Next Article in Journal
RETRACTED: Zhang et al. Weld Defect Segmentation in X-ray Image with Boundary Label Smoothing. Appl. Sci. 2022, 12, 12818
Previous Article in Journal
Plastic Pollution in the Aquatic Ecosystem of the High-Mountain Lake Markakol (Kazakhstan): First Observations and Conclusions
Previous Article in Special Issue
Time Trends and Geographic Patterns of Mortality Due to Tracheal, Bronchus, and Lung Cancer in Portugal
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

Impact of Kitchen Natural Gas Use on Indoor NO2 Levels and Human Health: A Case Study in Two European Cities

by
Nelson Barros
1,2,*,† and
Tânia Fontes
1,*,†,‡
1
FP-I3ID-Fernando Pessoa Institute for Research, Innovation and Development, 4249-004 Porto, Portugal
2
RISE-Health.UFP—Center for Health Research and Innovation, 4200-450 Porto, Portugal
*
Authors to whom correspondence should be addressed.
These authors contributed equally to this work.
Current address: INESC TEC, Rua Dr. Roberto Frias, 4200-465 Porto, Portugal.
Appl. Sci. 2024, 14(18), 8461; https://doi.org/10.3390/app14188461
Submission received: 22 July 2024 / Revised: 11 September 2024 / Accepted: 16 September 2024 / Published: 19 September 2024
(This article belongs to the Special Issue Research on Environmental Health: Sustainability and Innovation)

Abstract

:
Natural gas (NG) is commonly used in kitchens, powering stoves, ovens, and other appliances. While it is known for its efficiency and convenience, NG contributes to the release of nitrogen dioxide (NO2) and can have significant implications for human health. In this study, the importance of the use of NG in kitchens on human exposure to NO2 was analyzed. An extensive literature review in the field was conducted, and the NO2 levels were assessed in kitchens with NG cookers in Aveiro and electric cookers in Porto, both in Portugal. Higher levels of NO2 were found in kitchens in Aveiro, where NO2 levels outdoors are lower than in Porto. This pollutant can spread to other rooms, especially when ventilation is lacking, which is particularly concerning during colder seasons and at night. As around 70% of the time is spent at home, this can have a significant impact on human exposure to NO2. Therefore, although Aveiro has low levels of NO2 outdoors, its population may be exposed to much higher levels of this pollutant than the Porto population, a city with air quality issues, but predominantly using electric cookers. This finding emphasizes the need for the stricter regulation of NG use indoors to protect human health and also suggests a shift in human health protection policies from mere monitoring/control of outdoor air quality to a comprehensive assessment of human exposure, including exposure to indoor air quality.

