<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.3 20210610//EN" "JATS-journalpublishing1-3-mathml3.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:ali="http://www.niso.org/schemas/ali/1.0/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="research-article" dtd-version="1.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Plant Sci.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Plant Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Plant Sci.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1664-462X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpls.2026.1781728</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Red and blue laser light drives photosynthesis through dynamic changes of stomatal aperture</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Yoshi</surname><given-names>Koichi</given-names></name>
<xref ref-type="corresp" rid="c001"><sup>*</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/3104671/overview"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="methodology" vocab-term-identifier="https://credit.niso.org/contributor-roles/methodology/">Methodology</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="conceptualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="software" vocab-term-identifier="https://credit.niso.org/contributor-roles/software/">Software</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="investigation" vocab-term-identifier="https://credit.niso.org/contributor-roles/investigation/">Investigation</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Data curation" vocab-term-identifier="https://credit.niso.org/contributor-roles/data-curation/">Data curation</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="visualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/visualization/">Visualization</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Formal analysis" vocab-term-identifier="https://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
</contrib>
<contrib contrib-type="author">
<name><surname>Takahashi</surname><given-names>Masaaki</given-names></name>
<uri xlink:href="https://loop.frontiersin.org/people/2874140/overview"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="validation" vocab-term-identifier="https://credit.niso.org/contributor-roles/validation/">Validation</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Project-administration" vocab-term-identifier="https://credit.niso.org/contributor-roles/project-administration/">Project administration</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="conceptualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="investigation" vocab-term-identifier="https://credit.niso.org/contributor-roles/investigation/">Investigation</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Funding acquisition" vocab-term-identifier="https://credit.niso.org/contributor-roles/funding-acquisition/">Funding acquisition</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="supervision" vocab-term-identifier="https://credit.niso.org/contributor-roles/supervision/">Supervision</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &amp; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &amp; editing</role>
</contrib>
<contrib contrib-type="author">
<name><surname>Negishi</surname><given-names>Michiya</given-names></name>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="supervision" vocab-term-identifier="https://credit.niso.org/contributor-roles/supervision/">Supervision</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="conceptualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &amp; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &amp; editing</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="investigation" vocab-term-identifier="https://credit.niso.org/contributor-roles/investigation/">Investigation</role>
</contrib>
</contrib-group>
<aff id="aff1"><institution>Research Center for Agricultural Robotics, National Agricultural and Food Research Organization (NARO)</institution>, <city>Tsukuba</city>, <state>Ibaraki</state>,&#xa0;<country country="jp">Japan</country></aff>
<author-notes>
<corresp id="c001"><label>*</label>Correspondence: Koichi Yoshi, <email xlink:href="mailto:yoshi.koichi045@naro.go.jp">yoshi.koichi045@naro.go.jp</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-03-03">
<day>03</day>
<month>03</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>17</volume>
<elocation-id>1781728</elocation-id>
<history>
<date date-type="received">
<day>06</day>
<month>01</month>
<year>2026</year>
</date>
<date date-type="accepted">
<day>09</day>
<month>02</month>
<year>2026</year>
</date>
<date date-type="rev-recd">
<day>06</day>
<month>02</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2026 Yoshi, Takahashi and Negishi.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Yoshi, Takahashi and Negishi</copyright-holder>
<license>
<ali:license_ref start_date="2026-03-03">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</license-p>
</license>
</permissions>
<abstract>
<p>Amid the growing global demand for sustainable crop production, plant factories with artificial lighting (PFALs) have gained attention as the systems provide stable, optimal growth environments for crops, and are largely unaffected by climate change. However, a limitation of widely used light-emitting diodes (LEDs) in PFALs is their decreased energy conversion efficiency at high output levels, prompting the search for more efficient light sources. This study focused on laser diodes (LDs), which has shown superior energy conversion efficiency, as an alternative. We developed an LD lighting system capable of mixing red and blue light at arbitrary ratios and mounted it onto a commercial gas-exchange measurement system. Using this system, photosynthetic parameters in rice were obtained under conditions of red light alone and as well as combined red and blue light illumination. Under red LD illumination alone, steady-state CO<sub>2</sub> assimilation rate, stomatal conductance, and transpiration rate in rice were significantly higher than those under red LED illumination, whereas intrinsic water-use efficiency decreased due to a relatively greater increase in stomatal conductance. Notably, stomatal conductance and transpiration rate exhibited pronounced temporal oscillations with a period of approximately 900 s, which closely corresponded to oscillations in stomatal aperture confirmed by microscopic observations. Under combined red and blue LD illumination, steady-state photosynthetic parameters did not differ significantly from those under LED illumination; however, the dominant oscillatory frequency observed under red LD alone was not detected, and some photosynthetic capacity parameters tended to decline. Furthermore, CO<sub>2</sub> response analyses revealed that, despite lower CO<sub>2</sub> assimilation, stomatal conductance responded more strongly to changes in intercellular CO<sub>2</sub> concentration under combined red and blue LD illumination. Taken together, these results demonstrate that LD lighting, particularly red LD, enhances stomatal dynamics and induces characteristic oscillatory behavior compared with LED lighting. While red LD appears to be a promising cultivation light source for PFALs capable of maintaining high photosynthetic activity, the physiological impacts associated with blue LD, including potential reductions in photosynthetic capacity, require further study to optimize blue-light proportions for rice cultivation.</p>
</abstract>
<kwd-group>
<kwd>controlled environment agriculture</kwd>
<kwd>laser diodes (LDs)</kwd>
<kwd>photosynthetic induction</kwd>
<kwd>plant factories with artificial light (PFALs)</kwd>
<kwd>stomatal conductance</kwd>
<kwd>ultradian oscillations</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. This work was supported by the BRIDGE (programs for Bridging the gap between R&amp;d and the IDeal society (society 5.0) and Generating Economic and social value), funded by the Cabinet Office of Japan (R5-37).</funding-statement>
</funding-group>
<counts>
<fig-count count="8"/>
<table-count count="1"/>
<equation-count count="4"/>
<ref-count count="52"/>
<page-count count="13"/>
<word-count count="6978"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Plant Physiology</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Since the 1950s, the frequency and intensity of extreme temperature events, including heatwaves,as well as droughts and floods, have increased because of human-induced greenhouse gas emissions (<xref ref-type="bibr" rid="B26">Masson-Delmotte et al., 2021</xref>; <xref ref-type="bibr" rid="B14">Furtak and Woli&#x144;ska, 2023</xref>). These increasing climate changes highlight the need for agricultural systems that can maintain stable production under variable and unpredictable environmental conditions. Climate-resilient agricultural technologies that enable stable crop production under changing environmental conditions include Controlled&#x2010;Environment Agriculture (CEA), which allows crop cultivation under controlled environmental conditions, such as temperature, humidity, CO<sub>2</sub> concentration, lighting and irrigation (<xref ref-type="bibr" rid="B37">Sagheer et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B7">Chen et&#xa0;al., 2025</xref>). CEA encompasses plant factories with artificial lighting (PFALs) that enable advanced environmental control and are designed for highly efficient commercial production under artificial light (<xref ref-type="bibr" rid="B21">Kozai, 2013</xref>). The PFALs can deliver up to 10 times the yield per unit area of greenhouse cultivation, and over 100 times in open field farming (<xref ref-type="bibr" rid="B3">Benke and Tomkins, 2017</xref>; <xref ref-type="bibr" rid="B22">Kozai, 2018</xref>). However, the initial cost per unit area in PFALs can be up to 10 times that of greenhouses and 100 times that of open-field cultivation (<xref ref-type="bibr" rid="B22">Kozai, 2018</xref>), and operating costs per unit area can reach up to 11 times those of greenhouses (<xref ref-type="bibr" rid="B15">Harbick and Albright, 2016</xref>). Within PFALs operating costs, lighting represents the largest share, accounting for approximately 43% to 80% of total running costs (<xref ref-type="bibr" rid="B32">Ohyama et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B21">Kozai, 2013</xref>; <xref ref-type="bibr" rid="B15">Harbick and Albright, 2016</xref>).</p>
<p>LED lighting, which currently dominates lighting systems in PFALs, offer superior luminaire efficiency compared to conventional technologies such as metal halide (MH) lamps, high pressure sodium (HPS) lamps and fluorescent lamps. Under simulated greenhouse conditions providing a photosynthetic photon flux density (PPFD) of 300 &#xb5;mol m<sup>&#x2212;2</sup> s<sup>&#x2212;1</sup>, when compared with 1000 W HPS and MH lamps, eight of the ten LED lightings tested exhibited higher luminaire efficacy than the HPS lamp, and all ten outperformed the MH lamp (<xref ref-type="bibr" rid="B35">Radetsky, 2018</xref>). In lettuce cultivation experiments at PPFDs of 270 and 570 &#xb5;mol m<sup>&#x2212;2</sup> s<sup>&#x2212;1</sup>, red&#x2013;blue LED lighting was shown to achieve equivalent yields to fluorescent lamps while using only half the incident energy (<xref ref-type="bibr" rid="B6">Cammarisano et&#xa0;al., 2021</xref>). However, although LED exhibits high power&#x2010;conversion efficiency (PCE) at low output levels, its PCE is known to decline sharply with increasing current density, called &#x201c;efficiency droop&#x201d; (<xref ref-type="bibr" rid="B45">Wierer et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B46">Wierer and Tsao, 2015</xref>), requiring the development of alternative light sources better suited to PFALs that demands high PPFD per unit area.</p>
<p>Laser diodes (LDs) are light sources with strong directionality, coherence and monochromaticity, capable of delivering high-intensity irradiation over narrow areas (<xref ref-type="bibr" rid="B13">Ferraz et&#xa0;al., 2007</xref>). Unlike LEDs, LDs did not suffer from efficiency droop at elevated current densities (<xref ref-type="bibr" rid="B24">Liu et&#xa0;al., 2023</xref>), making them promising candidates for cultivation lighting in PFALs. In fact, some reports suggested that LDs have advantages in aspect of plant growth. For early growth promotion, laser irradiation for 20 days has been shown to increase yield by over 10% in rice seedlings compared with natural light alone (<xref ref-type="bibr" rid="B31">Minglai et&#xa0;al., 2024</xref>). As supplemental lighting for vegetable cultivation, LDs have been found to enhance photosynthesis compared with white LED lighting in sweet pepper leaves (<xref ref-type="bibr" rid="B17">Hu et&#xa0;al., 2007</xref>), further highlighting the potential of LDs for indoor horticultural applications. Both red and blue wavelengths are efficient in photosynthesis, as shown by the action spectrum of CO<sub>2</sub> assimilation, which displays broad maxima in the red and blue wavelength regions (<xref ref-type="bibr" rid="B29">McCree, 1971</xref>). However, most LD&#x2010;based cultivation systems rely exclusively on not blue LD illumination but red LD illumination (<xref ref-type="bibr" rid="B47">Yamazaki et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B17">Hu et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B23">Li et&#xa0;al., 2025</xref>), and the effects of LD lighting on the induction kinetics of photosynthesis remain poorly understood.</p>
<p>In this study, we constructed an LD lighting system capable of mixing red and blue LDs at arbitrary ratios and precisely evaluated the effects of red and blue LD illumination on photosynthetic induction in rice.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Plant samples and growing methods</title>
