Abstract
Light is a basic requirement to drive carbon metabolism in plants and supports life on earth. Spectral quality greatly affects plant morphology, physiology, and metabolism of various biochemical pathways. Among visible light spectrum, red, blue, and green light wavelengths affect several mechanisms to contribute in plant growth and productivity. In addition, supplementation of red, blue, or green light with other wavelengths showed vivid effects on the plant biology. However, response of plants differs in different species and growing conditions. This review article provides a detailed view and interpretation of existing knowledge and clarifies underlying mechanisms that how red, blue, and green light spectra affect plant morpho-physiological, biochemical, and molecular parameters to make a significant contribution towards improved crop production, fruit quality, disease control, phytoremediation potential, and resource use efficiency.
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Introduction
Plants play a significant role in human lives. The plants are dependent on light for photosynthesis to get their energy. Plants can perceive ultraviolet, blue, green, red, and far-red light wavelengths through the photoreceptor families (Huché-Thélier et al. 2016). With the advancement in agriculture, the demand for artificial or supplementary lighting is rising continuously. Unlike natural sunlight, which provides a complete range of light spectrum, artificial lights include limited range of spectrum and for that reason, the composition of the spectrum can be added and/or adjusted to achieve required efficiency. Therefore, under controlled environment, the selective spectrum of artificial lights can be applied to optimize the growth of plants (Rehman et al. 2017). Artificial supplementary light can favor photosynthetic efficiency by optical regulation of plant photoreceptors to improve plant production efficiency and accumulation of metabolites for getting the products with better nutritional quality (Appolloni et al. 2021; Jiang et al. 2017; Rehman et al. 2017; Ouzounis et al. 2015). Supplemental light is necessary to boost greenhouse production during winter especially in areas with low sunlight to meet the rising demand for fresh produce (Lanoue et al. 2022). For instance, the use of a specific light spectrum can improve the nutritional properties of vegetables and their yields in the commercial production system (Kuan-Hung et al. 2012). When it comes to artificial lighting, these spectrum and colors can have significant effects on the plant growth and development (Rehman et al. 2020). Such as red light caused larger and longer stems and helps to flower in plants. However, under the exposure of blue light, plants likely be more compact with smaller, thicker, and darker green leaves (Izzo et al. 2020). Among different colors of light, red and blue lights are more effective for leaf photosynthesis (Zhang et al. 2020). Over decades, the monochromatic or binary red and blue light (in various ratios) has been successfully used in plant morphogenesis both in vitro and in vivo (Naznin et al. 2016; Gupta and Jatothu 2013; Vitale et al. 2023). In case of green light in the visible spectrum, previous research showed that green light wavelengths are less efficient for photosynthesis but it is still useful in photosynthetic process and to regulate the plant architecture. New research revealed that green light under stronger illumination can drive more efficient photosynthesis than the red light (Arsenault et al. 2020). Similarly, recent studies have been proved the effectiveness of green light for plants (Razzak et al. 2022; Schenkels et al. 2020; Vitale et al. 2020).
The use of artificial lighting to enhance crop productivity was made successful by the invention of long-lasting and robust electrical lamps in the start of twentieth century. Traditionally, high pressure sodium lamps were used as a source of artificial light. While, currently, electric lighting could be applicable as a most reliable and steady radiation source to control the plant growth environment (Gupta 2017). Among various available lighting, the light emitting diodes (LEDs) are advertised as most energy efficient and environment friendly lighting because they do not contain mercury (Lim et al. 2011). According to Ramesh et al. (2023), LEDs are more energy-efficient, eco-friendly and have a lesser impact on environment. LEDs have been verified to present remarkable features for their application in plant lighting designs in greenhouses and other closed growth chambers for in vitro cultures (Rehman et al. 2017; Agarwal and Gupta 2016). LEDs consume low energy or give higher lighting efficiency over compact fluorescent or incandescent lamps (Nardelli et al. 2017; Zeb et al. 2016). Therefore, LEDs are receiving great interest in greenhouse production due to their high photon efficacy and possibility to finely modulate light intensity and spectrum (Lanoue et al. 2022; Paradiso and Proietti 2022).