1. Introduction

People spend nearly 90% of their lives indoors [1], where various pollutant emission sources like gas stoves, heaters, and tobacco smoke significantly influence indoor air quality. Among these sources, the stove is unique. Although adults spend less than an hour cooking, they stay between 1 and 3.3 h per day in the kitchen [2], increasing potential exposure to combustion constituents and compounds. Unlike other appliances, stove combustion byproducts are emitted directly into the home air without any requirement for venting the exhaust outdoors. As a result, the risk of respiratory symptoms related to gas stove exposure remains significant, even after the adjustment of the nitrogen dioxide (NO2) levels [3].
To minimize pollution exposure from traditional fuels such as biomass, coal gas, and liquefied petroleum gas (LPG) burning, natural gas (NG) has been promoted by governments as an alternative fuel for cooking over the last few decades [4,5]. As a result, natural gas has become a popular fuel choice for home cooking. In both the US and Europe, over one-third of households cook with gas [6,7]. In some European countries, the proportion is substantially higher, with more than 60% of households using gas for cooking [8].
One of the main markers of combustion-related pollutants is NO2. Several epidemiological studies have linked NO2 exposure to various adverse health effects, including respiratory disease, cardiovascular disease, and diabetes [9]. Despite these significant health concerns and the increasing use of natural gas, research in this domain is scarce. According to the Web of Science database in May 2024, there were only 14 studies dedicated to examining the concentrations of NO2 in kitchens resulting from the use of natural gas. The search was conducted directly on the topic, i.e., title, abstract, keyword plus, and author keywords, using the following query: (NO2 & Kitchen & (“natural gas” or NG)). These studies compared different types of environments, fuels, ventilation conditions, and exposure periods.
Among the studies analyzed, some measure the concentrations in the short term, typically less than 1 h [2], while others focus on long-term exposure, generally several days or weeks [10]. Few studies were found in the literature monitoring periods of less than 1 day and more than 1 week. Table 1 and Table 2 summarize the main characteristics and findings of the studies in the field for short- and long-term periods, respectively.
Several authors compared the combustion products generated in kitchens from different fuel types. The impact of using biomass fuels [11,12,13,14], electricity [15,16,17,18,19], coal gas [20], liquefied petroleum gas [11,12], propane gas [19,21], and natural gas [10,12,14,15,16,19,20,22,23,24] was analyzed by several authors. Some of the studies compared indoor concentration in kitchens with outdoor levels [3,10,14,16,18,25,26,27,28].
High concentrations of NO2 were found in kitchens using natural gas cooking burners, compared to homes with electric cooking [15,16,17]. Kornartit et al. [17] found that the average NO2 levels in kitchens with a gas cooker were twice as high as those with an electric cooker, with no significant difference in the summer period, while Melia et al. [16] find that the average hourly concentration of NO2 in gas kitchens was more than seven times greater than that in electric kitchens. NO2 concentrations are even higher in the case of biomass burning. Kumie et al. [13] found NO2 concentrations from biomass burning ranging from between 0 and 978 μ g·m−3.
Indoor levels are also influenced by infiltration through ventilation and building materials. Urban areas typically have higher NO2 environmental concentrations, primarily attributable to traffic emissions [29]. Overall, the outdoor NO2 source contributed 73–76% of the NO2 in the kitchen [30]. These authors found that outdoor NO2 sources were present indoors all the time; by contrast, indoor NO2 sources were present sporadically but with a very high contribution.
Typically, higher NO2 concentrations are found in rural kitchens than in urban ones. This happens as NOx emissions are related to the power of indoor sources. Lebel et al. [31] found that NO2 emissions are linearly related to the amount of natural gas burned ( r 2 = 0.76; p < 0.01). Furthermore, in a recent literature review conducted by Hu and Zhao [9], it was concluded that the indoor-to-outdoor (I/O) NO2 concentration ratio is primarily influenced by human activity patterns and ventilation. Typically, the I/O ratio of residential buildings exceeds 1 due to the substantial NO2 emissions during cooking and smoking, combined with relatively low ventilation rates.
Near 80% of the NO2 in indoor air is removed during the first hour after it is emitted (Traynor et al. (1989) in [2]). However, in some cases, NO2 can react and form other compounds such as NO and nitrous acid. Cooking burner pollutants that are not exhausted directly by a range hood are removed from the air in the home by air exchange with the outdoors and, for NO2, by deposits on interior surfaces. In the U.S., the reaction rate for NO2 is estimated to be of 0.8 h−1 [32].
Besides emission sources, other factors may influence pollutant concentrations. Hu et al. [15] examined eight conditions involving fuel type (electricity or natural gas), cooking type (boiling water or cooking), and ventilation (with or without), indicating that both the period and style of cooking affect pollutant levels. Willer et al. [23] developed a model that combined the presence of sources of combustion products and the ventilation characteristics in the kitchen to determine the ‘Chance of Accumulation of Combustion Products’ in the kitchen.
Ventilation is one of the main factors affecting indoor concentrations. Lebel et al. [31] discovered that families who do not use their range hoods or have poor ventilation can exceed the 1-h standard of NO2 (100 ppb) within minutes of stove usage, especially in smaller kitchens.
Some kitchens have “ductless” hoods that recirculate fumes through activated charcoal filters, which are generally less effective at cleaning the air. However, since exhaust hoods are separate from the stove and must be operated manually, they are used, in practice, only 25–40% of the time [27,33]. Vented hoods vary in effectiveness and work best when positioned directly over the stove [26]. Singer et al. [34] observed that NO2 decay rates were much faster with a forced air unit operating, suggesting the effective removal of NO2 by the air handler, and Tian et al. [20] found that mechanical exhaust systems are more efficient than natural ventilation in removing pollutants.
The literature review has enabled us to identify that studies on NO2 exposure, considering both indoor and outdoor levels, have been conducted since at least the 1980s for different cities. These studies typically compare different fuel types under various environmental, ventilation, or cooking conditions. However, the focus has often been narrowly limited to measuring indoor and outdoor NO2 concentration levels, neglecting the critical study of human exposure. This oversight limits the development of more comprehensive and robust government policies for human health protection, which currently tend to focus primarily on assessing and controlling outdoor air quality levels.
In this study, the main objective is to assess the effect of the use of NG in kitchens on human exposure to NO2 under different outdoor air quality levels. To this end, we measured NO2 levels both indoors and outdoors in kitchens using natural gas and electric stoves in two distinct urban areas with different levels of outdoor air quality. One area complies with outdoor European Union NO2 standards, while the other typically exceeds these standards.
The article begins with a literature review and an overview of NO2 air quality standards across various countries and time periods. Following this, the methodology is detailed, and the presented results are discussed. The article concludes by summarizing the main findings.
Table 1. Studies of short-term NO2 exposure (less than 1 week) monitoring in kitchens using natural gas (number of samples).
Table 1. Studies of short-term NO2 exposure (less than 1 week) monitoring in kitchens using natural gas (number of samples).
Ref.LocationEnvironmentFuelsNO2 ConcentrationExposure Period
  IndoorsOutdoors
[22]AdelaideUrban and Suburban (193)NG  33.28 ± 3.76   μ g·m−3--
Without NG  15.61 ± 4.70   μ g·m−3
[15]Wuhan, ChinaUrbanNGWinter: 30 min
  167.0 ± 215.1  μ g·m−331.5 ± 23.0  μ g·m−3
Without ventilation:
  294.5 ± 372.0  μ g·m−3-
With ventilation:
  97.9 ± 57.1  μ g·m−3-
ElectricWinter:
  32.9 ± 15.1  μ g·m−329.0 ± 20.0  μ g·m−3
Without ventilation:
  28.7 ± 11.6  μ g·m−3-
With ventilation:
  38.9 ± 17.8  μ g·m−3-
[20]6 Chinese cities Summer:
(different climatic areas)UrbanNG (6)  20 ± 0  μ g·m−375  μ g·m−33 h
Coal gas (20)  100 ± 80  μ g·m−3
[11]TanzaniaRuralBiomass  59.80 ± 66.19  μ g·m−312.79 ± 23.88  μ g·m−324 h
  (48)(18)
[12]PakistanUrban (3)
Rural (3)
NG, LPG  0  μ g·m−3-24 h
Biomass  14,200  μ g·m−3
Animal dung  20,300  μ g·m−3
[13]Ethiopia Biomass -24 h
Rural (17,215)   97 ± 91.41  μ g·m−3-
RuralHighland (9500)   116 ± 101  μ g·m−3-
RuralLowland (8015)   176 ± 74  μ g·m−3-
[23]Netherlands-NG (49)  26.59  ± 2.04  μ g·m−3-48 h
Electric (19)  22.41 ± 2.48  μ g·m−3
[16]LondonSuburban (4)NG  135.96   μ g·m−3-96 h
Electric  17.86   μ g·m−3
[24]California-NG (343)Cold seasons:
  31.78 ± 4.33   μ g·m−327.23 ± 3.39   μ g·m−36 days
Fuels: NG: natural gas; LPG: liquefied petroleum gas.
Table 2. Studies of long-term NO2 exposure (1 week or more) monitoring in kitchens using natural gas (number of samples).
Table 2. Studies of long-term NO2 exposure (1 week or more) monitoring in kitchens using natural gas (number of samples).
Ref.LocationEnvironmentFuelsNO2 Concentration Exposure Period
  Indoors Outdoors
[14]PakistanUrbanNGWinter (16): 1 week
  218 ± 12  μ g·m−364 μ g·m−3
Summer (30):
  234 ± 196  μ g·m−3138 μ g·m−3
RuralNGWinter (20):
  242 ± 57  μ g·m−322 μ g·m−3
Summer (16):
  81 ± 65  μ g·m−326 μ g·m−3
RuralBiomassWinter (20):
  256 ± 40  μ g·m−322  μ g·m−3
Summer (24):
  51 ± 27  μ g·m−340 μ g·m−3
[17]Hertfordshire (UK)UrbanGasWinter: 1 week
  38.74 ± 12.98  μ g·m−3-
- Non-smokers:-
  18.9  μ g·m−3-
- Passive smokers:-
  21.7  μ g·m−3-
- Smokers:-
  24.8  μ g·m−3-
Summer:
  26.70 ± 2.45  μ g·m−3-
- Non-smokers:-
  14.0  μ g·m−3-
- Passive smokers:-
  14.0  μ g·m−3-
- Smokers:-
  16.2  μ g·m−3-
ElectricWinter:
  13.35 ± 5.27  μ g·m−3-
Summer:
  20.69 ± 3.20  μ g·m−3-
[10]Taiwan Winter:
Rural (11)NG (5), LPG (4)  64.69 ± 17.11  μ g·m−375.41 ± 18.05  μ g·m−31 week
Urban (12)LPG  46.01 ± 12.41  μ g·m−344.19 ± 11.85  μ g·m−3
[28]Hong KongUrban (12)Town gasSummer: 1 week
  61.0 ± 22.4  μ g·m−371.8 ± 15.1  μ g·m−3
[18]Netherlands NG, Electricity (5%)Winter: 1 week
Urban (299)Rural (149) Rural (164)   96 ± 59  μ g·m−3
  64 ± 50  μ g·m−3
  75 ± 62  μ g·m−3
62 ± 12  μ g·m−3
35 ± 19  μ g·m−3
22 ± 9  μ g·m−3
Urban Unvented geiser (181):
  120 ± 55  μ g·m−3
Vented geiser (48):
  71 ± 53  μ g·m−3
No geiser (44):
  49 ± 30  μ g·m−3
Rural Unvented geiser (181):
  143 ± 60  μ g·m−3
Vented geiser (105):
  60 ± 38  μ g·m−3
No geiser (34):
  32 ± 24  μ g·m−3
[19]PortageRuralNG (I:237, O:240)  65.5 ± 30.7  μ g·m−315.8 ± 6.3  μ g·m−31-week
LPG (I:568, O: 555)  65.6 ± 38.4  μ g·m−311.8 ± 5.6  μ g·m−3
Electric (I:174, O:173)  8.4 ± 4.7  μ g·m−312.8 ± 5.6  μ g·m−3
[35]BostonUrbanGasHeating season (57): 2-weeks
  94  ± 36  μ g·m−339 ± 11  μ g·m−3
Non heating season (43):
  62 ± 34  μ g·m−332 ± 13  μ g·m−3
Total (100):
  81 ± 38  μ g·m−336 ± 12  μ g·m−3
Fuels: NG: natural gas; LPG: liquefied petroleum gas.

