Accurate, Low Cost PM<sub>2.5</sub> Measurements Demonstrate the Large Spatial Variation in Wood Smoke Pollution in Regional Australia and Improve Modeling and Estimates of Health Costs

The accuracy and utility of low-cost PM<sub>2.5</sub> sensors was evaluated for measuring spatial variation and modeling population exposure to PM<sub>2.5</sub> pollution from domestic wood-heating (DWH) in Armidale, a regional town in New South Wales (NSW), Australia, to obt...

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Main Author: Dorothy L. Robinson
Format: Article
Language:English
Published: MDPI AG 2020-08-01
Series:Atmosphere
Subjects:
Online Access:https://www.mdpi.com/2073-4433/11/8/856
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spelling doaj-774d9160f3e04b8b9604f4e231cfff9d2020-11-25T03:34:42ZengMDPI AGAtmosphere2073-44332020-08-011185685610.3390/atmos11080856Accurate, Low Cost PM<sub>2.5</sub> Measurements Demonstrate the Large Spatial Variation in Wood Smoke Pollution in Regional Australia and Improve Modeling and Estimates of Health CostsDorothy L. Robinson0Adjunct Senior Research Fellow, University of New England, Armidale, NSW 2351, AustraliaThe accuracy and utility of low-cost PM<sub>2.5</sub> sensors was evaluated for measuring spatial variation and modeling population exposure to PM<sub>2.5</sub> pollution from domestic wood-heating (DWH) in Armidale, a regional town in New South Wales (NSW), Australia, to obtain estimates of health costs and mortality. Eleven ‘PurpleAir’ (PA) monitors were deployed, including five located part of the time at the NSW government station (NSWGov) to derive calibration equations. Calibrated PA PM<sub>2.5</sub> were almost identical to the NSWGov tapered element oscillating microbalance (TEOM) and Armidale Regional Council’s 2017 DustTrak measurements. Spatial variation was substantial. National air quality standards were exceeded 32 times from May–August 2018 at NSWGov and 63 times in one residential area. Wood heater use by about 50% of households increased estimated annual PM<sub>2.5</sub> exposure by over eight micrograms per cubic meter, suggesting increased mortality of about 10% and health costs of thousands of dollars per wood heater per year. Accurate real-time community-based monitoring can improve estimates of exposure and avoid bias in estimating dose-response relationships. Efforts over the past decade to reduce wood smoke pollution proved ineffective, perhaps partly because some residents do not understand the health impacts or costs of wood-heating. Real-time Internet displays can increase awareness of DWH and bushfire pollution and encourage governments to develop effective policies to protect public health, as recommended by several recent studies in which wood smoke was identified as a major source of health-hazardous air pollution.https://www.mdpi.com/2073-4433/11/8/856wood smokelow cost sensorscalibrationhealth costsspatial variabilityPM<sub>2.5</sub>
collection DOAJ
language English
format Article
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author Dorothy L. Robinson
spellingShingle Dorothy L. Robinson
Accurate, Low Cost PM<sub>2.5</sub> Measurements Demonstrate the Large Spatial Variation in Wood Smoke Pollution in Regional Australia and Improve Modeling and Estimates of Health Costs
Atmosphere
wood smoke
low cost sensors
calibration
health costs
spatial variability
PM<sub>2.5</sub>
author_facet Dorothy L. Robinson
author_sort Dorothy L. Robinson
title Accurate, Low Cost PM<sub>2.5</sub> Measurements Demonstrate the Large Spatial Variation in Wood Smoke Pollution in Regional Australia and Improve Modeling and Estimates of Health Costs
title_short Accurate, Low Cost PM<sub>2.5</sub> Measurements Demonstrate the Large Spatial Variation in Wood Smoke Pollution in Regional Australia and Improve Modeling and Estimates of Health Costs
title_full Accurate, Low Cost PM<sub>2.5</sub> Measurements Demonstrate the Large Spatial Variation in Wood Smoke Pollution in Regional Australia and Improve Modeling and Estimates of Health Costs
title_fullStr Accurate, Low Cost PM<sub>2.5</sub> Measurements Demonstrate the Large Spatial Variation in Wood Smoke Pollution in Regional Australia and Improve Modeling and Estimates of Health Costs
title_full_unstemmed Accurate, Low Cost PM<sub>2.5</sub> Measurements Demonstrate the Large Spatial Variation in Wood Smoke Pollution in Regional Australia and Improve Modeling and Estimates of Health Costs
title_sort accurate, low cost pm<sub>2.5</sub> measurements demonstrate the large spatial variation in wood smoke pollution in regional australia and improve modeling and estimates of health costs
publisher MDPI AG
series Atmosphere
issn 2073-4433
publishDate 2020-08-01
description The accuracy and utility of low-cost PM<sub>2.5</sub> sensors was evaluated for measuring spatial variation and modeling population exposure to PM<sub>2.5</sub> pollution from domestic wood-heating (DWH) in Armidale, a regional town in New South Wales (NSW), Australia, to obtain estimates of health costs and mortality. Eleven ‘PurpleAir’ (PA) monitors were deployed, including five located part of the time at the NSW government station (NSWGov) to derive calibration equations. Calibrated PA PM<sub>2.5</sub> were almost identical to the NSWGov tapered element oscillating microbalance (TEOM) and Armidale Regional Council’s 2017 DustTrak measurements. Spatial variation was substantial. National air quality standards were exceeded 32 times from May–August 2018 at NSWGov and 63 times in one residential area. Wood heater use by about 50% of households increased estimated annual PM<sub>2.5</sub> exposure by over eight micrograms per cubic meter, suggesting increased mortality of about 10% and health costs of thousands of dollars per wood heater per year. Accurate real-time community-based monitoring can improve estimates of exposure and avoid bias in estimating dose-response relationships. Efforts over the past decade to reduce wood smoke pollution proved ineffective, perhaps partly because some residents do not understand the health impacts or costs of wood-heating. Real-time Internet displays can increase awareness of DWH and bushfire pollution and encourage governments to develop effective policies to protect public health, as recommended by several recent studies in which wood smoke was identified as a major source of health-hazardous air pollution.
topic wood smoke
low cost sensors
calibration
health costs
spatial variability
PM<sub>2.5</sub>
url https://www.mdpi.com/2073-4433/11/8/856
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