Personal exposure to ultrafine particles and responsible sources
International Centre for Indoor Environment and Energy Department of Civil Engineering
Technical University of Denmark
Gabriel Bekö
100 µm 2 nm Largest particle: 100 μm (10-4 m)
Smallest particle: 2 nm (0.002 μm or 10-9 m) 5 orders of magnitude
Size range of airborne particles
Ultrafine particles: <100nm (0.1 µm) Fine particles: 0.1 – 2.5 µm (PM2.5)
Coarse particles: >2.5 µm
Particles indoors
Thatcher et al. Aerosol Sci Technol, 2003
• particles emitted indoors (cooking, smoking, resuspension, textile fibers, skin flakes)
• ambient particles infiltrated indoors
• particles formed indoors through reactions of gas-phase precursors emitted both indoors and outdoors
(ozone/terpene reactions; Ozone/skin oil reactions
Humans emit particles
Humans replace their outer skin layer every 2 to 4 weeks
Milstone, J Derm Sci, 2004
One person emits:
• 200,000 – 600,000 skin flakes/min
• 30 – 90 mg skin flakes/h
Deposition model
Most Penetrating Particle Size 0.1 – 0.5 µm
Ultrafines: Able to reach the smaller airways of the lower respiratory tract Large surface area per unit mass
Toxic and carcinogenic substances
- polycyclic aromatic hydrocarbons (PAHs) - metals
Health Effects
Subjective responses:
• Irritation of eyes, nose, throat
• Dry skin sensation
• Odor and taste symptoms
• Headache
• Fatigue
• Dizziness
• Reduced capability to concentrate
• Reduced productivity
Health effects
Exception: Pollution from unvented burning of biofuels
• Epidemiological studies of mortality and morbidity show associations primarily with particles indoors generated outdoors.
• Poor correlations were found between ambient PM2.5 and personal exposure
• Is the ambient PM the most representative measure for exposure to PM?
• Health effects of indoor generated particles insufficiently documented
Riley et al., ES&T 2002; Chen & Zhao, Atmos Environ, 2011 WHO – causes of death
World Health Statistics: 2016, Mortality due to air pollution by disease type, p. 75
Globally in 2012
• Household Air Pollution from cooking with unclean fuels … caused 4.3 million deaths
• Outdoor air pollution caused 3 million deaths
• Among children under 5,
Household Air Pollution estimated to cause half of all pneumonia
deaths
WHO on Household Air Pollution
Unvented biomass burning – Developing countries
Sources of ultrafine particles
Outdoor sources Indoor sources
Which one do we inhale more of?
0 100000 200000 300000 400000 500000
1 10 100 1000
Mobilty equivalent diameter (nm)
frying sausages omelette, 3 events average
frying veg wok peeling tangerines peeling oranges frying onions dinner party + candles
frying
average background no active source
Courtesy: A. Wierzbicka, Lund U.
Number size distribution at peak concentrations from different activities in the apartment
Particles / cm3
0 3000 6000 9000 12000
1 10 100 1000
Mobility equivalent diameter (nm)
aparment occupancy time apartment average apartment no sources house average supermarket restaurant school A school B
Courtesy: A. Wierzbicka, Lund U.
Average number size distributions for various indoor environments
Particles / cm3
Inspection, Questionnaires
CO2, T, RH in bedroom and living room
2-weeks collection of settled dust on EDC for endotoxin, bacteria, mold and fungi
48-hour measurement of UFPs (10-300nm) in living room
Measurements in 56 Copenhagen homes
47768
10384 8154
0 10000 20000 30000 40000 50000 60000
Mean
Particle conc. (#/cm3)
Occupied awake Occupied asleep UnOccupied
Average PN concentration
Occupancy
Nights, unoccupied periods
Area under the curve = integrated exposure
Contribution of indoor sources
(%)
Location
59 USA
19 - 42 Beijing
47 USA
50-80 USA
58-69 Canada
66 Sweden
65 Denmark
Indoor sources explain about 65% of the total daily residential exposure
0 500,000 1,000,000 1,500,000 2,000,000 2,500,000 3,000,000 13
57 119 1315 1719 2123 25 2729 3133 3537 3941 4345 4749 51 5355
Daily Integrated Exposure (#/cm3.h/d)
Background Indoor Sources
Contribution of background and indoor sources
Time
Apportionment
N=28; Contr.=58%
N=37; Contr.=30%
Contribution of peaks/events
Bekö et al., ES&T 2013
Candle burning
Occurring in 50% of homes, on average 5 times a week, 2.3 hours a day
Causing elevated PN levels on average over 5.7 hours per day, 8.2 hours after a candle event.
