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  <front>
    <journal-meta>
      <journal-title-group>
        <journal-title>Water Resources Engineering (BDWRE)</journal-title>
      </journal-title-group>
    </journal-meta>
    <article-meta>
      <title-group>
        <article-title>Innovative technologies (nanobubbles and electronic water treatment) to manage highly saline irrigation water in hydroponic systems⋆</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Konstantinos Zoukidis</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Athanasios Gertsis</string-name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Antonios Apostolidis</string-name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Georgios</string-name>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Strouthopoulos</string-name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Anastasia Giannakoula</string-name>
          <email>agianna@ihu.gr</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Department of Agriculture, International Hellenic University</institution>
          ,
          <addr-line>57400, Thessaloniki</addr-line>
          ,
          <country country="GR">Greece</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>Department of Sustainable Agriculture and Management, Perrotis College/American Farm School</institution>
          ,
          <addr-line>54 Marinou Antypa Street, 57001, Thessaloniki</addr-line>
          ,
          <country country="GR">Greece</country>
        </aff>
      </contrib-group>
      <pub-date>
        <year>2023</year>
      </pub-date>
      <volume>5</volume>
      <issue>1</issue>
      <fpage>06</fpage>
      <lpage>13</lpage>
      <abstract>
        <p>Irrigation water salinity presents a major and increasing problem worldwide. Methods to treat it and achieve higher efficiency will provide valuable tools to farmers to achieve more sustainable and profitable crop production systems. Most systems currently used for saline water treatment represent high energy consumption and large costs. Any new systems that can reduce the irrigation water salinity effects, will contribute significantly to the more sustainable crop production and indirectly mitigate the climate effects, by reducing the crop stresses by abiotic factors. The objective of this study was to evaluate high salinity levels of irrigation water, for growth and productivity of leafy vegetables. Two innovative and inexpensive technologies were used. One is the application of a nanobubbles system (NB: http://hal.teiemt.gr/index.php/agronb) and the other is an electronic water treatment system, based on low frequency radiation waves (MAXGROW: https://MAXGROW.tech/ ). The NB system produces very small size water cavities. The MAXGROW cutting edge electronics ensemble generates up to two million pulses per second in a constantly altering transmission bandwidth, enabling the system to dissolve all the ions of the metallic salts. The research was conducted in the Greenhouse Laboratory of Perrotis College/American Farm School Thessaloniki, Greece under a floating disks hydroponic system, in which three leafy vegetables species (endive, and two lettuce varieties- COS and Batavia) were grown in 4 different sections/tanks each one filled with different salinity irrigation water: a. Control (E.C.i ~1 dS/m), b. saline water (E.C.i = 10 dS/m) enriched with NB, c. saline water (E.C.i = 10 dS/m) + MAXGROW and d. saline water (E.C.i = 10 dS/m) + MAXGROW + NB). Various vegetable agronomic parameters (total fresh weight, height, root weight, SPAD units, etc.) and water parameters (Dissolved Oxygen, pH, EC, nutrients, temperature, size and concentration of NB, etc.) were periodically recorded. The results indicated that a combination of the two devices was the best treatment used, as compared to using one device separately and provided higher final fresh yield than the regular water treatment. A very important result that was also shown, refers to MAXGROW's system ability reduce the size of water cavities by itself, thus producing additional NBs and in combination with the NB system increased the concentration of NBs. Therefore, the two devices can provide a very sustainable and affordable tool to mitigate high salinity problems in crop production systems.</p>
      </abstract>
      <kwd-group>
        <kwd>eol&gt;nanobubbles (NB)</kwd>
        <kwd>electronic water treatment system (MAXGROW)</kwd>
        <kwd>floating disk systems</kwd>
        <kwd>hydroponics</kwd>
        <kwd>leafy vegetables</kwd>
        <kwd>saline water 1</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Introduction</title>
      <p>
        Green leafy vegetables are praised for its high nutritional source for vitamins, minerals and
phenolic compounds, which take part in various health-related issues and take part on special
significance for improving food and nutrition security [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ]. The World Health Organization (WHO)
recommends at least 400 g of fruit and vegetables per day, excluding potatoes, sweet potatoes,
cassava and other starchy roots [
        <xref ref-type="bibr" rid="ref2">2</xref>
        ]. Additionally, it is advised that one of the five servings of
vegetables should diversify their meals and be green leafy vegetables.
