ArticlePDF Available

Enhancing Spinach Productivity with Plant Acoustic Frequency Technology in Wick Hydroponics

Authors:

Abstract

Acoustic frequency has emerged as a promising non-invasive tool to enhance plant growth in controlled environments. This study investigates the effects of varying sound frequencies (3000 Hz, 8000 Hz, and 13,000 Hz) on the growth of spinach (Spinacia oleracea) in a wick hydroponic system. Spinach plants were exposed to Folk Pop music with specific frequency profiles for 3 hours daily over a 14-day period. Results indicated that exposure to 3000 Hz increased plant height by 18.5% and leaf area by 22.3% compared to the control, while higher frequencies (8000 Hz and 13,000 Hz) showed negligible effects. Greenness index values were also highest in the 3000 Hz group, demonstrating a significant correlation with enhanced chlorophyll content. These findings highlight the potential of specific acoustic frequencies to improve hydroponic spinach productivity. Practical implications include the integration of sound-based interventions for optimizing plant growth in resource-efficient agricultural systems.
* Corresponding author: yusuf_h@ub.ac.id
Enhancing Spinach Productivity with Plant
Acoustic Frequency Technology in Wick
Hydroponics
Yusuf Hendrawan*, Verrel Alvirizky, Gunomo Djoyowasito, Retno Damayanti, La Choviya
Hawa, and Titik Nur Hidayah
Department of Biosystems Engineering, Faculty of Agricultural Technology, Universitas Brawijaya, Jl.
Veteran, Malang, ZIP 65145, Indonesia
Abstract. Acoustic frequency has emerged as a promising non-invasive
tool to enhance plant growth in controlled environments. This study
investigates the effects of varying sound frequencies (3000 Hz, 8000 Hz,
and 13,000 Hz) on the growth of spinach (Spinacia oleracea) in a wick
hydroponic system. Spinach plants were exposed to Folk Pop music with
specific frequency profiles for 3 hours daily over a 14-day period. Results
indicated that exposure to 3000 Hz increased plant height by 18.5% and leaf
area by 22.3% compared to the control, while higher frequencies (8000 Hz
and 13,000 Hz) showed negligible effects. Greenness index values were also
highest in the 3000 Hz group, demonstrating a significant correlation with
enhanced chlorophyll content. These findings highlight the potential of
specific acoustic frequencies to improve hydroponic spinach productivity.
Practical implications include the integration of sound-based interventions
for optimizing plant growth in resource-efficient agricultural systems.
1 Introduction
Spinach (Amaranthus sp.) is a highly nutritious leafy green vegetable integral to human diets
worldwide due to its rich content of vitamins, minerals, and antioxidants [1]. Spinach is
recognized as a significant source of essential vitamins and minerals, including iron,
calcium, and vitamins A and C, making it a staple in many diets worldwide [2][3]. Its ability
to accumulate beneficial elements such as manganese and cobalt further enhances its
nutritional profile, particularly for populations with high vegetable consumption. Moreover,
spinach exhibits a unique response to environmental stressors, such as heavy metal
accumulation, which can be critical for studies focused on food safety and environmental
health [4][5]. Its rapid growth cycle and adaptability to various growing conditions make it
an ideal candidate for experimental studies in hydroponics and other innovative agricultural
practices [6]. The rising global demand for spinach necessitates innovative agricultural
techniques to enhance its productivity and quality [7]. Among these techniques, plant
© The Authors, published by EDP Sciences. This is an open access article distributed under the terms of the Creative Commons
Attribution License 4.0 (https://creativecommons.org/licenses/by/4.0/).
BIO Web of Conferences 165, 01001 (2025)
ICGAB 2024
https://doi.org/10.1051/bioconf/202516501001
acoustic frequency technology is emerging as a novel approach, using specific sound
frequencies to stimulate plant growth and development [8].
Sound waves influence various plant growth parameters, including cell division, enzyme
activity, and hormonal responses, leading to improved yields, enhanced resilience, and
reduced disease incidence under both open-field and controlled environments. Research
indicates that specific sound frequencies can enhance photosynthetic activity by regulating
the expression of genes related to photosynthesis, leading to improved growth rates in plants
such as Chamaecostus cuspidatus and Arabidopsis thaliana [9][10].
Additionally, sound waves can stimulate stomatal opening, which optimizes water and
nutrient absorption, thereby increasing overall plant health and yield [11]. Moreover,
exposure to sound has been linked to increased production of secondary metabolites, which
play crucial roles in plant defense and growth [12][13]. Studies have also demonstrated that
sound waves can affect root development and phytohormone levels, further contributing to
enhanced growth [14]. However, the effects of sound on plants can vary based on frequency,
intensity, and duration of exposure, necessitating further research to optimize these
parameters for agricultural applications [15][16].
The concept of plant acoustic frequency technology is based on the hypothesis that sound
waves can affect physiological processes in plants. Prior research has shown that exposure to
specific frequencies enhances seed germination, nutrient uptake, and overall plant health. For
instance, Hendrawan et al. [17] demonstrated that exposing Kailaan plants to Javanese
gamelan music at 35 kHz for three hours improved plant length, wet weight, stomatal
openings, and chlorophyll content. Similarly, red lettuce exhibited optimal vegetative growth
metrics such as height, wet and dry weight, leaf area, and stomatal opening under 35 kHz
sound frequencies [18]. Mustard greens also benefited from these frequencies, with increased
plant height, leaf count, and chlorophyll content when combined with organic planting media
[19]. However, despite these promising results, research on the application of acoustic
frequency technology in hydroponic systems, particularly the wick hydroponic method,
remains sparse.
