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Showing papers by "Lidia Morawska published in 2011"


Journal ArticleDOI
TL;DR: In this article, the authors integrated the results of two different investigative techniques spanning 3 decades of particle size from 700nm to 1mm, presenting a single composite size distribution, and identifying the most prominent modes in that distribution.

514 citations


Journal ArticleDOI
TL;DR: In this article, a review of in-transit UFP exposure studies performed to date, including studies of health effects, is presented, which indicates that a large proportion of daily exposure may occur during commuting and the determinants, variability and transport mode-dependence of such exposure are not wellunderstood.

278 citations


Journal ArticleDOI
TL;DR: The results showed that the daily alveolar particle number and surface area deposited for all of the age groups considered was equal to 1.7 × 1011 particles and 2.5 × 1015 μm2, respectively, varying slightly for males and females living in Northern or Southern Italy.

119 citations


Journal ArticleDOI
TL;DR: In this article, the authors explore the methodologies employed to assess the exposure of children to air pollutants, in particular traffic emissions, at school, and how these methodologies influence the assessment of the impact of this exposure on the children's health.

107 citations


Journal ArticleDOI
TL;DR: In this paper, the authors measured the number concentration of particles and its size distribution in Brisbane, Australia during 2009, and characterised the new particle formation events in a subtropical urban environment in the Southern Hemisphere.
Abstract: . The aim of this study was to characterise the new particle formation events in a subtropical urban environment in the Southern Hemisphere. The study measured the number concentration of particles and its size distribution in Brisbane, Australia during 2009. The variation of particle number concentration and nucleation burst events were characterised as well as the particle growth rate which was first reported in urban environment of Australia. The annual average NUFP, NAitken and NNuc were 9.3×103, 3.7×103 and 5.6×103 cm−3, respectively. Weak seasonal variation in number concentration was observed. Local traffic exhaust emissions were a major contributor of the pollution (NUFP) observed in morning which was dominated by the Aitken mode particles, while particles formed by secondary formation processes contributed to the particle number concentration during afternoon. Overall, 65 nucleation burst events were identified during the study period. Nucleation burst events were classified into two groups, with and without particles growth after the burst of nucleation mode particles observed. The average particle growth rate of the nucleation events was 4.6 nm h−1 (ranged from 1.79–7.78 nm h−1). Case studies of the nucleation burst events were characterised including (i) the nucleation burst with particle growth which is associated with the particle precursor emitted from local traffic exhaust emission, (ii) the nucleation burst without particle growth which is due to the transport of industrial emissions from the coast to Brisbane city or other possible sources with unfavourable conditions which suppressed particle growth and (iii) interplay between the above two cases which demonstrated the impact of the vehicle and industrial emissions on the variation of particle number concentration and its size distribution during the same day.

92 citations


Journal ArticleDOI
TL;DR: In this article, an evaluation of the volatility of cooking-generated aerosol particles was performed in order to evaluate the amount of volatile material emitted by different cooking activities (frying and grilling), as well as those involving different kinds of food (fatty and vegetable foods).
Abstract: Cooking-generated aerosol characterization is crucial for providing an accurate evaluation of human exposure to particle concentrations. In addition, when evaluating the dimensional properties of aerosols emitted from cooking activities, one key aspect to be investigated is the composition of the particles emitted. To this end, an evaluation of the volatility of cooking-generated aerosol particles was performed in this study. Total concentration and size distribution measurements were carried out using a thermal conditioning device, along with a scanning mobility particle sizer (SMPS) and an aerodynamic particle sizer (APS), in order to evaluate the amount of volatile material emitted by different cooking activities (frying and grilling), as well as those involving different kinds of food (fatty and vegetable foods). The results showed a shift in the dominant size distribution mode toward smaller diameters with higher aerosol conditioning temperatures. The corresponding total number concentrations were ro...

87 citations


Journal ArticleDOI
TL;DR: In this article, the authors present an emissions inventory for large aircraft thrust engine operations on the ground, during LTO cycles and ground running procedures (GRP) at the Airport.

84 citations


Journal ArticleDOI
TL;DR: In this article, the effect of room ventilation on influenza, tuberculosis, and rhinovirus infection risk within three distinct rooms in a major urban hospital: a lung function laboratory, an emergency department negative-pressure isolation room, and an outpatient consultation room.

