A wearable real-time particulate monitor demonstrates that soaking hay reduces dust exposure.
Abstract: Affordable particulate matter (PM) monitors suitable for use on horses will facilitate the evaluation of PM mitigation methods and improve the management of equine asthma. Objective: Calibrate a real-time wearable PM monitor (Black Beauty [BB]) and compare the PM exposures of horses fed dry or soaked hay. Methods: Laboratory calibration; complete cross-over feed trial. Methods: Side-by-side sampling with BB monitors and tapered element oscillating microbalances (TEOMs) was performed under varying concentrations of PM from alfalfa hay. Linear regression was used to derive a calibration formula for each unit based on TEOM PM measurements. Precision was evaluated by calculating the coefficient of variation and pairwise correlation coefficients between three BB monitors. PM exposure was measured at the breathing zone of 10 horses for 8 h after they were fed dry or soaked hay. Repeated measures generalised linear models were constructed to determine the effect of hay treatment and measurement duration (initial 20-min vs. 8-h) upon exposure to PM with diameters smaller than or equal to 10 μm (PM) and 2.5 μm (PM). Results: BB monitor PM and PM measurements were linearly correlated with TEOM data (coefficient of determination r > 0.85 and r > 0.90 respectively), but underestimated PM mass concentrations by a factor of 4 and PM concentrations by a factor of 44. Measures from the three BB monitors had a coefficient of variation 0.98. Feeding soaked hay significantly reduced average PM exposures (20-min: dry: 160 μg/m, soaked: 53 μg/m, p < 0.0001; 8-h: dry: 76 μg/m, soaked: 31 μg/m, p = 0.0008) and PM10 exposures (20-min: dry: 2829 μg/m, soaked: 970 μg/m, p < 0.0001; 8-h: dry: 1581 μg/m, soaked: 488 μg/m, p = 0.008). Conclusions: No health outcome measures were collected. Conclusions: With appropriate corrections, the BB monitor can be used to estimate horse PM exposure. While 20-min measurements yielded higher estimates of exposure than 8-h measurements, both intervals demonstrate that soaking hay reduces PM exposures by more than 50%.
© 2024 The Author(s). Equine Veterinary Journal published by John Wiley & Sons Ltd on behalf of EVJ Ltd.
Publication Date: 2024-10-27 PubMed ID: 39463012DOI: 10.1111/evj.14425Google Scholar: Lookup
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Summary
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This study calibrated wearable particulate monitors to measure real-time exposure to particulate matter (PM) in horses. The researchers found that feeding horses with soaked hay significantly reduces their exposure to PM compared to dry hay.
Calibrating the Particulate Monitor
- The study maintained the objectivity of calibrating a real-time wearable PM monitor named Black Beauty (BB).
- They used laboratory calibration and a complete cross-over feed trial.
- The authors conducted side-by-side sampling with BB monitors and tapered element oscillating microbalances (TEOMs) under varying concentrations of PM from alfalfa hay.
- The data received from the monitors were subjected to linear regression to derive a calibration formula, based on the TEOM PM measurements.
- To evaluate precision, the coefficient of variation and pairwise correlation coefficients between three BB monitors were calculated.
Measuring PM Exposure
- The PM exposure was measured at the breathing zone of 10 horses for 8 hours after they were fed with either dry or soaked hay.
- Repeated measures generalized linear models were used to determine the impact of hay treatment and the measurement duration (20-minute vs. 8-hour) on the PM exposure.
- PM measurements were categorized into PM with diameters less than or equal to 10 micrometers (PM10) and 2.5 micrometers (PM2.5).
Results
- The PM and PM10 measurements by the BB monitor were found to be linearly correlated with the TEOM data, but the BB monitor underestimated PM mass concentrations.
- The measures from the three BB monitors showed a coefficient of variation of less than 15% and pairwise correlation coefficients higher than 0.98, demonstrating good reliability and reproducibility.
- Feeding soaked hay significantly reduced average PM and PM10 exposures in contrast to dry hay, showing more than a 50% reduction.
Conclusion
- The study concluded that after necessary corrections, the BB monitor can be used to estimate horse PM exposure accurately.
- It was noted that while 20-minute measurements showed higher estimates of exposure than 8-hour measurements, both intervals confirmed that soaking hay reduces PM exposures substantially.
- However, no health outcome measures were included in this study to elaborate on the potential health impact of reduced PM exposure.
Cite This Article
APA
Ivester KM, Ni JQ, Couetil LL, Peters TM, Tatum M, Willems L, Park JH.
(2024).
A wearable real-time particulate monitor demonstrates that soaking hay reduces dust exposure.
Equine Vet J.
https://doi.org/10.1111/evj.14425 Publication
Researcher Affiliations
- College of Veterinary Medicine, Purdue University, West Lafayette, Indiana, USA.