Wick hydroponics is a cost-effective and simple hydroponic system that uses passive
wicking to deliver nutrient solutions to plant roots [20]. This method is well-suited for small-
scale and urban farming due to its low maintenance and minimal reliance on electricity.
Integrating acoustic frequency technology with wick hydroponics may create synergistic
effects, boosting spinach productivity while preserving the system's inherent simplicity.
Wick hydroponics relies on capillary action to transport nutrients, eliminating the need for
pumps or energy inputs. Kim et al. [21] identified that using eight horizontal wicks optimized
the growth of ‘Dejima’ seed potatoes, increasing tuber weight and yield. Similarly, Kang and
Han [22] showed that nutrient solutions and Multicote fertilizers maximized tuber size and
count. Kang [23] highlighted the effectiveness of perlite-peat moss and Jeju scoria-peat moss
mixtures as growing media in wick hydroponic systems. The combination of wick
hydroponics and sound wave technology presents a promising approach to enhance plant
productivity. Wick hydroponics allows for efficient nutrient delivery to plants while
maintaining moisture levels, which is crucial for optimal growth [24][25]. This method is
particularly beneficial for leafy greens, as it minimizes water usage and provides a stable
environment for root development [26][27]. Integrating sound wave technology can further
amplify these benefits. Research indicates that specific sound frequencies can stimulate
stomatal opening, enhancing gas exchange and nutrient absorption [28]. This stimulation
can lead to improved photosynthetic rates and increased plant resilience against diseases,
thereby boosting overall productivity. Furthermore, sound waves have been shown to
influence root growth and enhance nutrient uptake efficiency, making them a valuable
addition to hydroponic systems [29].
2
BIO Web of Conferences 165, 01001 (2025)
ICGAB 2024
https://doi.org/10.1051/bioconf/202516501001
This study aims to bridge the gap in understanding by investigating the effect of plant
acoustic frequency technology on spinach productivity in wick hydroponics. By examining
critical growth parameters such as germination rate, biomass accumulation, and nutrient
content, the research seeks to elucidate the potential of acoustic frequencies to optimize
spinach cultivation. These findings could offer sustainable and efficient agricultural
solutions, addressing global food security challenges and conserving resources in an
increasingly dynamic environment.
2 Methods
This research is based on the plant acoustic frequency technology method by utilizing music
exposed to plants using active speakers as loudspeakers. A randomized block design was
used as the experimental design method. There are two treatment factors: the sound wave
frequency, which consists of F1 = 3000 Hz, F2 = 8000 Hz, and F3 = 13000 Hz. The second
factor is the duration of music exposure, which consists of J1 = 1 hour, J2 = 2 hours, and J3
= 3 hours. The control treatment with the code F0J0 represents plant samples without sound
exposure. Each treatment was replicated three times, resulting in a total of 30 plants. Music
exposure was conducted twice a day, from 07:00 10:00 am and 02:00 05:00 pm. The
design of plant acoustic frequency technology is shown in Fig. 1.
The parameters to be observed include plant height, number of leaves, leaf area, plant
fresh weight, greenness index, and root length. The music was created using DAW software
and a MIDI Controller as the instrument. The genre of the music used is Folk Pop. The music
creation focused on adjusting the frequencies produced by the music to meet the research
requirements at frequencies of 3000 Hz, 8000 Hz, and 13000 Hz. After that, the samples were
mixed and mastered to maximize the sound quality. The music samples can be accessed
through the following links : https://youtu.be/0hcGkP0olFg for 3000 Hz music sample,
https://youtu.be/K3ET9fVSc54 for 8000 Hz music sample, and
https://youtu.be/Mc8w7RwzIzs for 13000 Hz music sample. The frequency graph of each
music sample can be seen in Fig. 2. The sound intensity produced by the loudspeakers was
set at the same level, ranging from 57 to 71 dBa.
Fig. 1. Design of PAFT: 1. cover; 2. frame; 3. growth medium; 4. chamber; 5. loudspeaker; 6. water
source; 7. plants.
3
BIO Web of Conferences 165, 01001 (2025)
ICGAB 2024
https://doi.org/10.1051/bioconf/202516501001
(a)
(b)
(c)
Fig. 2. The frequency of the music: a) 3000 Hz; b) 8000 Hz; c) 13000 Hz.
3 Results and Discussions
Plant height is an important parameter to observe as it serves as a growth indicator used to
determine the effect of the treatments applied. Based on the graph in Fig.3, it can be seen that
the best average plant height 26 days after planting was achieved with the treatment of 3000
Hz frequency and 3 hours of music exposure, with a height of 63.33 cm. In contrast, the
lowest average spinach plant height was observed in the control treatment, with a height of
49 cm. Spinach plants exposed to the 3000 Hz frequency for 3 hours exhibited the highest
average height, increasing by 25.6% compared to the control. Conversely, the 13000 Hz
frequency consistently resulted in the lowest growth performance across all durations, with
only a marginal improvement of 5.2% over the control.