78 citations


Journal ArticleDOI
TL;DR: In this article, a monitoring study designed to evaluate workers' exposure to particles in several body shops within automotive plants was presented, where concentrations in the proximity of welding activities were measured by Fast Mobility Particle Sizer, several Condensation Particle Counters, a Nanoparticle Surface Area Monitor and a laser photometer, as well as by several gravimetric samplers.

78 citations


01 Jan 2011
TL;DR: In this paper, the authors present an emissions inventory for large aircraft thrust engine operations on the ground, during LTO cycles and ground running procedures (GRP) at the Airport.
Abstract: Published particle number emission factors for aircraft operations remain very sparse and so far such emissions have not been included in the International Civil Aviation Organization (ICAO) databases. This work addresses this gap in knowledge by utilizing recent progress in the quantification of aircraft particle emissions. Annual emissions of particle number (PN), particle mass (PM2.5) and NOx throughout the aircraft landing and takeoff (LTO) cycles and ground running procedures (GRP) are presented for aircraft using Brisbane Airport BNE (domestic and international). The aircraft are grouped according to an airframe based classification system. The resulting data are then used to develop an emissions inventory for large aircraft thrust engine operations on the ground, during LTO cycles and GRP, at the Airport. Annual PN, PM2.5 and NOx emissions from large aircraft operations during LTO cycles and GRP at BNE were 1.98 × 1024 yr−1, 1.35 × 104 kg yr−1 and 8.13 × 105 kg yr−1, respectively. Results showed that LTO cycles contribute more than 97% of these annual emissions at BNE in comparison to GRP related emissions. Analysis of the LTO cycle contribution to the daily emissions showed that the contribution of the climbout mode is considerably higher than for other individual LTO operational modes. Emissions during aircraft departures were significantly higher than those during arrival operations, due to the higher aircraft engine emission rates during takeoff and climbout.

77 citations


Journal ArticleDOI
TL;DR: In this article, a mathematical model is presented accounting for the motion of a droplet in conjunction with its evaporation, and the trajectories of the droplets are computed for a range of conditions and the spatial distribution and residence times of such droplets were evaluated.

Journal ArticleDOI
TL;DR: In this paper, particle number and size distributions, visibility and particulate mass concentrations and weather parameters were monitored in Brisbane, Australia, on 23 September 2009, during the passage of a dust storm that originated 1400 km away in the dry continental interior.

Journal ArticleDOI
TL;DR: In this article, the authors present experimental evidence on printer temporal and spatial particle number concentration (PNC) during the operation of 107 laser printers within open plan offices of five buildings.
Abstract: While recent research has provided valuable information as to the composition of laser printer particles, their formation mechanisms, and explained why some printers are emitters while others are low emitters, questions relating to the potential exposure of office workers remained unanswered. In particular, (i) what impact does the operation of laser printers have on the background particle number concentration (PNC) of an office environment over the duration of a typical working day? (ii) What is the airborne particle exposure to office workers in the vicinity of laser printers? (iii) What influence does the office ventilation have upon the transport and concentration of particles? (iv) Is there a need to control the generation of, and/or transport of particles arising from the operation of laser printers within an office environment? (v) What instrumentation and methodology is relevant for characterizing such particles within an office location? We present experimental evidence on printer temporal and spatial PNC during the operation of 107 laser printers within open plan offices of five buildings. The 8 h time-weighted average printer particle exposure is significantly less than the 8 h time-weighted local background particle exposure, but that peak printer particle exposure can be greater than 2 orders of magnitude higher than local background particle exposure. The particle size range is predominantly ultrafine (<100 nm diameter). In addition we have established that office workers are constantly exposed to nonprinter derived particle concentrations, with up to an order of magnitude difference in such exposure among offices, and propose that such exposure be controlled along with exposure to printer derived particles. We also propose, for the first time, that peak particle reference values be calculated for each office area analogous to the criteria used in Australia and elsewhere for evaluating exposure excursion above occupational hazardous chemical exposure standards. A universal peak particle reference value of 2.0 × 10(4) particles cm(-3) has been proposed.

