1. Introduction
The growing global population and increasing demand for high-quality agricultural products are driving significant innovations in horticultural practices [
1]. Specifically, advances in horticultural seedling production have evolved to ensure the cultivation of high-quality, healthy, vigorous, and high-yielding seedlings [
2]. These advances include cultivating plants in protected structures like nurseries [
3] and adopting innovative techniques such as artificial light supplementation and wireless sensor networks for irrigation optimization [
4,
5]. These technologies offer several benefits, including shorter cropping cycles, reduced disease incidence, synchronized plant growth, and expanded production areas [
5]. Given the multitude of factors influencing seedling quality and, consequently, plant establishment and growth, the nursery sector must adapt to new production methods [
2,
3,
4,
5,
6,
7]. Therefore, in horticultural seedling production, factors such as the quality of the substrate, fertilization methods, microclimatic conditions, and irrigation management are fundamental [
2]. Proper irrigation is essential for ensuring an adequate water supply, regulating growth rates, and mitigating disease risks.
Emerging plant pathogens in irrigation water pose challenges to crop health, prompting researchers to explore alternative solutions such as plasma treatment for water disinfection [
8,
9]. Plasma, often referred to as the fourth state of matter, is a partially ionized gas composed of charged particles, neutral atoms, and molecules [
10]. Non-thermal plasma (NTP) is generated when highly energetic electrons create reactive species without significantly heating the gas volume. This technology generates reactive oxygen and nitrogen species (RONS), such as hydrogen peroxide (H
2O
2), nitrites (NO
2−), and nitrates (NO
3−), which diffuse in water through chemical reactions [
11]. Consequently, NTP effectively promotes oxidation, enhances molecular dissociation, and produces free radicals, which stimulate biochemical reactions.
Previous studies have demonstrated the beneficial effects of cold plasma on seed germination and plant growth [
12]. Additionally, NTP technology has proven effective in the post-harvest stage, enhancing product quality preservation and maintenance through disinfection and sanitization [
13,
14,
15]. This application, referred to as NTP-treated water or plasma-activated water (PAW), has shown promising results in promoting plant health, sturdiness, and root development, thereby enhancing growth performance and reducing the need for fertilizers and plant protection products against biotic stresses [
16,
17].
Moreover, PAW treatment exhibits antimicrobial activity, making both plasma and plasma-treated water efficient in decontaminating and disinfecting plants [
18]. Several studies have investigated the impact of PAW on the growth of vegetables and other plants, yielding significant findings [
19,
20,
21,
22]. For instance, PAW treatments have shown positive effects on the growth of various species, including radish, strawberry, spinach, and wheat. Šerá et al. [
23] reported improved
Fabaceae seed germination due to enhanced water absorption facilitated by PAW-induced seed surface erosion. Regarding plant development, some authors have attributed the growth promotion effect of PAW to the presence of NO
3−, absorbed by plants through their roots. Park et al. [
19] observed significant increases in the root and stem length of alfalfa, pole beans, and watermelons after PAW treatments. The authors identified the formation of NO
3−, NO
2−, and H
2O
2 in PAW as possible reasons for the beneficial effects on plant growth [
24]. Lindsay et al. [
21] reported increased height in radish and tomato plants, as well as higher shoot masses for plants grown in PAW. Takaki et al. [
25] recorded an increase in the length of
Brassica rapa var. perviridis, suggesting that NO
3− and NO
2− from PAW act as fertilizers, enhancing plant growth. Similarly, Adhikari et al. [
26] reported that tomato seedlings irrigated with 15PAW (PAW treated for 15 min) and 30PAW (PAW treated for 30 min) exhibited significantly longer shoot and root lengths after 35 days compared to the controls. Several biochemical stress markers were analyzed in the shoots and roots of seedlings to assess the oxidative damage potential of PAW-induced RONS in plant cells. Adhikari et al. [
26] observed a significant increase in proline content in shoots treated with 15 min and 30 min PAW compared to the control. Additionally, chlorophyll content, an indicator of photosynthetic activity, increased in 30PAW but decreased in 60PAW shoots.
