The Levels of Toxic Air Pollutants in Kitchens with Traditional Stoves in Rural Sierra Leone ()
1. Introduction
The release of air pollutants due to burning biomass fuels (wood, dung, crop residue, charcoal) is recognized to be an important issue for indoor air quality mainly in developing countries. These fuels are primarily used for cooking and space heating. Roughly half of the global population, around three billion, depend on biomass fuels for domestic energy [1]. These fuels are traditionally burnt in simple stoves with poor combustion efficiency, under poor ventilation conditions. This often results in emission of smoke that contains several health deteriorating substances at varying concentrations which can pose threat to humans. These substances in smoke are referred to as toxic air pollutants. About 1.5 million deaths around the world is attributed to exposure to smoke from biomass fuels, with more than two thirds of these deaths occurring in South East Asia and Sub-Sahara Africa [2]. Therefore, indoor air pollution caused by biomass smoke is a major public health concern. Among the indoor air toxic pollutants generated from kitchen smoke are polycyclic aromatic hydrocarbons (PAHs); suspended particulate matter (SPM), a form of particulate matter; and carbon monoxide (CO) [3].
PAHs are ubiquitous environmental pollutants with toxic and carcinogenic properties, and are included in the list of hazardous air pollutants by the US Environmental Protection Agency (USEPA). The International Agency for Research on Cancer has classified PAHs, particularly Benzo(a)pyrene (BaP) as Group 1 human carcinogen [4]. Several countries and organizations have set up protective health standards for BaP based on the carcinogenic potential of inhaled particulate PAHs in ambient air. For instance, the guideline value of BaP proposed by the 4th Daughter Directive (2004/107/EC) is 1 ng/m3; 0.25 ng/ m3 in USA [5]; 0.25 ng/m3 in UK [5]; 10 ng/m3 in China [6]. The likely health outcome of exposure to PAHs is cancer. For instance, exposure to smoky fuels has been associated with increased lung cancer in China [7]. Another common pollutant in smoke is particulate matter (PM), and it is one of the widely studied indicator species of indoor air pollution that arises from biomass smoke. There is much research focus now on PM2.5 released from biomass smoke. This size fraction can penetrate deep into human lungs making it a major health risk [8,9]. Previous studies have linked particulate matter derived from biomass smoke to acute respiratory infections (ARI) and chronic obstructive pulmonary disease (COPD) [10- 13]. As the combustion process of biomass fuels is often incomplete, it generates CO, linked to cardiovascular diseases [14].
In Africa, more than 70% of the population largely depends on biomass fuels for domestic energy [15]. Wood and charcoal fuels are largely burnt in poorly ventilated kitchens for domestic cooking. Several studies have reported various levels of indoor air pollutants derived from these fuels in some African countries [16-22]. The consumption of biomass energy in Sierra Leone has been described in details elsewhere [23]. Sierra Leone was ranked among one of the 21 worst affected countries where close to 5% of deaths and disease is caused by indoor air pollution, partly as a consequence of the dependence on biomass fuels [1]. As these fuels are used in kitchens that are poorly ventilated, they are a cause for indoor air quality concerns. The emission levels of pollutants such as PAHs, PM10 and CO are notably high during cooking periods [16,18,24,25]. For instance, total PAHs concentration during cooking and non cooking periods were 6.21 µg/m3 and 1.41 µg/m3 respectively [24], and a similar observation made for PM10 [25]. The issue of smoky kitchens in Sierra Leone is common because of the local reliance on wood and charcoal stoves for cooking. The extent of emissions that characterize these kitchens, however, has not been studied; hence, there is lack of data on indoor air pollution in Sierra Leone. In this report, we focused on the levels of PAHs, PM and CO in rural kitchens, considering the environmental health implications of these pollutants. Hence, the levels of particulate PAHs, PM and CO generated during cooking in kitchens with wood and charcoal stoves were measured in rural Sierra Leone, and their implication to public health highlighted.
2. Materials and Methods
2.1. Study Area, Kitchen Description and Sampling
The study took place in Waterloo and Tombo in the Western Rural District of Sierra Leone Figure 1. As typical rural communities, biomass fuels (wood and charcoal) consumption is high in Waterloo and Tombo. Through our field observations, we estimated Waterloo and Tombo to have more than 75% and 85% of homes that use charcoal and wood, respectively.
Waterloo is a rural community that has expanded in size in recent years due to congestion in the commercial capital Freetown. It is located 30 km east of Freetown.
Figure 1. Map of Africa indicating Sierra Leone; with an extended map of Western Sierra Leone showing Western Rural Area with sampling zones in black triangles, and Freetown the capital city in Western Urban Area.
Several homes are constructed from cement bricks and with corrugated metal sheets roofing. Monitored homes comprised 3 - 4 bedrooms with indoor kitchens. The kitchens have paved cement floor, a window and a door that were opened during cooking (opened kitchen). Charcoal stove (known locally as wonder stove) was used in the monitored homes. The wonder stove is cylindrically shaped and about 15 inches tall. The inside is made of clay but has a metallic outer body. It has indented surface and solid base in the middle that retain cooking fuel, three metal rings on top that hold cooking pots and a large base with vacuum that hold ashes. This information is found in Supplementary Figure 1 at the end of the manuscript texts.
Tombo community is characterized by settlements where kitchen is separated from the main home. Homes are predominantly made from mud with corrugated metal or thatched roofing. It is 14 km away from Waterloo along the Freetown Peninsula. Monitored homes consisted of 1 - 3 bedrooms with separate outdoor kitchens. Kitchens were close to a square in structure with walls made from mud or metal sheets, unpaved floor and a single door and window that were opened during cooking (opened kitchen). Wood stoves (consisting of three stones arranged into a tripod) were used in these kitchens (open wood fires); (Supplementary Figure 2). Wood is normally obtained from nearby forests and thickets from which charcoal is processed, transported and sold to communities where the demand is high.
Ten homes having kitchens with wood stoves and another ten with charcoal stoves were monitored in the two different communities for particulate PAHs and CO. Five homes from the above ten in each community were similarly monitored for PM. Oral informed consent was obtain
(a)(b)
Figure 2. Distribution profile of individual (a) PM2.5 and (b) PM2.5-10 bound PAHs released in kitchens with wood and charcoal stoves. PHE—phenanthrene; ANT—anthracene; FLT—fluoranthene; PYR—pyrene; BaA—benzo(a)anthracene; CHY— chrysene; BbF—benzo(b)fluoranthene; BkF—benzo(k)fluoranthene; BaP—benzo(a)pyrene; DBA—dibenzo(a,h)anthracene; BgP—benzo(g,h,i)pyrelene.
ed through the head of each home we monitored a day before the actual monitoring commenced.
2.2. Measurement of Indoor Air Toxics
Toxic air pollutants-PAHs, PM and CO-were all measured in kitchens by placing respective samplers at a height of 1 m above the ground and 1 m off the stove, representing the breathing and active cooking zone of a sitting woman. Samples were cumulatively measured for two cooking activities each lasting for two hours (for PAHs), and real time monitoring made (for PM and CO) in the kitchen for the same duration of measurement for PAHs.
2.2.1. Polycyclic Aromatic Hydrocarbons
Air particulate matter were collected on a 20 mm (for PM2.5) and 10 mm (for PM2.5-10) diameter Teflon coated glass fiber filter using Sibata ATPS-20H dual impactor (Sibata Scientific Technology Limited) [26]. No gravimetric measurement of particulate matter was made. A uniform flow rate of 1.5 l/min was maintained during cooking for each kitchen. Samples collected in each day were wrapped in aluminum foils and stored at freezing temperature. After the field work was complete, all the samples were transported to Japan for analysis.
2.2.2. Suspended Particulate Matter
The information regarding the measurement procedure for SPM has been described elsewhere [23]. As SPM is a form of PM, the term for the latter was used in this study, and we considered the measured values obtained for PM to be similar to PM10.
2.2.3. Carbon Monoxide
CO was monitored by Lascar EL-USB-CO data logger with USB interface. Concentration of CO was logged every minute.
2.3. PAHs Extraction, Analysis and Quality Control
The sample extraction process is a modified method that has been previously reported [27] and recently reported [26]. In brief, PAHs were extracted from the filters with a mixture of benzene/ethanol in the ratio (3:1) in an ultrasonic bath for 50 minutes in 2 cycles. After centrifugation at 3000 rpm for 10 minutes, the extracts were filtered and the filtrates were transferred to a rotary evaporating flask into which 100 μl of dimethyl sulfoxide was added for preservation. Final volume was adjusted to 1 ml by adding 900 μl of acetonitrile and the sample solution was injected into the following HPLC system.
Chromatographic separation and identification of 11 PAHs was enhanced by HPLC system (HP1100; Agilent Technologies) equipped with fluorescence detector supported by diode array detector. A guard column (30 × 4.6 mm, 5 μm) for clean up and an analytical column of PAHs (125 × 4.6 mm, 5 μm) were C18 EnviroSep-PP (Phenomenex). Concentrations of 11 PAHs were quantified according to their elution order as follows: Phenanthrene [PHE], anthracene [ANT], Fluoranthene [FLT], Pyrene [PYR], Benzo(a)anthracene [BaA], Chrysene [CHY] Benzo(b)fluoranthene [BbF], Benzo(k)fluoranthene [BkF], Benzo(a)pyrene [BaP], Dibenzo(a,h)anthracene [DBA] and Benzo(ghi)pyrelene [BgP].
Results presented were corrected for trace levels of PHE and PYR from the field blank filters. A five-point calibration curve of individual PAH at different concentrations was prepared to determine the linearity of responses, and a good correlation coefficient of over 0.97 was obtained for each PAH species. Deuterated PAHs (phenanthrene-d10, pyrene-d10 and benzo(a)pyrene-d12) were added as surrogate to examine extraction and clean up procedures, and the surrogates recoveries ranged from 85% to 96%. The recoveries were acceptable and compared well with those reported in other studies for PAHs [28,29].
2.4. Data Analysis
The total concentrations of eleven PAHs are represented as (∑11PAHs). Average concentrations of ∑11PAHs were calculated separately for PM2.5 and PM2.5-10 bound PAHs released from wood and charcoal stoves. PM and CO concentrations for four hours were time averaged for each home with wood or charcoal stove. Using the time averaged concentrations, the arithmetic means were calculated. Maximum 1-hr arithmetic means were also calculated for each kitchen for CO to compare with WHO guideline. BaP equivalent concentrations of PAHs were estimated for wood and charcoal with the procedure described elsewhere [26]. Statistical analysis was conducted using JMP 8 (SAS Institute Inc. 2009).
3. Results
Mean ± SD PM2.5 bound ∑11PAHs concentration is 2127 ± 1173 ng/m3, range 319 - 4282 ng/m3 for wood stoves; and 158 ± 106 ng/m3, range 38 - 355 ng/m3 for charcoal stoves. Similarly, Mean ± SD PM2.5-10 bound ∑11PAHs concentration is 73 ± 43 ng/m3, range 23 - 144 ng/m3 for wood stoves; and 22 ± 8 ng/m3, range 8 - 32 ng/m3 for charcoal stoves. The distribution profile of eleven PM2.5 and PM2.5-10 bound PAHs generated from wood and charcoal stoves is presented in Figures 2(a) and (b), respectively. Concentrations of ∑11PAHs in kitchens with wood stoves were considerably greater than kitchens with charcoal stoves for PM2.5 bound PAHs (p = 0.0003) and PM2.5-10 bound PAHs (p = 0.0024).
The composition of PM2.5 bound PAHs as a percentage of ∑11PAHs (PM2.5 + PM2.5-10) range from 93% - 98% (average 96%) for wood stoves, and from 60% - 93% (average 84%) for charcoal stoves. The abundant PM2.5 bound PAHs in kitchens with wood stoves were PYR, BaP, FLT and DBA constituting 60% of ∑11PAHs, and DBA, BbF, BaP and PHE representing 63% for charcoal stoves. Medium molecular weight (MMW) PM2.5 bound PAHs with 4-condensed rings [FLT, PYR, BaA, CHY] were mostly present in kitchens with wood stoves representing 50% compared with 20% for charcoal stoves Figure 3. Higher molecular weight (HMW) PM2.5 bound PAHs [BbF, BkF, BaP, DBA, BgP] with 5- and 6-condensed rings constituted 44% for kitchens with wood stoves compared with 66% for charcoal stoves Figure 3.
The BaP equivalent concentrations (a measure to assess PAH carcinogenic potency) for PM2.5 bound PAHs among kitchens with wood stoves range from 128 - 1130 ng/m3, (average 616 ng/m3); and 13 - 144 ng/m3, (average 58 ng/m3) for charcoal stoves Figure 4. The mean
Figure 3. Ring number distribution of PM2.5 bound PAHs in kitchens with wood and charcoal stoves expressed as percentage. 3-rings (PHE & ANT) represent lower molecular weight PAHs; 4-rings (FLT, PYR, BaA & CHY) represent medium molecular weight PAHs; and 5,6-rings (BbF, BkF, BaP, DBA & BgP) represents higher molecular weight PAHs.
Figure 4. Estimated BaPeq concentrations in kitchens with wood and charcoal stoves for PM2.5 PAHs.
BaPeq concentration was 11 times higher in kitchens with wood stoves relative to charcoal stoves. The contribution of individual PAH to total BaPeq concentration is presented in Figure 4. Mean BaP contributed 50% and 43% to total BaPeq for wood and charcoal stoves, respectively. The contribution of the more carcinogenic PAHs “CANPAHs” (BaA, CHY, BbF, BkF, BaP, and DBA) to total BaPeq concentration was more than 99% for either wood or charcoal stove. These results suggest that carcinogenic PM2.5 bound PAHs played an important role in total BaPeq from health risk view point.
Mean PM ± SD concentration in kitchens with wood and charcoal stoves is presented in Figure 5(a). The range of PM concentration for kitchens with wood stoves was 672 - 3237 µg/m3, and 75 - 537 µg/m3 for charcoal stoves. Mean PM concentration indicated 5.4 times particulate pollution in kitchens with wood stoves compared with charcoal stoves. Mean CO ± SD concentration in kitchens with wood and charcoal stoves is presented in Figure 5(b). The range of CO concentration for kitchens with wood and charcoal stoves was 16 - 51 ppm and 14 - 95 ppm, respectively. The maximum 1-hr time averaged CO ± SD concentration for every kitchen with wood was 44 ± 21, and 77 ± 49 for charcoal stoves. The WHO recommended guideline for 1-hr CO exposure (26 ppm) was exceeded in 90% of the kitchens with wood stoves and
(a)(b)
Figure 5. Mean (box) ± standard deviation concentrations for (a) PM and (b) CO in kitchens with wood and charcoal stoves. Error bar represent one standard deviation from the mean.
all of the kitchens with charcoal stoves. There was a significant difference between mean 1-hr vs. 4-hr CO exposures for kitchens with wood stoves (p = 0.025; t-test), and (p = 0.032; t-test) for charcoal stoves. A probable reason for the observed difference could be due to the addition of fuels during cooking activities.
4. Discussion
Particulate bound PAHs were significantly higher in kitchens with wood stoves than charcoal stoves. This observation could probably be due to the burning conditions and emission characteristics of the two fuels. Charcoal burns much hotter than wood, hence, it emits little or no smoke, but the reverse is true for wood. PAHs production during biomass burning is a multi-step process that is hinged on progressive aromatization and surface reaction yield [30], and the higher yield of PAHs in kitchens with wood stoves relative to charcoal stoves could suggest that the above mentioned processes are more favored in wood fires. Thus, the pattern of particulate PAHs pollution between wood and charcoal in the current study is consistent with the literature [19,31,32].
The total PM2.5 bound PAHs in the current study was compared with another study using similar PAH members Figure 6(a). From the figure, total concentration of PAHs in the referred study [24] was higher compared with what the current study reported for kitchens with wood stoves. The observed elevation of total PAHs in the aforementioned study could be due to the mixture of wood, leaves, twigs, crop residues used for cooking in rural India, for which emission may vary. We also compared total PM2.5 bound PAHs with a similar study in Tanzania [19] by using related PAH members from kitchens with wood and charcoal stoves Figures 6(a) and (b). Elevated total PM2.5 bound PAHs was again observed in the referred study relative to this study. The difference in concentrations could perhaps be explained by the cooking practice in Tanzania, as kitchen doors and windows were partly closed during cooking, thereby reducing dispersion of particulate PAHs outdoor through ventilation. The levels of PAHs especially BaP was high in a controlled experiment where ventilation was restricted [33].
The composition of ∑11PAHs indicated that PAHs were chiefly associated with PM2.5 for both wood and charcoal stoves. Evidently, there is higher amount of PAHs associated with PM2.5 in kitchens with wood stoves than charcoal stoves. In agreement with two previous studies, wood smoke largely contain particles with size less than 2.5 µm [34,35]. The high content of PM2.5 PAHs would suggest that PAHs released from wood smoke usually coagulate or condense after emission and subsequently collected during measurement. Particle size distribution is important for human exposure and risk
(a)(b)
Figure 6. Comparison of total PAHs with other studies. Total concentrations of BaA, CHY, BbF, BkF, BjF BaP, DBA was computed for [24]; and PHE, ANT, FLT, PYR, BaA, CHY, BbF, BkF, BjF BaP, DBA and BgP were similarly computed for [19]. n = the number of similar PAH members between the studies; but as for [19], n = 12 because BbF, BkF and BjF co-eluted; and n = 7 for [24] given the fewer number of PAHs measured.
assessment, because toxicological studies have implicated exposure to these particles to various health endpoints, as they are determined to which part of the respiratory tract particles are deposited.
Though MMW PAHs are much more semi volatile in nature, and can occur in both gaseous and particulate phases, their presence generally in the particle phase could be due to slow accumulation and cooling process of plumes of wood smoke. These processes might have accounted for the relative high proportion of PM2.5 bound MMW PAHs in the current study. It has been observed that MMW PAHs are dominant in wood smoke [36,37], and we share similar viewpoint given our results for MMW PAHs. On the contrary, the low proportion of PM2.5 bound MMW PAHs for kitchens with charcoal stove could be attributed to low emission of smoke during charcoal fires, since charcoal burns in a smoldering form (without flames) after it is lit up. Also, charcoal production involves wood pyrolysis through carbonization, and it could represent an important process in the loss of the more volatile MMW PAHs. Notably is the dominance of HMW in charcoal smoke, which may suggest that these compounds could persist during the carbonization process.
Diagnostic ratios of PAHs isomers are used to identify the origin of aerosols as part of source apportionment studies. In addition, they can serve as markers or tracers of pollution sources. The ratios of PHE/PHE + ANT, FLT/FLT + PYR and BaA/BaA + CHY obtained from combusting biomass fuels were compared with other studies in the literature Table 1. Generally, the ratios from the same source (fuel type) are consistent with the other studies. There is, however, slight variation in the ratios between the present study and studies in the literature, and we associated this observation to the particulate and gaseous emissions collected, sampling proximity to the source, or the difference in study design etc, between the studies.
Mean BaP concentration for kitchens with wood and charcoal stoves were (308 ng/m3) and (25 ng/m3), respectively. The mean BaP concentration for either wood or charcoal stove is well below those reported in occupational environments for coke oven in Norway (37.0 µg/m3) during area measurement for particulate PAHs [40]; carbon anode production in Switzerland (1.15 µg/m3) during personal measurement for gaseous and particulate PAHs [41]; but higher than in neighborhoods with high traffic density in Canada (22.9 ng/m3) [42]. The reported BaP concentration for either wood or charcoal is well above the WHO margin of safety (1 ng/m3) in the current study. Even the BaPeq concentration which expresses the carcinogenic potency of PAH mixture is not negligible, and should be taken into account for health protection in the future, particularly the health of women (chief cook) and children, given their frequencies and length of time they may spend in the kitchen.
The pattern of particulate air pollution was higher in kitchens with wood stoves than charcoal stoves, and this would indicate that charcoal stoves emit less particulate matter. This finding is in accordance with existing evidence [18,20]. The mean PM concentration (1686 µg/m3) for kitchens with wood stoves was higher relative two previous studies conducted in similar indoor environment in Africa. For instance, mean PM10 concentration during cooking in Mozambique was 1200 µg/m3 [21], and another study in Tanzania reported mean PM10 concentration of 656 µg/m3 during the same task [20]. But, the mean PM10 concentration 5260 µg/m3 reported in India [24], was higher relative to the mean level in this study. Factors responsible for the difference in concentrations of indoor air pollutants have been reported to be; the type of biomass burnt, stove type, burning intensity, kitchen area, ventilation rate, spatial distribution of pollutants, duration of monitoring etc, for which these factors may vary in emission rate [15,43].
Particulate matter is the widely studied indicator species of indoor air pollution. The WHO has recommended 50 µg/m3 for 24-hr PM10 exposure in ambient air. The monitoring period for PM in this study was limited to 4-hr. Although all the kitchens had mean level that exceeded WHO 24-hr guideline, we would expect the 24-hr mean to be lower than the current reported value, because of the inclusion of non burning periods. Epidemiological studies on large populations have not been able to identify a threshold concentration below which airborne PM has no effect on health [44], but adverse effects have been observed in many studies. Hence, the levels of PM reported in the study are high enough
Table 1. Diagnostic PAHs ratios obtained in this study and other studies in the literature.
to produce negative health effects such as acute respiratory infections in children and asthma and chronic obstructive pulmonary diseases in susceptible adult population.
Generally, mean CO levels in kitchens with charcoal stoves are elevated relative to wood stoves. We share similar observation with a previous study [16], and this finding could further support existing evidence that charcoal emits more CO than wood. Mean CO in kitchens with wood stove (28 ppm) was high compared with the levels measured during cooking period (14 ppm) in Tanzania [20], but low compared with the levels (118 ppm) measured during standard cooking tests in Guatemala [45]. Maximum 1-hr arithmetic mean exposure for kitchens with wood stoves was low relative to a previous study in Pakistan [46]. The difference in concentrations could be explained by the same factors previously mentioned in the above section for PM. Given the potentially fatal nature of acute CO incidents, short term exposure (maximum 1-hr) mean value would carry critical information especially for cardiovascular patients. CO is a toxic non irritating gas with high affinity for oxygen, and it reduces oxygen carrying capacity to vital organs in the body. Thus, cooks described here are exposed to hazardous levels of CO during cooking. Traditionally, women carry young children to the kitchens, and they are another victim of continuous and direct contact with such high levels of exposure. The impact of CO exposure in children would potentially be severe given the immature state of their anatomy [47]. Therefore they should be advised on the potential health risks associated with such high levels of exposure to reduce impact.
The levels of indoor air toxics measured in this study are high compared with the levels reported for cleaner fuels elsewhere [19,46,48]. This intuitively would suggest that a progression to cleaner fuels would be a better alternative to reduce the risks associated with exposure to biomass smoke in rural Sierra Leone. With the persistent increase of the cost of cleaner energy, this may be difficult to achieve in the short term. In the interim, an improvement in ventilation system, by a way of installing a long chimney on charcoal stove could be a measure to encourage the use of charcoal instead of wood stove, since relatively lower emissions of PAHs and PM were derived from charcoal stoves. Given the lack of information on indoor air toxics in Sierra Leone, it is anticipated that these results would provide baseline information for subsequent intervention programmes aim at reducing the high exposure levels to biomass smoke.
Given the fact that several inhalable toxic chemicals are released during biomass burning, indoor air pollution could be considered to constitute a major environmental health concern that needs attention in Sierra Leone. Data to quantitatively support disease burden from this environmental risk factor is lacking, but the levels of exposure to particulate PAHs, PM and CO reported is high relative to health guidelines, and this would provide further insight into the magnitude of indoor air pollution in rural areas of developing countries where many people rely on biomass fuels. The problem may be exacerbated with the intrusion of toxic air pollutants from outdoors and from other existing indoor sources such as environmental tobacco smoke.
In summary, concentrations of indoor toxic air pollutants (PAHs, PM and CO) were measured during cooking in kitchens with traditional biomass stoves in rural Sierra Leone. Wood stoves produced greater contents of PAHs and PM while charcoal stoves generated more CO. PAHs were largely associated with PM2.5 than PM2.5-10. The results for PAHs, PM and CO were high compared with the WHO recommended guidelines which raise the concern with regards to environmental health risks. These findings generally have implications for women’s health in rural communities in Sierra Leone, given their frequent visit in the kitchen. We believe that there would be an improvement in air quality, a prerequisite to improve health, should cleaner fuels be adopted in these communities, given the existing evidence of low emissions of PAHs, PM and CO from cleaner fuels.
5. Acknowledgements
This study was supported by Yokohama National University, International Environmental Leaders Program in Sustainable Living with Environmental Risks funded by Strategic Funds for the Promotion of Science and Technology, Japan and Global Center of Excellence (Global COE) Program, “Global Eco-Risk Management from Asian Viewpoints” Yokohama National University.
The authors thank staff members and students of Njala University, Sierra Leone, especially Dr. Bashiru M. Koroma for their invaluable support they provided during the monitoring period. We are also grateful to all the residents of the investigated homes in the two communities for their warmth.
Supplementary Figures
NOTES