2. Nitrogen Dioxide Air Quality Standards

Upon inhalation, 70–90% of NO2 can be absorbed through the respiratory tract ([36] in [14]). Short-term NO2 exposure can exacerbate respiratory diseases, particularly asthma, resulting in symptoms such as coughing, wheezing, and difficulty breathing. It can also lead to hospital admissions and emergency room visits [37]. Prolonged exposure may contribute to the development of asthma and potentially increase vulnerability to respiratory infections [9,38]. For instance, Ciuk et al. [22] found a positive association between NO2 exposure from gas appliances and the prevalence of respiratory symptoms in a study conducted on 1335 preschool children, and, recently Kashtan et al. [21] found that gas and propane stoves increase long-term NO2 exposure by 4.0 ppbv on average across the United States, which is 75% of the World Health Organization’s exposure guideline.
Reflecting the findings of various studies, the World Health Organization (WHO) updated its Air Quality Guidelines (AQGs) in 2021, and significantly reduced the annual nitrogen dioxide AQG level from 40 μ g·m−3 (as established in the Global update in 2005) to 10 μ g·m−3 [39,40]. Regarding the short-term guideline for nitrogen dioxide (200 μ g·m−3 in 1 h), it was not re-evaluated in the 2021 edition of the WHO guidelines [39] and, therefore, until now, remains valid. The WHO also recommends a short-term (24-hour) nitrogen dioxide AQG level of 25 μ g·m−3, defined as the 99th percentile (equivalent to three to four days of exceedance per year) of the annual distribution of 24-hour average concentrations. These adjustments align with emerging scientific evidence on the health impacts of air pollution. The revised Air Quality Guidelines apply to both outdoor and indoor environments.
Both the United States (US) [38] and the European Union (EU) [41] are adapting their air quality standards to the new WHO guidelines, albeit more quickly for outdoor air than for indoor air, where there is a notable lack of specific legislation in the US and in most EU member states. However, to reflect the most recent health evidence on the impacts of NO2, some countries and organizations have defined stricter limits than those set by the WHO. For instance, Australia significantly strengthened NO2 reporting standards for the 1-h and annual average to 150 μ g·m−3 and 28.2 μ g·m−3, respectively, bringing forward standards initially proposed for 2025 [42,43]. Similarly, the National Institute of Public Health from Norway set guidelines for the 1-hour and annual average NO2 limits of 100 μ g·m−3 and 30 μ g·m−3, respectively [44].
As mentioned above, although indoor sources play an important role in NO2 exposure, the EU as many countries, including the U.S., do not have indoor standards for protecting the general population from NO2 exposure [2]. Exceptions include countries like Canada and China. Canada, for instance, has defined a value of 170 μ g·m−3 for short-term exposures and 20 μ g·m−3 for long-term exposures, which are stricter than those set by the WHO levels.
Table 3 provides an overview of the air quality NO2 guidelines and standards for various countries and organizations over time.

3. Materials and Methods

A field campaign was conducted to measure the concentrations of NO2 in dwellings with natural gas cookers and electric cookers in two different cities. Both indoor and outdoor levels of NO2 concentrations were measured and the exposure levels of the population living in each city were estimated.
Section 3.1 outlines the site selection, Section 3.2 provides an overview of the sampling process, Section 3.3 presents the data analysis methodology and, in Section 3.4, exposure scenarios are evaluated.

3.1. Site Selection

Sampling was conducted in dwellings using natural gas stoves and dwellings using electrical stoves from two Portuguese cities, Porto and Aveiro. Porto is the largest city in the northern region with a population of approximately 237,000, while Aveiro, is a smaller city with around 78,000 residents. The reason why two cities were used instead of just one is to emphasize that the population of a city with no outdoor air quality problems, such as Aveiro, which mostly uses NG for cooking, is more exposed to NO2 than the population of the Porto region, a city with outdoor air quality problems but that mostly uses electric cookers for cooking.
Aveiro has an extensive household natural gas network, while Porto predominantly relies on electricity. To the best of the authors’ knowledge, there are no statistical data on the number of natural gas cookers per capita in either city. Despite this, there are figures for domestic natural gas consumption. In fact, in 2022, the city of Aveiro had a 363% higher per capita domestic consumption of natural gas when compared to the city of Porto (https://www.pordata.pt/municipios/consumo+de+gas+natural+por+habitante-485, accessed on 9 January 2024). Therefore, to represent the most common scenario, in our field study in Porto, all the kitchens were equipped with electric cookers, whereas, in Aveiro, all the kitchens had natural gas cookers.
In this work, we define a “cooktop” as a flat surface with individual gas burners/electric coils, typically four or five per stove, and an occasional “griddle” element. The “oven” is an enclosed heated space, usually containing two burners: a “bake” burner below the bottom steel plate and a “broil” burner, typically exposed and affixed to the oven’s roof. A “stove” is a freestanding unit that contains both a cooktop and an oven, typically both using gas, although some combine a gas cooktop with an electric oven. All cookers had an cooker hood.
Aveiro and Porto, both coastal cities, are separated by approximately 60 km. Porto has a temperate maritime climate, with rainy and relatively mild winters, and moderately warm summers. Aveiro experiences a similar climate, but its closer proximity to the ocean leads to constant winds and higher humidity. Both cities see increased precipitation during autumn and winter. Although the two cities are relatively close and in the same climate zone, the meteorological variables of temperature, humidity, and wind speed were recorded during the campaigns.