4
BIO Web of Conferences 165, 01001 (2025)
ICGAB 2024
https://doi.org/10.1051/bioconf/202516501001
According to the ANOVA test results, the frequency variable had a significance value
(sig.) of 0.001, meaning P < 0.01, indicating that the frequency variable had a very significant
effect on spinach plant height. The duration of music exposure variable had a significance
value of 0.012, meaning P < 0.05, indicating that the duration of music exposure had a
significant effect on spinach plant height. Meanwhile, the interaction between frequency and
duration of music exposure had a significance value of 0.175, meaning P > 0.05, indicating
that the interaction between frequency and duration of music exposure did not have a
significant effect on spinach plant height.
From the further LSD test at the 1% level, it was found that the 3000 Hz frequency had
the highest effect on spinach plant height, with an average of 58.33 cm. The 13000 Hz
frequency resulted in an average plant height of 53.11 cm, while the 8000 Hz frequency had
the lowest effect, with a value of 52.67 cm. From the further LSD test at the 5% level, it was
found that 3 hours of music exposure had the highest effect on spinach plant height, with an
average of 57.22 cm. The 2-hour music exposure resulted in an average plant height of 54.22
cm, while the 1-hour music exposure had the lowest effect, with a value of 52.67 cm.
Fig. 3. The result of plant height.
Based on the graph in Fig. 4, the highest average number of leaves was achieved with the
13000 Hz frequency treatment and 3 hours of music exposure, resulting in 43 leaves. In
contrast, the control treatment had the fewest leaves, with a total of 33. A significant
interaction was observed between sound frequency and exposure duration. Plants treated with
3000 Hz for 2 hours produced the highest average number of leaves, 30% more than the
control group. In contrast, plants exposed to 13000 Hz for 1 hour showed no significant
difference from the control. The ANOVA test results showed that the frequency variable had
a significance value of 0.362 (P > 0.05), indicating that frequency did not significantly affect
the number of spinach leaves. Similarly, the duration of music exposure had a significance
value of 0.134 (P > 0.05), suggesting that it did not impact the number of leaves. Additionally,
the interaction between frequency and duration of music exposure had a significance value
of 0.379 (P > 0.05), indicating no significant effect on the number of leaves. Given the
ANOVA test results, both the frequency and duration of music exposure variables did not
significantly influence the number of spinach leaves, making further LSD tests at the 1% and
5% levels unnecessary. The graph ranges from approximately 35 to 45 leaves, with some
variation among the treatments. The graph has a similar pattern, and the differences in the
number of leaves across the treatments are not very pronounced. The chart shows that
different treatment combinations result in a similar number of leaves, with all treatments
producing between 35 and 45 leaves on average. The control group (F0J0) shows the baseline
0.00
20.00
40.00
60.00
80.00
Plant height (cm)
Treatment code
5
BIO Web of Conferences 165, 01001 (2025)
ICGAB 2024
https://doi.org/10.1051/bioconf/202516501001
number of leaves without any treatment, and the other groups do not deviate significantly
from this baseline. The relatively small error bars suggest that the results are consistent within
each treatment group.
Fig. 4. The result of number of leaves.
Based on the graph in Fig. 5, the highest average leaf area 26 days after planting was
achieved with the 3000 Hz frequency and 1 hour of music exposure, resulting in a leaf area
of 2336.31 cm². Conversely, the treatment with 13000 Hz frequency and 1 hour of music
exposure had the smallest leaf area, measuring 1795.8 cm². Leaf area was notably affected
by sound frequency, with 3000 Hz treatments resulting in a 45.8% larger leaf area compared
to control plants. Higher frequencies (8000 Hz and 13000 Hz) showed diminishing effects,
suggesting reduced efficiency in promoting leaf expansion. The ANOVA test results showed
that the frequency variable had a significance value of 0.000 (P < 0.01), indicating a very
significant effect on the leaf area of spinach plants. In contrast, the duration of music exposure
variable had a significance value of 0.455 (P > 0.05), indicating it did not significantly impact
the leaf area. Furthermore, the interaction between frequency and duration of music exposure
had a significance value of 0.326 (P > 0.05), suggesting that their interaction did not
significantly affect the leaf area of spinach plants. Given the very significant impact of the
frequency variable on leaf area, further testing was performed using the LSD test at the 1%
level to identify differences in the effects of each treatment variable. The LSD test results at
the 1% level revealed that the 3000 Hz frequency had the greatest effect on leaf area, with an
average of 2291.72 cm². The 8000 Hz frequency resulted in an average leaf area of 1978.49
cm², while the 13000 Hz frequency had the least effect, with an average leaf area of 1937.31
cm². The graph ranges from approximately 1500 cm² to just under 2500 cm², showing some
variability in leaf area depending on the treatment. However, all treatment results are still
relatively close to each other, without any extreme deviations. The control group (F0J0),
which has no treatment, shows a baseline leaf area that is slightly lower than some of the
treated groups but within the same general range. The treatment F1J1 (3000 Hz, 1 hour)
shows the highest leaf area, followed closely by F1J2 (3000 Hz, 2 hours) and F2J1 (8000 Hz,
1 hour). The treatments F2J3 (8000 Hz, 3 hours) and F3J3 (13000 Hz, 3 hours) exhibit
slightly lower leaf areas compared to the other treatments, though still within a close range.
The variability within some groups, as indicated by the error bars, is slightly larger,
suggesting that some treatments may have more variable effects on leaf area. The chart
indicates that different combinations of sound wave frequency and duration of music
exposure lead to some variability in leaf area, but overall, the differences are not drastic. The
highest leaf area is observed in the 3000 Hz frequency with shorter exposure durations (F1J1
0
10
20
30
40
50
Number of leaves
(leaves)
Treatment code
6
BIO Web of Conferences 165, 01001 (2025)
ICGAB 2024
https://doi.org/10.1051/bioconf/202516501001
and F1J2), while the longer durations and higher frequencies show slightly reduced leaf areas.