Other researchers have also noted that plant species exhibit diverse responses to PAW irrigation, underscoring the specific responses of different species to its effects [
24]. However, while many studies have investigated PAW’s general impact on plant growth, few have explored its comparative effects across multiple vegetable species under varying seasonal conditions. In this study, this gap is filled by assessing the effects of PAW treatments at varying intensities on the growth performance of five vegetable species during the nursery phase. By conducting experiments across three distinct seasonal cycles, this research provides new insights into the role of environmental factors in mediating PAW’s effects, contributing to a more comprehensive understanding of its potential applications in nursery production optimization.
2. Materials and Methods
2.1. Experimental Set-Up
The experiment was conducted in a 300 m2 greenhouse tunnel located at the experimental farm “Lucio Toniolo” at the University of Padova, Italy (45°20′ N, 11°57′ E, 6 m a.s.l). The greenhouse was covered with polyethylene plastic film, and the temperature was automatically controlled. Three cultivation cycles were performed in different periods of the year to evaluate potential variations in PAW effects due to environmental conditions, as follows: (1) I cycle: sowing on 20th May, sampling on 20th June (temperature range: 18–30 °C); (2) II cycle: sowing on 24th June, sampling on 1 July (temperature range: 22–40 °C); and (3) III cycle: sowing on 12th September, sampling on 20th October (temperature range: 14–25 °C). This approach accounted for seasonal changes in both the length of daily daylight hours and external temperature, which can influence the microclimate inside the greenhouse.
For each cycle, 45 trays (15 trays per block) were sown and arranged on cultivation benches. Manual sowing was performed, and each cultivation cycle concluded when plants reached the marketable stage, characterized by 3–4 true leaves, making them suitable for transplantation.
Five vegetable species were selected for this study, as follows: Solanum lycopersicum L. (tomato)., Beta vulgaris L. (Swiss chard), Brassica oleracea L. (cabbage), Ocimum basilicum L. (basil), and Lactuca sativa L. var. Longifolia (lettuce). These species were chosen for their agronomic importance as they are widely cultivated and consumed locally and globally. Their selection, spanning multiple botanical families and diverse growth traits, ensures a broad evaluation of the experimental treatments and enhances the relevance of the findings across various crops.
The plants were grown in high-density polystyrene plug trays with 126 cells per tray. The trays were filled with a commercial peat-based substrate (GEO Substrate Professional Tray, GEOTEC s.r.l., Vigonovo (VE), Italy) with the following characteristics: pH of 6.0; electrical conductivity of 0.4 dS m−1; dry bulk density of 120 kg m−3; total porosity of 90% v/v. The trays were placed on cultivation benches employing an air-pruning technique to promote root growth.
2.2. Non-Thermal Plasma Treatment Implementation
Non-thermal plasma (NTP) technology was used to produce plasma-activated water (PAW) for irrigation. PAW was generated by treating tap water with a double dielectric barrier discharge (DBD) generator (Jonix s.r.l., Tribano, Padova, Italy) at an input voltage of 2.85 kV. The generator produced ionized gas at atmospheric pressure, using ambient air as the gas source. Ionized gas was introduced into a 50 L water tank via a porous stone (80-micron bubbles) with an airflow rate of 2 m
3 min
−1 (
Figure 1).
Three treatments were tested (
Table 1), as follows: (a) control (CTR): plants irrigated with untreated tap water; (b) low intensity PAW (PAW-LI): water treated with NTP for 5 min, achieving a redox potential of 450 mV; and (c) high intensity PAW (PAW-HI): water treated with NTP for 10 min, achieving a redox potential of 600 mV. The redox potential values were set based on references from the literature [
27,
28] and slightly reduced considering the direct application of PAW to the aerial biomass.