3.2. General Sampling Scheme

Sampling was conducted in 9 kitchens using natural gas stoves (P1-9) and 9 kitchens using electrical stoves (P10-18). As mention before, in Porto, all the kitchens were equipped with electric cookers, whereas, in Aveiro, all the kitchens had natural gas cookers.
Our sample set included both houses and flats. All selected dwellings were non-smoking and relied solely on natural ventilation.
Preferably, as in previous studies, passive samplers were placed in the middle of the kitchen, away from the cooker, obstacles, windows, and doors [15]. The sampling height was set at the breathing zone (2 m), suspended from the ceiling.
The passive samplers were exposed at the same period in all the kitchens. The experiment was conducted over a period of three weeks, from 22 February 2021 to 15 March 2021, ensuring that factors that might affect the use of the cookers, such as weather and day of the week, would be comparable.
In all the dwellings, a passive sampler was also placed outdoors, nearby, but in such a way as to be representative of the air quality around the dwellings. Indoor and outdoor levels were measured in each dwelling simultaneously.
The average floor area of the dwellings used in the field campaigns in both towns was around 150 m2. Almost all of these dwellings were located in the city center and faced the main road or the car park, except for P1, P10, and P11, which were houses located in suburban residential areas. Table 4 outlines the main characteristics of the samples collected.
NO2 concentrations were measured using passive samplers from Passam AG. This type of sampler is based on the principle of NO2 diffusion in the triethanolamine absorbent. All the information on the specifications of the sampler used in the field campaigns can be found on the NO2 data sheet [51]. At the end of the exposure period (3 weeks), the NO2 collected was determined spectrophotometrically using the Saltzmann method in the Passam AG accredited testing laboratory for air quality. For outdoor sampling, the polypropylene tube of the passive sampler was placed in a special shelter to protect it from all kinds of meteorological disturbances. No shelter of any kind was used for indoor sampling. It should be noted that the P12 indoor sample was removed due to sampling problems.

3.3. Data Analysis

To assess the impact of gas appliances on indoor NO2 levels, we compared measurements from homes in Aveiro, where gas appliances are commonly used, with those from homes in Porto, where electrical appliances are predominantly used. The initial analysis was carried out using simple descriptive statistics, followed by an inference analysis of the two series. As the samples follow a normal distribution, as confirmed by the Shapiro–Wilk test (N = 9), we applied the parametric t-test to compare the two groups. Following this, the indoor/outdoor (I/O) ratios of the concentrations observed in both cities are also presented and analyzed. Finally, given their potential relevance, a comparison was made of the meteorological parameters observed during the campaigns in both cities.

3.4. Exposure Estimate

Various daily exposure scenarios to NO2 concentrations were evaluated, considering the number of hours an individual spends in different environments, both indoors and outdoors. Seven scenarios were considered. The first scenario assumes that an individual spends 10 h indoors, specifically in their home, with the remaining time spent outdoors. The second scenario considers 12 h indoors and the remaining time outdoors, and so on, until the last scenario, which assumes 24 h spent entirely indoors.