      </p>
      <p>
        Soils with high amounts of soluble salts and/or sodium ions, called salt-affected soils. The salts
hold water in the soil at high osmotic potential, which could create problems of absorption of
nutrients and water) by the roots of plants. Salt-affected soils also develop when salts accumulate
due to long term irrigation with saline water [
        <xref ref-type="bibr" rid="ref3">3</xref>
        ]. Salinization is provided due to poor management
of irrigation, which is one of the major problems for global food production. Most of the salt-affected
soils, are founded in arid or semi-arid climates, food production systems where in these regions
requires irrigation. Some statistics shows that 20-50 % of irrigated soils are salt-affected [
        <xref ref-type="bibr" rid="ref4">4</xref>
        ]. The salt
concentration in full-strength seawater causes hazardous effects for almost all cultivated plants. It
destroys soil structure, particularly without an adequate leaching mechanism, making large-scale
sustainable agriculture dependent on seawater impossible. However, on a smaller scale, such as in
naturally salty coastal locations, ocean irrigation could be practical and cost-effective [
        <xref ref-type="bibr" rid="ref5">5</xref>
        ]. Especially
desalinized or mixed with fresh water, salt water is a reasonable choice in farming [
        <xref ref-type="bibr" rid="ref6">6</xref>
        ].
      </p>
      <p>
        Many scientists have studied the problem of groundwater salinization and soil salinization
through remote sensing and new technology, like the ultrasonic irrigation water treatment
(MAXGROW) [
        <xref ref-type="bibr" rid="ref7">7</xref>
        ]. Furthermore, one more new technology that could mitigate the salinization
problem is generator of Agro-NB, which the solubility of gases in aqueous salt solution decreases
with the salt concentration, and called “salting-out effects” [8].
      </p>
      <p>Hydroponics is a cultivation method that involves the growth of plants by using a water-based
nutrient solution without soil in mostly inert inorganic growth substrates and in water only (floating
systems). [9]. Europe and specifically France, Netherlands and Spain are considered the top
producers in hydroponic systems. Hydroponic cultivation in relation to conventional cultivation
could produce fresh vegetables with accumulation of some beneficial nutrients [10]. In addition, the
rapid increase in urbanization and population growth combined with limited water and land
resources, food security in large cities is insecure. The small-scale farms and high labor costs for
vegetables production and the new soilless culture technologies, given the opportunity to the various
forms of soilless culture (including hydroponics, aeroponics, aquaponics) to be considered as the
most sustainable agricultural management systems to produce healthy and safe vegetables by
reduced crop yield loss caused by soil-borne pests and by soil salinity accumulation [11].</p>
      <p>The objective of this study was to evaluate high salinity levels of irrigation water, for growth and
productivity of leafy vegetables, using and testing two innovative and inexpensive devices.</p>
    </sec>
    <sec id="sec-2">
      <title>2. Materials and Methods</title>
      <p>The study was conducted through experimental research in the greenhouse at Perrotis
College/American Farm School (lat. 40o 34′ N, long. 22o 59′ E) Thessaloniki, Greece. The study
conducted from 20/11/2023 until 22/02/2024. More growing cycles are in progress.</p>
      <p>In this experiment, hydroponic system of floating disc cultivation was used and the 4 different
treatments in sections/tanks (Fig. 1) filled with irrigation water with nutrient solution (50% of
Hoagland solution), were: The first section was the Control filled with regular tap water/nutrient
solution (E.C. = 0,850 dS/m or called E.C.i &lt;1). The second section used water/nutrient solution with
high E.C.i (10 dS/m) enriched with Nanobubbles every 3 days [8]. The third section filled with
water/nutrient solution (E.C.i = 10 dS/m) and was treated continuously with MAXGROW. The fourth
section filed with water/nutrient solution (E.C.i = 10 dS/m) and treated with the updated version
(Generation 6) of the MAXGROW device and enriched with Nanobubbles every 3 days. All
treatments in sections had 45 plants inside (15 plants of endive, 15 lettuces of Batavia Epsilone
lettuces and 15 of COS lettuces). Various vegetable agronomic parameters (total fresh weight, root
height, root weight), NDVI (Normalized Difference Vegetation Index) and SPAD (measured by
Trimble Green Seeker Handheld Crop Sensor, etc.) were measured in the end of experiment and
water parameters (Dissolved Oxygen, pH, EC, temperature, size and concentration of NB) were
recorded. Measurements of the environmental conditions [temperature (oC) and humidity (%)] inside
in the greenhouse were recorded continuously from portable meteorological station.</p>
      <p>MAXGROW is an electronic water treatment system (https://MAXGROW.tech/) and the
technology is based on the transmission of constantly altering variable radio- wave frequencies
which have the ability to dissolve all the ions in water that form deposits inside the irrigation system
and the soil. Some of the benefits are: a) removes/dissolves all the existing lime scale and salt deposits,
b) removes all the existing calcium carbonate deposits, c) it does not produce waste water and has
an unlimited life span, d) it has zero maintenance, does not require any filters or the addition of
chemicals or any human operation and e) it has very low energy consumption and is a low-cost
device.</p>
      <p>Agro - Nanobubbles system (http://hal.teiemt.gr/index.php/agronb) is a dynamic research group
in the cutting edge of NB technology. AgroNB generator produce a long stability NB of 150 nm
diameter and concentration of 5.000.000 NB/ml. AgroNBs demonstrate an extended lifetime
compared to larger size bubbles. The last few years, AgroNBs have drawn great attention due to their
special properties. AgroNBs remain stable for extended periods of time and still exist even after
several months (~ 1 year) [12].</p>
      <p>The measured data were statistically analyzed for treatment mean differences, using the student’s
t test, since data were normally distributed and any outlier values were excluded. The statistical
software JMP v 18 was used (www/jmp.com).</p>
    </sec>
    <sec id="sec-3">
      <title>3. Results and Discussion</title>
      <p>The results for each plant species and varieties varied and are shown in Table 1. A combination
of the two technologies was the best treatment used for the fresh green biomass weight of lettuce
varieties and demonstrate statistically significant difference from the regular tap water treatment,
while the endive did not show any significant increase. In Table 2, the combination of NB and
MAXGROW produced the maximum increase in Batavia lettuce in the measurement of fresh green
root weight have the maximum measurement and demonstrate statistically significant difference
with the regular tap water treatment. The results in root weight and in root length (Table 3) reflected
the same trend shown in the previous fresh weight for each plant species. Also, other agronomic
properties measured, such as NDVI (Normalized Difference Vegetation Index (Table 4), Relative Leaf
Chlorophyll Level (SPAD units - Table 5) and Chlorophyll fluorescence emission (PSII) (Table 6),
confirmed the trend shown in fresh weight of lettuces. All results supported the superior treatment
and increase caused by the combination of the two devices and by each one alone as well, as
compared to Control treatments.