The baseline properties of the tap water used as a control were characterized to facilitate accurate comparisons and ensure that observed effects could be attributed to PAW treatment. The temperature was 15 °C, the redox potential (ORP) was 250 mV, the pH was 7.9, and the electrical conductivity (EC) was 0.432 mS cm−1. Additionally, the chemical composition of the water samples was quantified though ion chromatography (IC), performed using an ICS-900 system (Dionex Corporation, Milan, Italy). The IC system consisted of a dual-piston pump, AS-DV autosampler, isocratic column at room temperature, DS5 conductivity detector, and 4 mm suppressors (AMMS 300 for anions; CMMS 300 for cations). For anion separations, a Dionex IonPac AS23 analytical column (4 × 250 mm) and guard column (4 × 50 mm) were utilized, while a Dionex IonPac CS12A analytical column (4 × 250 mm) and guard column (4 × 50 mm) were used for cation separations. The eluents for anions were 4.5 mmol L−1 sodium carbonate and 0.8 mmol L−1 sodium bicarbonate, with a flow rate of 1 mL min−1. For cations, the eluent was 20 mmol L−1 methanesulfonic acid, also at a flow rate of 1 mL min−1. Quantification of ions was achieved via calibration curves created from Dionex standard solutions, with concentrations ranging from 0.4 to 20 mg L−1 for anions and 0.5 to 50 mg L−1 for cations. The concentrations of chlorides (Cl−), nitrites (NO2−), bromides (Br−), and nitrates (NO3−) were 37.3 mg/kg, 0.32 mg/kg, 0.023 mg kg−1, and 59.9 mg kg−1, respectively. Phosphates (PO43−) and sulfates (SO42−) were present at average concentrations of 0.17 mg/kg and 69.61 mg kg−1. Sodium (Na+) and ammonium (NH4+) were found at 18.03 mg kg−1 and 0.21 mg kg−1, respectively, while potassium (K+) and magnesium (Mg2+) had average concentrations of 6.65 mg/kg and 104.75 mg kg−1. Calcium (Ca2+) displayed the highest concentration, with an average value of 148.46 mg kg−1.
Each plant received approximately 4 mL of its respective treatment solution twice daily, based on the water-holding capacity of the substrate and the crop requirements. No additional fertilization was provided during the experiment to evaluate the potential fertilizing effect of PAW, as suggested by Leti et al. [
29].
2.3. Morphological and Aerial Biomass Traits
The sampling procedure involved selecting 21 plants from the central area of each tray to minimize edge effects. Plants were cut at collar level, and the following morphological traits were measured: plant height (PH, cm), fresh weight (FW, g), and collar diameter (CD, mm). The leaf number was recorded only for Swiss chard, cabbage, and lettuce. The sturdiness index (SI) for each plant was computed as the ratio of PH to CD, following the method described by Formisano et al. [
30]. The SPAD index was measured using fully expanded mature leaves with a SPAD-502 chlorophyll meter (Konica Minolta, Osaka, Japan). Subsequently, plants were divided into three subgroups of seven plants each. For each subgroup, both fresh weight and dry weight were determined. Dry matter content (DM) was calculated after drying samples in a ventilated oven at 65 °C for 24 h (Pid System—MPM Instruments s.r.l., Monza—Italy). The total Kjeldahl nitrogen (TKN) content was measured using the Kjeldahl method. Dried samples were ground for ion analysis. Anions’ (Cl
−, NO
3−, NO
2−, PO
43−, SO
42−) and cations’ (NH
4+, Na
+, Mg
2+, K
+, Ca
2+) contents were quantified using ion chromatography (IC) with an ICS-900 system (Dionex Corporation, Milan, Italy).