4. Results and Discussion

Descriptive statistics of NO2 concentrations, categorized by fuel type, house typology, and house type, are outlined in Table 5. Additionally, the concentrations obtained at each point are shown in Figure 1, and indoor-to-outdoor ratio levels are presented in Figure 2.
Different patterns of NO2 levels are found in the two cities. In Aveiro, the highest levels are observed indoors (59.9 µg·m−3) and the lowest outdoors (13.8 µg·m−3). In the Porto region, the pattern is the opposite, with lower values indoors (10.8 µg·m−3) and higher values outdoors (34.2 µg·m−3). The average NO2 concentration observed in kitchens in the city of Aveiro is 38.6 µg·m−3, as opposed to the average value outdoors, which is 20.4 µg·m−3, corresponding to an average I/O ratio value of 1.90. On the other hand, in the kitchens of homes in the Porto region, the average value of NO2 concentrations observed is 16.7 µg·m−3, which is 56.7% lower than the concentration observed in Aveiro. Furthermore, in the Porto region, the average value observed outdoors is 28.8 µg·m−3, which is 41.1% more than the concentration observed in Aveiro. These concentrations corresponded to an average I/O ratio of 0.58 in Porto, which is 69.3% lower than the I/O observed in Aveiro. Regarding the standard error of indoor NO2 data, we observed a higher value for Aveiro (11.3 µg·m−3) compared to Porto (5.3 µg·m−3). This discrepancy is due to the presence of indoor NO2 sources, particularly the use of natural gas appliances in Aveiro kitchens.
By applying the Shapiro–Wilk test, we observed that the indoor NO2 concentration levels follow the normal distribution in both cities, Aveiro (p = 0.843) and Porto (p = 0.216). Therefore, despite the small sample size, values obtained are compatible with a normal distribution.
Significantly higher levels of NO2 were found in homes with gas appliances (Aveiro) compared with homes without gas appliances (Porto) (p < 0.001, t-test). If we look at the results presented in detail in Figure 1, we can see that the results are consistent in both cities, both indoors and outdoors, following the described pattern. In Aveiro, indoor NO2 concentrations are consistently higher than outdoor levels, whereas in Porto, the opposite trend is observed.
Byproducts from gas stove emissions are not distributed evenly throughout the house. Therefore, it is expected that, during peak NO2 exposures from using the gas stove, the values may exceed the 3-week averages measured in this study by as much as an order of magnitude, especially near the source. The few studies that have measured both short-term and long-term NO2 exposures confirm this relationship [2,8,10].
It is also important to note that larger dwellings in Aveiro city, with gas stoves, tend to have higher NO2 values, when compared to smaller dwellings. In Porto, with electric stoves, this pattern, as expected, does not occur. In both cities, the NO2 indoor and outdoor concentration values tend to decrease from the lowest to the highest floors, further away from road emission sources. This is particularly observed in the houses located in the city of Aveiro.
Concerning the I/O ratio, the pattern is identical to that observed previously, with both cities behaving in a clearly different way. Aveiro has I/O values that are always greater than 1 and the Porto region has I/O values that are always less than 1 (Figure 2).
Assuming that the values observed in both cities can be indicatively compared with the NO2 air quality guideline level of the WHO annual average (10 µg·m−3), it can be observed that, for both cities, both indoors and outdoors, this guideline is being exceeded. Looking at the NO2 annual average limit value of EU directive 2008/50/EC (40 µg·m−3), four of the nine dwellings in Aveiro exceed this value, unlike the observations made in the Porto region where there is no exceedance indoors. Finally, if we take the annual average limit value to be taken by the new air quality directive (20 µg·m−3), all the observations made indoors in Aveiro exceed this value, while, in Porto, only two observations out of eight exceed this standard.
As far as meteorology is concerned, no significant differences were found in the values of the meteorological variables observed in the two cities during the campaigns. The average absolute difference in temperature was around 0.6 °C, in relative humidity less than 4%, and in wind intensity less than 0.7 m.s 1 .
We spend around 70% of our time in our homes, which makes residential air quality of crucial importance [52]. Based on this, it is important to consider for the assessment the outdoor air levels, but also the indoor ones. Figure 3 outlines the daily exposure of the Aveiro and Porto population to NO2 concentrations for different scenarios.
The exposure results indicate that the average daily exposure to NO2 levels is higher in homes located in the city of Aveiro, a less polluted city where people typically use natural gas for cooking. In these homes, exposure tends to increase as the number of hours spent indoors increases. Conversely, in Porto, the NO2 concentration levels are approximately 35.8% lower, and the trend shows a decrease in daily exposure as the number of hours spent indoors increases.
In fact, the population of small-/medium-sized European cities with no problems in terms of outdoor air quality, such as Aveiro, may be exposed to high levels of NO2 due to the consumption of NG in their kitchens. On the other hand, the population of medium-sized cities, such as Porto, with air quality problems, particularly in terms of NO2, may be less exposed to this pollutant if they do not use NG in their cooking.
This is not to suggest that outdoor air quality is unimportant, quite the opposite. Outdoor air quality is crucial to ensuring good ventilation of indoor spaces. However, the findings indicate that the good air quality observed in Aveiro was insufficient to ensure acceptable NO2 levels in its kitchens, where natural gas is used. Conversely, the poor outdoor air quality in Porto did not significantly degrade the NO2 levels observed in its kitchens, which are generally powered by electricity.
The results highlight that stricter air quality monitoring and enforcement are needed. Air is a fundamental resource for human health and well-being. The quality of the outdoor air, where we spend part of our time and which we use to ventilate our buildings, is important, but, above all, the quality of the indoor air, where we spend around 90% of our time (70% at home), is crucial for our health and well-being. Therefore, besides the restrictions on outdoor levels, policies should focus on improving indoor air quality through better ventilation systems and stricter regulations on indoor pollution sources to align with WHO guidelines, aiming for long-term health benefits.
In Aveiro, the high NO2 levels found indoors indicate a pressing need for public health interventions, including raising awareness about the health impacts of NO2, and providing information on mitigation strategies such as the improving ventilation. Given the differences between Aveiro and Porto, policies should be tailored to regional conditions. Aveiro may require more aggressive measures to tackle indoor air quality issues compared to Porto, which currently shows better compliance with air quality standards. Therefore, in regions where air quality is poor, financial support or incentives may be needed for households to improve their ventilation systems and/or invest in new cookers with cleaner technologies.

5. Conclusions

This study investigated the effect of the use of NG in kitchens on human exposure to NO2 under different outdoor air quality levels. To achieve this goal, NO2 concentrations associated with different cooking fuels were measured in kitchens placed in two different medium-sized European cities, Porto and Aveiro. In Porto, where electric cookers predominated, and Aveiro, where natural gas cookers were prevalent, significant differences in indoor NO2 levels were observed. Homes with natural gas cookers consistently exhibited higher NO2 concentrations and exposure compared to those with electric cookers, aligning with previous research highlighting the emissions from gas combustion as a substantial indoor pollutant source.
The exposure results reveal that average daily NO2 exposure is higher in homes in Aveiro, a less polluted city where natural gas is commonly used for cooking. In these homes, exposure tends to rise with the number of hours spent indoors. In contrast, Porto exhibits NO2 levels that are approximately 35.8% lower, with a trend of decreasing daily exposure as indoor time increases.
The results have significant policy implications, indicating that cities with better outdoor air quality, like Aveiro, may still have residents exposed to higher levels of pollution compared to those in more polluted cities, like Porto. However, it is important to note that these findings are preliminary due to the limited sample size of nine kitchens per stove type in each city. Expanding the sample size and including kitchens from both cities for each stove type could enhance the reliability of the comparison.
In addition, several factors, such as cooking behavior—particularly the duration and frequency of gas stove use—as well as the type and level of ventilation, can significantly impact indoor NO2 concentrations. These factors should be carefully monitored in future studies, and guidelines should be developed to improve indoor air quality. On the other hand, Passam samplers are designed to operate accurately over a wide range of temperatures (5 to 40 °C) and humidity (20 to 80%); we did not anticipate that these factors would significantly influence NO2 concentration measurements made in this work. However, in order to maintain experimental control, in future sampling work, the indoor temperature and relative humidity of the study domain should be recorded.
The findings underscore the importance of considering cooking fuel type in indoor air quality management. Despite the absence of indoor NO2 standards in many regions, including the European Union and the U.S., countries like Canada have implemented stricter guidelines. This disparity underscores the need for broader adoption of indoor air quality regulations to mitigate health risks associated with indoor NO2 exposure, particularly in homes relying on natural gas for cooking. Given the amount of time we spend in our homes (around 70% of the time), the results also suggest the need for a change in current human health protection policies, moving from a partial view focused only on outdoor air quality to a holistic view where indoor air quality must also urgently be considered.

Author Contributions

Conceptualization, methodology, and validation, All authors; literature review, T.F.; formal analysis and investigation, All authors; writing—original draft preparation, T.F.; writing—review and editing, All authors; supervision, project administration and funding acquisition, N.B. All authors have read and agreed to the published version of the manuscript.

Funding

This research received financial support from Fundação Fernando Pessoa.

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

All the data used in this article are provided throughout the article.

Acknowledgments

The authors thank all the participants who contributed to this research by allowing their kitchens to be used for the installation of diffusion tubes. We also appreciate the invaluable cooperation and support provided throughout the study, which were essential to its successful completion. Tânia Fontes thanks the Portuguese Foundation for Science and Technology (FCT) for the funding provided for the project with application reference 2022.07805.CEECIND.

Conflicts of Interest

The authors declare no conflicts of interest.