<p>In this study, 4-week-old rice plants (Oryza sativa cv. Koshihikari) were used because laser irradiation has been reported to alleviate salt stress in rice (<xref ref-type="bibr" rid="B8">Cheng et&#xa0;al., 2025</xref>), implying a potentially high physiological sensitivity to laser light. The seeds were first sterilized completely in 70% ethanol for 30 s, followed by an additional sterilization step with 50% sodium hypochlorite for 30 min. After sterilization, the seeds were rinsed eight times with distilled water to remove residual sterilizing agents. The sterilized seeds were then placed on filter paper moistened with distilled water in 9-cm Petri dishes. The dishes were kept in an incubator (FCI-280, AS ONE Co., Tokyo, Japan) in complete darkness at 30&#xb0;C for three days to promote germination. On the fourth day, LED illumination was initiated at a light intensity of 100 &#x3bc;mol m<sup>&#x2212;2</sup> s<sup>&#x2212;1</sup> and maintained for two days. Subsequently, individual seedlings were transplanted into urethane blocks (2.2 cm &#xd7; 2.2 cm &#xd7; 2.5 cm) at a density of 20 seedlings per 100 cm&#xb2;. The urethane blocks were soaked in hydroponic nutrient solution (Otsuka-A &amp; B, Inochio Holdings Inc., Aichi, Japan) to prevent desiccation, and the seedlings were cultivated in a growth chamber (NK Systems, Nippon Medical &amp; Chemical Instruments Co., Ltd., Osaka, Japan) until the fourth week after sowing. The growth chamber, equipped with cool-white fluorescent lamps providing broad-spectrum white light, was maintained at 70% relative humidity (RH) with a photosynthetically active photon flux density (PPFD) of 300 &#xb5;mol m<sup>&#x2212;2</sup> s<sup>&#x2212;1</sup>, a CO<sub>2</sub> concentration of 400 &#xb5;mol mol<sup>&#x2212;1</sup> and 26&#xb0;C in a 14 h light period. The nutrient solution (EC 1.2 dS m<sup>&#x2212;1</sup>) was replaced once a week.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>New LD light source</title>
<p>To investigate the effects of LDs and LEDs on photosynthesis, we introduced a novel LD-based light source (ALT-9H59, ALT Inc., Tokyo, Japan). This unit is designed to be interchangeable with the standard LED light module supplied with the LI-6800P gas-exchange system (LI-COR, Lincoln, NE, USA) and can be mounted onto the chamber head, enabling uniform illumination over a 1 cm &#xd7; 3 cm leaf area (<xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1</bold></xref>). The light source consists of two LD modules: a red LD with a peak wavelength at 660 nm and a blue LD with a peak at 452 nm. These two light sources can be combined at every ratio to achieve desired spectral compositions. While LDs inherently emit highly directional light, the light emitted from this device is diffused by an optical expander to ensure even illumination across the leaf surface; however, the angle between the optical axis and the outermost edge of the irradiated leaf area is limited to approximately 8&#xb0;.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>The overview of the equipment used in this study. To investigate whether the type of light source affects leaf-level photosynthetic parameters and plant growth parameters, a LD illumination system was constructed. The CO<sub>2</sub> gas analyzer is typically equipped with red and blue LED light sources. However, in our experiment, a custom LD light source with blue and red light was designed to be attachable to the CO<sub>2</sub> gas analyzer.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-17-1781728-g001.tif">
<alt-text content-type="machine-generated">Diagram illustrating a setup using red and blue LED lights directed toward a leaf sample, with light expanded and redirected by mirrors, and the resulting gas analyzed by a CO2 gas analyzer.</alt-text>
</graphic></fig>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Wavelength measurement of light sources</title>
<p>The spectral characteristics of each light source were measured using a spectrometer (Ocean SR4, Ocean Optics, CA, USA). Spectral data were collected at 1 nm intervals across the 350&#x2013;800 nm range while each light source was turned on. Subsequently, background noise was measured with the light source turned off. Spectral intensities were expressed as relative values by normalizing to the peak intensity (set to 1). For each light source, the full width at half maximum (FWHM) was calculated as a measure of peak sharpness, defined as the wavelength interval between the two points on either side of the peak at which the spectral intensity equals half of the maximum.</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Gas exchange measurement</title>
<p>Rice plants were dark adapted overnight prior to measurement. Fully expanded third or fourth leaves from 4-week-old seedlings were enclosed in the gas exchange chamber of the measurement system. Only the enclosed leaf area inside the gas-exchange chamber was illuminated during measurements, while the rest of the plant remained under dark conditions. As the actinic light source, either the newly developed LD light described in the previous section or a commercially available LED light (LI-6800-02P, LI-COR, Lincoln, NE, USA) was used under two light colors, 100% red light (&#x201c;R<sub>100</sub>&#x201d;) or 80% red and 20% blue light (&#x201c;R<sub>80</sub>B<sub>20</sub>&#x201d;).</p>
<p>To investigate the effects of different light sources on photosynthetic induction, time-course responses of photosynthetic parameters were measured. The chamber was maintained at a temperature of 25&#xb0;C, a RH of 70%, and a PPFD of 950 &#xb5;mol m<sup>&#x2212;2</sup> s<sup>&#x2212;1</sup>, respectively, and data were collected at 60 s intervals for 60 min under R100 or R80B20 conditions. The measured photosynthetic parameters included CO<sub>2</sub> assimilation rate (<italic>A</italic>, &#xb5;mol m<sup>&#x2212;2</sup> s<sup>&#x2212;1</sup>), transpiration rate (<italic>E</italic>, mmol m<sup>&#x2212;2</sup> s<sup>&#x2212;1</sup>), stomatal conductance (<italic>g</italic><sub>s</sub>, mmol m<sup>&#x2212;2</sup> s<sup>&#x2212;1</sup>). The intrinsic water-use efficiency (iWUE) was calculated using <italic>A</italic> and <italic>g</italic><sub>s</sub> as shown in <xref ref-type="disp-formula" rid="eq1"><bold>Equation 1</bold></xref>:</p>
<disp-formula id="eq1"><label>(1)</label>
<mml:math display="block" id="M1"><mml:mrow><mml:mstyle mathvariant="normal" mathsize="normal"><mml:mi>i</mml:mi><mml:mi>W</mml:mi><mml:mi>U</mml:mi><mml:mi>E</mml:mi></mml:mstyle><mml:mo>=</mml:mo><mml:mo>&#xa0;</mml:mo><mml:mfrac><mml:mi>A</mml:mi><mml:mrow><mml:msub><mml:mi>g</mml:mi><mml:mi>s</mml:mi></mml:msub></mml:mrow></mml:mfrac></mml:mrow></mml:math>
</disp-formula>
<p>For the photosynthetic induction curves, the final three data points were taken as representative of the steady-state photosynthetic parameters. Each treatment was replicated at least 4 times using independently grown plants, with one fully expanded leaf measured per plant.</p>
<p>To assess the periodicity of the photosynthetic induction curve, its frequency components were extracted using fast Fourier transform (FFT). The time series of photosynthetic parameters during the induction phase were multiplied by a Hanning window and then subjected directly to FFT in R software (<ext-link ext-link-type="uri" xlink:href="http://www.r-project.org/">http://www.r-project.org/</ext-link>) using the built&#x2212;in FFT function. Power spectral density was computed over the frequency band from 0.0003 Hz (the lower limit set by the total observation duration) to 0.006 Hz, and dominant frequencies were identified as peaks.</p>
<p>To obtain the <italic>A-C</italic><sub>i</sub> (intercellular CO<sub>2</sub> concentration) curve and <italic>g</italic><sub>s</sub>-<italic>C</italic><sub>i</sub> curve, the <italic>C</italic><sub>a</sub> (ambient CO<sub>2</sub> concentration) in the gas chamber was sequentially changed to 0, 50, 100, 200, 400, 600, 800, 1000, and 1500 &#xb5;mol mol<sup>&#x2212;1</sup>, and <italic>A, g</italic><sub>s</sub> and <italic>C</italic><sub>i</sub> were measured at each <italic>C</italic><sub>a</sub> level. The chamber was maintained at a temperature of 25&#xb0;C, a RH of 70%, and a PPFD of 300 &#xb5;mol m<sup>&#x2212;2</sup> s<sup>&#x2212;1</sup>, respectively. Different PPFD levels were used depending on the experimental purpose: high irradiance (950 &#x3bc;mol m<sup>&#x2212;2</sup> s<sup>&#x2212;1</sup>) was applied for photosynthetic induction measurements to detect dynamic stomatal responses, whereas moderate irradiance (300 &#x3bc;mol m<sup>&#x2212;2</sup> s<sup>&#x2212;1</sup>) was used for <italic>A&#x2013;C</italic><sub>i</sub> and <italic>g</italic><sub>s</sub>&#x2013;<italic>C</italic><sub>i</sub> analyses to ensure stable parameter estimation under non-light-limiting conditions. <italic>V</italic>c<sub>max</sub>, the maximum rate of Rubisco carboxylation, and <italic>J</italic><sub>max</sub>, the maximum rate of electron transport supporting RuBP (ribulose-1,5-bisphosphate) regeneration, were estimated by fitting the <italic>A-C</italic><sub>i</sub> response curves to the Farquhar&#x2019;s model (<xref ref-type="bibr" rid="B12">Farquhar et&#xa0;al., 1980</xref>), using nonlinear least squares (nlsLM) in R software. The Farquhar model of photosynthesis can be formulated as shown in <xref ref-type="disp-formula" rid="eq2"><bold>Equation 2</bold></xref>:</p>
<disp-formula id="eq2"><label>(2)</label>
<mml:math display="block" id="M2"><mml:mrow><mml:mi>A</mml:mi><mml:mo>&#xa0;</mml:mo><mml:mo>=</mml:mo><mml:mo>&#xa0;</mml:mo><mml:mi>m</mml:mi><mml:mi>i</mml:mi><mml:mi>n</mml:mi><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:msub><mml:mi>A</mml:mi><mml:mi>c</mml:mi></mml:msub><mml:mo>,</mml:mo><mml:mo>&#xa0;</mml:mo><mml:msub><mml:mi>A</mml:mi><mml:mi>j</mml:mi></mml:msub></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:mo>&#x2212;</mml:mo><mml:mi>R</mml:mi><mml:mi>d</mml:mi></mml:mrow></mml:math>
</disp-formula>
<p>Where <italic>A</italic><sub>c</sub> is Rubisco-limited CO<sub>2</sub> assimilation rate, <italic>A</italic><sub>j</sub> is electron transport-limited CO<sub>2</sub> assimilation rate, and <italic>R</italic><sub>d</sub> is day respiration rate (&#x3bc;mol CO<sub>2</sub> m<sup>&#x2212;2</sup> s<sup>&#x2212;1</sup>). To ensure stable parameter estimation, <italic>R</italic><sub>d</sub> was fixed at 1 following earlier studies for C<sub>3</sub> plants (e.g., <xref ref-type="bibr" rid="B43">Von Caemmerer, 2000</xref>; <xref ref-type="bibr" rid="B48">Yamori et&#xa0;al., 2005</xref>). <italic>A</italic> is limited by the smaller of <italic>A</italic><sub>c</sub> or <italic>A</italic><sub>j</sub>, and these two limiting rates can be described in detail by <xref ref-type="disp-formula" rid="eq3"><bold>Equations 3</bold></xref> and <xref ref-type="disp-formula" rid="eq4"><bold>4</bold></xref>:</p>
<disp-formula id="eq3"><label>(3)</label>
<mml:math display="block" id="M3"><mml:mrow><mml:mi>A</mml:mi><mml:mi>c</mml:mi><mml:mo>&#xa0;</mml:mo><mml:mo>=</mml:mo><mml:mo>&#xa0;</mml:mo><mml:mo>&#xa0;</mml:mo><mml:mfrac><mml:mrow><mml:mrow><mml:mo stretchy="false">[</mml:mo><mml:mrow><mml:msub><mml:mi>V</mml:mi><mml:mrow><mml:mi>c</mml:mi><mml:mi>m</mml:mi><mml:mi>a</mml:mi><mml:mi>x</mml:mi></mml:mrow></mml:msub><mml:mo>&#xa0;</mml:mo><mml:mo>&#xd7;</mml:mo><mml:mo>&#xa0;</mml:mo><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:msub><mml:mi>C</mml:mi><mml:mi>i</mml:mi></mml:msub><mml:mo>&#xa0;</mml:mo><mml:mo>&#x2212;</mml:mo><mml:mo>&#xa0;</mml:mo><mml:msup><mml:mi>&#x393;</mml:mi><mml:mo>*</mml:mo></mml:msup></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mrow><mml:mo stretchy="false">]</mml:mo></mml:mrow></mml:mrow><mml:mrow><mml:mrow><mml:mo stretchy="false">[</mml:mo><mml:mrow><mml:msub><mml:mi>C</mml:mi><mml:mi>i</mml:mi></mml:msub><mml:mo>&#xa0;</mml:mo><mml:mo>+</mml:mo><mml:mo>&#xa0;</mml:mo><mml:msub><mml:mi>K</mml:mi><mml:mi>c</mml:mi></mml:msub><mml:mo>&#xa0;</mml:mo><mml:mo>&#xd7;</mml:mo><mml:mo>&#xa0;</mml:mo><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mn>1</mml:mn><mml:mo>&#xa0;</mml:mo><mml:mo>+</mml:mo><mml:mo>&#xa0;</mml:mo><mml:mfrac><mml:mi>O</mml:mi><mml:mrow><mml:msub><mml:mi>K</mml:mi><mml:mi>o</mml:mi></mml:msub></mml:mrow></mml:mfrac></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mrow><mml:mo stretchy="false">]</mml:mo></mml:mrow></mml:mrow></mml:mfrac></mml:mrow></mml:math>
</disp-formula>
<disp-formula id="eq4"><label>(4)</label>
<mml:math display="block" id="M4"><mml:mrow><mml:msub><mml:mi>A</mml:mi><mml:mi>j</mml:mi></mml:msub><mml:mo>&#xa0;</mml:mo><mml:mo>=</mml:mo><mml:mo>&#xa0;</mml:mo><mml:mfrac><mml:mrow><mml:mrow><mml:mo stretchy="false">[</mml:mo><mml:mrow><mml:msub><mml:mi>J</mml:mi><mml:mrow><mml:mi>m</mml:mi><mml:mi>a</mml:mi><mml:mi>x</mml:mi></mml:mrow></mml:msub><mml:mo>&#xa0;</mml:mo><mml:mo>&#xd7;</mml:mo><mml:mo>&#xa0;</mml:mo><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:msub><mml:mi>C</mml:mi><mml:mi>i</mml:mi></mml:msub><mml:mo>&#xa0;</mml:mo><mml:mo>&#x2212;</mml:mo><mml:mo>&#xa0;</mml:mo><mml:msup><mml:mi>&#x393;</mml:mi><mml:mo>&#x2217;</mml:mo></mml:msup></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mrow><mml:mo stretchy="false">]</mml:mo></mml:mrow></mml:mrow><mml:mrow><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mn>4.5</mml:mn><mml:mo>&#xa0;</mml:mo><mml:mo>&#xd7;</mml:mo><mml:mo>&#xa0;</mml:mo><mml:msub><mml:mi>C</mml:mi><mml:mi>i</mml:mi></mml:msub><mml:mo>&#xa0;</mml:mo><mml:mo>+</mml:mo><mml:mo>&#xa0;</mml:mo><mml:mn>10.5</mml:mn><mml:mo>&#xa0;</mml:mo><mml:mo>&#xd7;</mml:mo><mml:mo>&#xa0;</mml:mo><mml:msup><mml:mi>&#x393;</mml:mi><mml:mo>&#x2217;</mml:mo></mml:msup></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mrow></mml:mfrac></mml:mrow></mml:math>
</disp-formula>
<p>Where <italic>C</italic><sub>i</sub> is intercellular [CO<sub>2</sub>] (&#x3bc;mol mol<sup>&#x2212;1</sup>), <italic>&#x393;<sup>*</sup></italic> is CO<sub>2</sub> compensation point (&#x3bc;mol mol<sup>&#x2212;1</sup>), K<sub>c</sub> and K<sub>o</sub> are Michaelis-Menten constants for CO<sub>2</sub> and O<sub>2</sub>, and <italic>O</italic> is ambient O<sub>2</sub> concentration (mmol mol<sup>&#x2212;1</sup>). Temperature-dependent parameters in the Farquhar model, including <italic>&#x393;<sup>*</sup></italic>, K<sub>c</sub>, and K<sub>o</sub>, were adjusted according to exponential temperature response functions based on activation energies (<xref ref-type="bibr" rid="B4">Bernacchi et&#xa0;al., 2001</xref>). <italic>O</italic> was assumed to be 210 mmol mol<sup>&#x2212;1</sup>. In the <italic>g</italic><sub>s</sub>&#x2013;<italic>C</italic><sub>i</sub> curve, the intercellular CO<sub>2</sub> concentration at which stomatal conductance reached its maximum (<italic>g</italic><sub>s</sub><sup>*</sup>) was defined as <italic>C</italic><sub>i</sub><sup>*</sup>. The regions preceding and following <italic>C</italic><sub>i</sub><sup>*</sup> were designated as the low-<italic>C</italic><sub>i</sub> and high-<italic>C</italic><sub>i</sub> regions, respectively. Within each region, linear regressions were performed using up to four data points, and the slopes of the regression lines were used as indices of changes in stomatal conductance.</p>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>Measurement of stomatal aperture</title>