2.4. Statistical Analysis
Treatments were arranged in the greenhouse using a randomized block experimental design with 3 replicates, to minimize variability from external factors by randomly assigning treatments to each block. A linear mixed model was performed using the MIXED procedure of SAS (9.4. SAS Institute Inc., Cary, NC, USA) to investigate the effect of PAW application on morphological and biomass traits of each species:
where y
ijl represents the dependent variable (PH, CD, biomass, nutritional plant index, DM and chemical composition); μ is the overall average of each dependent variable; b
i represents the fixed effect of the ith PAW treatment (i = CTR, PAW-LI, PAW-HI); p
j represents the fixed effect of the jth cultivation cycle (j = I, II, III); (b × p)
ij represents the first order interaction between the ith PAW treatment and jth cultivation cycle; r
l was the effect of the lth block modelled as random intercept; e
ijl represents the random residual; data were presented as least squares means and standard error, and a multiple comparison of least squares means was performed using the Tukey HSD post hoc test. The threshold for significance was set when
p < 0.05.
4. Discussion
In this experiment, it was revealed that the impact of PAW treatments on plant growth parameters varied significantly depending on the plant species, treatment intensities, and growth cycles. Environmental factors such as temperature and sunlight also influenced plant performance across different cycles, emphasizing the importance of considering these variables in future research. This is consistent with the findings of Savi et al. [
31], who emphasized the role of environmental factors, including temperature, humidity, and soil conditions, in impacting PAW-treated tomato plants and their interactions with pests.
Tomato plants treated with PAW-HI exhibited significant increases in traits such as PH, CD, and aerial biomass weight. These results align with the findings of Kučerová et al. [
24], which suggest that PAW generated through non-thermal plasma (NTP) processes contains long-lived reactive species, such as nitrate (NO
3−) and hydrogen peroxide (H
2O
2), that can stimulate plant growth. For instance, Sivachandiran and Khacef [
32], demonstrated that
Solanum lycopersicum and
Capsicum annum seeds treated with plasma for 10 min during the first 9 days, followed by tap water, exhibited a significant increase in stem length (+60%) compared to untreated controls.
Contrary to expectations, PAW-HI did not significantly enhance either aerial biomass or dry matter content in basil plants. Interestingly, the plants treated with PAW-HI were shorter than those in the control group. This contrasts with the findings of Davis [
33], who observed a gradual increase in stem length (~9% on average) in basil treated with DBD plasma jets, particularly during later growth stages (weeks 5–7). The discrepancy may be attributed to differences in plasma generation methods, treatment durations, or specific growth conditions.
In contrast, the plasma-activated nutrient solution (PANS) approach demonstrated by Date et al. [
34] showed substantial benefits in basil cultivation, including up to 12% taller plants, 29% higher fresh mass, and 45% greater dry mass. The results suggest that the nutrient composition and method of plasma application could play crucial roles in determining the effectiveness of PAW treatments in basil cultivation.
These opposing effects may be linked to multiple factors that influence physiological processes in different ways. Currently, some information is available on these aspects, primarily concerning the effects of PAW on seed germination and seedling growth during the earliest stages. It remains uncertain whether the changes due to PAW are directly caused by plasma-induced oxidative stress. Some insight about these effects are mainly available for seed treatments. Stolárik et al. [
35] examined changes in endogenous hormones, such as auxins and cytokinins, in seeds exposed to plasma and linked these changes to their improved growth. They proposed that plasma treatment influences the biochemical pathways within the seeds. Hayashi et al. [
36] also proposed a mechanism for seed stimulation involving the antioxidative activity of plasma-treated seeds, supported by their measurements of thiol compounds and their correlation with plant growth progression. These findings indicate that the growth enhancement resulting from plasma treatment is a multifaceted process, influenced by multiple mechanisms and strongly dependent on the specific treatment conditions.
Swiss chard did not exhibit statistically significant changes in morphological traits across PAW treatments. Previous studies, such as those by Terebun et al. [
37], have highlighted the effect of different plasma water treatment timings (5, 10, and 20 min) on beetroot (
Beta vulgaris) germination and their height at 7 and 14 days after treatment. Positive effects of PAW treatment were allowing an increase in germination rate and sprouts of greater length.