- Department of Agricultural and Biological Engineering, Purdue University, West Lafayette, Indiana, USA.
- College of Veterinary Medicine, Purdue University, West Lafayette, Indiana, USA.
- Department of Occupational and Environmental Health, University of Iowa, Iowa City, Iowa, USA.
- Department of Occupational and Environmental Health, University of Iowa, Iowa City, Iowa, USA.
- College of Veterinary Medicine, Purdue University, West Lafayette, Indiana, USA.
- School of Health Sciences, Purdue University, West Lafayette, Indiana, USA.
Grant Funding
- 7000907 / USDA National Institue of Food and Agriculture Hatch Project
- State of Indiana and Purdue University College of Veterinary Medicine Research Account
- 210553 / Grayson-Jockey Club Research Foundation
References
This article includes 39 references
- Deaton CM, Deaton L, Jose‐Cunilleras E, Vincent TL, Baird AW, Dacre K. Early onset airway obstruction in response to organic dust in the horse.. J Appl Physiol 1985;2007(102):1071–1077.
- Couetil LL, Cardwell JM, Gerber V, Lavoie JP, Leguillette R, Richard EA. Inflammatory airway disease of horses—revised consensus statement.. J Vet Intern Med 2016;30:503–515.
- Leclere M, Lavoie‐Lamoureux A, Lavoie J‐P. Heaves, an asthma‐like disease of horses.. Respirology 2011;16:1027–1046.
- Ivester KM, Couetil LL, Zimmerman NJ. Investigating the link between particulate exposure and airway inflammation in the horse.. J Vet Intern Med 2014;28:1653–1665.
- Ivester KM, Couetil LL, Moore GE. An observational study of environmental exposures, airway cytology, and performance in racing thoroughbreds.. J Vet Intern Med 2018;32:1754–1762.
- Ivester KM, Couetil LL, Moore GE, Zimmerman NJ, Raskin RE. Environmental exposures and airway inflammation in young thoroughbred horses.. J Vet Intern Med 2014;28:918–924.
- Millerick‐May ML, Karmaus W, Derksen FJ, Berthold B, Holcombe SJ, Robinson NE. Local airborne particulate concentration is associated with visible tracheal mucus in thoroughbred racehorses.. Equine Vet J 2013;45:85–90.
- Millerick‐May ML, Karmaus W, Derksen FJ, Berthold B, Robinson NE. Airborne particulates (pm10) and tracheal mucus: a case‐control study at an american thoroughbred racetrack.. Equine Vet J 2015;47:410–414.
- McGorum BC, Ellison J, Cullen RT. Total and respirable airborne dust endotoxin concentrations in three equine management systems.. Equine Vet J 1998;30:430–434.
- Olave CJ, Ivester KM, Couetil LL, Franco‐Marmolejo J, Mukhopadhyay A, Robinson JP. Effects of forages, dust exposure and proresolving lipids on airway inflammation in horses.. Am J Vet Res 2021;83:153–161.
- Olave CJ, Ivester KM, Couetil LL, Kritchevsky JE, Tinkler SH, Mukhopadhyay A. Dust exposure and pulmonary inflammation in standardbred racehorses fed dry hay or haylage: a pilot study.. Vet J 2021;271:105654.
- Pirie RS, McLachlan G, McGorum BC. Evaluation of nebulised hay dust suspensions (hds) for the diagnosis and investigation of heaves. 1: Preparation and composition of hds.. Equine Vet J 2002;34:332–336.
- Glatter M, Bochnia M, Wensch‐Dorendorf M, Greef JM, Zeyner A. Feed intake parameters of horses fed soaked or steamed hay and hygienic quality of hay stored following treatment.. Animals 2021;11:2729.
- Moore‐Colyer MJ, Taylor JL, James R. The effect of steaming and soaking on the respirable particle, bacteria, mould, and nutrient content in hay for horses.. J Equine Vet Sci 2016;39:62–68.
- Moore‐Colyer MJS, Lumbis K, Longland A, Harris P. The effect of five different wetting treatments on the nutrient content and microbial concentration in hay for horses.. PLoS One 2014;9:e114079.
- Clements JM, Pirie RS. Respirable dust concentrations in equine stables. Part 2: the benefits of soaking hay and optimising the environment in a neighbouring stable.. Res Vet Sci 2007;83:263–268.
- Ivester KM, Smith K, Moore GE, Zimmerman NJ, Couetilt LL. Variability in particulate concentrations in a horse training barn over time.. Equine Vet J 2012;44(S43):51–56.
- Sousan S, Koehler K, Hallett L, Peters TM. Evaluation of the alphasense optical particle counter (opc‐n2) and the grimm portable aerosol spectrometer (pas‐1.108).. Aerosol Sci Tech 2016;50:1352–1365.