In present review, we aim to shed light on the multidimensional benefits of artificial light spectra on plant growth while underscoring the need for their judicious application in modern agriculture under controlled conditions. Therefore, this review summarizes the growth responses of plants under artificial light conditions especially the roles of red, blue, and green light wavelengths on plant morpho-physiological, biochemical, and molecular aspects both in confined and/or in vitro environment (Fig. 1).
Light as a source of energy for plants and an environmental signal
Light is an important environmental factor which is essential for photosynthesis and affects the growth and development of plants starting from seed germination to flowering or fruit production. Earth’s climate system is driven by the terrestrial sunlight, which consists of ultraviolet (UV) radiation (100–400 nm), visible light (400–700 nm), and infrared radiation (700–1000 nm) (Taylor et al. 2022; Wong et al. 2020; Rehman et al. 2017; McCree 1971). Each range of light wavelengths can persuade certain responses in plants (Bayat et al. 2018). Light affects the plants in different ways for instance, by light duration, light intensity, and light quality (Wong et al. 2020). However, plant pigments (Fig. 2) can only absorb photosynthetically active radiation which is visible light spectrum required for photosynthesis (McCree 1971). Plants sense light by photoreceptors, which are made up of a protein linked to a pigment called a chromophore. Absorption of light in chromophore causing a change in protein shape modifies its activity and initiated a signaling pathway to elicit a change in growth habit or development. Research advances in this field are necessary to know how plant photoreceptors act under narrow band light? Which looks to be different from normal light environment (Kochetova et al. 2023).
Morpho-physio-biochemical responses of plants to different colors of light
Monochromatic red light
Red light is useful for plants to produce chlorophyll and an energy source for photosynthesis to promote the growth (Table 1). A plethora of research reported essential role of red light in chlorophyll production and photosynthesis. For instance, red light (660 nm) showed higher quantum efficiency in terms of photosynthetic rate in Fragaria ananassa L. leaves (Yanagi et al. 1996). Red light enhanced the chlorophyll content, net rate of photosynthesis, and the Fv/Fm ratio in senescing grape leaves (Wang et al. 2016). Red light increased chlorophyll a/b ratio in Asplenium (Leong et al. 1985). However, a comprehensive influence of red light on photosynthesis is observed as it increases photosynthesis by improving total chlorophyll in leaves while suppressing photosynthesis by inhibiting carbohydrate transport from source (leaves) to sink (Dou et al. 2017; Bondada and Syvertsen 2003). In contrast to far-red light, red light activated the phytochromes (Cosgrove 1981). Wavelengths of red light also promote seed germination, growth of stems, flowering, and fruiting (Fan et al. 2013; Rehman et al. 2020). Generally, plants under red light treatment have longer roots and larger leaf areas as it stimulates cell division and expansion (Dou et al. 2017). The maximum dry-mass in broccoli (Brassica oleracea L.) seedlings was produced under red light (Pardo et al. 2014). Compared with control, red light significantly improved plant growth, biomass, chlorophyll content, and photosynthesis in ramie (Boehmeria nivea L.) (Rehman et al. 2020) and rapeseed (Brassica napus L.) (Saleem et al. 2020) grown under greenhouse conditions. Red light can support growth of stem in Norway spruce (Picea abies L.) seedlings by regulating GAs biosynthesis (Ouyang et al. 2015). Red light stimulates division of cells and expansion. In addition, red light favors stem and root elongation in tomato (Solanum lycopersicum) seedlings (Wu et al. 2014).