<p>During the photosynthetic induction experiment described in the previous section, a rice leaf was removed from the gas-exchange cuvette during one of the following time points after the onset of the lighting: 0, 900, 1200, 1800, or 2400 s. Immediately after removal, cyanoacrylate adhesive (Aron Alpha, Toagosei Co., Ltd., Tokyo, Japan) was applied to the abaxial side of the leaf at the irradiated region and left to dry. Once dried, the adhesive film was peeled off to obtain stomatal footprints representing the shape and aperture of stomata. The footprints were observed under a light microscope (CH-40, Olympus Corp., Tokyo, Japan), and at least 200 stomata per sample were visually classified into three categories based on the degree of stomatal opening: closed, partially open, or open (<xref ref-type="bibr" rid="B40">Toda et&#xa0;al., 2018</xref>). The relative frequency of each category was then calculated.</p>
</sec>
<sec id="s2_6">
<label>2.6</label>
<title>Statistical analysis</title>
<p>In this study, statistics were analyzed in R software. Data were analyzed by two-way ANOVA followed by the Tukey&#x2019;s HSD test (P&lt; 0.05) for comparing between light sources and light color.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Wavelength characteristics of each light source</title>
<p>The wavelengths of red and blue LD and LED light sources were measured (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2</bold></xref>). The emission spectrum of each light source was characterized by its peak wavelength and full width at half maximum (FWHM), which indicates the spectral bandwidth corresponding to half of the maximum intensity. The results showed that the peak wavelength of blue light was 452 nm for the LD and 454 nm for the LED. Similarly, the red LD and LED exhibited peak wavelengths of 660 nm and 661 nm, respectively. Thus, for both blue and red light, the peak wavelengths were nearly identical regardless of the light source. When the spectral width was defined as FWHM, the blue LD had a FWHM of 2.17 nm and the red LD 1.80 nm, whereas the blue and red LEDs exhibited much broader FWHM of 17.1 nm and 13.6 nm, respectively (<xref ref-type="table" rid="T1"><bold>Table&#xa0;1</bold></xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Emitted wavelength by LDs or LEDs. The wavelength spectra for individual irradiation by red and blue LDs and LEDs light are shown. Signal intensity at each wavelength in each spectrum is expressed as a normalized relative value so that the peak intensity is one.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-17-1781728-g002.tif">
<alt-text content-type="machine-generated">Graph comparing relative intensity versus wavelength for red and blue light sources. Red LED and LD lines peak near seven hundred nanometers, while blue LED and LD lines peak near four hundred fifty nanometers.</alt-text>
</graphic></fig>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Full width at half maximum for each light source.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="2" align="left">Light color</th>
<th valign="middle" colspan="2" align="left">FWHM<sup>1</sup></th>
</tr>
<tr>
<th valign="middle" align="left">LD (nm)</th>
<th valign="middle" align="left">LED (nm)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">Blue</td>
<td valign="middle" align="left">2.17</td>
<td valign="middle" align="left">17.1</td>
</tr>
<tr>
<td valign="middle" align="left">Red</td>
<td valign="middle" align="left">1.80</td>
<td valign="middle" align="left">13.6</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>FWHM<sup>1</sup> stands for &#x2018;full width at half maximum&#x2019; and refers to the width between the two wavelengths on either side of the peak at which the intensity equals half of the maximum.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Steady-state photosynthetic parameters under LDs and LEDs</title>
<p>In rice under R<sub>100</sub> LD, steady&#x2010;state net CO<sub>2</sub> assimilation rate (<italic>A</italic>) was significantly higher than under R<sub>100</sub> LED (<xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3A</bold></xref>), and stomatal conductance (<italic>g</italic><sub>s</sub>) and transpiration (<italic>E</italic>) rate were elevated (<xref ref-type="fig" rid="f3"><bold>Figures&#xa0;3B, C</bold></xref>). Because the relative increase in stomatal conductance exceeded that of net CO<sub>2</sub> assimilation rate, intrinsic water&#x2010;use efficiency (iWUE) was reduced under R<sub>100</sub> LD (<xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3D</bold></xref>). By contrast, when rice was illuminated with R<sub>80</sub>B<sub>20</sub> LD versus LED, there were no significant differences in <italic>A</italic>, <italic>g</italic><sub>s</sub>, <italic>E</italic>, or iWUE (<xref ref-type="fig" rid="f3"><bold>Figures&#xa0;3A&#x2013;D</bold></xref>). Comparison of absolute values across all treatments revealed that <italic>A</italic> under R<sub>80</sub>B<sub>20</sub> LD and LED, and R<sub>100</sub> LD did not differ and were uniformly higher than under R<sub>100</sub> LED, which exhibited the lowest <italic>A</italic> (<xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3A</bold></xref>). Likewise, <italic>g</italic><sub>s</sub> and <italic>E</italic> were highest and equivalent under R<sub>80</sub>B<sub>20</sub> LD and LED, intermediate under R<sub>100</sub> LD, and lowest under R<sub>100</sub> LED (<xref ref-type="fig" rid="f3"><bold>Figures&#xa0;3B, C</bold></xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Comparison of steady&#x2212;state photosynthetic parameters under different light sources and light color. For each photosynthetic parameter, the final three measurements of its time&#x2212;response curve were defined as steady&#x2212;state values, yielding 12 data points per each treatment across four experimental replicates (n = 12). Each panel shows <bold>(A)</bold> CO<sub>2</sub> assimilation rate, <bold>(B)</bold> stomatal conductance, <bold>(C)</bold> transpiration rate and <bold>(D)</bold> intrinsic water use efficiency at 400 &#xb5;mol mol<sup>&#x2013;1</sup> CO<sub>2</sub>. R<sub>100</sub> denotes irradiation with red light only, whereas &#x201c;R<sub>80</sub>B<sub>20</sub>&#x201d; denotes simultaneous irradiation with red and blue light at an 80:20 ratio. For each photosynthetic parameter, multiple comparisons among treatments following two-way ANOVA were conducted using the Tukey HSD, and statistically significant differences were indicated (<italic>P</italic> &lt; 0.05). Light color significantly affected all photosynthetic parameters (<italic>P</italic> &lt; 0.01), while significant interactions between light source and light color were observed for all parameters (<italic>A</italic>: <italic>P</italic> = 0.012; <italic>g</italic><sub>s</sub>: <italic>P</italic> = 0.017; <italic>E</italic>: <italic>P</italic> &lt; 0.01; iWUE: <italic>P</italic> &lt; 0.001). The main effect of light source was significant only for transpiration rate (<italic>P</italic> &lt; 0.001) and intrinsic water use efficiency (<italic>P</italic> &lt; 0.01).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-17-1781728-g003.tif">
<alt-text content-type="machine-generated">Four grouped box plots labeled A, B, C, and D compare LD and LED treatments under R100 and R80B20 conditions for gas exchange parameters A, gs, E, and iWUE. Significant differences are indicated by different lowercase letters above each box.</alt-text>
</graphic></fig>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Evaluation of periodicity in photosynthetic induction curves</title>
<p>Next, we compared the induction curves of each photosynthetic parameter. In rice under R<sub>100</sub> LD, periodic oscillations over time were observed most prominently in <italic>g</italic><sub>s</sub> and <italic>E</italic> compared with R<sub>100</sub> LED (<xref ref-type="fig" rid="f4"><bold>Figures&#xa0;4B, C</bold></xref>). <italic>A</italic> and iWUE, on the other hand, exhibited weaker or less distinct oscillatory tendencies compared with the stomatal parameters (<xref ref-type="fig" rid="f4"><bold>Figures&#xa0;4A, B</bold></xref>). To quantify these periodicities, we applied fast Fourier transform (FFT) to the induction curves and found that <italic>A</italic> and iWUE showed only minor differences in their frequency spectra between R<sub>100</sub> LD and R<sub>100</sub> LED (<xref ref-type="fig" rid="f4"><bold>Figures&#xa0;4E, H</bold></xref>), whereas <italic>g</italic><sub>s</sub> and <italic>E</italic> under R<sub>100</sub> LD exhibited a distinct frequency component at 1.12 &#xd7; 10<sup>&#x2212;3</sup> Hz (&#x2248; 900 s) that was not observed under R<sub>100</sub> LED (<xref ref-type="fig" rid="f4"><bold>Figures&#xa0;4F, G</bold></xref>).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Photosynthetic induction curves and their frequency spectrums under R<sub>100</sub> illumination. Induction curves of photosynthetic parameters in rice under R<sub>100</sub> illumination <bold>(A&#x2013;D)</bold>, and their corresponding frequency spectrums <bold>(E&#x2013;H)</bold> by using a fast Fourier transform (FFT). Each panel shows induction curves of <bold>(A)</bold> CO<sub>2</sub> assimilation rate, <bold>(B)</bold> stomatal conductance, <bold>(C)</bold> transpiration rate, and <bold>(D)</bold> intrinsic water use efficiency, frequency spectrums of <bold>(E)</bold> CO<sub>2</sub> assimilation rate, <bold>(F)</bold> stomatal conductance, <bold>(G)</bold> transpiration rate and <bold>(H)</bold> intrinsic water use efficiency. The first two points in <bold>(D)</bold> were excluded because they had negative values. The photosynthetic parameters were recorded every 60 s at an irradiance of 950 &#x3bc;mol photons m<sup>&#x2013;2</sup> s<sup>&#x2013;1</sup> until 3600 s and expressed as the mean &#xb1; standard error (n = 4). Dashed lines in <bold>(F, G)</bold> marked the frequency components specific to LDs relative to LEDs.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-17-1781728-g004.tif">
<alt-text content-type="machine-generated">Eight-panel figure showing physiological parameter comparisons between LD (orange) and LED (cyan) treatments in two series: A&#x2013;D display parameter changes over time (seconds) for A: assimilation rate, B: stomatal conductance, C: transpiration, and D: instantaneous water use efficiency; E&#x2013;H present corresponding amplitude spectra for A&#x2013;D as a function of frequency (Hz), with LD generally higher than LED across most measurements.</alt-text>
</graphic></fig>
<p>Under R<sub>80</sub>B<sub>20</sub> illumination, as in the R<sub>100</sub> condition, periodic oscillations in the induction curves of <italic>g</italic><sub>s</sub> and <italic>E</italic> were observed under LDs but not under LEDs (<xref ref-type="fig" rid="f5"><bold>Figures&#xa0;5B, C</bold></xref>). However, these oscillations appeared to have longer periods than those under R<sub>100</sub> LDs (<xref ref-type="fig" rid="f5"><bold>Figures&#xa0;5B, C</bold></xref>). In contrast, oscillatory behavior in <italic>A</italic> and iWUE was much less apparent than in <italic>g</italic><sub>s</sub> and <italic>E</italic> (<xref ref-type="fig" rid="f5"><bold>Figures&#xa0;5A, D</bold></xref>). To compare these responses with those under LEDs, we again performed FFT analysis. The FFT results showed no substantial differences in oscillation amplitude of <italic>A</italic>, <italic>g</italic><sub>s</sub>, or <italic>E</italic> between R<sub>80</sub>B<sub>20</sub> LD and LED treatments (<xref ref-type="fig" rid="f5"><bold>Figures&#xa0;5E&#x2013;G</bold></xref>), whereas the amplitude of iWUE was greater under R<sub>80</sub>B<sub>20</sub> LDs (<xref ref-type="fig" rid="f5"><bold>Figure&#xa0;5H</bold></xref>). Moreover, the frequency component around 900 s that was evident in <italic>g</italic><sub>s</sub> and <italic>E</italic> under R<sub>100</sub> LDs was absent under R<sub>80</sub>B<sub>20</sub> LD (<xref ref-type="fig" rid="f5"><bold>Figures&#xa0;5F, G</bold></xref>).</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Photosynthetic induction curves and their frequency spectrums under R<sub>80</sub>B<sub>20</sub> illumination. Induction curves of photosynthetic parameters in rice under R<sub>100</sub> illumination <bold>(A&#x2013;D)</bold>, and their corresponding frequency spectrums <bold>(E&#x2013;H)</bold> by using a fast Fourier transform (FFT). Each panel shows induction curves of <bold>(A)</bold> CO<sub>2</sub> assimilation rate, <bold>(B)</bold> stomatal conductance, <bold>(C)</bold> transpiration rate, and <bold>(D)</bold> intrinsic water use efficiency, frequency spectrums of <bold>(E)</bold> CO<sub>2</sub> assimilation rate, <bold>(F)</bold> stomatal conductance, <bold>(G)</bold> transpiration rate and <bold>(H)</bold> intrinsic water use efficiency. The first two points in <bold>(D)</bold> were excluded because they had negative values. The photosynthetic parameters were recorded every 60 s at an irradiance of 950 &#x3bc;mol photons m<sup>&#x2013;2</sup> s<sup>&#x2013;1</sup> until 3600 s and expressed as the mean &#xb1; standard error (n = 4).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-17-1781728-g005.tif">
<alt-text content-type="machine-generated">Eight-panel figure comparing physiological measures (A-D) and their corresponding frequency spectra (E-H) between LD and LED treatments using line plots with shaded error bands; LD is orange, LED is teal. Panels A-D plot time series for photosynthetic rate (A), stomatal conductance (B), transpiration (C), and intrinsic water use efficiency (D) over 3600 seconds, while panels E-H show amplitude versus frequency for each parameter with both treatments labeled in each legend.</alt-text>
</graphic></fig>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Visualization of stomatal aperture</title>
<p>Because <italic>g</italic><sub>s</sub> and <italic>E</italic> showed dynamic temporal fluctuations under R<sub>100</sub> LD (<xref ref-type="fig" rid="f4"><bold>Figures&#xa0;4B, C</bold></xref>), we used microscopy to visually examine stomatal morphology. Following a classification of <xref ref-type="bibr" rid="B40">Toda et&#xa0;al. (2018)</xref>, stomata were divided into three categories, &#x201c;Closed&#x201d;, &#x201c;Partially Open&#x201d;, and &#x201c;Open&#x201d; (<xref ref-type="fig" rid="f6"><bold>Figure&#xa0;6A</bold></xref>). We then tracked the relative proportion of each category over time in rice under R<sub>100</sub> LDs versus LEDs. Under R<sub>100</sub> LDs, the percentage of open stomata (&#x201c;Partially Open&#x201d; + &#x201c;Open&#x201d;) increased to 94.5% at 900 s and to 72.5% at 1800 s (<xref ref-type="fig" rid="f6"><bold>Figure&#xa0;6B</bold></xref>). By contrast, under R<sub>100</sub> LEDs the proportion of open stomata peaked at 76.5% at 900 s and then gradually declined to 50.0% by 3600 s (<xref ref-type="fig" rid="f6"><bold>Figure&#xa0;6B</bold></xref>). These shifts in open&#x2010;stomata ratio reflected the time courses of <italic>g</italic><sub>s</sub> and <italic>E</italic> observed under R<sub>100</sub> LDs and LEDs (<xref ref-type="fig" rid="f4"><bold>Figures&#xa0;4B, C</bold></xref>).</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>The stomatal aperture under LD and LED illumination. <bold>(A)</bold> Three optical microscope images showing the stomatal states (Closed, Partially Open, Open). Bar = 20 &#xb5;m. <bold>(B)</bold> Relative proportion of stomatal states over time for each light source (n &#x2267; 200).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-17-1781728-g006.tif">
