Sizes€¦ · Chasing Aerosol Particles Down to Nano Sizes Armin Sorooshian Chemical & Environmental Engineering Atmospheric Sciences University

Adhesion

Hinds, 1999

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Adhesion

Hinds, 1999

Page 51: Chasing Aerosol Particles Down to Nano Sizes€¦ · Chasing Aerosol Particles Down to Nano Sizes Armin Sorooshian Chemical & Environmental Engineering Atmospheric Sciences University

Adhesion/Detachment

Clips: http://serc.carleton.edu/NAGTWorkshops/geomorph/visualizations/soil_erosion.html

Page 52: Chasing Aerosol Particles Down to Nano Sizes€¦ · Chasing Aerosol Particles Down to Nano Sizes Armin Sorooshian Chemical & Environmental Engineering Atmospheric Sciences University

Processed

Particle

Water Uptake

Evaporation

PA(g) A(aq)

Aqueous-Phase Processing

Particle

Altered size and

composition

Reaction

B(aq) PB(g)

Composition helps predict size and drop nucleating

potential

Models currently suffer from improper treatment of

aqueous processing to modify aerosol properties


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