References

  1. Kleipeis, N.E.; Nelson, W.C.; Ott, W.R.; Robinson, J.P.; Tsang, A.M.; Switzer, P.; Behar, J.V.; Hern, S.C.; Engelmann, W.H. The National Human Activity Pattern Survey (NHAPS): A resource for assessing exposure to environmental pollutants. J. Expo. Sci. Environ. Epidemiol. 2001, 11, 231–252. [Google Scholar] [CrossRef] [PubMed]
  2. Eklund, B.; Bernhardt, T. Evaluation of potential short-term exposures to NO2 from cooking. Hum. Ecol. Risk Assess. Int. J. 2024, 1, 409–417. [Google Scholar] [CrossRef]
  3. Garrett, M.H.; Hooper, M.; Hooper, B.M.; Abramson, M.J. Respiratory symptoms in children and indoor exposure to nitrogen dioxide and gas stoves. Am. J. Respir. Crit. Care Med. 1998, 158, 891–895. [Google Scholar] [CrossRef] [PubMed]
  4. Quinn, A.K.; Bruce, N.; Puzzolo, E.; K, D.; Sturke, R.; Jack, D.W.; Mehta, S.; Shankar, A.; Sherr, K.; Rosenthal, J.P. An analysis of efforts to scale up clean household energy for cooking around the world. Energy Sustain. Dev. 2018, 46, 1–10. [Google Scholar] [CrossRef] [PubMed]
  5. Pollard, S.L.; Williams, K.N.; O’Brien, C.J.; Winiker, A.; Puzzolo, E.; Kephart, J.L.; Fandiño-Del-Rio, M.; Tarazona-Meza, C.; Grigsby, M.R.; Chiang, M.; et al. An evaluation of the Fondo de Inclusíon Social Energético program to promote access to liquefied petroleum gas in Peru. Energy Sustain. Dev. 2018, 46, 82–93. [Google Scholar] [CrossRef]
  6. E.I.A. Residential Energy Consumption Survey (RECS), United States Energy Information Administration. 2015. Available online: https://www.eia.gov/consumption/residential/ (accessed on 8 January 2024).
  7. Eurostat. Energy Consumption in Households; Eurostat: Luxembourg, 2024. [Google Scholar]
  8. Hannah, B.; Nicole, K.; Michael, S. Exposing the Hidden Health Impacts of Cooking with Gas, 2023, Technical report. Available online: https://www.clasp.ngo/research/all/eu-gas-cooking-health/ (accessed on 9 January 2024).
  9. Hu, Y.; Zhao, B. Relationship between indoor and outdoor NO2: A review. Build. Environ. 2020, 180, 106909. [Google Scholar] [CrossRef]
  10. Chan, C.C.; Yanagisawa, Y.; Spengler, J. Personal and Indoor/Outdoor Nitrogen Dioxide Exposure Assessments of 23 Homes in Taiwan. Toxicol. Ind. Health 1990, 6, 173–182. [Google Scholar] [CrossRef]
  11. Kilabuko, J.; Matsuki, H.; Nakai, S. Air quality and acute respiratory illness in biomass fuel using homes in Bagamoyo Tanzania. Int. J. Environ. Res. Public Health 2007, 4, 39–44. [Google Scholar] [CrossRef]
  12. Saeed, A.; Abbas, M.; Manzoor, F.; Ali, Z. Assement of fine particulate matter and gaseous emissions in urban and rural kitchens using different fuels. J. Anim. Plant Sci. 2015, 25, 687–692. [Google Scholar]
  13. Kumie, A.; Emmelin, A.; Wahlberg, S.; Berhane, Y.; Ali, A.; Mekonnen, E.; Brandstrom, D. Magnitude of indoor NO2 from biomass fuels in rural settings of Ethiopia. Indoor Air 2009, 19, 14–21. [Google Scholar] [CrossRef]
  14. Colbeck, I.; Nasir, Z.A.; Ali, Z.; Ahmad, S. Nitrogen dioxide and household fuel use in the Pakistan. Sci. Total. Environ. 2010, 409, 357–363. [Google Scholar] [CrossRef] [PubMed]
  15. Hu, D.; Gao, H.; Li, W.; Jia, C.; Lin, Y.; Shi, L.; Xu, X.; Geng, Z.; Mo, T.; Jiang, Q.; et al. A pilot study on characterization of air pollutants from typical Chinese cooking with clean fuels without and with range hood usage. Atmos. Pollut. Res. 2022, 13, 101537. [Google Scholar] [CrossRef]
  16. Melia, R.; Du, V.; Florey, C.; Darby, S.; Palmes, E.; Goldstein, B. Differences in NO2 levels in kitchens with gas or electric cookers. Atmos. Environ. 1978, 12, 1379–1381. [Google Scholar] [CrossRef]
  17. Kornartit, C.; Sokhi, R.; Burton, M.; Ravindra, K. Activity pattern and personal exposure to nitrogen dioxide in indoor and outdoor microenvironments. Environ. Int. 2010, 36, 36–45. [Google Scholar] [CrossRef]
  18. Fischer, P.; Brunekreef, B.; Boleij, J. Indoor NO2 pollution and personal exposure to NO2 in two areas with different outdoor NO2 pollution. Environ. Monit. Assess. 1986, 6, 221–229. [Google Scholar] [CrossRef] [PubMed]
  19. Spengler, J.; Duffy, C.; Letz, R.; Tibbitts, T.; Ferris, B. Nitrogen dioxide inside and outside 137 homes and implications for ambient air quality standards and health effects research. Environ. Sci. Technol. 1983, 17, 164e168. [Google Scholar] [CrossRef]
  20. Tian, L.; Guoqiang, Z.; Zhang, Q.; Moschandreas, D.J.; Hao, J.; Lin, J.; Liu, Y. The Impact of Kitchen Activities on Indoor Pollutant Concentrations. Indoor Built Environ. 2008, 17, 377–383. [Google Scholar] [CrossRef]
  21. Kashtan, Y.; Nicholson, M.; Finnegan, C.J.; Ouyang, Z.; Garg, A.; Lebel, E.D.; Rowland, S.T.; Michanowicz, D.R.; Herrera, J.; Nadeau, K.C.; et al. Nitrogen dioxide exposure, health outcomes, and associated demographic disparities due to gas and propane combustion by U.S. stoves. Sci. Total. Environ. 2024, 30, 409–417. [Google Scholar] [CrossRef]
  22. Jolanta, C.; Volkmer, R.E.; Edwards, J.W. Domestic Nitrogen Oxide Exposure, Urinary Nitrate, and Asthma Prevalence in Preschool Children. Arch. Environ. Health 2001, 56, 433–438. [Google Scholar] [CrossRef]
  23. Willers, S.; Brunekreef, B.; Oldenwening, M.; Smit, H.; Kerkhof, M.; De Vries, H. Gas cooking, kitchen ventilation and exposure to combustion products. Indoor Air 2006, 16, 65–73. [Google Scholar] [CrossRef]