<alt-text content-type="machine-generated">Panel A shows three microscope images of stomata labeled closed, partially open, and open, with black scale bars. Panel B is a stacked bar graph comparing the relative proportions of closed (pink), partially open (teal), and open (green) stomatal states at different time points under LD and LED conditions.</alt-text>
</graphic></fig>
</sec>
<sec id="s3_5">
<label>3.5</label>
<title>CO<sub>2</sub> response and photosynthetic capacity parameters under LD and LED</title>
<p>By varying ambient CO<sub>2</sub> (<italic>C</italic><sub>a</sub>) and measuring <italic>A</italic>, <italic>g</italic><sub>s</sub> and intercellular CO<sub>2</sub> concentration (<italic>C</italic><sub>i</sub>), we generated both <italic>A</italic>-<italic>C</italic><sub>i</sub> and <italic>g</italic><sub>s</sub>-<italic>C</italic><sub>i</sub> curves to probe stomatal dynamics under LD illumination. Under R<sub>100</sub> LDs versus LEDs, <italic>A</italic>-<italic>C</italic><sub>i</sub> responses did not differ significantly (<xref ref-type="fig" rid="f7"><bold>Figure&#xa0;7A</bold></xref>), whereas under R<sub>80</sub>B<sub>20</sub> LDs, <italic>A</italic> remained relatively lower as <italic>C</italic><sub>i</sub> increased compared with R<sub>80</sub>B<sub>20</sub> LEDs (<xref ref-type="fig" rid="f7"><bold>Figure&#xa0;7B</bold></xref>). To discover why CO<sub>2</sub> assimilation was depressed under R<sub>80</sub>B<sub>20</sub> LDs, we estimated photosynthetic capacity parameters, maximum carboxylation rate (<italic>V</italic>cmax) and maximum electron transport rate (<italic>J</italic>max) from the <italic>A</italic>-<italic>C</italic><sub>i</sub> curves by using Farquhar&#x2019;s model (<xref ref-type="bibr" rid="B12">Farquhar et&#xa0;al., 1980</xref>). <italic>V</italic>cmax values tended to cluster into higher (R<sub>100</sub> LDs and LEDs) and lower (R<sub>80</sub>B<sub>20</sub> LDs) groups, with statistical overlap leaving R<sub>80</sub>B<sub>20</sub> LEDs intermediate (<xref ref-type="fig" rid="f7"><bold>Figure&#xa0;7C</bold></xref>). In contrast, <italic>J</italic>max in rice grown under R<sub>80</sub>B<sub>20</sub> LD was comparable to that under the other light treatments (<xref ref-type="fig" rid="f7"><bold>Figure&#xa0;7D</bold></xref>).</p>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p><italic>A</italic>&#x2013;<italic>C</italic><sub>i</sub> curves and photosynthetic capacity parameters. The <italic>A</italic>&#x2013;<italic>C</italic><sub>i</sub> curves and the Farquhar-model-derived photosynthetic parameters under LED and LD illumination are shown. Each panel shows <bold>(A)</bold> <italic>A</italic>&#x2013;<italic>C</italic><sub>i</sub> curve under R<sub>100</sub>, and <bold>(B)</bold> under R<sub>80</sub>B<sub>20</sub>, <bold>(C)</bold> maximum carboxylation rate (<italic>V</italic>cmax) and <bold>(D)</bold> maximum electron transport rate (<italic>J</italic>max). The <italic>A</italic>&#x2013;<italic>C</italic><sub>i</sub> curves were measured at an irradiance of photons m<sup>&#x2013;2</sup> s<sup>&#x2013;1</sup> until 3600 s. R<sub>100</sub> denotes irradiation with red light only, whereas R<sub>80</sub>B<sub>20</sub> denotes simultaneous irradiation with red and blue light at an 80:20 ratio. Values are expressed as the mean &#xb1; standard error (n &#x2267; 4). For each photosynthetic capacity parameter, multiple comparisons among treatments following two-way ANOVA were conducted using the Tukey HSD, and statistically significant differences were indicated (<italic>P</italic> &lt; 0.05). Light color and its interaction with light source significantly affected <italic>V</italic>cmax (light color: <italic>P</italic> = 0.016; light color &#xd7; light source: <italic>P</italic> = 0.03), whereas only light source had a significant effect on <italic>J</italic>max (<italic>P</italic> = 0.02).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-17-1781728-g007.tif">
<alt-text content-type="machine-generated">Panel A is a line graph comparing photosynthetic rate (A) versus intercellular CO&#x2082; concentration (Ci) for LD and LED treatments, showing similar upward trends. Panel B is a similar graph but with consistently higher values for LED. Panel C is a bar chart of Vcmax values for LD and LED under two light qualities, showing statistical differences marked by letters. Panel D is a bar chart of Jmax for the same treatments, with similar values and no significant differences indicated.</alt-text>
</graphic></fig>
<p>By varying <italic>C</italic><sub>a</sub>, we obtained <italic>g</italic><sub>s</sub> corresponding to <italic>C</italic><sub>i</sub>. Under the R<sub>100</sub> condition, the maximum <italic>g</italic><sub>s</sub> (<italic>g</italic><sub>s</sub>*) did not differ between LD and LED treatments, but the <italic>C</italic><sub>i</sub> corresponding to <italic>g</italic><sub>s</sub>* (<italic>C</italic><sub>i</sub>*) was lower under LDs than LEDs (<xref ref-type="fig" rid="f8"><bold>Figure&#xa0;8A</bold></xref>). Under the R<sub>80</sub>B<sub>20</sub> condition, <italic>C</italic><sub>i</sub>* was also lower under LDs, and <italic>g</italic><sub>s</sub>* was greater under LDs than LEDs (<xref ref-type="fig" rid="f8"><bold>Figure&#xa0;8B</bold></xref>). To quantify stomatal responsiveness to CO<sub>2</sub>, linear regressions were performed before and after <italic>C</italic><sub>i</sub>*, and the regression slopes were extracted. In both the before <italic>C</italic><sub>i</sub>* and after <italic>C</italic><sub>i</sub>* regions, LD treatments exhibited significantly steeper slopes than LEDs treatments, with a particularly pronounced difference under the R<sub>80</sub>B<sub>20</sub> condition (<xref ref-type="fig" rid="f8"><bold>Figures&#xa0;8C, D</bold></xref>).</p>
<fig id="f8" position="float">
<label>Figure&#xa0;8</label>
<caption>
<p><italic>g</italic><sub>s</sub>&#x2013;<italic>C</italic><sub>i</sub> curves and their linear regression slopes. The <italic>g</italic><sub>s</sub>&#x2013;<italic>C</italic><sub>i</sub> curves and the linear regression slopes before and after the <italic>C</italic><sub>i</sub><sup>*</sup> peak under LED and LD illumination are shown. The <italic>C</italic><sub>i</sub> at which <italic>g</italic><sub>s</sub> reaches its maximum is denoted as <italic>C</italic><sub>i</sub><sup>*</sup>. Each panel shows <bold>(A)</bold> <italic>g</italic><sub>s</sub>&#x2013;<italic>C</italic><sub>i</sub> curve under R<sub>100</sub>, and <bold>(B)</bold> under R<sub>80</sub>B<sub>20</sub>, <bold>(C)</bold> regression slope before <italic>C</italic><sub>i</sub><sup>*</sup>, and <bold>(D)</bold> regression slope after <italic>C</italic><sub>i</sub><sup>*</sup>. R<sub>100</sub> denotes irradiation with red light only, whereas R<sub>80</sub>B<sub>20</sub> denotes simultaneous irradiation with red and blue light at an 80:20 ratio. Values are expressed as the mean &#xb1; standard error (n &#x2267; 4). For each regression slope, multiple comparisons among treatments following two-way ANOVA were conducted using the Tukey HSD, and statistically significant differences were indicated (<italic>P</italic> &lt; 0.05). The regression slopes both before and after <italic>C</italic>i<sup>*</sup> were significantly affected by light source (before <italic>C</italic>i<sup>*</sup>: <italic>P</italic> &lt; 0.01; after <italic>C</italic>i<sup>*</sup>: <italic>P</italic> = 0.012), whereas neither light color nor its interaction with light source had significant effects on either regression slope (<italic>P</italic> &#x2267; 0.098).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-17-1781728-g008.tif">
<alt-text content-type="machine-generated">Figure composed of four panels comparing LD and LED treatments: Panel A and B show line graphs of stomatal conductance (gi) versus intercellular CO&#x2082; (Ci) with LD as orange triangles and LED as teal circles, each with error bars. Panel C and D present bar charts of regression slopes for R&#x2081;&#x2080;&#x2080; and R&#x2088;&#x2080;B&#x2082;&#x2080;, displaying mean values with error bars, group letters, and two light treatments.</alt-text>
</graphic></fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<sec id="s4_1">
<label>4.1</label>
<title>Contribution of LDs to photosynthesis via red light-dependent stomatal response</title>
<p>In the present study, <italic>g</italic><sub>s</sub> and <italic>E</italic> of rice grown under R<sub>100</sub> LDs were higher than those under R<sub>100</sub> LEDs, but lower than those under R<sub>80</sub>B<sub>20</sub> in both LD and LED conditions (<xref ref-type="fig" rid="f3"><bold>Figures&#xa0;3B, C</bold></xref>). By contrast, <italic>A</italic> under R<sub>100</sub> LDs remained high and did not differ significantly from that under R<sub>80</sub>B<sub>20</sub> (<xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3A</bold></xref>). These findings suggest that stomatal opening in rice under R<sub>100</sub> LDs may be driven predominantly by a red light&#x2013;dependent mechanism.</p>
<p>Extensive LED-based studies have shown that supplementing red light with even a small proportion of blue light markedly enhances photosynthetic parameters such as <italic>A</italic> and <italic>g</italic><sub>s</sub> compared with monochromatic red light (<xref ref-type="bibr" rid="B16">Hogewoning et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B38">Savvides et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B44">Wang et&#xa0;al., 2016</xref>). For instance, <xref ref-type="bibr" rid="B38">Savvides et&#xa0;al. (2012)</xref> demonstrated that providing cucumber leaves with a mixture of red LED and 30% blue LED increased stomatal conductance to more than three times that under red light alone, accompanied by a rise in photosynthetic rate. Similarly, <xref ref-type="bibr" rid="B16">Hogewoning et&#xa0;al. (2010)</xref> reported that adding as little as 7% blue light to red illumination more than doubled the maximal photosynthetic rate relative to pure red light. These studies underpin the prevailing view that stomatal opening is primarily driven by blue light.</p>
<p>However, in our study, <italic>g</italic><sub>s</sub> under R<sub>100</sub> LDs exceeded that under R<sub>100</sub> LEDs (<xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3B</bold></xref>), and <italic>A</italic> under R<sub>100</sub> LDs was comparable to that under R<sub>80</sub>B<sub>20</sub> (<xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3A</bold></xref>). These observations indicate that stomatal opening in rice under R<sub>100</sub> LDs is likely mediated mainly by red light. Red light&#x2013;dependent photosynthesis in mesophyll or guard cells has been shown to trigger stomatal responses independently of blue-light signaling (<xref ref-type="bibr" rid="B2">Baroli et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B1">Ando and Kinoshita, 2018</xref>; <xref ref-type="bibr" rid="B5">Bernardo et&#xa0;al., 2023</xref>). Such mechanisms may have been activated more strongly under LD than LED illumination. The possibility that red LDs promotes stomatal opening has also been proposed previously (<xref ref-type="bibr" rid="B23">Li et&#xa0;al., 2025</xref>). Nevertheless, LDs differ from LEDs in several optical properties&#x2014;monochromaticity, coherence, and beam collimation among them&#x2014;and the physiological effects of such extremely narrowband illumination remain poorly understood and have not been systematically investigated, making it unclear which of these characteristics contribute to enhanced stomatal opening.</p>
</sec>
<sec id="s4_2">
<label>4.2</label>
<title>LD illumination stimulates biological oscillations</title>
<p>In this study, rice under R<sub>100</sub> LDs exhibited pronounced periodicity in <italic>g</italic><sub>s</sub> and <italic>E</italic> (<xref ref-type="fig" rid="f4"><bold>Figures&#xa0;4B, C, F, G</bold></xref>), although this periodicity was diminished in rice under R<sub>80</sub>B<sub>20</sub> (<xref ref-type="fig" rid="f5"><bold>Figures&#xa0;5B, C, F, G</bold></xref>). In contrast, under LED illumination, <italic>g</italic><sub>s</sub> and <italic>E</italic> increased once after the onset of measurement but subsequently declined, irrespective of whether blue light was present (<xref ref-type="fig" rid="f4"><bold>Figures&#xa0;4B, C</bold></xref>; <xref ref-type="fig" rid="f5"><bold>Figure&#xa0;5B, C</bold></xref>). Furthermore, the proportion of &#x201c;Partially Open&#x201d; and &#x201c;Open&#x201d; stomata in rice under R<sub>100</sub> LD and LED conditions (<xref ref-type="fig" rid="f6"><bold>Figure&#xa0;6B</bold></xref>) closely mirrored the rise-and-fall patterns observed in the induction curves of <italic>g</italic><sub>s</sub> and <italic>E</italic> (<xref ref-type="fig" rid="f4"><bold>Figures&#xa0;4B, C</bold></xref>; <xref ref-type="fig" rid="f5"><bold>5B, C</bold></xref>). Collectively, these observations indicate that red LDs promote rapid and periodic stomatal opening and closing in rice, whereas blue LDs appear to suppress stomatal dynamics.</p>