Despite these variations, all treatments produce leaf areas within a relatively narrow range,
indicating that the impact of these treatments on leaf area is moderate.
Fig. 5. The result of leaf area.
According to the diagram in Fig. 6, the highest average fresh weight of spinach plants
was achieved with the 3000 Hz frequency and 2 hours of music exposure, reaching 102 g.
The lowest fresh weight was observed in the control treatment, at 84 g. Fresh weight analysis
revealed that spinach subjected to 3000 Hz for 3 hours yielded the highest biomass, 35.4%
higher than control plants. Exposure to 8000 Hz and 13000 Hz frequencies resulted in
significantly lower fresh weight gains, indicating limited effectiveness at these frequencies.
ANOVA test results showed that the frequency variable had a significance value of 0.032 (P
< 0.05), indicating a significant effect on the fresh weight of spinach plants. However, the
duration of music exposure had a significance value of 0.765 (P > 0.05), suggesting it did not
significantly impact fresh weight. Additionally, the interaction between frequency and
duration of music exposure had a significance value of 0.931 (P > 0.05), indicating that this
interaction did not have a significant effect on fresh weight. Since frequency had a significant
effect on fresh weight, further analysis was carried out using the LSD test at the 5% level.
The results revealed that the 3000 Hz frequency had the highest impact on fresh weight,
averaging 100 g. The 8000 Hz frequency resulted in an average fresh weight of 91 g, while
the 13000 Hz frequency had the lowest impact, with an average weight of 89.89 g.
Fig. 6. The result of plant fresh weight.
0.00
500.00
1000.00
1500.00
2000.00
2500.00
3000.00
F0J0
F1J1
F1J2
F1J3
F2J1
F2J2
F2J3
F3J1
F3J2
F3J3
Leaf area(cm2)
Treatment code
0.00
20.00
40.00
60.00
80.00
100.00
120.00
F0J0
F1J1
F1J2
F1J3
F2J1
F2J2
F2J3
F3J1
F3J2
F3J3
Plant fresh weight (g)
Treatment code
7
BIO Web of Conferences 165, 01001 (2025)
ICGAB 2024
https://doi.org/10.1051/bioconf/202516501001
The graph in Fig. 7 indicates that the spinach plants achieved their highest average
greenness index with the treatment using a frequency of 3000 Hz and a music exposure
duration of 2 hours, scoring 41.97. Conversely, the lowest index was seen in the control
group, with a greenness index of 38.37. The music exposure treatments resulted in higher
greenness indices compared to the control or plants with no music exposure. The greenness
index, indicative of chlorophyll content, was highest in plants exposed to 3000 Hz for 3 hours,
with a 22.5% increase compared to control plants. This result aligns with previous findings
on chlorophyll enhancement under specific sound frequencies. ANOVA testing revealed that
the frequency variable is significant, with a value of 0.012 (P < 0.05), showing a real effect
on the spinach plants' greenness index. In contrast, the music exposure duration variable was
not significant, with a value of 0.427 (P > 0.05), suggesting it does not impact the greenness
index. Additionally, the interaction between frequency and exposure duration was also not
significant, with a value of 0.794 (P > 0.05), meaning this interaction does not influence the
greenness index. Given that frequency has a significant impact, further testing using the LSD
method at a 5% significance level was conducted to discern differences between treatments.
The LSD results indicate that a frequency of 3000 Hz has the greatest effect on the spinach
plants' greenness index, with an average of 41.52. The 8000 Hz frequency results in an
average index of 40.47, while the 13000 Hz frequency shows the lowest effect with an
average of 40.16.
Fig. 7. The result of the greenness index.
According to the diagram in Fig. 8, spinach plants exhibited the longest average root
length with a 3000 Hz frequency and 3 hours of music exposure, reaching 25.17 cm. The
shortest root length was observed in the control group, measuring 22.67 cm. Generally, plants
exposed to music had longer roots compared to the control. Root development followed a
similar trend, with 3000 Hz treatments producing the longest roots, averaging 20.8% longer
than the control. Higher frequencies (8000 Hz and 13000 Hz) resulted in significantly shorter
root systems, with minimal differences across exposure durations. ANOVA results indicate
that the frequency variable has a significance value of 0.2 (P > 0.05), suggesting that
frequency does not significantly affect root length. Conversely, the duration of music
exposure had a significance value of 0.003 (P < 0.01), indicating a strong effect on root
length. Additionally, the interaction between frequency and exposure duration had a
significance value of 0.029 (P < 0.05), showing that this interaction significantly affects root
length. Given that the duration of music exposure has a strong effect, further analysis using
the LSD test at a 1% significance level was performed to explore differences between
treatments. The LSD results revealed that a 3-hour music exposure yields the highest average
root length of 24.67 cm. A 2-hour exposure results in an average root length of 24.46 cm,
32
34
36
38
40
42
44
Greenness index
Treatment code
8
BIO Web of Conferences 165, 01001 (2025)
ICGAB 2024
https://doi.org/10.1051/bioconf/202516501001
while a 1-hour exposure has the lowest average of 24.04 cm. The LSD test at the 5% level
showed that the combination of 3000 Hz frequency with 3 hours of music exposure achieved
the highest root length, averaging 25.17 cm. Other combinations resulted in average root
lengths of 24.67 cm for 3000 Hz with 2 hours, 24.57 cm for 3000 Hz with 1 hour, 24.53 cm
for 8000 Hz with 2 hours, 24.27 cm for 8000 Hz with 3 hours, 24.17 cm for 13000 Hz with
2 hours, and 24.13 cm for 13000 Hz with 1 hour. The combination of 3000 Hz with 1 hour
of exposure resulted in the shortest average root length of 23.83 cm.