Monochromatic blue light
How much blue light is necessary for different plant species is an important aspect for research on crop plants. Ouzounis et al. (2014) reported that blue light wavelength has a comparatively little influence on single leaf photosynthetic process; however, it was stated that increasing proportion of blue light can increase the photosynthetic capacity of leaves (Graham et al. 2019; Hernández and Kubota 2016; Terfa et al. 2013). Available literature showed more effectiveness of blue light than red light to suppress shoot or leaf elongation in different plant species (Kong et al. 2012; Cosgrove 1994). Thus, elongation could be promoted as shade avoidance response using pure blue light; however, these effects may vary among different plant species (Johnson et al. 2020). Blue light encourages root growth and photosynthetic activity to support vegetative growth (Table 1). Usually, blue light is used to promote seedling growth, where flowering is not required. In a previous study on tomato, the stem elongation was found to be dependent on blue light quantity (Naya et al. 2012). Similarly, in a study, an increase of 5 to 20% in blue light resulted in increased leaf thickness and photosynthesis (Terfa et al. 2013). Furthermore, in cucumber, blue light proportion up to 50% at higher light intensity increased its photosynthetic potential (Hogewoning et al. 2010). In another study, blue light proportion up to 10% increased leaf area and dry weight (Hernández and Kubota 2016). Similarly, some characteristics for radish and soybean are superiorly predicted using blue light (Cope and Bugbee 2013). Blue light enhanced chlorophyll a/b ratio and improved photosynthetic rate/unit of leaf area (Li and Kubota 2009). Blue light significantly improved gaseous exchange in industrial hemp plants and increased the shoot fresh weight, dry weight, leaf number, stem diameter, root length, and chlorophyll content by 15%, 27%, 14%, 10%, 7%, and 7%, respectively (Cheng et al. 2022).
Blue light plays a key role in several plant processes during growth and development, including chlorophyll synthesis (Naznin et al. 2019b), photomorphogenesis and phototropism response (Christie 2007; Saebo et al. 1995; Senger 1982), stomatal opening or stomatal conductance and photosynthesis (Matthews et al. 2020; Inoue and Kinoshita 2017; Hernández and Kubota 2016), water relations and CO2 exchange (Bula and Zhou 2000), and stem or leaf elongation (Matsubara et al. 2005). Blue light gives feasible strategy for artificially regulating indican synthesis and flowering in Polygonum tinctorium L. (Nakai et al. 2020). In contrast, few studies reported inhibitory or suppressive roles of blue light in different plant species for example, Dou et al. (2017) reported that blue light restrain cell division and extension growth which results in plants with smaller leaf area. Nissim-Levi et al. (2019) investigated the growth and flowering in Chrysanthemum morifolium under different light quality and duration of day length illumination and their results revealed that overnight blue light illumination inhibited flowering in Chrysanthemums.
Monochromatic green light
Green light can play a key role in plant development but its significance in photo-biology was neglected previously. However, research of present era realized that green light also deserves attention (Zhang et al. 2022). Green light wavelength penetrates deeper into canopy and excites the chlorophyll deeper into leaf tissue (Liu and van Iersel 2021; Smith et al. 2017; Snowden et al. 2016; Wang and Folta 2013; Sun et al. 1998). It has been observed that some of the green light is important in photosynthesis processes as well as plant growth and development (Kusuma et al. 2021; Kaiser et al. 2019; Snowden et al. 2016; Terashima et al. 2009; Folta and Maruhnich 2007). Blue light and red light drive carbon dioxide (CO2) fixation for most of the parts in upper palisade mesophyll, whereas green light drives CO2 fixation in the lower palisade (Sun et al. 1998). Therefore, after the saturation of upper parts of canopy and leaves by red and blue lights, the additional green light could be of use to enhance plant photosynthesis (Nishio 2000). Low light response to green light suggests that it may possibly involve in growth adaptation under foliage or within the close proximity of other plants. However, Wang and Folta (2013) reported an opposed response of plants under green light to those of blue and red wavebands.