<p>Many physiological processes display oscillations on time scales ranging from 10 min to 24 h or longer, referred to as &#x201c;biological rhythms&#x201d; (<xref ref-type="bibr" rid="B28">McClung, 2006</xref>; <xref ref-type="bibr" rid="B9">Damineli et&#xa0;al., 2022</xref>). Stomatal movements are also strongly influenced by such rhythms: oscillations in stomatal conductance and transpiration rate with periods of tens of minutes, classically described as oscillatory stomatal behavior (<xref ref-type="bibr" rid="B11">Farquhar and Cowan, 1974</xref>) or transpiration oscillation (<xref ref-type="bibr" rid="B20">Johnsson et&#xa0;al., 1979</xref>), are sometimes referred to as &#x201c;ultradian rhythms&#x201d; in more recent studies (<xref ref-type="bibr" rid="B51">Zait et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B34">Peak et&#xa0;al., 2023</xref>). Our study indicated that stomatal oscillations during photosynthetic induction in rice were most pronounced under red LDs, whereas these oscillations were suppressed under blue LDs. Periodic Ca&#xb2;<sup>+</sup> oscillations in guard cells are considered a primary driver of stomatal ultradian rhythms, as they rhythmically regulate ion transporters such as H<sup>+</sup>-ATPases and K<sup>+</sup> channels (<xref ref-type="bibr" rid="B49">Yang et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B9">Damineli et&#xa0;al., 2022</xref>), giving rise to membrane-potential oscillations. These electrical oscillations interact with hydraulic cycles produced by transpiration-driven declines and subsequent recovery of leaf water potential (<xref ref-type="bibr" rid="B39">Steppe et&#xa0;al., 2006</xref>), together generating the characteristic periodic opening and closing of stomata. We confirmed that applying Ca&#xb2;<sup>+</sup> to the leaf surface of lettuce enhanced stomatal conductance and transpiration rate under red LD illumination compared with plants without Ca&#xb2;<sup>+</sup> application (data not shown). Collectively, these results suggest that red LDs may modulate the amplitude and persistence of stomatal oscillations during photosynthetic induction through changes in intracellular Ca&#xb2;<sup>+</sup> concentrations in leaves. Although a LED-based study has suggested that red light&#x2013;dependent stomatal opening requires the activation of ion transporters such as H<sup>+</sup>-ATPase and K<sup>+</sup> channels (<xref ref-type="bibr" rid="B1">Ando and Kinoshita, 2018</xref>), it remains unclear why red LDs is able to activate these mechanisms more strongly.</p>
</sec>
<sec id="s4_3">
<label>4.3</label>
<title>Blue LDs present both advantages and disadvantages for photosynthesis</title>
<p>In rice under R<sub>80</sub>B<sub>20</sub> LDs, stomatal movements were far more pronounced at lower <italic>C</italic><sub>i</sub>, and the amplitude of those movements exceeded that of the other three treatment groups (<xref ref-type="fig" rid="f8"><bold>Figures&#xa0;8A, B</bold></xref>). In other words, despite low <italic>C</italic><sub>i</sub>, plants under R<sub>80</sub>B<sub>20</sub> LDs opened their stomata more widely and took up CO<sub>2</sub> more effectively. This behavior follows the basic blue&#x2010;light-dependent stomatal opening mechanism: blue light absorbed by the phototropin receptors phot1 and phot2 in guard cells activates plasma membrane H<sup>+</sup>-ATPase and K<sup>+</sup> channels, driving stomatal aperture (<xref ref-type="bibr" rid="B19">Inoue and Kinoshita, 2017</xref>). Moreover, because <italic>g</italic><sub>s</sub><sup>*</sup> under R<sub>80</sub>B<sub>20</sub> LDs exceeded that under R<sub>100</sub> LDs (<xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3B</bold></xref>), the blue LDs appear to act additively with red LDs to enhance stomatal opening.</p>
<p>A theoretical model predicts that when stomatal conductance responds strongly even to small changes in <italic>C</italic><sub>i</sub>, CO<sub>2</sub> assimilation capacity should increase accordingly (<xref ref-type="bibr" rid="B30">Medlyn et&#xa0;al., 2011</xref>). However, contrary to this model, rice under R<sub>80</sub>B<sub>20</sub> LDs exhibited lower CO<sub>2</sub> assimilation rates across rising <italic>C</italic><sub>i</sub> than the other three treatments (<xref ref-type="fig" rid="f7"><bold>Figures&#xa0;7A, B</bold></xref>). In addition, <italic>V</italic>cmax under R<sub>80</sub>B<sub>20</sub> LDs tended to be lower than that of the other treatments, whereas <italic>J</italic>max remained unchanged (<xref ref-type="fig" rid="f7"><bold>Figures&#xa0;7C, D</bold></xref>). These results imply that blue LDs may impose a non-stomatal limitation on photosynthesis, despite promoting blue&#x2010;light&#x2010;dependent stomatal opening. This negative impact may arise from the interaction of LD&#x2019;s inherent coherence and the heterogeneous absorption of blue light in the leaf. When coherent LD light illuminates a leaf, speckle contrast creates a patchwork of high&#x2010; and low&#x2010;intensity zones determined by surface microtopography (<xref ref-type="bibr" rid="B52">Zhong et&#xa0;al., 2013</xref>). Thus, transmitted LD photons may interfere to form localized light&#x2010;intensity &#x201c;hot&#x201d; and &#x201c;cold&#x201d; spots within the tissue. Furthermore, blue light is absorbed almost entirely (&#x2248;98%) in the palisade mesophyll, whereas red light penetrates both palisade and spongy mesophyll layers (<xref ref-type="bibr" rid="B42">Vogelmann and Evans, 2002</xref>). Concentrated absorption of blue light in the palisade has been shown to slow electron transport and reduce photosynthetic rate by about 11% (<xref ref-type="bibr" rid="B10">Earles et&#xa0;al., 2017</xref>). It should be emphasized that this proposed mechanism remains speculative and requires direct experimental validation, for example through imaging of intra-leaf light absorption and distribution under LD versus LED illumination. Taken together, under blue LDs, its coherent speckle&#x2010;induced heterogeneity and localized overabsorption in the palisade are likely to suppress overall photosynthetic efficiency.</p>
</sec>
<sec id="s4_4">
<label>4.4</label>
<title>Red LDs as cultivation lighting and industrial potential of LDs</title>
<p>In this study, we evaluated photosynthetic parameters of rice under blue LDs with a peak wavelength of 452 nm and red LDs with a peak wavelength of 660 nm, both of which exhibit much narrower spectral bandwidths than LEDs (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2</bold></xref>; <xref ref-type="table" rid="T1"><bold>Table&#xa0;1</bold></xref>). In contrast, lighting systems currently used in PFALs predominantly rely on white or purple LEDs, which provide mixed spectra composed of multiple monochromatic components rather than narrowband light sources (<xref ref-type="bibr" rid="B36">Rihan et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B50">Yano et&#xa0;al., 2023</xref>). Therefore, when considering LDs as alternative light sources for PFALs, it is necessary to systematically evaluate which wavelengths and spectral characteristics confer physiological advantages, including scenarios in which LDs of different colors are combined.</p>
<p>Under both LD and LED conditions, rice under R<sub>100</sub> lighting exhibited significantly higher iWUE than rice under R<sub>80</sub>B<sub>20</sub> lighting (<xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3D</bold></xref>). Blue light is known to accelerate stomatal and photosynthetic induction; however, under steady-state conditions, increases in stomatal conductance can exceed gains in CO<sub>2</sub> assimilation, potentially resulting in reduced water-use efficiency (<xref ref-type="bibr" rid="B27">Matthews et&#xa0;al., 2020</xref>). Such mechanisms likely underlie the lower iWUE observed in rice under R<sub>80</sub>B<sub>20</sub> conditions compared with R<sub>100</sub> LDs or LEDs. In addition, rice under R<sub>100</sub> LD, but not under R<sub>100</sub> LED, maintained CO<sub>2</sub> assimilation rates comparable to those observed under R<sub>80</sub>B<sub>20</sub> LDs or LEDs (<xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3A</bold></xref>). These results indicate that rice leaves illuminated with red LDs peaking at 660 nm can achieve high photosynthetic rates while minimizing water loss, suggesting that 660 nm red LDs may represent an effective cultivation light source for PFALs.</p>
<p>Nevertheless, because the red LDs used in this study had an extremely narrow spectral width (<xref ref-type="table" rid="T1"><bold>Table&#xa0;1</bold></xref>), it remains uncertain whether similar physiological responses would be observed under red LDs with different peak wavelengths or broader spectral widths. Consistent with this concern, tobacco grown under red LDs peaking at 660, 664, and 673 nm exhibited maximal net photosynthetic rates at 660 nm, with a sharp decline at longer wavelengths (<xref ref-type="bibr" rid="B23">Li et&#xa0;al., 2025</xref>). Moreover, <italic>A. thaliana</italic> cultivated under a combination of a 671 nm red LDs and a 473 nm blue LDs showed reduced chlorophyll content and dry mass compared with plants grown under white LED illumination (<xref ref-type="bibr" rid="B33">Ooi et&#xa0;al., 2016</xref>). Taken together, these findings indicate that while red LDs peaking at 660 nm can simultaneously enhance water-use efficiency and photosynthetic performance, their effectiveness is strongly dependent on spectral properties, underscoring the need for precise spectral control when applying LDs to PFAL systems.</p>
<p>Beyond spectral optimization, practical implementation of LD lighting in cultivation systems also requires consideration of engineering constraints such as energy efficiency and water availability. It should be noted that energy consumption and total operational costs of LD- and LED-based lighting systems were not directly evaluated in this study and therefore remain topics for future investigation. Future studies should therefore integrate direct measurements of electrical power input with photosynthetic performance to assess energy-use efficiency under practical PFALs. Advances in manufacturing processes and yield improvements associated with large-scale production have substantially reduced the cost of LED lighting (<xref ref-type="bibr" rid="B41">Tsao et&#xa0;al., 2010</xref>), suggesting that LEDs generally require lower initial investment than LDs as cultivation light sources. In contrast, LDs can deliver narrowband light closely matching chlorophyll absorption peaks, a property that has been suggested to improve the efficiency with which light energy is utilized for photosynthesis. For example, red LD illumination at 660 nm has been shown to significantly enhance photosynthetic capacity compared with red LEDs of the same peak wavelength (<xref ref-type="bibr" rid="B23">Li et&#xa0;al., 2025</xref>).</p>
<p>High water-use efficiency under LD illumination may be particularly advantageous in cultivation environments where water availability is severely constrained, such as space. On the International Space Station (ISS), more than 90% of consumed water is recycled (<xref ref-type="bibr" rid="B18">Ichimura and Yamashiki, 2025</xref>), whereas the remaining fraction must be resupplied from Earth via cargo missions every one to two months (<xref ref-type="bibr" rid="B25">Lynch et&#xa0;al., 2024</xref>). In such environments, cultivation systems that maximize water-use efficiency are essential. As demonstrated in this study, rice under R<sub>100</sub> LDs exhibited higher water-use efficiency while maintaining photosynthetic rates comparable to those under LED illumination (<xref ref-type="fig" rid="f3"><bold>Figures&#xa0;3A, D</bold></xref>), suggesting that LD lighting may serve as a promising light source candidate for extreme cultivation environments, including space agriculture, which lies along the conceptual extension of PFALs.</p>
</sec>
</sec>
<sec id="s5" sec-type="conclusions">
<label>5</label>
<title>Conclusion</title>
<p>In this study, to explore the feasibility of LDs as cultivation light sources in PFALs, we built an LD lighting unit that can be mounted on a commercial gas-exchange system and delivers simultaneous red and blue illumination. Using this unit, we obtained photosynthetic induction curves, <italic>A</italic>-<italic>C</italic>i curves, and <italic>g</italic><sub>s</sub>-<italic>C</italic>i curves to evaluate the effects of LD lighting on rice photosynthesis. Under red LDs, rice maintained high WUE while exhibiting higher stomatal conductance, transpiration rate, and CO<sub>2</sub> assimilation rate than under red LED light. We also found that stomatal conductance and transpiration rate showed temporal oscillations with a period of &#x2248;900 s, matching the oscillatory pattern of stomatal aperture. In contrast, under mixed red/blue LDs, stomatal conductance, transpiration, and CO<sub>2</sub> assimilation did not differ from those under LEDs. Moreover, photosynthetic capacity parameters tended to be lower than under red LDs or LEDs, whereas stomatal responsiveness to changes in CO<sub>2</sub> concentration was greater than with red LDs or LEDs alone. Taken together, these results indicate that red LDs are a promising PFALs cultivation light source capable of balancing WUE and productivity, while the use of blue LDs remains open to debate. While the beneficial effects of red LDs on plant growth have been reported in previous studies, the present study provides new insight into the underlying physiological mechanisms, particularly in terms of stomatal dynamics and photosynthetic induction responses. Specifically, monochromatic red LDs show promise for enhancing photosynthetic rate and water-use efficiency, whereas blue LDs introduce a more complex trade-off between enhanced stomatal responsiveness and potential non-stomatal limitations to photosynthesis. Building on the potential advantages of red LDs in plant physiology, our future work will focus on developing an LD-based cultivation system that reduces irradiation costs while maintaining high productivity.</p>
</sec>
</body>
<back>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p></sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>KY: Methodology, Conceptualization, Software, Investigation, Data curation, Visualization, Formal analysis, Writing &#x2013; original draft. MT: Validation, Project administration, Conceptualization, Investigation, Funding acquisition, Supervision, Writing &#x2013; review &amp; editing. MN: Supervision, Conceptualization, Writing &#x2013; review &amp; editing, Investigation.</p></sec>
<ack>
<title>Acknowledgments</title>
<p>We would like to express our sincere gratitude to Mr. Hiroshi Takano and Mr. Tatsuya Kawamura of ALT Inc., Ltd. for their huge efforts throughout the entire process&#x2014;from planning and designing to developing the LD system. We are grateful to Dr. Kuniaki Uto for support with spectral analyses and to Dr. Eigo Ando for insightful comments on the discussion.</p>
</ack>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p></sec>
<sec id="s10" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declared that generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p></sec>
<sec id="s11" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p></sec>
<ref-list>
<title>References</title>
<ref id="B1">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Ando</surname> <given-names>E.</given-names></name>
<name><surname>Kinoshita</surname> <given-names>T.</given-names></name>
</person-group> (<year>2018</year>). 