The effects of PAW treatments on cabbage were less pronounced than those observed in tomatoes plants. However, Chalise et al. [
38] reported that increasing the exposure time of
Brassica oleracea seeds to plasma (0–20 min) resulted in a significant increase in the water uptake rate, ranging from approximately 94% to 115%. Moreover, this prolonged exposure led to increased root and shoot lengths, as well as elevated chlorophyll content.
Lettuce treated with PAW-HI experienced reductions in plant height (PH) and aerial biomass weight, along with small necrotic areas on leaves. Similar results were recorded by Stoleru et al. [
39], who reported lower positive effects of PAW II (3.0 mg L
−1 NO
3−) on the radicle and hypocotyl growth of lettuce seedlings. These effects were attributed to higher concentrations of reactive species (3.0 mg L
−1 NO
3− and 1.65 mg L
−1 H
2O
2), which may have caused oxidative stress and slowed growth processes. This could be due to lettuce’s larger leaf surface and its delicate tissues, which are more susceptible to oxidative stress. Kučerová et al. [
24] observed similar adverse effects in lettuce irrigated with high concentrations of H
2O
2 (10 mM), while lower concentrations (~0.42 mM in PAW) had milder effects. Interestingly, PAW treatments increased photosynthetic pigment content (chlorophyll a + b) and photosynthetic rates, while reducing antioxidant enzyme activity, suggesting a balance between stress and adaptation. Thirumdas et al. [
40], conversely, demonstrated that reactive species in PAW provided a bactericidal effect without harming lettuce cells. Optimal germination and seedling growth parameters, including stem and root length, were observed when PAW was used with moderate plasma exposure durations (10–20 min), producing NO
3− and H
2O
2 concentrations within favorable ranges (30–40 mg L
−1 and 23–44 mg L
−1, respectively) [
15].
Several studies have documented a positive correlation between NO
3− production in PAW and increased levels of chlorophyll pigment, chloroplast content, and photosynthesis rate [
24,
41,
42]. Similarly, Takahata et al. [
20] reported increased fruit sugar in strawberries due to enhanced photosynthesis facilitated by chlorophyll, achieved through PAW treatments. The PAW-HI treatment adversely affected lettuce’s photosynthetic activity, leading to decreased SPAD index values. However, other species did not display significant changes in the SPAD index with varying treatment intensities, except for basil, which exhibited a slight increase with high-intensity treatment.
Plant growth traits were strongly influenced by environmental conditions across the three cultivation cycles. In the I cycle, all species exhibited significantly higher morphological growth traits due to favorable conditions (high light intensity and optimal temperatures). Conversely, the II cycle, characterized by midsummer conditions (high light intensity and elevated air temperatures), exhibited reduced growth, likely due to lower dissolved oxygen levels, and reduced redox potential in water. Day–night temperature fluctuations also contributed to slower growth [
43]. The III cycle resulted in intermediate growth traits with some species like basil and Swiss chard showing significant declines due to climatic conditions. Overall, the recorded data indicated that almost all plant species exhibited a higher percentage of dry matter, when growing conditions were more favorable in terms of temperature and photosynthesis (I and III cycles). Wahid et al. [
44] noted that high temperatures negatively affect germination, leaf development, and photosynthesis, leading to reduced dry matter accumulation.