Fresh green biomass average and ± standard</p>
      <p>deviation weight (g/plant) *</p>
      <p>Main treatment Endive COS Lettuce Batavia Lettuce
Control - tap water (E.C. &lt;1 dS/m) 5,69 ± 0,78 a 8,87 ± 2,72 bc 8,74 ± 3,62 b</p>
      <p>Tap water (E.C. 10 dS/m) + NB 5,16 ± 1,38 a 12,19 ± 3,75 a 8,36 ± 0,99 b
Tap water (E.C. 10 dS/m) + MAXGROW 5,49 ± 2,12 a 8,61 ± 1,25 c 8,52 ± 1,35 b
Tap water (E.C. 10 dS/m) + MAXGROW + NB 5,68 ± 1,44 a 11,50 ± 4,24 ab 10,43 ± 1,39 a
*Means with the same letter are not significantly different at the level of significance of 5% (p&lt;0.05) of overall
comparisons</p>
      <p>Size (nm)
Tap Water (E.C. Tap Water + NB Tap Water + Tap Water + NB
&lt;1 dS/m) (E.C. 10 dS/m) MAXGROW (E.C. + MAXGROW
10 dS/m) (E.C. 10 dS/m)</p>
      <p>Tap Water Tap Water + Tap Water + Tap Water +
(E.C. &lt;1 NB (E.C. 10 MAXGROW NB +
dS/m) dS/m) (E.C. 10 MAXGROW
dS/m) (E.C. 10
dS/m)</p>
      <p>The optimum size of NBs (~200 nm) was measured (Figure 2) at the third section where we have
water/nutrient solution (E.C.i = 10 dS/m) treatment with MAXGROW (285 nm). The maximum
concertation 2170 (107) particles of Nanobubbles/ml (Figure 3), we founded in the combination of NB
and MAXGROW, where we found the best results in agronomic traits.</p>
      <p>A very unique result was that the MAXGROW device used (Generation 6) was in additional
effective to produce NB and increase the concentration significantly by itself at this very high-water
salinity (ECi 10 dS/m). The two innovative and inexpensive technologies (NB and MAXGROW) could
provide very promise, sustainable and low-cost system to mitigate high salinity irrigation problems
in floating dick hydroponic system. Additional research is carried on and years studies have to
further validate the results presented herein.</p>
    </sec>
    <sec id="sec-4">
      <title>4. Conclusions and Recommendations</title>
      <p>This study demonstrated the advantage of the two-device used in very high salinity water, in
floating systems with leafy vegetable production. Each device resulted in sustainable production
levels while the combination of both produced significant higher yields. The three vegetables species
used showed variable responses in the treatments, however, the overall trends in all measured
properties confirmed the superiority of the combination system of the two devices. Therefore, the
use of each device alone and mostly in combination, is highly recommended for sustainable grow of
the tested vegetables under hydroponic floating disk systems. This study is currently continued with
evaluation of more vegetable species and in different growing seasons, to further evaluate the
potential of the innovative systems used.</p>
    </sec>
    <sec id="sec-5">
      <title>Acknowledgements</title>
      <p>The authors express their sincere gratitude to three companies provided the electronic water
treatment system (MAXGROW: https://MAXGROW.tech/), the generator of Agro-nanobubbles (NB)
(Hephaestus Lab, Department of Chemistry, Democritus University of Thrace :
https://chem.duth.gr/index.php/en/) and nurseries of Sporofyta Vasilikon :
https://sporofytavasilikon.gr/ in Greece.</p>
    </sec>
    <sec id="sec-6">
      <title>Declaration on Generative AI</title>
      <p>The author(s) have not employed any Generative AI tools.</p>
    </sec>
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