Responsible for 70% of the total exposure from indoor sources 60% of total residential exposure
(incl. background from outdoor sources)
0 100,000 200,000 300,000 400,000 500,000 600,000 700,000
Soy wax. Organic, GMO free Palm wax. organic Pure candle wax Paraffin tealight candle Liquid paraffin Candle wax stick light Paraffin Candle wax Soy wax in a glass. Organic, GMO free Scented soy wax in a glass. Organic, GMO free
Average particle concentration (#/cm3)
UFP from candles
UFP from candles
0 50,000 100,000 150,000 200,000 250,000 300,000 350,000
0:00 0:30 1:00 1:30 2:00 2:30 3:00 3:30
Particle number conc (1/cm3 )
Time (min)
Glass Paraffin
0 20,000 40,000 60,000 80,000 100,000 120,000 140,000
0:00 0:30 1:00 1:30 2:00
Particle number conc (1/cm3 )
Time (min)
Glass Paraffin first time use
subsequent use
steady sooting
blown out
open window 5 min
steady sooting
0 100,000 200,000 300,000 400,000 500,000 600,000 700,000 800,000 900,000
Glass
Paraffin Glass Palm
Wax Glass Soya
Wax Glass
Stearin 60mm Powder Pressed
Par
Stearin60mm 22mm Extruder
Par
Stearin22mm Particle number conc (1/cm3 )
Mean PN conc. – 1-hr steady burn (subsequent use)
UFP from candles
Inspection, Questionnaires
CO2, T, RH in bedroom and living room
48-hour measurement of UFPs (10-300nm) in living room
Personal monitoring of UFP exposure + GPS
Measurements in 60 homes / 59 occupants
Concentration x Time
Personal monitor with GPS
0 2,000 4,000 6,000 8,000 10,000 12,000 14,000 16,000
Median PN concentration (#/cm3 ) HomeActive transport Passive transport Other indoor - building Other outdoor
12.5 (52.2%)
0.5(1.9%) 0.8(3.2%)
9.6(40.1%)
0.85(3.5%)
0 2 4 6 8 10 12 14
Average time spent (h/d)
HomeActive transport Passive transport Other indoor - buildings Other outdoor
Contribution of microenvironments
Location Median contrib.
to total (%)
In the home 50
Away from home 50
Active transport 1.8
Passive transport 5.4
Other indoor - buildings 41.5
Other outdoor 3.3
All indoors – buildings 90.6 All indoors incl. passive trans. 95.4
All outdoors 4.6
~50% of total exposure occurs in the home
Where do we get most of it from?
Bekö et al., Atm Env 2015
Where do YOU inhale most of it during the day?
0 50,000 100,000 150,000 200,000 250,000 300,000 350,000 office worker
biking postman bus driver retired person at
home retired person active
Daily Integrated Exposure (cm-3h/d)
Home
Active transport Passive transport Other indoor - buildings Other outdoor
winter 2011/12 spring 2013
The role of home
Average exposure within the home
Microvascular function, Lung function (FVC, FEV1), Biomarkers (inflammation; blood, urine, saliva) Winter 2012
Association between residential exposure and lung function, markers of inflammation and diabetes
When stratified, association confirmed for candle related exposure, not for cooking related exposure
Lung function and systemic effects
Spring 2013
Exposure outside the home (but not in the home)
associated with microvascular function and markers of inflammation
Traffic-generated UFP may be more potent regarding health effects than UFP from indoor sources
• Intervention (filtration) studies: conflicting results on the impact of UFP on microvascular function, lung function or biomarkers of inflammation
Never leave your home!
Stop that cooking frenzy – grab fast food!
Remember that not all winter days are Christmas days!
Remember to ventilate, esp. when indoor sources are present!
Summary & Recommendations for a healthier life
Thank you!
• A significant fraction (50%) of the total personal daily integrated exposure to UFP occurs within the home. Indoor sources significantly contribute to this exposure.
• Exposures indoors also dominate away from home. Outdoor sources may be responsible for a large fraction of this exposure.
• Outdoor particles may have more health effects than indoor generated particles, but Indoor UFP are likely to have important adverse effects.