01 Jul 2011
TL;DR: It is established that office workers are constantly exposed to nonprinter derived particle concentrations, with up to an order of magnitude difference in such exposure among offices, and it is proposed that such exposure be controlled along with exposure to printer derived particles.
Abstract: While recent research has provided valuable information as to the composition of laser printer particles, their formation mechanisms, and explained why some printers are emitters whilst others are low emitters, fundamental questions relating to the potential exposure of office workers remained unanswered. In particular, (i) what impact does the operation of laser printers have on the background particle number concentration (PNC) of an office environment over the duration of a typical working day?; (ii) what is the airborne particle exposure to office workers in the vicinity of laser printers; (iii) what influence does the office ventilation have upon the transport and concentration of particles?; (iv) is there a need to control the generation of, and/or transport of particles arising from the operation of laser printers within an office environment?; (v) what instrumentation and methodology is relevant for characterising such particles within an office location? We present experimental evidence on printer temporal and spatial PNC during the operation of 107 laser printers within open plan offices of five buildings. We show for the first time that the eight-hour time-weighted average printer particle exposure is significantly less than the eight-hour time-weighted local background particle exposure, but that peak printer particle exposure can be greater than two orders of magnitude higher than local background particle exposure. The particle size range is predominantly ultrafine (< 100nm diameter). In addition we have established that office workers are constantly exposed to non-printer derived particle concentrations, with up to an order of magnitude difference in such exposure amongst offices, and propose that such exposure be controlled along with exposure to printer derived particles. We also propose, for the first time, that peak particle reference values be calculated for each office area analogous to the criteria used in Australia and elsewhere for evaluating exposure excursion above occupational hazardous chemical exposure standards. A universal peak particle reference value of 2.0 x 104 particles cm-3 has been proposed.

01 Jan 2011
TL;DR: In this article, the Akaike Information Criterion (AIC) was used to compare the Generalized Linear Model (GLM) and Generalised Additive Model (GAM) for modeling the particle number concentration (PNC) of outdoor, airborne ultrafine particles in Helsinki, Finland.
Abstract: Abstract In this paper, we compare the Generalised Linear Model (GLM) and Generalised Additive Model (GAM) for modelling the particle number concentration (PNC) of outdoor, airborne ultrafine particles in Helsinki, Finland. We examine temporal trends in PNC and examine the relationship between PNC and rainfall, wind speed and direction, humidity, temperature and solar insolation. Model choice is via the Akaike Information Criterion (AIC). We have shown that the Generalised Additive Model provides a better fit than the equivalent Generalised Linear Model (ELM) when fitting models with the same covariates with equivalent degrees of freedom (AIC and BIC for the GAM are 10266.52 and 10793.04, AIC and BIC for the ELM are 10297.19 and 10885.97, both have an R2 value of 0.836). We also present results that show that modelling both temporal trends and the effect of rainfall, wind speed and direction, humidity, temperature and solar insolation yields a better fitting model, according to the AIC, than either temporal trends or meteorological conditions by themselves. The model is applicable to any longitudinal monitoring-type measurement campaign where long time series are recorded. Use of this technique may be inappropriate for very short measurement campaigns. Attempting to fit a representative daily trend to one or two days’ measurements may lead to a high degree of uncertainty; inclusion of a yearly trend requires having at least a year’s worth of data with few gaps, particularly large gaps. In such a situation, the temporal trends may end up being penalised to zero and the model reverts to one largely influenced by meteorology.

Journal ArticleDOI
TL;DR: In this paper, the authors compared the Generalized Linear Model (GLM) and Generalised Additive Model (GAM) for modeling the particle number concentration (PNC) of outdoor, airborne ultrafine particles in Helsinki, Finland.