Green light is useful to drive photosynthesis in plants (Kusuma et al. 2021; Terashima et al. 2009), and it affects processes in plants via cryptochrome dependent as well as cryptochrome independent ways (Folta and Maruhnich 2007). Plants can utilize green light to fine tune the efficacy of whole canopy and to optimize stomatal aperture (Smith et al. 2017). Green light can regulate morphology of cells, tissues and organs, growth, respiration, photosynthesis, and the duration of plant ontogenesis stages (Golovatskaya and Karnachuk 2015). Green light increases plant defense to biotic or abiotic stresses by triggering specific gene expression (Nagendran and Lee 2015). Green light significantly improved leaf photosynthesis and shoot dry biomass in Lactuca sativa L. (Johkan et al. 2012). Presence of green light resulted shade symptoms in Arabidopsis thaliana. Furthermore, an unknown sensor for light and cryptochrome receptors contributed in acclimation to green environment (Zhang et al. 2011). Due to deep penetration of green light, it increases sweet pepper fruit weight and dry matter content (Lanoue et al. 2022). Addition of green light or partial replacement of other spectra with green light caused an increase in biomass production in basil, tomato, and lettuce (Schenkels et al. 2020; Kaiser et al. 2019; Kim et al. 2004a). Green light can affect the chlorophyll phytyl chain saturation level (Materová et al. 2017). Introducing green light can increase mesophyll conductance and maintain high photosynthetic potential under drought stress (Bian et al. 2021, 2019). Supplementing green light enhanced photosynthetic capability by increasing net photosynthesis rate, maximum photo-chemical efficiency, electron transport for C fixation, and content of chlorophyll, but decreased hydrogen per oxide (H2O2) and malondialdehyde (MDA) accumulation by enhancing SOD and APX activities (Bian et al. 2018). Liu and Iersel (2021) investigated photosynthetic physiology of red, blue, and green lights. Their results showed that at low PPFD, green light showed lowest photosynthetic efficacy due to its low absorptance. Contrarily, at high PPFD, QYinc [gross CO2 assimilation (Ag)/incident PPFD] was among the maximum, possibly resulting from uniformly distributing green light in the leaves. Compared to monochromatic blue light or monochromatic red light treatments, green light showed higher leaf area and lower specific leaf weight (mg cm−2) in shoots of pepper plant (Claypool and Lieth 2020). A previous study of metabolic reprogramming in leaf lettuce under varying light intensity and quality showed that energy transmitted by green light could be useful to create a balance between the production of plant biomass and defense-related secondary metabolites. (Kitazaki et al. 2018). Green light enhanced the chlorophyll and soluble sugar, protein, and starch content in tomato (Ma et al. 2015). However, in another study, the tomato plants grown at 40% G along with 35% R and 25% B light exhibited a reduced net Pn, and consequently, a decreased dry biomass accumulation (Trojak et al. 2022).
Dichromatic red and blue light
Light is necessary for photosynthesis, and each pigment can absorb a specific wavelength from visible light (Fig. 2). Light modulation in terms of quality deeply influences plant morphogenesis, photosynthesis, and growth (Vitale et al. 2021). Several review works available in the literature consider the effect of combined spectra in eliciting morpho-physiological and biochemical responses of plants (Table 2). In general, specific spectra are more encouraging for normal growth and development of plants (Alrifai et al. 2019), such as red and blue lights (Li et al. 2021b; Lee et al. 2014). The absorption percentage of red or blue light in the plant leaves is about 90% (Terashima et al. 2009). Therefore, plant development and physiology are strongly