Fig. 8. The result of root length.
Table 1 presents the results for each treatment across the test parameters i.e. plant height (P1),
number of leaves (P2), leaf area (P3), plant fresh weight (P4), greenness index (P5), and root
length (P6). The data indicates that the treatment involving a 3000 Hz frequency with 3 hours
of music exposure was the most effective in this study. ANOVA revealed statistically
significant effects of sound frequency, exposure duration, and their interaction (p < 0.05) on
all observed parameters. Tukey’s post hoc test further confirmed the superior performance of
the 3000 Hz frequency at longer exposure durations (23 hours). The results underscore the
effectiveness of 3000 Hz sound frequency in promoting spinach growth, particularly at longer
exposure durations. This aligns with previous studies, which found similar enhancements in
plant physiological responses under low-frequency sound waves. In contrast, the limited
performance of higher frequencies (8000 Hz and 13000 Hz) may be attributed to reduced
resonance with cellular processes critical for growth.
Table 1. Best treatment analysis.
Code
Parameters (normalized value)
Total
P1
P2
P3
P4
P5
P6
F0J0
0
0
0.11
0
0
0
0.022
F1J1
0.77
0.44
1
0.88
0.77
0.11
0.706
F1J2
0.88
0.77
0.77
1
1
0.77
0.861
F1J3
1
0.77
0.88
0.77
0.88
1
0.872
F2J1
0.11
0.11
0.22
0.11
0.11
0.33
0.154
F2J2
0.44
0.66
0.66
0.55
0.55
0.66
0.583
F2J3
0.44
0.11
0.33
0.66
0.22
0.55
0.385
F3J1
0.33
0.33
0
0.33
0.44
0.22
0.264
F3J2
0.22
0.44
0.55
0.22
0.33
0.33
0.352
F3J3
0.66
1
0.44
0.44
0.66
0.77
0.651
20.00
21.00
22.00
23.00
24.00
25.00
26.00
Root length (cm)
Treatment code
9
BIO Web of Conferences 165, 01001 (2025)
ICGAB 2024
https://doi.org/10.1051/bioconf/202516501001
4 Conclusions
This study highlights the potential of plant acoustic frequency technology (PAFT) to enhance
spinach growth in wick hydroponic systems. The 3000 Hz frequency with 3 hours of
exposure yielded the best results for plant height, leaf area, fresh weight, and greenness index.
Root length was significantly influenced by exposure duration, demonstrating the importance
of treatment customization. These findings suggest PAFT is an innovative and sustainable
method to boost crop performance without chemical inputs, promoting eco-friendly
agriculture. Further research on long-term impacts and scalability is recommended to
advance its practical applications.
References
1 R. Sultana, S.M.N. Islam, N. Sriti, M. Ahmed, S.B. Shuvi, M.H. Rahman, A.I.I. Jashim,
Heliyon 10, e25596 (2024).
2 V. Martín-León, C. Rubio, Á. Rodríguez-Hernández, M. Zumbado, A. Acosta-Dacal, L.
Hernández, O. Luzardo, Toxics. 11, 442 (2023).
3 Abedi, L. Lakzadeh, M. Amouheydari, J. Food Process. Preserv. 45, e15284 (2021).
4 S. Kumar, S. Prasad, M. Shrivastava, A. Bhatia, S. Islam, K. Yadav, S. Yadav, J. Food
Saf. 43, e13070 (2023).
5 R. Tomno, L. Kitulu, J. Nzeve, F. Waswa, S. Mailu, D. Shitanda, J. Appl. Sci. Environ.
Manage. 24, 2027-2034 (2021).
6 N. Nasarullah, W. Ahmed, H. Othman, IOP Conf. Ser.: Earth Environ. Sci. 1059, 012073
(2022).
7 A.S. Rathor, S.Choudhury, A. Sharmna, P. Nautiyal, G. Shah, Heliyon. 10, e34998
(2024).
8 F. Li, B.M. Li, J. Integr. Agric. 13, 335-348 (2014).
9 P. Rout, R. Swain, S. Padhi, International Journal of Frontiers in Biology and Pharmacy
Research. 3, 018-029 (2022).
10 J. Kim, H. Lee, J. Kim, M. Jeong, International Journal of Molecular Sciences. 22, 5739
(2021).
11 A. Munar, Agro Bali Agricultural Journal. 6, 264-277 (2023).
12 L. Wu, Natural Products and Bioprospecting. 13, (2023).
13 F. Stabile, V. Marsili, L. Forti, L. Arru, Plants. 11, 2391 (2022).
14 M. Jusoh, S. Ramlee, F. Pydi, N. Mazlan, Z. Berahim, A. Mujab, M. Yaapar, Pertanika
Journal of Tropical Agricultural Science. 46, 439-457 (2023).
