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Particulate Matter from
Open-Lot Dairies and
Cattle Feeding
Western Dairy Air Quality Symposium
2015 Waste to Worth Conference
Brent W. Auvermann
Agenda
• Recent feedyard work (2013-14)
• Survey most recent literature (2010-15)
 Measurement methods
 Aerosol concentrations
 Emission rates and fluxes
 Health-related studies
Historical U. S. Emission Factors (IDM)
0
10
20
30
40
50
60
70
80
AP-42 (vacated) S. Parnell et al.
(1994)
C. B. Parnell et al.
(1999)
CARB (2004) Lange et al.
(2007)
Wanjura et al.
(2004)*
PM10EmissionFactor(lb/1,000hd-d)
75’ 75’50’ 50’30’ 30’
y
“El Nino” Has Not Been Helpful
• Rainiest June in many
years
• Consistent rains in
July
• Thunderstorm took
out one 50’ tower
• 7-acre pigweed-
control project
0
20
40
60
80
100
WEST EAST AVG
PM10EmissionFactor(lb/1,000hd-d)
Day 1 Day 2
POLLUTAN
T
Beef Dairy Notes
PM10
(lb/1,000 hd-d)
9-70
(numerous
sources)
4.4 (TAMU);
6.7 (CARB);
11.5
(SJVAPCD,
FSB);
26.5
(SJVAPCD,
OL)
EPA vacated the AFO emission
factors in AP-42 in the most recent
revision; SJVAPCD recognizes
differences between FSBs and
open lots; no interspecies
difference in PM10/TSP ratio
NH3-N
45-55% of N
fed
(numerous
sources)
0.047 lb/hd-d
(Mukhtar et al.,
2008)
0.098 lb/hd-d
(Flesch et al.,
2009)
Dairy range 0.0074-0.258 across
multiple authors; most dairy results
not expressed in terms of % of N
fed; beef values appear to be less
variable (due to fewer
permutations of sources?)
H2S
(lb/1,000 hd-d)
8.9 (Casey,
2008)
0.07 to 60
Oregon DEQ chose 15.7 for dairy;
dairy estimates span 3 orders of
magnitude; open lot emission
fluxes are low, but aggregate rate
is >75% of total; per-head basis
not satisfactory for open lots
Dairy/Feedyard PM, 2011-
2015
A Survey of Recent Research
Search Criteria
• Multiple databases
 EBSCO
 JSTOR
 ScienceDirect
 Web of Science
Search Criteria
• Search string
 {dust or particulate or PM or
aerosol or fugitive} AND
 {drylot or open lot or dairy or
feedyard or feedlot}
Summary
• #1: BIOAEROSOLS (50%)
 Inflammatory agents and endotoxin
 Microbial speciation & persistence
 Endocrine activation
Ravva et al. (2011)
• PLoS ONE 6(2):1-9
• Bacterial RNA sequencing
 Sonoma dairy vs. Modesto dairy
 Manure bacteria vs. aerosol bacteria
• Predominant airborne bacteria are
NOT predominant bacteria in manure
• Location dependent (but n=2)
Dungan et al. (2011)
• Journal of Animal Sci. 89(10):3300-9
• 10,000-head open/free-stall dairy
• Endotoxin, bacteria, and fungi
• Upwind & downwind (50m, 200m)
 50m: elevated concentrations
 200m: near background concentrations
 Endotoxin and bacteria ONLY
Adapted from Dungan et al. (2011)
Summary
• #2: OCCUPATIONAL HEALTH (30%)
 Pulmonary function of workers
 Characterization of PM
 Occupational exposure
 Endotoxin
 SYSTEMATIC REVIEW – Reynolds et al., 2013
Reynolds et al. (2013)
• Journal of Agromedicine 18(3):219ff
• Lung disorders linked to endotoxin exp.
• Obstructive changes “generally mild”
• Emerging evidence beyond endotoxin
• Parlor washing has measurable effect
• Protective effect of early-life exposure
Summary
• #3: CONCENTRATION MEASURES (24%)
 Cow allergen and dust vs. distance (D)
 PM concentrations (FY)
 Elemental concentrations (D)
 Barn concentrations vs. animal activity (D)
Williams et al. (2011)
Joo et al. (2013)
• Free-stall dairy barn, Washington state
• Pronounced seasonality for PM10
• TSP (not PM2.5 or PM10) weakly
correlated with animal activity
• Emission rates: 26-33 lb/1,000 hd-d PM10
Guo et al. (2011)
• Cattle feedyards in Kansas
• Confirmed MC = 20% for dust control
• Overwhelming evidence of coarse PM
• FP ratios in feedyard dust < urban
 PM10/TSP = 0.41
 PM2.5/TSP = 0.10
 PM2.5/PM10 = 0.29*
Marchant et al. (2011)
• Dairy PM emission rates (open lot + FS)
• PM10 EF = 33-55 lb/1,000 hd-d
• Two techniques
 Lidar mass-balance technique
 Inverse dispersion modeling
• EF (lidar) = 0.6 EF (IDM) for PM10
• Will use lidar on TX feedyard in Spr ‘15
Conclusions
• Significant attention to bioaerosols,
public and occupational health
 Systematic reviews
 Public exposure monitoring
 In vitro bioactivity assays
 Microbial markers of livestock
• Alternatives to IDM for flux estimation

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Particulate matter from open lot dairies and cattle feeding: recent developments

  • 1. Particulate Matter from Open-Lot Dairies and Cattle Feeding Western Dairy Air Quality Symposium 2015 Waste to Worth Conference Brent W. Auvermann
  • 2. Agenda • Recent feedyard work (2013-14) • Survey most recent literature (2010-15)  Measurement methods  Aerosol concentrations  Emission rates and fluxes  Health-related studies
  • 3. Historical U. S. Emission Factors (IDM) 0 10 20 30 40 50 60 70 80 AP-42 (vacated) S. Parnell et al. (1994) C. B. Parnell et al. (1999) CARB (2004) Lange et al. (2007) Wanjura et al. (2004)* PM10EmissionFactor(lb/1,000hd-d)
  • 4.