<article-title>Red light-induced phosphorylation of plasma membrane H<sup>+</sup>-ATPase in stomatal guard cells</article-title>. <source>Plant Physiol.</source> <volume>178</volume>, <fpage>838</fpage>&#x2013;<lpage>849</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1104/pp.18.00544</pub-id>, PMID: <pub-id pub-id-type="pmid">30104254</pub-id>
</mixed-citation>
</ref>
<ref id="B2">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Baroli</surname> <given-names>I.</given-names></name>
<name><surname>Price</surname> <given-names>G. D.</given-names></name>
<name><surname>Badger</surname> <given-names>M. R.</given-names></name>
<name><surname>Von Caemmerer</surname> <given-names>S.</given-names></name>
</person-group> (<year>2008</year>). 
<article-title>The contribution of photosynthesis to the red light response of stomatal conductance</article-title>. <source>Plant Physiol.</source> <volume>146</volume>, <fpage>737</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1104/pp.107.110924</pub-id>, PMID: <pub-id pub-id-type="pmid">18065555</pub-id>
</mixed-citation>
</ref>
<ref id="B3">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Benke</surname> <given-names>K.</given-names></name>
<name><surname>Tomkins</surname> <given-names>B.</given-names></name>
</person-group> (<year>2017</year>). 
<article-title>Future food-production systems: vertical farming and controlled-environment agriculture</article-title>. <source>Sustain.: Sci. Pract. Policy</source> <volume>13</volume>, <fpage>13</fpage>&#x2013;<lpage>26</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1080/15487733.2017.1394054</pub-id>, PMID: <pub-id pub-id-type="pmid">41735180</pub-id>
</mixed-citation>
</ref>
<ref id="B4">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Bernacchi</surname> <given-names>C.</given-names></name>
<name><surname>Singsaas</surname> <given-names>E.</given-names></name>
<name><surname>Pimentel</surname> <given-names>C.</given-names></name>
<name><surname>Portis</surname> <given-names>A.</given-names></name>
<name><surname>Long</surname> <given-names>S.</given-names></name>
</person-group> (<year>2001</year>). 
<article-title>Improved temperature response functions for models of Rubisco-limited photosynthesis</article-title>. <source>Plant Cell Environ.</source> <volume>24</volume>, <fpage>253</fpage>&#x2013;<lpage>259</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/j.1365-3040.2001.00668.x</pub-id>, PMID: <pub-id pub-id-type="pmid">41744481</pub-id>
</mixed-citation>
</ref>
<ref id="B5">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Bernardo</surname> <given-names>E.</given-names></name>
<name><surname>Sales</surname> <given-names>C.</given-names></name>
<name><surname>Cubas</surname> <given-names>L.</given-names></name>
<name><surname>Vath</surname> <given-names>R.</given-names></name>
<name><surname>Kromdijk</surname> <given-names>J.</given-names></name>
</person-group> (<year>2023</year>). 
<article-title>A comparison of stomatal conductance responses to blue and red light between C3 and C4 photosynthetic species in three phylogenetically-controlled experiments</article-title>. <source>Front. Plant Sci.</source> <volume>14</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fpls.2023.1253976</pub-id>, PMID: <pub-id pub-id-type="pmid">37828928</pub-id>
</mixed-citation>
</ref>
<ref id="B6">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Cammarisano</surname> <given-names>L.</given-names></name>
<name><surname>Donnison</surname> <given-names>I. S.</given-names></name>
<name><surname>Robson</surname> <given-names>P. R.</given-names></name>
</person-group> (<year>2021</year>). 
<article-title>The effect of red &amp; blue rich LEDs vs fluorescent light on Lollo Rosso lettuce morphology and physiology</article-title>. <source>Front. Plant Sci.</source> <volume>12</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fpls.2021.603411</pub-id>, PMID: <pub-id pub-id-type="pmid">33679825</pub-id>
</mixed-citation>
</ref>
<ref id="B7">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Chen</surname> <given-names>S.</given-names></name>
<name><surname>Liu</surname> <given-names>A.</given-names></name>
<name><surname>Tang</surname> <given-names>F.</given-names></name>
<name><surname>Hou</surname> <given-names>P.</given-names></name>
<name><surname>Lu</surname> <given-names>Y.</given-names></name>
<name><surname>Yuan</surname> <given-names>P.</given-names></name>
</person-group> (<year>2025</year>). 
<article-title>A review of environmental control strategies and models for modern agricultural greenhouses</article-title>. <source>Sensors</source> <volume>25</volume>, <elocation-id>1388</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/s25051388</pub-id>, PMID: <pub-id pub-id-type="pmid">40096199</pub-id>
</mixed-citation>
</ref>
<ref id="B8">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Cheng</surname> <given-names>F.</given-names></name>
<name><surname>Qi</surname> <given-names>Y.</given-names></name>
<name><surname>Lei</surname> <given-names>K.</given-names></name>
<name><surname>Yang</surname> <given-names>H.</given-names></name>
<name><surname>Lei</surname> <given-names>Y.</given-names></name>
<name><surname>Ahmed</surname> <given-names>T.</given-names></name>
<etal/>
</person-group>. (<year>2025</year>). 
<article-title>Laser diode irradiation mitigates salt stress in rice through coordinated physiological and molecular responses</article-title>. <source>Front. Plant Sci.</source> <volume>16</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fpls.2025.1653494</pub-id>, PMID: <pub-id pub-id-type="pmid">41001107</pub-id>
</mixed-citation>
</ref>
<ref id="B9">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Damineli</surname> <given-names>D. S.</given-names></name>
<name><surname>Portes</surname> <given-names>M. T.</given-names></name>
<name><surname>Feij&#xf3;</surname> <given-names>J. A.</given-names></name>
</person-group> (<year>2022</year>). 
<article-title>Electrifying rhythms in plant cells</article-title>. <source>Curr. Opin. Cell Biol.</source> <volume>77</volume>, <elocation-id>102113</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.ceb.2022.102113</pub-id>, PMID: <pub-id pub-id-type="pmid">35809387</pub-id>
</mixed-citation>
</ref>
<ref id="B10">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Earles</surname> <given-names>J.</given-names></name>
<name><surname>Th&#xe9;roux-Rancourt</surname> <given-names>G.</given-names></name>
<name><surname>Gilbert</surname> <given-names>M.</given-names></name>
<name><surname>McElrone</surname> <given-names>A.</given-names></name>
<name><surname>Brodersen</surname> <given-names>C.</given-names></name>
</person-group> (<year>2017</year>). 
<article-title>Excess diffuse light absorption in upper mesophyll limits CO<sub>2</sub> drawdown and depresses photosynthesis</article-title>. <source>Plant Physiol.</source> <volume>174</volume>, <fpage>1082</fpage>&#x2013;<lpage>1096</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1104/pp.17.00223</pub-id>, PMID: <pub-id pub-id-type="pmid">28432257</pub-id>
</mixed-citation>
</ref>
<ref id="B11">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Farquhar</surname> <given-names>G.</given-names></name>
<name><surname>Cowan</surname> <given-names>I.</given-names></name>
</person-group> (<year>1974</year>). 
<article-title>Oscillations in stomatal conductance: The influence of environmental gain</article-title>. <source>Plant Physiol.</source> <volume>54</volume>, <fpage>769</fpage>&#x2013;<lpage>772</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1104/pp.54.5.769</pub-id>, PMID: <pub-id pub-id-type="pmid">16658969</pub-id>
</mixed-citation>
</ref>
<ref id="B12">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Farquhar</surname> <given-names>G.</given-names></name>
<name><surname>Von Caemmerer</surname> <given-names>S.</given-names></name>
<name><surname>Berry</surname> <given-names>J.</given-names></name>
</person-group> (<year>1980</year>). 
<article-title>A biochemical model of photosynthetic CO<sub>2</sub> assimilation in leaves of C3 species</article-title>. <source>planta</source> <volume>149</volume>, <fpage>78</fpage>&#x2013;<lpage>90</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/BF00386231</pub-id>, PMID: <pub-id pub-id-type="pmid">24306196</pub-id>
</mixed-citation>
</ref>
<ref id="B13">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Ferraz</surname> <given-names>A.</given-names></name>
<name><surname>Mittal</surname> <given-names>G.</given-names></name>
<name><surname>Bilanski</surname> <given-names>W.</given-names></name>
<name><surname>Abdullah</surname> <given-names>H.</given-names></name>
</person-group> (<year>2007</year>). 
<article-title>Mathematical modeling of laser based potato cutting and peeling</article-title>. <source>BioSystems</source> <volume>90</volume>, <fpage>602</fpage>&#x2013;<lpage>613</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.biosystems.2007.01.004</pub-id>, PMID: <pub-id pub-id-type="pmid">17324500</pub-id>
</mixed-citation>
</ref>
<ref id="B14">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Furtak</surname> <given-names>K.</given-names></name>
<name><surname>Woli&#x144;ska</surname> <given-names>A.</given-names></name>
</person-group> (<year>2023</year>). 
<article-title>The impact of extreme weather events as a consequence of climate change on the soil moisture and on the quality of the soil environment and agriculture&#x2013;A review</article-title>. <source>Catena</source> <volume>231</volume>, <elocation-id>107378</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.catena.2023.107378</pub-id>, PMID: <pub-id pub-id-type="pmid">41743167</pub-id>
</mixed-citation>
</ref>
<ref id="B15">
<mixed-citation publication-type="book">
<person-group person-group-type="author">
<name><surname>Harbick</surname> <given-names>K.</given-names></name>
<name><surname>Albright</surname> <given-names>L. D.</given-names></name>
</person-group> (<year>2016</year>). &#x201c;
<article-title>Comparison of energy consumption: Greenhouses and plant factories</article-title>,&#x201d; in <source>VIII International Symposium on Light in Horticulture</source> <publisher-loc>Leuven, Belgium</publisher-loc>: 
<publisher-name>International Society for Horticultural Science (ISHS)</publisher-name>, vol. <volume>1134</volume>. , <fpage>285</fpage>&#x2013;<lpage>292</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.17660/actahortic.2016.1134.38</pub-id>
</mixed-citation>
</ref>
<ref id="B16">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Hogewoning</surname> <given-names>S.</given-names></name>
<name><surname>Trouwborst</surname> <given-names>G.</given-names></name>
<name><surname>Maljaars</surname> <given-names>H.</given-names></name>
<name><surname>Poorter</surname> <given-names>H.</given-names></name>
<name><surname>van Ieperen</surname> <given-names>W.</given-names></name>
<name><surname>Harbinson</surname> <given-names>J.</given-names></name>
</person-group> (<year>2010</year>). 