- Sousan S, Koehler K, Thomas G, Park JH, Hillman M, Halterman A. Inter‐comparison of low‐cost sensors for measuring the mass concentration of occupational aerosols.. Aerosol Sci Tech 2016;50:462–473.
- Castell N, Dauge FR, Schneider P, Vogt M, Lerner U, Fishbain B. Can commercial low‐cost sensor platforms contribute to air quality monitoring and exposure estimates?. Environ Int 2017;99:293–302.
- Vercellino RJ, Sleeth DK, Handy RG, Min KT, Collingwood SC. Laboratory evaluation of a low‐cost, real‐time, aerosol multi‐sensor.. J Occup Environ Hyg 2018;15:559–567.
- Wang Y, Li J, Jing H, Zhang Q, Jiang J, Biswas P. Laboratory evaluation and calibration of three low‐cost particle sensors for particulate matter measurement.. Aerosol Sci Tech 2015;49:1063–1077.
- Sousan S, Koehler K, Hallett L, Peters TM. Evaluation of consumer monitors to measure particulate matter.. J Aerosol Sci 2017;107:123–133.
- Bulot FMJ, Johnston SJ, Basford PJ, Easton NHC, Apetroaie‐Cristea M, Foster GL. Long‐term field comparison of multiple low‐cost particulate matter sensors in an outdoor urban environment.. Sci Rep 2019;9:7497.
- Giordano MR, Malings C, Pandis SN, Presto AA, McNeill VF, Westervelt DM. From low‐cost sensors to high‐quality data: a summary of challenges and best practices for effectively calibrating low‐cost particulate matter mass sensors.. J Aerosol Sci 2021;158:105833.
- Gramsch E, Oyola P, Reyes F, Vásquez Y, Rubio MA, Soto C. Influence of particle composition and size on the accuracy of low cost pm sensors: findings from field campaigns.. Front Environ Sci 2021;9:751267.
- USEPA. List of designated reference and equivalent methods.. Vol 75. Research Triangle Park, NC: Office of Research and Development; 2022.
- Ni J‐Q, Liu S, Diehl CA, Lim T‐T, Bogan BW, Chen L. Emission factors and characteristics of ammonia, hydrogen sulfide, carbon dioxide, and particulate matter at two high‐rise layer hen houses.. Atmos Environ 2017;154:260–273.
- Badura M, Batog P, Drzeniecka‐Osiadacz A, Modzel P. Regression methods in the calibration of low‐cost sensors for ambient particulate matter measurements.. SN Appl Sci 2019;1:622.
- Olave CJ, Ivester KM, Couetil LL, Burgess J, Park JH, Mukhopadhyay A. Effects of low‐dust forages on dust exposure, airway cytology, and plasma omega‐3 concentrations in thoroughbred racehorses: a randomized clinical trial.. J Vet Intern Med 2023;37:338–348.
- Duvall R, Clements A, Hagler G, Kamal A, Kilaru V, Goodman L. Performance testing protocols, metrics, and target values for fine particulate matter air sensors: use in ambient, outdoor, fixed site, non‐regulatory supplemental and informational monitoring applications.. Washington, DC: U.S. Environmental Protection Agency, Office of Research and Development; 2021.
- Jiang Y, Zhu X, Chen C, Ge Y, Wang W, Zhao Z. On‐field test and data calibration of a low‐cost sensor for fine particles exposure assessment.. Ecotoxicol Environ Saf 2021;211:111958.
- Sousan S, Regmi S, Park YM. Laboratory evaluation of low‐cost optical particle counters for environmental and occupational exposures.. Sensors 2021;21:4146.
- Ciuzas D, Prasauskas T, Krugly E, Sidaraviciute R, Jurelionis A, Seduikyte L. Characterization of indoor aerosol temporal variations for the real‐time management of indoor air quality.. Atmos Environ 2015;118:107–117.
- Ni JQ, Erasmus MA, Croney CC, Li C, Li Y. A critical review of advancement in scientific research on food animal welfare‐related air pollution.. J Hazard Mater 2021;408:124468.
- Levy Zamora M, Xiong F, Gentner D, Kerkez B, Kohrman‐Glaser J, Koehler K. Field and laboratory evaluations of the low‐cost plantower particulate matter sensor.. Environ Sci Technol 2019;53:838–849.
- Jones S, Anthony TR, Sousan S, Altmaier R, Park JH, Peters TM. Evaluation of a low‐cost aerosol sensor to assess dust concentrations in a swine building.. Ann Occup Hyg 2016;60:597–607.
- Clements JM, Pirie RS. Respirable dust concentrations in equine stables. Part 1: validation of equipment and effect of various management systems.. Res Vet Sci 2007;83:256–262.
- Westerfeld R, Payette F, Dubuc V, Manguin E, Picotte K, Beauchamp G. Effects of soaked hay on lung function and airway inflammation in horses with severe asthma.. J Vet Intern Med 2023;38:469–476.
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