01 Jan 2011
TL;DR: In this paper, the authors identified 47 exposure studies performed across 6 transport modes: automobile, bicycle, bus, automobile, rail, walking and ferry, respectively, encompassing approximately 3000 individual trips where UFP concentrations were measured.
Abstract: Ultrafine particles (UFPs, <100 nm) are produced in large quantities by vehicular combustion and are implicated in causing several adverse human health effects. Recent work has suggested that a large proportion of daily UFP exposure may occur during commuting. However, the determinants, variability and transport mode-dependence of such exposure are not well-understood. The aim of this review was to address these knowledge gaps by distilling the results of ‘in-transit’ UFP exposure studies performed to-date, including studies of health effects. We identified 47 exposure studies performed across 6 transport modes: automobile, bicycle, bus, ferry, rail and walking. These encompassed approximately 3000 individual trips where UFP concentrations were measured. After weighting mean UFP concentrations by the number of trips in which they were collected, we found overall mean UFP concentrations of 3.4, 4.2, 4.5, 4.7, 4.9 and 5.7 × 10^4 particles cm^-3 for the bicycle, bus, automobile, rail, walking and ferry modes, respectively. The mean concentration inside automobiles travelling through tunnels was 3.0 × 10^5 particles cm^-3. While the mean concentrations were indicative of general trends, we found that the determinants of exposure (meteorology, traffic parameters, route, fuel type, exhaust treatment technologies, cabin ventilation, filtration, deposition, UFP penetration) exhibited marked variability and mode-dependence, such that it is not necessarily appropriate to rank modes in order of exposure without detailed consideration of these factors. Ten in-transit health effects studies have been conducted and their results indicate that UFP exposure during commuting can elicit acute effects in both healthy and health-compromised individuals. We suggest that future work should focus on further defining the contribution of in-transit UFP exposure to total UFP exposure, exploring its specific health effects and investigating exposures in the developing world. Keywords: air pollution; transport modes; acute health effects; travel; public transport

Journal ArticleDOI
TL;DR: In this article, the results of a study on the association between measured air pollutants and the respiratory health of resident women and children in Lao PDR, one of the least developed countries in Southeast Asia.
Abstract: This article presents the results of a study on the association between measured air pollutants and the respiratory health of resident women and children in Lao PDR, one of the least developed countries in Southeast Asia. The study, commissioned by the World Health Organisation, included PM10, CO and NO2 measurements made inside 181 dwellings in nine districts within two provinces in Lao PDR over a 5- month period (12/05–04/06), and respiratory health information (via questionnaires and peak expiratory flow rate (PEFR) measurements) for all residents in the same dwellings. Adjusted odds ratios were calculated separately for each health outcome using binary logistic regression. There was a strong and consistent positive association between NO2 and CO for almost all questionnaire-based health outcomes for both women and children. Women in dwellings with higher measured NO2 had more than triple of the odds of almost all of the health outcomes, and higher concentrations of NO2 and CO were significantly associated with lower PEFR. This study supports a growing literature confirming the role of indoor air pollution in the burden of respiratory disease in developing countries. The results will directly support changes in health and housing policy in Lao PDR.

Journal ArticleDOI
TL;DR: In this paper, the authors investigated the impact of station design and meteorological conditions on particle emissions at the two bus stations of different designs: open station and canyon station, operated according to the same timetables and fleet compositions, as well as at a reference point in Brisbane.

Journal ArticleDOI
TL;DR: The results of a study conducted into the relationship between dwelling characteristics and occupant activities with the respiratory health of resident women and children in Lao People's Democratic Republic (PDR) are presented in this paper.

Journal ArticleDOI
TL;DR: Evidence is presented to show that cluster ion concentrations in forest areas are consistently higher than outside, and an additional mechanism whereby radon, which is water-soluble, is brought up by trees and plants through the uptake of groundwater and released into the atmosphere by transpiration is proposed.
Abstract: The role of ions in the production of atmospheric particles has gained wide interest due to their profound impact on climate. Away from anthropogenic sources, molecules are ionized by alpha radiation from radon exhaled from the ground and cosmic gamma radiation from space. These molecular ions quickly form into ‘cluster ions’, typically smaller than about 1.5 nm. Using our measurements and the published literature, we present evidence to show that cluster ion concentrations in forest areas are consistently higher than outside. Since alpha radiation cannot penetrate more than a few centimetres of soil, radon present deep in the ground cannot directly contribute to the measured cluster ion concentrations. We propose an additional mechanism whereby radon, which is water soluble, is brought up by trees and plants through the uptake of groundwater and released into the atmosphere by transpiration. We estimate that, in a forest comprising eucalyptus trees spaced 4m apart, approximately 28% of the radon in the air may be released by transpiration. Considering that 24% of the earth’s land area is still covered in forests; these findings have potentially important implications for atmospheric aerosol formation and climate.

Journal ArticleDOI
TL;DR: In this article, positive and negative small ions, aerosol ion and number concentration and dc electric fields were monitored at an overhead highvoltage power line site and it was estimated that less than 7% of the total number of aerosol particles was charged.