  24. Swierczyna, R.; Johnson, M.; LaFleur, J.; Stein, J. Evaluating Residential Kitchen IAQ and Hood Performance. ASHRAE Trans. 2022, 128, 429. [Google Scholar]
  25. Zhang, Y.; Chen, B.; Liu, G.; Wang, J.; Zhao, Z.; Lin, L. Natural gas and indoor air pollution: A comparison with coal gas and liquefied petroleum gas. Biomed Env. Sci. 2003, 16, 227–236. [Google Scholar]
  26. Seltenrich, N. Take Care in the Kitchen: Avoiding Cooking-Related Pollutants. Environ. Health Perspect. 2014, 122, A154–A159. [Google Scholar] [CrossRef] [PubMed]
  27. Singer, B.C.; Chan, W.R.; Kim, Y.S.; Offermann, F.J.; Walker, I.S. Indoor air quality in California homes with code-required mechanical ventilation. Indoor Air 2020, 30, 885–899. [Google Scholar] [CrossRef]
  28. Chao, C.; Law, A. A study of personal exposure to nitrogen dioxide using passive samplers. Build. Environ. 2000, 35, 545–553. [Google Scholar] [CrossRef]
  29. Barros, N.; Fontes, T.; Silva, M.; Manso, M.C. How wide should be the adjacent area to an urban motorway to prevent potential health impacts from traffic emissions? Transp. Res. Part Policy Pract. 2013, 50, 113–128. [Google Scholar] [CrossRef]
  30. Gu, J.; Du, X.; Wang, Q.; Liang, Z.; Li, G.; An, T. Continuous Measurement of the Dynamics of Residential Indoor and Outdoor NO2 and the Contributions to Human Exposure. In Environmental Pollution; SSRN: Rochester, NY, USA, 2024. [Google Scholar] [CrossRef]
  31. Lebel, E.D.; Finnegan, C.J.; Ouyang, Z.; Jackson, R.B. Methane and NOx Emissions from Natural Gas Stoves, Cooktops, and Ovens in Residential Homes. Atmos. Pollut. Res. 2022, 56, 2529–2539. [Google Scholar] [CrossRef]
  32. Spicer, C.W.; Coutant, R.W.; Ward, G.F.; Joseph, D.W. Rates and mechanisms of NO2 removal from indoor air by residential materials. Environ. Int. 1989, 15, 643–654. [Google Scholar] [CrossRef]
  33. Sun, L.; Singer, B.C. Cooking methods and kitchen ventilation availability, usage, perceived performance and potential in Canadian homes. J. Expo. Sci. Environ. Epidemiol. 2020, 33, 439–447. [Google Scholar] [CrossRef]
  34. Singer, B.C.; Pass, R.Z.; Delp, W.W.; Lorenzetti, D.M.; Maddalena, R.L. Pollutant concentrations and emission rates from natural gas cooking burners without and with range hood exhaust in nine California homes. Build. Environ. 2017, 122, 215–229. [Google Scholar] [CrossRef]
  35. Zota, A.; Adamkiewicz, G.; Levy, J.; Spengler, J. Ventilation in public housing: Implications for indoor nitrogen dioxide concentrations. Indoor Air 2005, 15, 393–401. [Google Scholar] [CrossRef] [PubMed]
  36. Bauer, M.A.; Utell, M.J.; Morrow, P.E.; Speers, D.M.; Gibb, F.R. Inhalation of 0.30 ppm nitrogen dioxide potentiates exercise-induced bronchospasm in asthmatics. Am. Rev. Respir. Dis. 1986, 134, 1203–1208. [Google Scholar] [PubMed]
  37. Li, J.; Zhang, X.; Li, G.; Wang, L.; Yin, P.; Zhou, M. Short-term effects of ambient nitrogen dioxide on years of life lost in 48 major Chinese cities, 2013–2017. Chemosphere 2021, 263, 127887. [Google Scholar] [CrossRef] [PubMed]
  38. USEPA. Basic Information about NO2. 2023. Available online: https://www.epa.gov/NO2-pollution/basic-information-about-NO2 (accessed on 9 January 2024).
  39. WHO, World Health Organization. WHO Global Air Quality Guidelines: Particulate Matter (PM2.5 and PM10), Ozone, Nitrogen Dioxide, Sulfur Dioxide and Carbon Monoxide; World Health Organization (WHO): Geneva, Switzerland, 2021.
  40. WHO. Air Quality Guidelines: Global Update 2005: Particulate Matter, Ozone, Nitrogen Dioxide and Sulfur Dioxide; World Health Organization (WHO): Geneva, Switzerland, 2006.
  41. EU. EU Air Quality Standards. Technical Report. 2008. Available online: https://environment.ec.europa.eu/topics/air/air-quality/eu-air-quality-standards_en (accessed on 9 January 2024).
  42. Australia State of Environment. National and International Agreements and Policy. Technical Report. 2021. Available online: https://soe.dcceew.gov.au/air-quality/management/national-and-international-agreements-and-policy (accessed on 12 January 2024).
  43. Australia Government, NEPC. Variation to Ambient Air Quality NEPM-Ozone, Nitrogen Dioxide and Sulfur Dioxide. Technical Report. 2008. Available online: https://www.nepc.gov.au/nepms/ambient-air-quality/variation-ambient-air-quality-nepm-ozone-nitrogen-dioxide-and-sulfur. (accessed on 7 January 2024).
  44. NIPH. National Institute of Public Health. Air Quality Criteria—Effects of Air Pollution on Health; Technical Report (2013:9); National Institute of Public Health: Phnom Penh, Cambodia, 2017. [Google Scholar]
  45. WHO. Air Quality Guidelines for Europe, 1st ed.; World Health Organization (WHO): Geneva, Switzerland, 1987. [Google Scholar]
  46. WHO. Air Quality Guidelines for Europe, 2nd ed; World Health Organization (WHO): Geneva, Switzerland, 2000. [Google Scholar]
  47. GB/T 18883-2002; Indoor Air Quality Standard. Standards Press of China: Beijing, China, 2022. Available online: https://www.chinesestandard.net/PDF/English.aspx/GBT18883-2002 (accessed on 11 January 2024).