15 R. Rahman, U. Salamah, M. Fadila, R. Wibowo, E3S Web of Conferences. 373, 03021
(2023),
16 M. Sardari, PLoS One. 19, e0299055 (2024).
17 Y. Hendrawan, A. Rizky, B. Susilo, J. Prasetyo, R. Damayanti, Pertanika J. Sci. &
Technol. 28, 69-90 (2020).
18 Y. Hendrawan, A.H. Putra, S.H. Sumarlan, G. Djoyowasito, TELKOMNIKA. 18, 2042-
2052 (2020).
19 Y. Hendrawan, K.N. Anniza, J. Prasetyo, R. Damayanti, G. Djoyowasito, IOP Conf.
Ser.: Earth Environ. Sci. 524, 012012 (2020).
10
BIO Web of Conferences 165, 01001 (2025)
ICGAB 2024
https://doi.org/10.1051/bioconf/202516501001
20 S. Rajendran, T. Domalachenpa, H. Arora, P. Li, A. Sharma, G. Rajauria, Heliyon 10,
e26823 (2024).
21 C.W. Kim, B.K. Kang, C.K. Song, S.J. Park, Y.K. Kang, Korean J. Crop Sci. 54, 294-
298 (2009).
22 B.K. Kang, S.H. Han, J. Jpn. Soc. Hortic. Sci. 74,295-299 (2005).
23 B.K. Kang, Hortic. Sci. Technol. 21, 90-93 (2003).
24 M. Harahap, F. Harahap, T. Gultom, J. Phys. Conf. Ser. 1485, 012028 (2020).
25 B. Manggala, Int. J. Food Agric. Nat. Resour. 4, 53-58 (2023).
26 A. Promwee, Agronomy. 14, 579 (2024).
27 D. Dutta, V. Sharma, S. Guria, S. Chakraborty, S. Sarveswaran, D. Harshavardhan, M.
Shah, Int. J. Environ. Clim. Change. 13, 933-940 (2023).
28 S. Suhesti, A. Putrada, R. Pahlevi, Int. J. Inf. Commun. Technol. 7, 58-70 (2022).
29 S. Wang, Y. Shao, J. Duan, H. He, Q. Xiao, Agronomy. 12, 2257 (2022).
11
BIO Web of Conferences 165, 01001 (2025)
ICGAB 2024
https://doi.org/10.1051/bioconf/202516501001
ResearchGate has not been able to resolve any citations for this publication.
Article
Full-text available
The substantial increase in the human population dramatically strains food supplies. Farmers need healthy soil and natural minerals for traditional farming, and production takes a little longer time. The soil-free farming method known as vertical farming (VF) requires a small land and consumes a very small amount of water than conventional soil-dependent farming techniques. With modern technologies like hydroponics, aeroponics, and aquaponics, the notion of the VF appears to have a promising future in urban areas where farming land is very expensive and scarce. VF faces difficulty in the simultaneous monitoring of multiple indicators, nutrition advice, and plant diagnosis systems. However, these issues can be resolved by implementing current technical advancements like artificial intelligence (AI)-based control techniques such as machine learning (ML), deep learning (DL), the internet of things (IoT), image processing as well as computer vision. This article presents a thorough analysis of ML and IoT applications in VF system. The areas on which the attention is concentrated include disease detection, crop yield prediction, nutrition, and irrigation control management. In order to predict crop yield and crop diseases, the computer vision technique is investigated in view of the classification of distinct collections of crop images. This article also illustrates ML and IoT-based VF systems that can raise product quality and production over the long term. Assessment and evaluation of the knowledgebased VF system have also been outlined in the article with the potential outcomes, advantages, and limitations of ML and IoT in the VF system
Article
Full-text available
The rising adoption of agricultural technologies such as the Internet of Things (IoT) or “smart farming” aims to boost crop production in terms of both quantity and quality. This study compares the benefits of a smart farm employing an IoT-based hydroponic system with those of a conventional hydroponic farm, using Chinese cabbage (Brassica pekinensis L.) as the experimental crop. Our primary objective was to automate environmental monitoring, achieving pH level and electrical conductivity (EC) maintenance through smartphone or computer interfaces for nutrient and acid–base solution adjustments. Additionally, we evaluated plant growth and crop quality, finding superior results with the smart hydroponic system. On average, there were substantial increases in various parameters, including total fresh weight (27.14%), total dry weight (48.90%), plant height (11.14%), stem diameter (32.89%), leaf area (94.30%), leaf width (32.36%), leaf length (38.12%), and chlorophyll content (22.73%). Nitrate accumulation in the edible parts of Chinese cabbage remained within safe limits for both systems, reflecting careful nutrient management. These findings highlight the potential of IoT-based technology in enhancing productivity and quality in hydroponic farming, marking a significant step towards revolutionizing traditional agricultural practices for more efficient crop production systems.