  • 6.
  • 7.
  • 8.
  • 9. “El Nino” Has Not Been Helpful • Rainiest June in many years • Consistent rains in July • Thunderstorm took out one 50’ tower • 7-acre pigweed- control project
  • 11. POLLUTAN T Beef Dairy Notes PM10 (lb/1,000 hd-d) 9-70 (numerous sources) 4.4 (TAMU); 6.7 (CARB); 11.5 (SJVAPCD, FSB); 26.5 (SJVAPCD, OL) EPA vacated the AFO emission factors in AP-42 in the most recent revision; SJVAPCD recognizes differences between FSBs and open lots; no interspecies difference in PM10/TSP ratio NH3-N 45-55% of N fed (numerous sources) 0.047 lb/hd-d (Mukhtar et al., 2008) 0.098 lb/hd-d (Flesch et al., 2009) Dairy range 0.0074-0.258 across multiple authors; most dairy results not expressed in terms of % of N fed; beef values appear to be less variable (due to fewer permutations of sources?) H2S (lb/1,000 hd-d) 8.9 (Casey, 2008) 0.07 to 60 Oregon DEQ chose 15.7 for dairy; dairy estimates span 3 orders of magnitude; open lot emission fluxes are low, but aggregate rate is >75% of total; per-head basis not satisfactory for open lots
  • 12. Dairy/Feedyard PM, 2011- 2015 A Survey of Recent Research
  • 13. Search Criteria • Multiple databases  EBSCO  JSTOR  ScienceDirect  Web of Science
  • 14. Search Criteria • Search string  {dust or particulate or PM or aerosol or fugitive} AND  {drylot or open lot or dairy or feedyard or feedlot}
  • 15. Summary • #1: BIOAEROSOLS (50%)  Inflammatory agents and endotoxin  Microbial speciation & persistence  Endocrine activation
  • 16. Ravva et al. (2011) • PLoS ONE 6(2):1-9 • Bacterial RNA sequencing  Sonoma dairy vs. Modesto dairy  Manure bacteria vs. aerosol bacteria • Predominant airborne bacteria are NOT predominant bacteria in manure • Location dependent (but n=2)
  • 17. Dungan et al. (2011) • Journal of Animal Sci. 89(10):3300-9 • 10,000-head open/free-stall dairy • Endotoxin, bacteria, and fungi • Upwind & downwind (50m, 200m)  50m: elevated concentrations  200m: near background concentrations  Endotoxin and bacteria ONLY
  • 18. Adapted from Dungan et al. (2011)
  • 19. Summary • #2: OCCUPATIONAL HEALTH (30%)  Pulmonary function of workers  Characterization of PM  Occupational exposure  Endotoxin  SYSTEMATIC REVIEW – Reynolds et al., 2013
  • 20. Reynolds et al. (2013) • Journal of Agromedicine 18(3):219ff • Lung disorders linked to endotoxin exp. • Obstructive changes “generally mild” • Emerging evidence beyond endotoxin • Parlor washing has measurable effect • Protective effect of early-life exposure
  • 21. Summary • #3: CONCENTRATION MEASURES (24%)  Cow allergen and dust vs. distance (D)  PM concentrations (FY)  Elemental concentrations (D)  Barn concentrations vs. animal activity (D)
  • 22. Williams et al. (2011)
  • 23. Joo et al. (2013) • Free-stall dairy barn, Washington state • Pronounced seasonality for PM10 • TSP (not PM2.5 or PM10) weakly correlated with animal activity • Emission rates: 26-33 lb/1,000 hd-d PM10
  • 24. Guo et al. (2011) • Cattle feedyards in Kansas • Confirmed MC = 20% for dust control • Overwhelming evidence of coarse PM • FP ratios in feedyard dust < urban  PM10/TSP = 0.41  PM2.5/TSP = 0.10  PM2.5/PM10 = 0.29*
  • 25. Marchant et al. (2011) • Dairy PM emission rates (open lot + FS) • PM10 EF = 33-55 lb/1,000 hd-d • Two techniques  Lidar mass-balance technique  Inverse dispersion modeling • EF (lidar) = 0.6 EF (IDM) for PM10 • Will use lidar on TX feedyard in Spr ‘15
  • 26. Conclusions • Significant attention to bioaerosols, public and occupational health  Systematic reviews  Public exposure monitoring  In vitro bioactivity assays  Microbial markers of livestock • Alternatives to IDM for flux estimation