<article-title>Blue light dose&#x2013;responses of leaf photosynthesis, morphology, and chemical composition of Cucumis sativus grown under different combinations of red and blue light</article-title>. <source>J. Exp. Bot.</source> <volume>61</volume>, <fpage>3107</fpage>&#x2013;<lpage>3117</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/jxb/erq132</pub-id>, PMID: <pub-id pub-id-type="pmid">20504875</pub-id>
</mixed-citation>
</ref>
<ref id="B17">
<mixed-citation publication-type="book">
<person-group person-group-type="author">
<name><surname>Hu</surname> <given-names>Y.</given-names></name>
<name><surname>Li</surname> <given-names>P.</given-names></name>
<name><surname>Shi</surname> <given-names>J.</given-names></name>
</person-group> (<year>2007</year>). &#x201c;
<article-title>Photosynthetically supplemental lighting for vegetable crop production with super-bright laser diode</article-title>,&#x201d; in <source>High-Power Diode Laser Technology and Applications V</source> <publisher-loc>Bellingham, WA, USA</publisher-loc>: 
<publisher-name>SPIE</publisher-name>, vol. <volume>6456</volume>. , <fpage>264</fpage>&#x2013;<lpage>272</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1117/12.699607</pub-id>
</mixed-citation>
</ref>
<ref id="B18">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Ichimura</surname> <given-names>S.</given-names></name>
<name><surname>Yamashiki</surname> <given-names>Y. A.</given-names></name>
</person-group> (<year>2025</year>). 
<article-title>Assessment of the physical and psychological aspects of the current life support system on the International Space Station for sustainable space exploration</article-title>. <source>Front. Space Tech.</source> <volume>5</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/frspt.2024.1461389</pub-id>, PMID: <pub-id pub-id-type="pmid">41743962</pub-id>
</mixed-citation>
</ref>
<ref id="B19">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Inoue</surname> <given-names>I.</given-names></name>
<name><surname>Kinoshita</surname> <given-names>T.</given-names></name>
</person-group> (<year>2017</year>). 
<article-title>Blue light regulation of stomatal opening and the plasma membrane H<sup>+</sup> - ATPase</article-title>. <source>Plant Phys.</source> <volume>174</volume>, <fpage>531</fpage>&#x2013;<lpage>538</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1104/pp.17.00166</pub-id>, PMID: <pub-id pub-id-type="pmid">28465463</pub-id>
</mixed-citation>
</ref>
<ref id="B20">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Johnsson</surname> <given-names>A.</given-names></name>
<name><surname>Brogardh</surname> <given-names>T.</given-names></name>
<name><surname>Holje</surname> <given-names>&#xd8;.</given-names></name>
</person-group> (<year>1979</year>). 
<article-title>Oscillatory transpiration of Avena plants: perturbation experiments provide evidence for a stable point of singularity</article-title>. <source>Physiol. Plant</source> <volume>45</volume>, <fpage>393</fpage>&#x2013;<lpage>398</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/j.1399-3054.1979.tb02602.x</pub-id>, PMID: <pub-id pub-id-type="pmid">41744481</pub-id>
</mixed-citation>
</ref>
<ref id="B21">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Kozai</surname> <given-names>T.</given-names></name>
</person-group> (<year>2013</year>). 
<article-title>Resource use efficiency of closed plant production system with artificial light: Concept, estimation and application to plant factory</article-title>. <source>Proc. Jpn. Acad. Ser. B</source> <volume>89</volume>, <fpage>447</fpage>&#x2013;<lpage>461</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.2183/pjab.89.447</pub-id>, PMID: <pub-id pub-id-type="pmid">24334509</pub-id>
</mixed-citation>
</ref>
<ref id="B22">
<mixed-citation publication-type="book">
<person-group person-group-type="author">
<name><surname>Kozai</surname> <given-names>T.</given-names></name>
</person-group> (<year>2018</year>). <source>Smart plant factory: The Next Generation Indoor Vertical Farms</source> (<publisher-loc>Singapore</publisher-loc>: 
<publisher-name>Springer</publisher-name>). doi:&#xa0;<pub-id pub-id-type="doi">10.1007/978-981-13-1065-2</pub-id>, PMID: <pub-id pub-id-type="pmid">41746348</pub-id>
</mixed-citation>
</ref>
<ref id="B23">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Li</surname> <given-names>L.</given-names></name>
<name><surname>Sugita</surname> <given-names>R.</given-names></name>
<name><surname>Yamaguchi</surname> <given-names>K.</given-names></name>
<name><surname>Togawa</surname> <given-names>H.</given-names></name>
<name><surname>Terashima</surname> <given-names>I.</given-names></name>
<name><surname>Yamori</surname> <given-names>W.</given-names></name>
<etal/>
</person-group>. (<year>2025</year>). 
<article-title>High-precision lighting for plants: monochromatic red laser diodes outperform LEDs in photosynthesis and plant growth</article-title>. <source>Front. Plant Sci</source>. <volume>16</volume>, <elocation-id>1589279</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fpls.2025.1589279</pub-id>, PMID: <pub-id pub-id-type="pmid">40464012</pub-id>
</mixed-citation>
</ref>
<ref id="B24">
<mixed-citation publication-type="book">
<person-group person-group-type="author">
<name><surname>Liu</surname> <given-names>Y.</given-names></name>
<name><surname>Kusuma</surname> <given-names>P.</given-names></name>
<name><surname>Marcelis</surname> <given-names>L. F. M.</given-names></name>
</person-group> (<year>2023</year>). &#x201c;
<article-title>Research and technology in plant factories with artificial lighting: past, present and future</article-title>,&#x201d; in <source>Advances in Plant Factories: New Technologies in Indoor Vertical Farming</source>. Eds. 
<person-group person-group-type="editor">
<name><surname>Kozai</surname> <given-names>T.</given-names></name>
<name><surname>Hayashi</surname> <given-names>E.</given-names></name>
</person-group> (
<publisher-name>Burleigh Dodds Science Publishing</publisher-name>, <publisher-loc>Cambridge</publisher-loc>), <fpage>39</fpage>&#x2013;<lpage>72</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.19103/AS.2023.0126.04</pub-id>
</mixed-citation>
</ref>
<ref id="B25">
<mixed-citation publication-type="book">
<person-group person-group-type="author">
<name><surname>Lynch</surname> <given-names>C.</given-names></name>
<name><surname>Owens</surname> <given-names>A.</given-names></name>
<name><surname>Piontek</surname> <given-names>N.</given-names></name>
<name><surname>Cirillo</surname> <given-names>W.</given-names></name>
<name><surname>Stromgren</surname> <given-names>C.</given-names></name>
<name><surname>Vega</surname> <given-names>J.</given-names></name>
<etal/>
</person-group>. (<year>2024</year>). &#x201c;
<article-title>A Historical Review of Logistics Mass and Crew Time Demands for ISS Operations</article-title>,&#x201d; in <source>53rd International Conference on Enviromental Systems</source> (<publisher-loc>Reston, VA, USA</publisher-loc>: 
<publisher-name>ICES-2024-132</publisher-name>).
</mixed-citation>
</ref>
<ref id="B26">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Masson-Delmotte</surname> <given-names>V.</given-names></name>
<name><surname>Zhai</surname> <given-names>P.</given-names></name>
<name><surname>Pirani</surname> <given-names>A.</given-names></name>
<name><surname>Connors</surname> <given-names>S. L.</given-names></name>
<name><surname>Pe&#x301;an</surname> <given-names>C.</given-names></name>
<name><surname>Berger</surname> <given-names>S.</given-names></name>
<etal/>
</person-group> (<year>2021</year>). &#x201c;
<article-title>Climate Change 2021: The Physical Science Basis</article-title>,&#x201d; in <source>Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change</source>. Eds. 
<person-group person-group-type="editor">
<name><surname>Masson-Delmotte</surname> <given-names>V.</given-names></name>
<name><surname>Zhai</surname> <given-names>P.</given-names></name>
<name><surname>Pirani</surname> <given-names>A.</given-names></name>
<name><surname>Connors</surname> <given-names>S. L.</given-names></name>
<name><surname>P&#xe9;an</surname> <given-names>C.</given-names></name>
<name><surname>Berger</surname> <given-names>S.</given-names></name>
<etal/>
</person-group> (
<publisher-name>Cambridge University Press</publisher-name>, <publisher-loc>New York, NY</publisher-loc>).
</mixed-citation>
</ref>
<ref id="B27">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Matthews</surname> <given-names>J. S.</given-names></name>
<name><surname>Vialet-Chabrand</surname> <given-names>S.</given-names></name>
<name><surname>Lawson</surname> <given-names>T</given-names></name>
</person-group>. (<year>2020</year>). 
<article-title>Role of blue and red light in stomatal dynamic behaviour</article-title>. <source>J. Exp. Bot</source>. <volume>71</volume>, <fpage>2253</fpage>&#x2013;<lpage>2269</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/jxb/erz563</pub-id>, PMID: <pub-id pub-id-type="pmid">31872212</pub-id>
</mixed-citation>
</ref>
<ref id="B28">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>McClung</surname> <given-names>C.</given-names></name>
</person-group> (<year>2006</year>). 
<article-title>Plant circadian rhythms</article-title>. <source>Plant Cell</source> <volume>18</volume>, <fpage>792</fpage>&#x2013;<lpage>803</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1105/tpc.106.040980</pub-id>, PMID: <pub-id pub-id-type="pmid">16595397</pub-id>
</mixed-citation>
</ref>
<ref id="B29">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>McCree</surname> <given-names>K.</given-names></name>
</person-group> (<year>1971</year>). 
<article-title>The action spectrum, absorptance and quantum yield of photosynthesis in crop plants</article-title>. <source>Agric. Meteorol.</source> <volume>9</volume>, <fpage>191</fpage>&#x2013;<lpage>216</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/0002-1571(71)90022-7</pub-id>
</mixed-citation>
</ref>
<ref id="B30">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Medlyn</surname> <given-names>B.</given-names></name>
<name><surname>Duursma</surname> <given-names>R.</given-names></name>
<name><surname>Eamus</surname> <given-names>D.</given-names></name>
<name><surname>Ellsworth</surname> <given-names>D.</given-names></name>
<name><surname>Prentice</surname> <given-names>I.</given-names></name>
<name><surname>Barton</surname> <given-names>C.</given-names></name>
<etal/>
</person-group>. (<year>2011</year>). 
<article-title>Reconciling the optimal and empirical approaches to modelling stomatal conductance</article-title>. <source>Global Change Biol.</source> <volume>17</volume>, <fpage>2134</fpage>&#x2013;<lpage>2144</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/j.1365-2486.2010.02375.x</pub-id>, PMID: <pub-id pub-id-type="pmid">41744481</pub-id>
</mixed-citation>
</ref>
<ref id="B31">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Minglai</surname> <given-names>Y.</given-names></name>
<name><surname>Li</surname> <given-names>Q.</given-names></name>
<name><surname>Peng</surname> <given-names>J.</given-names></name>
<name><surname>Helong</surname> <given-names>Y.</given-names></name>
<name><surname>Ting</surname> <given-names>B.</given-names></name>
<name><surname>Qiang</surname> <given-names>M.</given-names></name>
<etal/>
</person-group>. (<year>2024</year>). 
<article-title>Progress in the application of new laser light source in rice seedling production</article-title>. <source>J. Intell. Agric. Mech.</source> <volume>5</volume>, <fpage>22</fpage>&#x2013;<lpage>32</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.12398/j.issn.2096-7217.2024.03.003</pub-id>
</mixed-citation>
</ref>
<ref id="B32">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Ohyama</surname> <given-names>K.</given-names></name>
<name><surname>Kozai</surname> <given-names>T.</given-names></name>
<name><surname>Kubota</surname> <given-names>C.</given-names></name>
<name><surname>Chun Changhoo</surname> <given-names>C.</given-names></name>
<name><surname>Hasegawa</surname> <given-names>T.</given-names></name>
<name><surname>Yokoi</surname> <given-names>S.</given-names></name>
<etal/>
</person-group>. (<year>2002</year>). 
<article-title>Coefficient of performance for cooling of a home-use air conditioner installed in a closed-type transplant production system</article-title>. <source>Shokubutsu Kojo Gakkaishi</source> <volume>14</volume>, <fpage>141</fpage>&#x2013;<lpage>146</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.2525/jshita.14.141</pub-id>, PMID: <pub-id pub-id-type="pmid">21291192</pub-id>
</mixed-citation>
</ref>
<ref id="B33">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Ooi</surname> <given-names>A.</given-names></name>
<name><surname>Wong</surname> <given-names>A.</given-names></name>
<name><surname>Ng</surname> <given-names>T.</given-names></name>
<name><surname>Marondedze</surname> <given-names>C.</given-names></name>
<name><surname>Gehring</surname> <given-names>C.</given-names></name>
<name><surname>Ooi</surname> <given-names>B.</given-names></name>
</person-group> (<year>2016</year>). 