Regarding the accumulation of anions and cations in plant tissues, it was noted that both PAW-LI and PAW-HI treatments primarily contributed to the accumulation of TKN. Several research reports have highlighted that PAW treatments primarily provide plants with NO
2−, NO
3−, NH
4+, and H
2O
2 in water [
45,
46,
47]. Indeed, it is evident that PAW treatments enhanced the content of NO
2− (in basil, Swiss chard, and cabbage), NO
3− (tomato, cabbage, and lettuce), and NH
4+ (in tomato, basil, and Swiss chard), which are essential nitrogen sources for plants. This suggests that PAW could be used to increase nitrogen availability for plants despite the supplied contents being quite limited. However, concerning the accumulation of cations, there was no distinct trend observed, except for Ca
2+ and K
+. A study on maize [
48], conversely, reported a significant accumulation of K
+ in plant tissue following PAW treatment. These effects were not observed for the other analyzed elements such as Ca
2+, and Mg
2+, indicating the need for further in-depth studies to validate the specific effects of this treatment on different elements.
Furthermore, considering the influence of the cultivation cycle on the mineral element accumulations in the plants’ tissues, it was found that plants from the I cycle had significantly higher total nitrogen levels compared to the other two cycles. Additionally, notably higher NO
3− accumulations were observed in the cabbage and Swiss chard plants from the I cycle. This observation can be attributed to the fact that plants in the I cycle exhibited the highest photosynthetic activity due to higher temperatures and light conditions in comparison to the other two cycles. Nitrogen is well-known to play a role in supporting these physiological processes, as documented by Mu et al. [
49].
Sivachandiran and Khacef [
32] suggested that optimizing water plasma treatment time is crucial for understanding the active role of plasma discharge on different seed species and surface activation. While this study does not address the economic feasibility of plasma-activated water (PAW) treatment, it is important to note that PAW is generally considered less costly and more readily available compared to traditional plasma treatments, making it a promising candidate for commercial-scale applications [
50]. Jin et al. [
51] demonstrated the successful mass production of PAW using dielectric barrier discharge DBD plasma, with a capacity of 520 L hr
−1. Furthermore, a study by Kooshki et al. [
52] shows that the fountain dielectric barrier discharge (FDBD) setup, designed to enhance ROS production, can improve energy efficiency by more than 20% compared to a typical DBD reactor that produces a mixture of ROS and RNS.
In this study, the findings highlight the need to further investigate how fertilization interacts with PAW. This opens avenues for future research to explore the integration of plasma-activated water (PAW) with nutrient management strategies, evaluating its long-term effects and optimizing its potential for large-scale applications in horticulture.
5. Conclusions
In this study, the aim was to evaluate the effects of plasma-activated water (PAW) irrigation, generated via non-thermal plasma (NTP) treatments at different intensities, on the nursery production of five horticultural species over three growth periods, compared to tap water irrigation. The findings revealed that PAW treatments had varying impacts depending on the species and treatment intensity. While high-intensity PAW generally promoted better growth and nitrogen accumulation in plant tissues, the effects were not uniform across all tested species. For example, lettuce exhibited sensitivity to PAW-HI, resulting in tissue damage, which underscores the need to avoid direct leaf contact or to use low-intensity PAW instead.
Although PAW treatments did not significantly affect dry matter accumulation across the tested species, the observed increase in nitrogen content suggests that PAW can serve as a supplementary nitrogen source, providing a potential alternative to traditional fertilization. The results emphasize that the benefits of PAW are species-specific and influenced by physiological and environmental factors. Notably, the hypothesis that PAW could enhance nursery production was partially supported, with clear benefits observed in tomatoes and cabbages, but with limited effects in other crops.
While these findings provide valuable insights, there are still challenges to overcome. We identified key bottlenecks associated with the use of PAW in nurseries, which future research should address. Specifically, pilot trials in commercial nurseries are needed to validate the scalability of PAW treatments and develop cost-effective implementation guidelines. These steps are essential for bridging the gap between laboratory findings and real-world applications.
Future studies should also focus on optimizing PAW use, particularly PAW-LI treatments, to enhance mineral accumulation and better understand their effects on plant growth during critical development stages. By refining application methods and identifying the most effective intensities and timings, PAW irrigation could become a valuable, sustainable tool for nursery production, reducing dependence on chemical fertilizers while maintaining or improving crop quality.