Journal ArticleDOI
TL;DR: In this paper, the results from PM(10), CO, and NO(2) measurements inside 167 dwellings in Lao PDR over a five month period (December 2005-April 2006) are discussed as a function of household characteristics and occupant activities.
Abstract: The paper presents the results of a study conducted to investigate indoor air quality within residential dwellings in Lao PDR. Results from PM(10), CO, and NO(2) measurements inside 167 dwellings in Lao PDR over a five month period (December 2005-April 2006) are discussed as a function of household characteristics and occupant activities. Extremely high PM(10) and NO(2) concentrations (12 h mean PM(10) concentrations 1275 ± 98 μg m(-3) and 1183 ± 99 μg m(-3) in Vientiane and Bolikhamxay provinces, respectively; 12 h mean NO(2) concentrations 1210 ± 94 μg m(-3) and 561 ± 45 μg m(-3) in Vientiane and Bolikhamxay, respectively) were measured within the dwellings. Correlations, ANOVA analysis (univariate and multivariate), and linear regression results suggest a substantial contribution from cooking and smoking. The PM(10) concentrations were significantly higher in houses without a chimney compared to houses in which cooking occurred on a stove with a chimney. However, no significant differences in pollutant concentrations were observed as a function of cooking location. Furthermore, PM(10) and NO(2) concentrations were higher in houses in which smoking occurred, suggestive of a relationship between increased indoor concentrations and smoking (0.05 < p < 0.10). Resuspension of dust from soil floors was another significant source of PM(10) inside the house (634 μg m(-3), p < 0.05).

01 Jan 2011
TL;DR: There was a strong and consistent positive association between NO(2) and CO for almost all questionnaire-based health outcomes for both women and children and this study supports a growing literature confirming the role of indoor air pollution in the burden of respiratory disease in developing countries.
Abstract: This article presents the results of a study on the association between measured air pollutants and the respiratory health of resident women and children in Lao PDR, one of the least developed countries in Southeast Asia. The study, commissioned by the World Health Organisation, included PM10, CO and NO2 measurements made inside 181 dwellings in nine districts within two provinces in Lao PDR over a 5- month period (12/05–04/06), and respiratory health information (via questionnaires and peak expiratory flow rate (PEFR) measurements) for all residents in the same dwellings. Adjusted odds ratios were calculated separately for each health outcome using binary logistic regression. There was a strong and consistent positive association between NO2 and CO for almost all questionnaire-based health outcomes for both women and children. Women in dwellings with higher measured NO2 had more than triple of the odds of almost all of the health outcomes, and higher concentrations of NO2 and CO were significantly associated with lower PEFR. This study supports a growing literature confirming the role of indoor air pollution in the burden of respiratory disease in developing countries. The results will directly support changes in health and housing policy in Lao PDR.

Book Chapter
01 Jan 2011
TL;DR: In this paper, the authors reviewed the existing regulations and policy measures related to the reduction of airborne particulate matter, which is perhaps the most complex airborne pollutant to understand and manage.
Abstract: The aim of this paper was to review the existing regulations and policy measures related to the reduction of airborne particulate matter, which is perhaps the most complex airborne pollutant to understand and manage. The paper discusses the existing health guidelines for particulate matter concentration, as well as the directions in setting national standards. In relation to particle mass concentration, there are no threshold levels, nor is there a linear exposure-health response relationship. At this point in time, epidemiological studies are yet to provide any quantification of exposure-response relationships in relation to particle number concentration (ultrafine particles), and the only existing number concentration standards are for clean rooms. Motor vehicle emission standards are generally provided in terms of total particle mass emissions, however, for light-duty diesel vehicles, a particle number limit has recently been introduced, whereas standards relating to industrial emissions commonly regulate total emissions of particulate matter. There are many other sources of airborne particulate matter, including aviation, shipping, biomass combustion or waste incineration, which are not directly regulated in terms of particle emissions.