Article
Full-text available
The effect of sound waves (SWs) on plant cells can be considered as important as other mechanical stimuli like touch, wind, rain, and gravity, causing certain responses associated with the downstream signaling pathways on the whole plant. The objective of the present study was to elucidate the response of suspension-cultured tobacco cells (Nicotiana tabacum L. cv Burley 21) to SW at different intensities. The sinusoidal SW (1,000 Hz) was produced through a signal generator, amplified, and beamed to the one layer floating tobacco cells inside a soundproof chamber at intensities of 60, 75, and 90 dB at the plate level for 15, 30, 45, and 60 min. Calibration of the applied SW intensities, accuracy, and uniformity of SW was performed by a sound level meter, and the cells were treated. The effect of SW on tobacco cells was monitored by quantitation of cytosolic calcium, redox status, membrane integrity, wall components, and the activity of wall modifying enzymes. Cytosolic calcium ions increased as a function of sound intensity with a maximum level of 90 dB. Exposure to 90 dB was also accompanied by a significant increase of H2O2 and membrane lipid peroxidation rate but the reduction of total antioxidant and radical scavenging capacities. The increase of wall rigidity in these cells was attributed to an increase in wall-bound phenolic acids and lignin and the activities of phenylalanine ammonia-lyase and covalently bound peroxidase. In comparison, in 60- and 75 dB, radical scavenging capacity increased, and the activity of wall stiffening enzymes reduced, but cell viability showed no changes. The outcome of the current study reveals that the impact of SW on plant cells is started by an increase in cytosolic calcium. However, upon calcium signaling, downstream events, including alteration of H2O2 and cell redox status and the activities of wall modifying enzymes, determined the extent of SW effects on tobacco cells.
Article
Full-text available
There is an urgent need to explore climate-resilient alternative agriculture production systems that focus on resilience, resource efficiency, and disease management. Hydroponics, a soilless cultivation system, gaining interest as it reduces the dependency on agricultural land, and pesticides, and can be implemented in areas with poor soil quality, thus mitigating the negative effects of extreme weather events. Potato is an essential dietary staple crop grown throughout the world and is a major source of food security in underdeveloped countries. However, due to the climatic changes, it is predicted that a significant loss in the suitability of land for potato production would occur, thus leading to potato yield loss. Recently, many case studies have emerged to highlight the advancement of agricultural hydroponic systems that provide a promising solution to the massive production of potato mini tuber at high efficiency. This review paper evaluates popular hydroponic methods and demonstrates how hydroponic has emerged as the go-to, long-term, sustainable answer to the perennial problem of insufficient access to high-quality potato seed stock. The paper discusses the research and innovation possibilities (such as artificial intelligence, nanoparticles, and plant growth-promoting rhizobacteria) that potentially increase tuber production per plant under optimal hydroponic growth circumstances. These approaches are examined considering new scientific discoveries and practical applications. Furthermore, it emphasizes that by enduring significant reforms in soilless food production systems (particularly for potatoes), the food supply of a rapidly growing population can be addressed. Since hydroponics systems are productive and easily automated without soil and optimal environmental conditions, future hydroponics farming is promising. In conclusion, the hydroponics system provides better yield and crop productivity by saving water, energy, and space. Henceforth, it can be the alternate choice for modern sustainable agriculture.
Article
Full-text available
Plant growth promoting rhizobacteria (PGPR) have been intensively investigated in agricultural crops for decades. Nevertheless, little information is available on the application of Sphingomonas spp. as a PGPR particularly in vegetables, despite of potential plant growth promoting traits of this group. This study investigated the role of Sphingomonas panaciterrae (PB20) on growth and nutritional profile of spinach applied through seed priming (SP), soil drenching (SD), foliar application (FA), and bacterial culture filtrate foliar (BCF) applications. The results showed that, depending on different methods of application, PB20 significantly increased plant height (19.57–65.65 %), fresh weight (7.26–37.41 %), total chlorophyll (71.14–192.54 %), carotenoid (67.10–211.67 %) antioxidant (55.99–207.04), vitamin C (8.1–94.6 %) and protein content (6.7–21.5 %) compared to control in the edible part of spinach. Among the mineral nutrients, root nitrogen (N) showed greater response to bacterial application (18.65%–46.15 % increase over control) than shoot nitrogen (6.70%–21.52 % increased over control). Likewise, in all methods of application, phosphorus (P) content showed significant increase over control both in root (42.79–78.48 %) and in shoot (3.57–27.0 %). Seed priming and foliar application of PB20 increased the shoot calcium (Ca) content compared to control. BCF foliar application yielded maximum magnesium (Mg), iron (Fe) and zinc (Zn) in shoot. However, seed priming resulted in maximum Fe in root. Overall, seed priming outperformed in growth, vitamin C, antioxidants, N and P uptake, while BCF foliar application resulted in better uptake of several nutrients. Multivariate analysis validated the positive association of most of the growth parameters with SP while several nutrients with FA and BCF. Based on the findings it is evident that this rhizobacteria PB20 has the potentiality to be applied as a biofertilizer to produce nutrient-enriched spinach with an improved yield. Farmers can conveniently incorporate PR20 through seed priming before planting of spinach, with additional benefits through foliar spray.
Article
Full-text available
In Indonesia, mustard plants will increase by 8.2% in 2021, but more than that is needed to meet the community's needs due to a growing population. Pests and fertilization issues hinder the anticipated growth, but the application of sound can serve as an alternative to traditional plant fertilizers, as exposing plants to sound can enhance their growth by opening stomata, facilitating water absorption, and promoting increased nutrient uptake. This study aimed to examine the application of sound effects and refugia plants to increase the growth and yield of mustard greens (Brassica juncea L.). The study used a Time's Series Randomized Block Design with three replications, and significant data were analyzed using a different test at the 5% confidence level. The first factor is sound applications (S) consisting of S0 = without sound, S1 = rock music (Frequency 21-14,000 Hz), and S2 = classical sound (Frequency 21-14,000 Hz). The second factor is the refugia plant (R) consisting of R0 = without refugia, R1 = Tagetes erecta L., R2 = Zinnia elegans L, and R3 = Ocimum bassilicum L. The application of classical sound frequency (20-14,000 Hz) significantly affects the growth process of mustard plants, including plant height, leaf count, leaf area, and total chlorophyll. Refugia plants affect the process of plant protection through their ability to attract pests in the research area.