  48. Government of Canada. Residential Indoor Air Quality Guideline: Nitrogen Dioxide. Technical Report, 2015. Available online: https://www.canada.ca/en/health-canada/services/publications/healthy-living/residential-indoor-air-quality-guideline-nitrogen-dioxide.html (accessed on 7 January 2024).
  49. USEPA. Review of the Primary National Ambient Air Quality Standards for Oxides of Nitrogen; United States Environmental Protection Agency: Washington, DC, USA, 2018; Volume 83, pp. 17226–17278. [Google Scholar]
  50. South African Bureau of Standards. SANS 1929: Ambient Air Quality—Limits for Common Pollutants. Technical Report, 2011. Available online: https://archive.org/details/za.sans.1929.2011/page/n1/mode/2up (accessed on 12 January 2024).
  51. Passam. Diffusion Tube for Nitrogen Dioxide; Passam AG, Technical Report (SP01_NO2_2023), 2023. Available online: https://www.passam.ch/wp-content/uploads/2023/02/SP01_NO2_Product-Sheet_2023_EN.pdf (accessed on 12 January 2024).
  52. Mannan, M.; Al-Ghamdi, S. Indoor air quality in buildings: A comprehensive review on the factors influencing air pollution in residential and commercial structure. Int. J. Environ. Res. Public Health 2021, 18, 3276. [Google Scholar] [CrossRef]
Figure 1. NO2 concentrations obtained per sample ( μ g·m−3).
Figure 1. NO2 concentrations obtained per sample ( μ g·m−3).
Applsci 14 08461 g001
Figure 2. Indoor/outdoor ratio (I/O) obtained per sample collected.
Figure 2. Indoor/outdoor ratio (I/O) obtained per sample collected.
Applsci 14 08461 g002
Figure 3. Integrated daily NO2 exposure for different scenarios ( μ g·m−3 day).
Figure 3. Integrated daily NO2 exposure for different scenarios ( μ g·m−3 day).
Applsci 14 08461 g003
Table 3. Air quality NO2 ( μ g·m−3) guidelines and standards for several countries and organizations.
Table 3. Air quality NO2 ( μ g·m−3) guidelines and standards for several countries and organizations.
Authority, Ref.I / O aYear to Be MetMax. 15 min AverageMax. 1 h AverageMax. 24 h AverageAnnual Concentration
WHO [45]Both1992-400150-
WHO [46]Both2000-200-40
WHO [39]Both2021-2002510
China  [47]I2022-200--
Canada b [48]I2015-170-20
Canada b [48]I1987-480-100
Australia [42]O2021-182-38.5
Australia [43]O2025-150-28.2
EU  [41]O2010-200 (18)-40
Norway [44]O2013300100-30
US EPA [49]O1971---100
US EPA [49]O2010-188--
South Africa  [50]O2002-200 (88)-40 (0)
a I: indoors, O: outdoors. b Values defined for the short term and long term.
Table 4. Main characteristics of samples collected.
Table 4. Main characteristics of samples collected.
IDCityHouse Characteristics
Type Typology a Total n.° of Inhab. Cooking
Fuel
(n.º of Children b)
P1AveiroHouseT53 (0)NG
P2AveiroFlat (2nd floor)T44 (0)NG
P3AveiroFlat (3rd floor)T33 (0)NG
P4AveiroFlat (5th floor)T34 (0)NG
P5AveiroFlat (2nd floor)T34 (0)NG
P6AveiroFlat (G floor)T23 (0)NG
P7AveiroFlat (1st floor)T32 (0)NG
P8AveiroFlat (3rd floor)T32 (0)NG
P9AveiroFlat (2nd floor)T42 (0)NG
P10PortoHouseT43 (0)Electric
P11PortoHouseT43 (0)Electric
P12PortoFlat (3rd floor)T45 (0)Electric
P13PortoFlat (1st floor)T44 (0)Electric
P14PortoFlat (2nd floor)T34 (0)Electric
P15PortoFlat (5th floor)T43 (0)Electric
P16PortoFlat (9th floor)T44 (0)Electric
P17PortoFlat (4th floor)T34 (0)Electric
P18PortoFlat (2nd floor)T34 (2)Electric
a T1: one bedroom, dining room, kitchen, and bathroom (at least one). b Number of inhabitants under 18 years old.
Table 5. Statistics of NO2 concentrations obtained during field campaigns (µg·m−3).
Table 5. Statistics of NO2 concentrations obtained during field campaigns (µg·m−3).
Indoors Outdoors
City/Fuel TypeNMin.Max.Avg. ± SEMMin.Max.Avg. ± SEMI/O
Fuel type
- NG (Aveiro)923.859.938.6  ± 11.313.829.620.4 ± 5.31.90
- Electricity (Porto)910.826.116.7 ± 5.523.134.228.8 ± 3.60.58
House typology (flats)
- NG (Aveiro)
- T21--30.0--17.71.69
- T3529.246.538.4 ± 8.017.129.623.2 ± 6.11.64
- T4243.859.951.9 ± 11.413.810.816.8 ± 4.23.09
- Electricity (Porto)
- T3313.423.818.0 ± 5.328.131.029.7 ± 1.50.61
- T4410.826.117.6 ± 7.823.134.229.5 ± 5.00.60
House type (flats)
- NG (Aveiro)
- 1st floor1--46.5--29.61.57
- 2nd floor343.859.949.8 + 8.813.828.820.8 ± 7.52.39
- 3rd floor229.231.130.2 + 1.317.123.320.2 ± 4.41.49
- 5th floor1--37.8--17.12.21
- Electricity (Porto)
- 1st floor1--10.8--23.10.47
- 2nd floor216.723.820.3 ± 5.028.129.929.00.70
- 3rd floor1-----34.2-
- 4th floor1--13.4--31.00.43
- 5th floor1--26.1--32.70.80
- 9th floor1--16.0--28.00.57
N: n.° of samples, Min: minimum, Max: maximum, Avg: average, SEM: Standard Error of the Mean.
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content.

Share and Cite

MDPI and ACS Style

Barros, N.; Fontes, T. Impact of Kitchen Natural Gas Use on Indoor NO2 Levels and Human Health: A Case Study in Two European Cities. Appl. Sci. 2024, 14, 8461. https://doi.org/10.3390/app14188461

AMA Style

Barros N, Fontes T. Impact of Kitchen Natural Gas Use on Indoor NO2 Levels and Human Health: A Case Study in Two European Cities. Applied Sciences. 2024; 14(18):8461. https://doi.org/10.3390/app14188461

Chicago/Turabian Style

Barros, Nelson, and Tânia Fontes. 2024. "Impact of Kitchen Natural Gas Use on Indoor NO2 Levels and Human Health: A Case Study in Two European Cities" Applied Sciences 14, no. 18: 8461. https://doi.org/10.3390/app14188461

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop