1. Introduction
A hygienic environment must be maintained in livestock housing for livestock productivity. In Japan, 70% of the mortalities post-weaning are attributed to respiratory pathogens [
1]. The two main types of environmental elements in barns are the thermal environment and the air hygiene environment. Environmental factors in the thermal environment include temperature, humidity, and radiation, while the air quality environment includes various gases, aerosols, and microbes. In the air hygiene environment, odorous gases and airborne microorganisms are factors in odor problems and livestock infectious disease issues. Odor problems account for the largest proportion of complaints about livestock operations [
2] and have become more apparent in recent years as livestock operations have become larger and more integrated with residential areas.
Aerosols are defined as tiny liquids or individual particles that float in the air [
3,
4]. A human produces 1 million aerosols/fraction in each cough or sneeze. In the context of aerosol science and infectious disease transmission, bioaerosols comprising droplets expelled by human respiratory activities, including exhalation, sneezing, and coughing, can be vectors for airborne pathogens. When inhaled by susceptible individuals, these particulate matter carriers facilitate the propagation of a spectrum of infectious diseases, notably influenza, measles, swine flu, chickenpox, smallpox, and severe acute respiratory syndrome (SARS), among others [
5].
Aerosols in livestock housing are caused by livestock feces, body hair, droplets, and feeds. In particular, in the piggery house, a previous study has revealed that the aerosol concentration is between 1.3 and 23.5 mg/m
3, and 80–90% of the aerosols in piggeries originate from the feed, 2–8% from manure, and 2–12% from the pigs’ bodies. Because the temperature, humidity, and activity of livestock originate aerosols, the concentration of aerosols is linked to animals’ actions. About 87% of the composition of aerosols in the piggery is dried goods, of which about 24% is protein, 4% is fat, and 15% is mineral content [
6]. Ikeguchi (2001) showed that the peak of the aerosol concentration is closely related to the operation inside the livestock housing, such as feeding and removing waste [
7]. The aerosol concentration becomes high just after the operation comes into practice.
The microbes in the air does not float on their own but attach to aerosols and spread inside livestock housing [
8,
9]. As microbe and aerosol particles are strongly correlated, the effective mitigation of aerosol particles is anticipated to be directly associated with a consequent reduction in microbial populations. Elevated concentrations of fine aerosol particles can permeate deeply into the bodily tissues of both livestock and farm personnel via respiration. Therefore, these aerosols harbor the potential to induce respiratory ailments, cardiovascular disorders, type two diabetes, and, in severe instances, malignancies. Consequently, the mitigation of such aerosol particles is very important in efforts aimed at enhancing indoor air quality [
10,
11,
12,
13,
14,
15].
Technologies to reduce the aerosols and microbes inside livestock housing include electrostatic precipitators, spraying with weak acidic water, and photocatalytic ventilation systems. An electrostatic precipitator is a dust collection method that uses electrostatic force, in which a high DC voltage generates a corona discharge to electrically charged particles, such as aerosols in the air, and collects these charged particles with electrostatic force. This technology is also applied in home air purifiers. When operated in a container-type weaning piggery (12 × 2.2 × 2.2 m), the aerosol particle concentrations decreased by 70–80% in every diameter range, and airborne microbial concentrations also declined by around 80% [
16].
The main ingredient in the spray of weak acidic water is a solution containing hypochlorous acid, which has sterilizing effects in the range of pH 5.0–6.0. Since it does not contain any substance that is harmful to mammals, the solution is used at food factories, hospitals, and nursing homes. A spraying experiment in a container-type weaning piggery (11.9 × 2.2 × 2.15 m) achieved a decrease of approximately 50% of aerosol mass concentration after spraying the solution at 9.69 g/m
3∙min for 21 min [
16].
Photocatalyst is the generic term for substances that exhibit catalytic activity when irradiated with light and can inactivate microbes, including
Escherichia Coli and
Staphylococcus aureus. This technology decreased the microbe when installed in the livestock house on an experimental basis [
16].
Another way to decrease aerosol particle concentration is feeding liquid feed, which is either fully liquid or has a high moisture content [
17].
In the previous study by our research group, experiments on decreasing aerosols were conducted [
18]. In an animal experimental facility infected with porcine saperovirus (PSV), porcine epidemic diarrhea virus (PEDV), and coliforms, an acidic water was sprayed weakly at 100 mL/min for 10 min, which was sprayed with 1000 ml of sterile phosphate saline solution. This reduced the rate of aerosol concentration compared to the no-spray condition.
Spraying experiments were also carried out on livestock sites. The weak acidic water, with a diameter of 200 µm at 1000 mL, was sprayed for 15 min for 2 days in an integrated operation house located in Tenei-mura, Fukushima Prefecture, during the summer, autumn, and winter seasons. Spraying the solution inside the livestock house decreased the aerosol mass concentration on average by 17% in summer, 22.3% in autumn, and 10.7% in winter.
In this experiment, nanobubble ozone water was chosen as the disinfectant solution. This innovative approach sets it apart from traditional ozonated water, as it features ozone dissolved as nanoscale particles within the solution, tailored specifically for agricultural applications. Furthermore, while maintaining effective bactericidal properties, this method presents a significant cost benefit by enabling on-site production at the farm, distinguishing it from conventional disinfectants.
Hence, the objective was to spray a solution to mitigate aerosols, thereby enhancing biosecurity measures in livestock, which is crucial in ensuring the production of animal products that meet the highest safety and quality standards.
3. Results and Discussion
3.1. Results concerning the Experimental Environment
The results found for the piggery environment are provided in
Figure 6. The average temperature during the experiment was 20.4 °C in the test area and 22.6 °C in the control area. Significant differences observed in temperature indicated that the test area was slightly cooler than the control area. The temperature was likely influenced by the evaporation of the liquid sprayed in the test area, which caused the temperature to decrease.
Figure 7 shows the results of relative humidity in the test and control areas. The average humidity was 71.0% in the test area and 63.5% in the control area. The test area was wetter than the control area because of the spraying solution in the test area. Significant differences were observed in comparing both areas.
The temperature humidity index (THI), which is a measure used to assess the combined effects of temperature and humidity on animals, particularly livestock, is in
Figure 8. The THI is crucial for evaluating environmental stress, such as heat stress, which can significantly impact animal welfare and productivity. The average THI during the experiment was 66.9 in the test area and 69.7 in the control area.
3.2. Airborne Microbial Concentrations
Before spraying, airborne microbial concentrations of Aerobic microorganisms,
E. coli, and
S. aureus were 3.33 log
10 CFU/m
3, 2.88 log
10 CFU/m
3, and 3.05 log
10 CFU /m
3, respectively. On day four, 22 May (52 days old), the concentrations of Aerobic microorganisms,
E. coli, and
S. aureus, were 3.54 log
10 CFU m
3, 2.82 log
10 CFU /m
3, and 2.96 log
10 CFU/m
3, respectively, in the control area, and 2.95 log
10 CFU/m
3, 1.96 log
10 CFU/m
3, and 2.40 log
10 CFU/m
3 in the test area. Significant reductions of 85.7% for
E. coli, 75.4% for Aerobic microorganisms, and 71.3% for
S. aureus were observed in the test area compared to the control area (
Figure 9).
On day eleven, 29 May (59 days old), the concentrations of the Aerobic microorganisms,
E. coli, and
S. aureus were 3.24 log
10 CFU/m
3, 3.09 log
10 CFU/m
3, and 3.22 log
10 CFU /m
3 in the control area, and 3.03 log
10 CFU/m
3, 2.68 log
10 CFU/m
3, and 2.68 log
10 CFU/m
3 in the test area, respectively. Compared to the control area, a 34.3% reduction in Aerobic microorganisms was observed, as well as a significant reduction in
E. coli and
S. aureus of 60.2% and 69.5%, respectively (
Figure 10).
On day seventeen, 6 June (65 days old), the concentrations of Aerobic microorganisms,
E. coli, and
S. aureus were 3.66 log
10 CFU/m
3, 3.18 log
10 CFU/m
3, and 3.00 log
10 CFU/m
3, respectively, in the control area, and 2.79 log
10 CFU/m
3, 2.85 log
10 CFU/m
3, and 3.07 log
10 CFU/m
3 in the test area. Compared to the control area, reductions of 89.1%, 67.1%, and 62.8% were observed for Aerobic microorganisms,
E. coli, and
S. aureus (
Figure 11).
Therefore, the test area exhibited substantial mitigation of airborne microbial concentrations, especially of E. Coli and S. aureus, with reductions reaching as high as 85.7% and 69.5%, respectively, compared to the control area.
Spraying the ozone solution at a 5–10 mm diameter using an ultrasonic sprayer reduced airborne microbial concentration, aerosol particle concentration, and aerosol mass concentration. The airborne microbial concentration in the test area was maintained lower than in the control area for 17 days. A previous study focused on the effect of different particle sizes on the number of airborne bacteria and aerosol and reported that a particle size of 100 to 200 μm was desirable [
27]. The authors also found that the 200 μm sprayed particle size lasted longer than the 100 μm sprayed particle size in reducing the airborne microbial concentration [
27]. In that experiment, the 200 μm particle size was more effective than the 100 μm particle size.
The larger the particle size, the larger the area of adhesion; thus, it is presumed that the sprayed particles better adhered to the airborne microorganisms and disinfected as they fell.
However, we sprayed the solution in a smaller size than the previous study, aiming to float the solution in the air for a longer time to increase the time that the aerosol attached to microbes. The results showed that a tiny particle solution can also reduce the airborne microbial concentration. The solution sprayed with an ultrasonic sprayer flows in the air for a longer time compared to the one with the normal nozzle, allowing the solution to spread throughout the livestock house. Thus, the results obtained by this research could be more effective in decreasing the aerosols and bacteria.
The ozone water decreases the airborne microbial concentration due to the sterilizing properties of ozone. Ozone functions as an efficacious oxidizing agent, capable of inducing oxidative harm to the cellular constituents of bacteria. This oxidative impairment predominantly impacts the cell membrane and essential cellular configurations, culminating in cellular death. The capacity of ozone to effectively target a wide array of microorganisms, such as
E. coli and
S. aureus, stems from its potential to compromise cellular integrity [
28,
29]. Ozone can oxidize various components of the cell envelope, including polyunsaturated fatty acids, membrane-bound enzymes, glycoproteins, and glycolipids, leading to leakage of cell contents and eventually causing lysis [
30].
E. coli, a Gram-negative bacterium, has a thin peptidoglycan layer and an outer membrane, which includes lipopolysaccharides.
S. aureus, a Gram-positive bacterium, has a thicker peptidoglycan layer but lacks an outer membrane. The variations in cell wall and membrane structures observed between Gram-positive and Gram-negative bacteria did not appear to be a determining factor influencing survival in the presence of ozone [
31]. The ozone can penetrate these cell wall structures, causing significant damage; however, the effectiveness of ozone is influenced by these structural differences, as it can disrupt cell wall and membrane integrity.
3.3. Aerosol Particle Concentration
Figure 12 illustrates the diminution rates in aerosol particle concentration in both control and test areas, as observed on days 4, 11, and 17. The larger aerosol particles exhibited a more pronounced reduction than their smaller counterparts. Notably, on day 11, an increase in all particle sizes was observed in the test area, attributable to a 20% elevation in relative humidity compared to days 4 and 17, which hindered the evaporation of the solution dispersed by the ultrasonic sprayer. This phenomenon can be primarily ascribed to the higher gravitational settling rate of larger particles than smaller particles, leading to a more substantial deposition of larger-sized particles.
On day 4, May 22 (52 days old), the aerosol particle concentrations in the control area were 5.64 × 10
8 particles/m
3 for particles 0.3–0.5 μm in diameter, 3.91 × 107 particles/m
3 for particles 0.5–1.0 μm, 1.81 × 10
7 particles/m
3 for particles 1.0–2.0, 1.77 × 10
7 particles/m
3 for particles 2.0–5.0 μm, and 1.02 × 10
7 particles/m
3 for particles 5.0–10.0 μm. However, in the test area, the concentration was 1.02 × 10
9 particles/m
3 for particles 0.3–0.5 μm in diameter, 7.29 × 10
7 particles/m
3 for particles 0.5–1.0 μm, 1.67 × 10
7 particles/m
3 for particles 1.0–2.0 μm, 1.27 × 10
7 particles/m
3 for particles 2.0–5.0 μm, and 6.64 × 10
6 particles/m
3 for particles 5.0–10.0 μm. There was an 81.8% significant increase, 86.6% significant increase, 7.5% decrease, 28.5% significant decrease, and 34.9% decrease in the test area compared to the control area for the particle ranges, respectively (
Figure 13).
On day 11, May 29 (59 days old), the aerosol particle concentrations were 5.90 × 10
8 particles/m
3 for particles 0.3–0.5 μm in diameter, 3.18 × 10
7 particles/m
3 for particles 0.5–1.0 μm, 9.07 × 10
6 particles/m
3 for particles 1.0–2.0 μm, 1.04 × 10
7 particles/m
3 for particles 2.0– 5.0 μm, and 8.06 × 10
6 particles/m
3 for particle 5.0–10.0 μm in the control area. Meanwhile, in the test area, the concentration was 1.08 × 10
9 particles/m
3 for particles 0.3–0.5 μm in diameter, 1.95 × 10
8 particles/m
3 for particles 0.5–1.0 μm, 2.85 × 10
8 particles/m
3 for particles 1.0–2.0 μm, 5.98 × 10
8 particles/m
3 for particles 2.0–5.0 μm, and 1.40 × 10
8 particles/m
3 for particles 5.0–10.0 μm. Thus, the increased particle size led to an 83.7% significant increase, 511.8% significant increase, 3044.7% significant increase, 5664.5% significant increase, and 1642.2% significant increase in the test area compared to the control area for each particle range, respectively (
Figure 14).
On day 17, 6 June (65 days old), the aerosol particle concentrations were 2.71 × 10
8 particles/m
3 for particles 0.3–0.5 μm in diameter, 1.42 × 10
7 particles/m
3 for particles 0.5–1.0 μm, 7.50 × 10
6 particles/m
3 for particles 1.0–2.0, 1.11 × 10
7 particles/m
3 for particles 2.0–5.0 μm, and 7.76 × 10
7 particles/m
3 for particle 5.0–10.0 μm in the control area. On the other hand, in the test area, the concentration was 5.97 × 10
8 particles/m
3 for particles 0.3–0.5 μm in diameter, 3.48 × 10
7 particles/m
3 for particles 0.5–1.0 μm, 3.80 × 10
6 particles/m
3 for particles 1.0–2.0 μm, 4.96 × 10
6 particles/m
3 for particles 2.0–5.0 μm, and 3.45 × 10
6 particles/m
3 for particles 5.0–10.0 μm. There was a 120.4% significant increase, 144.5% significant increase, 49.3% significant decrease, 55.2% significant decrease, and 55.6% decrease in the test area compared to the control area for each particle ranges, respectively (
Figure 15).
The observed concentration of aerosol particles demonstrated a more significant reduction in larger particles than smaller ones. This trend can be attributed to the larger diameter of these particles, which enhances their propensity for adhesion to the solution. The electrostatic adhesion force, known to be proportional to the diameter of the particle, further facilitates this adherence, particularly in the presence of ozone water [
3]. Moreover, the sedimentation rate of particles, as delineated in Equation (2), suggests that larger aerosol particles are likely to settle more swiftly [
3]. Additionally, a hypothesis is that the Optical Particle Sizer may have misidentified solution particles as aerosol particles due to their minute diameter.
where
is the terminal settling velocity;
is the density of particles;
is the diameter;
is the acceleration of gravity;
is the viscosity coefficient.
3.4. Aerosol MMass Concentration
The aerosol mass concentration was reduced for the test area compared to the control area on every experiment day. The average aerosol mass concentration was reduced by more than 50% in the test area compared to the control area, indicating that spraying the ozone water effectively reduced the aerosol mass concentration.
Figure 16 shows the reduction rate of aerosol mass concentration in the test and control areas on days 4, 11, and 17.
On day 4, 22 May (52 days old), the average concentration was 4.6 mg/m3 in the control area and 2.2 mg/m3 in the test area; therefore, the average aerosol mass concentration reduced more than 56.0% in the test area compared to the control area. The average concentration on day 11, 29 May (59 days old) was 2.1 mg/m3 in the control area and 0.4 mg/m3 in the test area, which showed that the average aerosol mass concentration reduced more than 81.0% in the test area compared to the control area. For the reduction rate of aerosol mass concentration in the test and control area on day 17, 6 June (59 days old), the average concentration was 3.5 mg/m3 in the control area and 1.7 mg/m3 in the test area; thus, the average aerosol mass concentration reduced significantly by more than 51.0% in the test area.
The aerosol mass concentration was reduced more than 50% in the test area compared to the control area. Since the filter used to make the measurements is completely dry of ozone water, the aerosol itself was reduced. This is because the solution attaches to the aerosol and falls to the floor; hence, the aerosol in the air was decreased in the test area compared to the control area. These measurements indicate that spraying the ozone water effectively reduced aerosol mass concentration.