<article-title>Growth and development of Arabidopsis thaliana under single-wavelength red and blue laser light</article-title>. <source>Sci. Rep.</source> <volume>6</volume>, <elocation-id>33885</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/srep33885</pub-id>, PMID: <pub-id pub-id-type="pmid">27659906</pub-id>
</mixed-citation>
</ref>
<ref id="B34">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Peak</surname> <given-names>D.</given-names></name>
<name><surname>Hogan</surname> <given-names>M.</given-names></name>
<name><surname>Mott</surname> <given-names>K.</given-names></name>
</person-group> (<year>2023</year>). 
<article-title>Stomatal patchiness and cellular computing</article-title>. <source>Proc. Natl. Acad. Sci.</source> <volume>120</volume>, <fpage>e2220270120</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1073/pnas.2220270120</pub-id>, PMID: <pub-id pub-id-type="pmid">36972429</pub-id>
</mixed-citation>
</ref>
<ref id="B35">
<mixed-citation publication-type="book">
<person-group person-group-type="author">
<name><surname>Radetsky</surname> <given-names>L.</given-names></name>
</person-group> (<year>2018</year>). &#x201c;
<article-title>LED and HID horticultural luminaire testing report</article-title>,&#x201d; in <source>Lighting Research Center, Rensselaer Polytechnic Institute</source>(<publisher-loc>New York, USA</publisher-loc>: 
<publisher-name>Lighting Research Center, Rensselaer Polytechnic Institute</publisher-name>).
</mixed-citation>
</ref>
<ref id="B36">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Rihan</surname> <given-names>Z.</given-names></name>
<name><surname>Aljafer</surname> <given-names>N.</given-names></name>
<name><surname>Jbara</surname> <given-names>M.</given-names></name>
<name><surname>McCallum</surname> <given-names>L.</given-names></name>
<name><surname>Lengger</surname> <given-names>S.</given-names></name>
<name><surname>Fuller</surname> <given-names>P.</given-names></name>
</person-group> (<year>2022</year>). 
<article-title>The impact of LED lighting spectra in a plant factory on the growth, physiological traits and essential oil content of lemon balm (Melissa officinalis)</article-title>. <source>Plants</source> <volume>11</volume>, <elocation-id>342</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/plants11030342</pub-id>, PMID: <pub-id pub-id-type="pmid">35161322</pub-id>
</mixed-citation>
</ref>
<ref id="B37">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Sagheer</surname> <given-names>A.</given-names></name>
<name><surname>Mohammed</surname> <given-names>M.</given-names></name>
<name><surname>Riad</surname> <given-names>K.</given-names></name>
<name><surname>Alhajhoj</surname> <given-names>M.</given-names></name>
</person-group> (<year>2020</year>). 
<article-title>A cloud-based IoT platform for precision control of soilless greenhouse cultivation</article-title>. <source>Sensors</source> <volume>21</volume>, <elocation-id>223</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/s21010223</pub-id>, PMID: <pub-id pub-id-type="pmid">33396448</pub-id>
</mixed-citation>
</ref>
<ref id="B38">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Savvides</surname> <given-names>A.</given-names></name>
<name><surname>Fanourakis</surname> <given-names>D.</given-names></name>
<name><surname>van Ieperen</surname> <given-names>W.</given-names></name>
</person-group> (<year>2012</year>). 
<article-title>Co-ordination of hydraulic and stomatal conductances across light qualities in cucumber leaves</article-title>. <source>J. Exp. Bot.</source> <volume>63</volume>, <fpage>1135</fpage>&#x2013;<lpage>1143</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/jxb/err348</pub-id>, PMID: <pub-id pub-id-type="pmid">22121201</pub-id>
</mixed-citation>
</ref>
<ref id="B39">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Steppe</surname> <given-names>K.</given-names></name>
<name><surname>Dzikiti</surname> <given-names>S.</given-names></name>
<name><surname>Lemeur</surname> <given-names>R.</given-names></name>
<name><surname>Milford</surname> <given-names>J.</given-names></name>
</person-group> (<year>2006</year>). 
<article-title>Stomatal oscillations in orange trees under natural climatic conditions</article-title>. <source>Ann. Bot.</source> <volume>97</volume>, <fpage>831</fpage>&#x2013;<lpage>835</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/aob/mcl031</pub-id>, PMID: <pub-id pub-id-type="pmid">16478765</pub-id>
</mixed-citation>
</ref>
<ref id="B40">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Toda</surname> <given-names>Y.</given-names></name>
<name><surname>Toh</surname> <given-names>S.</given-names></name>
<name><surname>Bourdais</surname> <given-names>G.</given-names></name>
<name><surname>Robatzek</surname> <given-names>S.</given-names></name>
<name><surname>Maclean</surname> <given-names>D.</given-names></name>
<name><surname>Kinoshita</surname> <given-names>T.</given-names></name>
</person-group> (<year>2018</year>). 
<article-title>DeepStomata: facial recognition technology for automated stomatal aperture measurement</article-title>. <source>BioRxiv</source> <volume>365098</volume>, <elocation-id>365098</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1101/365098</pub-id>
</mixed-citation>
</ref>
<ref id="B41">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Tsao</surname> <given-names>Y.</given-names></name>
<name><surname>Saunders</surname> <given-names>D.</given-names></name>
<name><surname>Creighton</surname> <given-names>R.</given-names></name>
<name><surname>Coltrin</surname> <given-names>E.</given-names></name>
<name><surname>Simmons</surname> <given-names>A.</given-names></name>
</person-group> (<year>2010</year>). 
<article-title>Solid-state lighting: an energy-economics perspective</article-title>. <source>J. Phys. D: Appl. Phys.</source> <volume>43</volume>, <elocation-id>354001</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1088/0022-3727/43/35/354001</pub-id>
</mixed-citation>
</ref>
<ref id="B42">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Vogelmann</surname> <given-names>T.</given-names></name>
<name><surname>Evans</surname> <given-names>J.</given-names></name>
</person-group> (<year>2002</year>). 
<article-title>Profiles of light absorption and chlorophyll within spinach leaves from chlorophyll fluorescence</article-title>. <source>Plant Cell Environ.</source> <volume>25</volume>, <fpage>1313</fpage>&#x2013;<lpage>1323</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1046/j.1365-3040.2002.00910.x</pub-id>, PMID: <pub-id pub-id-type="pmid">41717205</pub-id>
</mixed-citation>
</ref>
<ref id="B43">
<mixed-citation publication-type="book">
<person-group person-group-type="author">
<name><surname>Von Caemmerer</surname> <given-names>S.</given-names></name>
</person-group> (<year>2000</year>). <source>Biochemical models of leaf photosynthesis</source> (<publisher-loc>Clayton, Australia</publisher-loc>: 
<publisher-name>CSIRO publishing</publisher-name>). doi:&#xa0;<pub-id pub-id-type="doi">10.1071/9780643103405</pub-id>, PMID: <pub-id pub-id-type="pmid">41161682</pub-id>
</mixed-citation>
</ref>
<ref id="B44">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Wang</surname> <given-names>J.</given-names></name>
<name><surname>Lu</surname> <given-names>W.</given-names></name>
<name><surname>Tong</surname> <given-names>Y.</given-names></name>
<name><surname>Yang</surname> <given-names>Q.</given-names></name>
</person-group> (<year>2016</year>). 
<article-title>Leaf morphology, photosynthetic performance, chlorophyll fluorescence, stomatal development of lettuce (Lactuca sativa L.) exposed to different ratios of red light to blue light</article-title>. <source>Front. Plant Sci.</source> <volume>7</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fpls.2016.00250</pub-id>, PMID: <pub-id pub-id-type="pmid">27014285</pub-id>
</mixed-citation>
</ref>
<ref id="B45">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Wierer</surname> <given-names>J. J.</given-names></name>
<name><surname>Tsao</surname> <given-names>J. Y.</given-names></name>
<name><surname>Sizov</surname> <given-names>D. S</given-names></name>
</person-group>. (<year>2013</year>). 
<article-title>Comparison between blue lasers and light-emitting diodes for future solid-state lighting</article-title>. <source>Laser &amp; Photonics Rev</source>. <volume>7</volume>, <fpage>963</fpage>&#x2013;<lpage>993</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/lpor.201300048</pub-id>, PMID: <pub-id pub-id-type="pmid">41744314</pub-id>
</mixed-citation>
</ref>
<ref id="B46">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Wierer</surname> <given-names>J. J.</given-names></name>
<name><surname>Tsao</surname> <given-names>J. Y</given-names></name>
</person-group>. (<year>2015</year>). 
<article-title>Advantages of III-nitride laser diodes in solid-state lighting</article-title>. <source>Phys. Status Solidi A</source> <volume>212</volume>, <fpage>980</fpage>&#x2013;<lpage>985</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/pssa.201431700</pub-id>, PMID: <pub-id pub-id-type="pmid">41744314</pub-id>
</mixed-citation>
</ref>
<ref id="B47">
<mixed-citation publication-type="book">
<person-group person-group-type="author">
<name><surname>Yamazaki</surname> <given-names>A.</given-names></name>
<name><surname>Tsuchiya</surname> <given-names>H.</given-names></name>
<name><surname>Miyajima</surname> <given-names>H.</given-names></name>
<name><surname>Honma</surname> <given-names>T.</given-names></name>
<name><surname>Kan</surname> <given-names>H.</given-names></name>
</person-group> (<year>2002</year>). &#x201c;
<article-title>Growth of rice plants under red laser-diode light supplemented with blue light</article-title>,&#x201d; in <source>IV International ISHS Symposium on Artificial Lighting</source> <publisher-loc>Leuven, Belgium</publisher-loc>: 
<publisher-name>International Society for Horticultural Science (ISHS)</publisher-name>, vol. <volume>580</volume>. , <fpage>177</fpage>&#x2013;<lpage>181</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.17660/actahortic.2002.580.22</pub-id>
</mixed-citation>
</ref>
<ref id="B48">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Yamori</surname> <given-names>W.</given-names></name>
<name><surname>Noguchi</surname> <given-names>K.</given-names></name>
<name><surname>Terashima</surname> <given-names>I.</given-names></name>
</person-group> (<year>2005</year>). 
<article-title>Temperature acclimation of photosynthesis in spinach leaves: analyses of photosynthetic components and temperature dependencies of photosynthetic partial reactions</article-title>. <source>Plant Cell Environ.</source> <volume>28</volume>, <fpage>536</fpage>&#x2013;<lpage>547</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/j.1365-3040.2004.01299.x</pub-id>, PMID: <pub-id pub-id-type="pmid">41744481</pub-id>
</mixed-citation>
</ref>
<ref id="B49">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Yang</surname> <given-names>H.</given-names></name>
<name><surname>Zhang</surname> <given-names>J.</given-names></name>
<name><surname>Zhang</surname> <given-names>X.</given-names></name>
</person-group> (<year>2005</year>). 
<article-title>Regulation mechanisms of stomatal oscillation</article-title>. <source>J. Integr. Plant Biol.</source> <volume>47</volume>, <fpage>1159</fpage>&#x2013;<lpage>1172</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/j.1744-7909.2005.00146.x</pub-id>, PMID: <pub-id pub-id-type="pmid">41744481</pub-id>
</mixed-citation>
</ref>
<ref id="B50">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Yano</surname> <given-names>Y.</given-names></name>
<name><surname>Maruyama</surname> <given-names>A.</given-names></name>
<name><surname>Lu</surname> <given-names>N.</given-names></name>
<name><surname>Takagaki</surname> <given-names>M.</given-names></name>
</person-group> (<year>2023</year>). 
<article-title>Consumer reaction to indoor farming using LED lighting technology and the effects of providing information thereon</article-title>. <source>Heliyon</source> <volume>9</volume>, <elocation-id>e16823</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.heliyon.2023.e16823</pub-id>, PMID: <pub-id pub-id-type="pmid">37416638</pub-id>
</mixed-citation>
</ref>
<ref id="B51">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Zait</surname> <given-names>Y.</given-names></name>
<name><surname>Shapira</surname> <given-names>O.</given-names></name>
<name><surname>Schwartz</surname> <given-names>A.</given-names></name>
</person-group> (<year>2017</year>). 
<article-title>The effect of blue light on stomatal oscillations and leaf turgor pressure in banana leaves</article-title>. <source>Plant Cell Environ.</source> <volume>40</volume>, <fpage>1143</fpage>&#x2013;<lpage>1152</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/pce.12907</pub-id>, PMID: <pub-id pub-id-type="pmid">28098339</pub-id>
</mixed-citation>
</ref>
<ref id="B52">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name><surname>Zhong</surname> <given-names>X.</given-names></name>
<name><surname>Wang</surname> <given-names>X.</given-names></name>
<name><surname>Farrell</surname> <given-names>P.</given-names></name>
<name><surname>Cooley</surname> <given-names>N.</given-names></name>
<name><surname>Moran</surname> <given-names>B.</given-names></name>
</person-group> (<year>2013</year>). 
<article-title>Modeling dynamic laser speckle patterns of plant leaves</article-title>. <source>Adv. Mater. Res.</source> <volume>694</volume>, <fpage>1363</fpage>&#x2013;<lpage>1367</lpage>. doi:&#xa0;10.4028/www.scientific.net/AMR.694-697.1363
</mixed-citation>
</ref>
</ref-list>
<fn-group>
<fn id="n1" fn-type="custom" custom-type="edited-by">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1733086">Xiuming Hao</ext-link>, Agriculture and Agri-Food Canada (AAFC), Canada</p></fn>
<fn id="n2" fn-type="custom" custom-type="reviewed-by">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2195123">Abdul Waheed</ext-link>, Chinese Academy of Agricultural Sciences, China</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3135753">Suyun Nam</ext-link>, University of Georgia, United States</p></fn>
</fn-group>
</back>
</article>