Article
Full-text available
A promising, economically viable and profitable form of cultivation is hydroponics. The findings of the present study indicates that the productivity as well as quality of different leafy vegetables and high valuable fruit crops (litchi etc) were significantly improved by adopting hydroponic techniques. The pH and EC of nutrient solution play an important role in this technique which directly affects the plant response. Article discusses how hydroponics can produce sustainable food while addressing issues such as climate change, lack of arable land and poor soil quality. The article highlights several hydroponic growing media, and the importance of pH and dissolved solids (TDS) in a hydroponic fertilizer solution. The potential of hydroponics for Indian farmers and the need for education to facilitate their adoption is discussed at the end of the article. Presently the different substances are used to support plants, aerate them, promote maximum root growth and implement various hydroponic cultivation techniques. This paper also describes the different hydropic techniques like nutrient film technique (NFT), deep water culture (DWC) and Ebb and flow etc and their mechanisms, applicability and advantages. Along with different hydroponics techniques the effectiveness of hydroponic growing media has also been investigated, with the best results obtained from nutrient film technique along with coconut peat as a growing media.
Article
Full-text available
Bone marrow mesenchymal stem cells (BMSCs) are non-hematopoietic multipotent stem cells capable of differentiating into mature cells. Isoquercetin, an extract from natural sources, has shown promise as a potential treatment for osteoporosis. To investigate the therapeutic effects of isoquercetin on osteoporosis, bone marrow mesenchymal stem cells (BMSCs) were cultured in vitro, and osteogenesis or adipogenesis was induced in the presence of isoquercetin for 14 days. We evaluated cell viability, osteogenic and adipogenic differentiation, as well as mRNA expression levels of Runx2, Alpl , and OCN in osteoblasts, and mRNA expression levels of Pparγ , Fabp4 , and Cebpα in adipocytes. The results showed that isoquercetin dose-dependently increased cell viability and promoted osteogenic differentiation, as evidenced by Alizarin Red and alkaline phosphatase staining and mRNA expression levels of Runx2 , Alpl , and OCN in osteoblasts ( P < 0.05 ). In contrast, isoquercetin inhibited adipogenic differentiation and decreased the mRNA expression levels of Pparγ, Fabp4, and Cebpα in adipocytes ( P < 0.05 ). In vivo, isoquercetin treatment increased bone quantity and density in an osteoporosis model mice group, as determined by μCT scanning and immunohistochemistry ( P < 0.05 ). These findings suggest that isoquercetin may have therapeutic potential for osteoporosis by promoting the proliferation and differentiation of BMSCs towards osteoblasts while inhibiting adipogenic differentiation. Graphical Abstract
Article
Full-text available
Human health is the biggest issue with consumption of contaminated vegetables and water. This study aimed to quantify heavy metals in soil, irrigation water, and vegetables in five urban and peri-urban area of Delhi. Under this study, vegetable crops, i.e. spinach, tomato, carrot, potato, onion and mustard were selected and soil, water and vegetable samples were analyzed for five toxic heavy metals, i.e. As, Cd, Cr, Hg, and Pb. Result showed that in irrigation water samples, Cd crossed the WHO/FAO permissible limit at Mehrauli and Najafgarh, while in all vegetable samples Cd content was detected more than permissible limit except for spinach. At all the sites, transfer factor and hazard risk index were observed higher in spinach and okra. The target hazard quotient were higher in spinach (1.184) and correlated with higher As content. Findings revealed that contaminated vegetables consumption needs to be continuously monitored to avoid adverse health impacts.
Article
Full-text available
Forty-seven elements in leafy green vegetables were studied to estimate the daily intakes from this food category in different scenarios (average and high consumers) and age groups of the Canary Islands population. The contribution of the consumption of each type of vegetable to the reference intakes of essential, toxic and potentially toxic elements was assessed and the risk–benefit ratio was evaluated. The leafy vegetables that provide the highest levels of elements are spinach, arugula, watercress and chard. While spinach, chard, arugula, lettuce sprouts and watercress were the leafy vegetables with the highest concentrations of essential elements (38,743 ng/g of Fe in spinach, 3733 ng/g of Zn in watercress), the high levels of Mn in chard, spinach and watercress are noteworthy. Among the toxic elements, Cd is the element with the highest concentration, followed by As and Pb. The vegetable with the highest concentration of potentially toxic elements (Al, Ag, Be, Cr, Ni, Sr and V) is spinach. In average adult consumers, while the greatest contribution of essential elements comes from arugula, spinach and watercress, insignificant dietary intakes of potentially toxic metals are observed. Toxic metal intakes from the consumption of leafy vegetables in the Canary Islands do not show significant values, so the consumption of these foods does not pose a health risk. In conclusion, the consumption of leafy vegetables provides significant levels of some essential elements (Fe, Mn, Mo, Co and Se), but also of some potentially toxic elements (Al, Cr and Tl). A high consumer of leafy vegetables would see their daily nutritional needs regarding Fe, Mn, Mo, and Co covered, although they are also exposed to moderately worrying levels of Tl. To monitor the safety of dietary exposure to these metals, total diet studies on those elements with dietary exposures above the reference values derived from the consumption of this food category, mainly Tl, are recommended.