Journal Article
TL;DR: In this article, the authors quantified CO2 emission factors for five common tree species found in South East Queensland forests, as well as several grasses taken from savannah lands in the Northern Territory of Australia, under controlled "fast burning" and "slow burning" laboratory conditions.
Abstract: Carbon dioxide (CO2), as a primary product of combustion, is a known factor affecting climate change and global warming. In Australia, CO2 emissions from biomass burning are a significant contributor to total carbon in the atmosphere and therefore, it is important to quantify the CO2 emission factors from biomass burning in order to estimate their magnitude and impact on the Australian atmosphere. This paper presents the quantification of CO2 emission factors for five common tree species found in South East Queensland forests, as well as several grasses taken from savannah lands in the Northern Territory of Australia, under controlled ‘fast burning’ and ‘slow burning’ laboratory conditions. The results showed that CO2 emission factors varied according to the type of vegetation and burning conditions, with emission factors for fast burning being 2574 ± 254 g/kg for wood, 394 ± 40 g/kg for branches and leaves, and 2181 ± 120 g/kg for grass. Under slow burning conditions, the CO2 emission factors were 218 ± 20 g/kg for wood, 392± 80 g/kg for branches and leaves, and 2027 ± 809 g/kg for grass.

Journal Article
TL;DR: In this article, the authors investigated the determinants and characteristics of exposure to ultrafine (< 100 nm) particles in four transport modes in Sydney, with a specific focus on exposure in automobiles, which remain the transport mode of choice for approximately 70% of Sydney commuters.
Abstract: Commuting in various transport modes represents an activity likely to incur significant exposure to traffic emissions. This study investigated the determinants and characteristics of exposure to ultrafine (< 100 nm) particles (UFPs) in four transport modes in Sydney, with a specific focus on exposure in automobiles, which remain the transport mode of choice for approximately 70% of Sydney commuters. UFP concentrations were measured using a portable condensation particle counter (CPC) inside five automobiles commuting on above ground and tunnel roadways, and in buses, ferries and trains. Determinant factors investigated included wind speed, cabin ventilation (automobiles only) and traffic volume. The results showed that concentrations varied significantly as a consequence of transport mode, vehicle type and ventilation characteristics. The effects of wind speed were minimal relative to those of traffic volume (especially heavy diesel vehicles) and cabin ventilation, with the latter proving to be a strong determinant of UFP ingress into automobiles. The effect of 70 minutes of commuting on total daily exposure was estimated using a range of UFP concentrations reported for several microenvironments. A hypothetical Sydney resident commuting by automobile and spending 8.5 minutes of their day in the M5 East tunnel could incur anywhere from a lower limit of 3-11% to an upper limit of 37-69% of daily UFP exposure during a return commute, depending on the concentrations they encountered in other microenvironments, the type of vehicle they used and the ventilation setting selected. However, commute-time exposures at either extreme of the values presented are unlikely to occur in practice. The range of exposures estimated for other transport modes were comparable to those of automobiles, and in the case of buses, higher than automobiles.

01 Jan 2011
TL;DR: In this article, the effect of indoor and outdoor particle sources on indoor air quality in a new four level office building, with an elevated busway in close proximity (about 10 m) to the air intake of the building's ventilation system was also tested.
Abstract: Indoor air quality is very important for office workers’ exposure levels. There is a large body of literature showing that pollutants in indoor air have an effect on health (Sundell, 2008), with cardiovascular and respiratory disorders often linked to particle exposure. Other responses, such as damage to the central nervous system by ultrafine particles (UFP), have also been suggested. Both indoor and outdoor particle sources can affect indoor particle concentration levels, however these effects could be influenced by variety conditions and may be building-specific. This study investigated indoor and outdoor (I/O) particle concentration levels and diurnal variations, as well as the effect of indoor and outdoor particle sources on indoor air quality in a new four level office building, with an elevated busway in close proximity (about 10 m) to the air intake of the building’s ventilation system. Further to this, size dependent filtration efficiencies for two of the existing HVAC systems were also tested.

Journal Article
TL;DR: In this paper, the correlation between indoor and outdoor pollutants, and the association between house characteristics and indoor pollutants were conducted, as well as statistical analyses of the correlation among indoor and outside pollutants.
Abstract: As part of a larger indoor environmental study, residential indoor and outdoor 48-hour average levels of nitrogen dioxide (NO2), 48-hour indoor submicrometer particle number (0.007-0.808) concentration and the approximation of particle mass (PM2.5) concentrations were measured simultaneously for 14 houses in a suburb of Brisbane, Queensland, Australia. These pollutants were also measured at two central monitoring stations, a few kilometres from the suburb. Statistical analyses of the correlation between indoor and outdoor pollutants, and the association between house characteristics and indoor pollutants were conducted.