influenced by the light spectrum of the growth environment (Whitelam and Halliday 2007). Red and blue lights significantly improved plant growth, photosynthetic pigments, total conductance to H2O vapor and CO2, maximum quantum yield of photosystem (PS)II, apparent electron transfer chain, and net photosynthesis in grape (Vitis vinifera L.) seedlings (Dong et al. 2023). Composite red and blue light improved Paris polyphylla growth (Li et al. 2023). Similarly, previous research revealed that red blue lights in combination affected plant growth, pigment contents, antioxidative defense system, and accumulation of volatile compounds in Aeollanthus suaveolens (Araújo et al. 2021), micropropagated Urtica dioica L. plantlets (Coelho et al. 2021), and Lippia rotundifolia Cham (De Hsie et al. 2019) under in vitro environments. Phytochromes and cryptochromes are the two photoreceptor systems that mediate elongation growth in the plants. Phytochromes are activated by red light, while cryptochromes are the blue light receptors (Cosgrove 1981). Monochromatic red light, monochromatic blue light, or their combination can promote photosynthesis and final production. Red and blue lights in combination can excite photoreceptors in an efficient way, thus increase the plant growth and photosynthesis as compared to monochromatic red light or monochromatic blue light (Spalholz et al. 2020). Blue and red lights in equal quantities are more useful for higher fresh and dry biomass production in upland cotton (Li et al. 2010). Similar findings with blue and red lights (1:1) were also recorded under in vitro plant cultures of banana (Nhut et al. 2003a), strawberry (Nhut et al. 2003b), and chrysanthemum (Kim et al. 2004b). Similarly, combined exposure of red and blue lights was favorable for the growth and development of eggplant (Solanum melongena L.) seedlings (Di et al. 2021) and frigo strawberries (Samuolienė et al. 2010). Similarly, Hung et al. (2015) reported that 70% red with 30% blue light is effective in strawberry culture systems. Mixed blue, red, and white lights of peak outputs in blue and red regions with supplemental broad spectral energy (500–600 nm) caused improvements in lettuce plant growth, development, and nutritional quality (Lin et al. 2013).
Quality of light plays an important role in the processes of photosynthesis, and its energy inevitably modulates the photosynthetic processes. Furthermore, light quality alters the structure and function of chloroplasts in leaves (Albertsson 2001). Shaver et al. (2008) analyzed the influence of light on the amount of chloroplast DNA in Medicago truncatula during development and found that cpDNA declined under white and blue light whereas remained constant under red light. Red and blue lights affect the primary barley leaf physiology in terms of ATP and ADP contents (Bukhov et al. 1995). Zhang et al. (2010) reported that red and blue light supports normal development of chloroplasts in tomato leaves. Maximum photosynthetic rate, high pigment content, and superior growth characteristics in tomato plantlets were recorded at red to blue (10:01) light ratio (Naznin et al. 2019a). Combined red and blue light increased the growth and phenolic acid contents of Salvia miltiorrhiza Bunge (Zhang et al. 2020). Red blue binary light with intensity of 1000 μmol m−2 s−1 resulted in the highest energy sustainable anthocyanin production in Eruca sativa (Mill) Thell plants (Veremeichik et al. 2023). Furthermore, combined red blue light showed highest aliphatics in cabbage (Demir et al. 2023). Ratio of red to blue light affects cannabinoid metabolism in medical cannabis (Cannabis sativa L.) and blue-rich light stimulated CBGA accumulation (Danziger and Bernstein 2021). Meanwhile, Lalge et al (2017) reported that full spectrum of light influences C. sativa growth and development better than combined blue red lights.
Combined red-blue-green light
Red and blue lights pose great influences on the growth of plants because of their high quantum yield of CO2 assimilation per mole of photons during photosynthesis (Liu and Iersel 2021), and the action spectra have action maxima in blue and red wavelength ranges (Kasajima et al. 2008). However, photosynthetically active radiation including and red (600–699 nm), blue (400–499 nm), and green (500–599 nm) wavelengths designates spectral range offering light energy for photosynthesis, consequently affecting the plant biomass production (Kozai et al. 2015). Green light wavelengths also induce variable responses in photosynthesis and plant morphogenesis (Johkan et al. 2012). For instance; O. basilicum grown in red, green, and blue (4:1:1) light treatment showed high photosynthesis, high quantum yield, and photosynthetic electron transport (Lin et al. 2021). Then, 30 µmol m−2 s−1 of red and blue light supplemented with green light improved the growth and yield of lettuce (Razzak et al. 2022). However, supplementary green light at 76 µmol m−2 s−1 and 129 µmol m−2 s−1 reduced fresh biomass in lettuce (Kim et al. 2004a). According to Claypool and Lieth (2020), red, blue, and green light wavelengths caused higher shoot dry weight accumulation and plant compactness in pepper seedlings. A red-to-blue spectrum partially replaced by green light can improve plant biomass up to 6.5% (Kaiser et al. 2019). Meng et al. (2019) reported that substituting green light or far-red light for blue light triggers shade avoidance and accelerates plant growth while reducing pigment concentration. According to Bian et al. (2016), 24 h continuous red blue LED light with green light exposure could be applied to reduce nitrate content and to improve lettuce quality. Green light exposure results in high number of leaves, stem diameter, and higher sodium content in okra (Degni et al. 2021). Quantum yield response of absorbed light is as red > blue > green under 400–700 nm radiation ranges. Inclusion of 24% green light (500 to 600 nm) to red and blue LEDs improved the plant growth (Kim et al. 2004c). Supplementation with green light significantly enhanced nitrite reductase (NiR), nitrate reductase (NR), glutamate synthase (GOGAT), and glutamine synthetase (GS) activities, compared with red and blue LEDs. Furthermore, supplementary green light efficiently promote nutritional quality of plants by maintaining higher net photosynthesis and photochemical efficiency (Bian et al. 2018). However, in a previous study, inclusion of green light decreased shoot biomass in basil and brassica species compared with the plants, grown under combined red and blue light (Table 3) (Dou et al. 2020).
Molecular responses of plants to red, blue, and green light
Plant growth is modulated by different photoreceptors, including phytochromes and cryptochromes (Zhu and Lin 2016). Several insights are being discovered with respect to molecular regulation of plant processes in relation to spectrum, intensity, photoperiod, and light timing. For instance, in a recent study, Zhou et al. (2023) observed expression levels of photosynthesis-related genes in Cassava seedlings under different light quality and found that MeLHCA1, MeLHCA3, MePSB27-2, MePSBY, MePETE1, and MePNSL2 in leaves were at their lowest under red light treatment, while MePSB27-2, MePSBY, MePETE1, and MePNSL2 were at their highest after blue light. Red light promoted starch accumulation in Spirodela polyrhiza L., but the high content of protein under blue light was linked with the upregulation of most differentially expressed genes (DEGs) enriched for specific GO terms and KEGG pathways (Zhong et al. 2022). Sucrose at 100 mM in the presence of red light wavelengths or blue light wavelengths could promote detached ripening of strawberry through positive regulation of abscisic acid (ABA) signaling and negative regulation of auxin signaling (Jiang et al. 2023). In another study on tomato plant, Bian et al. (2021) revealed that bZIP transcription factor-HY5 played a very important role in drought response under green light and other transcription factors, and WRKY46 and WRKY81 could be involved for the stomatal aperture regulation and ABA accumulation. Liu et al. (2020) evaluated the effectiveness of supplementary green, white, and yellow light added to red-blue and sole white light on the growth and photosynthesis of rapeseed seedlings. Compared with red-blue light, in total, 449, 367, 813, and 751 DEGs were identified under supplementary green, yellow, and white and sole white light, respectively. The transcriptomic analysis showed more distinctive effects of supplementary green light to enhance photosynthesis and plant growth. In another study, partial replacement of red light and blue light with green light increased drought tolerance in cucumber seedlings via upregulated CsGAD2 expression and improved GABA synthesis which further downregulated CsALMT9 expression, induced stomatal closure, enhanced H2O use, and consequently lessen the effects of drought (Ma et al. 2022). Blue light played a constructive role in lignin biosynthesis by the activation of transcription of lignin biosynthesis-related genes in ornamental bromeliad Neoregelia ‘Fireball’ plants (Shi et al. 2023). Dong et al. (2023) investigated grapevine morphology under red, blue, green, and white (control) light using multivariate sequencing analysis. The results of analysis showed 1065 metabolites (in total), 318 were negative, and 747 were positive. Kyoto Encyclopedia of Genes, Gene ontology, and Genome analyses showed that various DEGs were related to secondary metabolites biosynthesis of such as flavonols, flavones, and alkaloids, and metabolic and phenylpropanoid pathways. In addition, WRKY (29 DEGs), NAC (31 DEGs), bHLH (32 DEGs), and MYB (37 DEGs) transcription factors were reported. Furthermore, the genes such asPsaD, PsaO, PsbB, PetC, PetE, PetF, PetH, PetJ, and Lhca played essential roles in photosynthesis. Weighed gene correlation network analysis found 4 metabolites, 7 module relationships, 14 structural genes, and 36 transcription factor-related genes. In a recent study on the photosynthetic capacity and fruit quality of ‘Yanli’ strawberry grown in a solar greenhouse, Wang et al. (2023) found differentially expressed genes between red/blue light (R/B = 4:1) before sunrise and after sunset supplementation and control by RNA-seq, including sucrose metabolism-related genes (SWEET9/BAM1) and light-responsive genes (PRR95/LHY/CDF3/CO16/bHLH63/BBX21/PAR1/SIGE).
Insect, pest, and disease control using red and blue light
Being a source of electromagnetic radiation energy from sun, light plays an important role to regulate plant growth, development, and other cellular processes. Biotic stress due to insects or pests plays a critical role in loss of crop production worldwide (Manosathiyadevan et al. 2017). Thus, plant protection measures are inevitable. Besides direct killing methods for pathogens in crops, environmental light could also play a significant role to regulate plant resistance to defend against pathogen invasion (Wang et al. 2022c). Research revealed the benefits of using different specific light bands to promote plant defense against pathogens, infections, or herbivore infestation (Balamurugan and Kandasamy 2021). Normally, red light influences plant defense mechanisms and enhances plant resistance to different pests and diseases (Gallé et al. 2021) and root-knot nematodes (Yang et al. 2018); however, the molecular mechanisms still need to study in depth. In a previous study, Gallé et al. (2021) investigated the influence of red light on biotic stress responses in plants to fungi, bacteria, viruses, and nematodes. Their results evidenced the changes in levels of salicylic acid which could benefit plants to survive infections. Chen et al. (2015) assayed the influence of different light quality on interaction of Nicotiana tabacum and cucumber mosaic virus (CMV). The Western blotting and quantitative real-time polymerase chain reaction (QRT-PCR) based analysis revealed that red light and blue light can delay the symptom expression and CMV replication on N. tabacum. Yang et al. (2015) investigated diurnal variations in tomato resistance to Pseudomonas syringae pv. tomato DC3000. Analysis of RNA sequencing data showed red light induced set of circadian rhythm-related genes contributed in the phytochrome and salicylic acid (SA) regulated response to resistance. Thus, salicylic acid-mediated signaling pathways contribute red light induced resistance to pathogens. Red and blue light treatment of detached leaves caused stilbenic compound accumulation and the differential expression of the genes which are involved in response to defense and inhibited lesion development of Grey mold (Ahn et al. 2015). Being an environmental catalyzer red light encourages mutualism of whitefly begomovirus by stabilizing βC1, which interacts with PIFs transcription factors. PIFs positively control the plants defense to whitefly (Zhao et al. 2021). Light wavelength significantly affected the induction of tree-top disease in Helicoverpa armigera 3rd instar larvae infected with HearNPV (Bhattarai et al. 2018). Blue light application could be a pest control approach by adjusting the wavelength to target specific developmental stages. Conopomorpha sinensis Bradley larvae can bore into fruit, damage flowers, tender shoots, and leaves. However, blue and green light treatment at 460 and 520 nm can reduce its activity, fecundity, and damage rate (Fang et al. 2023). Specific light spectrum can affect the plant feeding arthropod behavior and their carnivorous enemies directly or through variations in plant morpho-physiology (Lazzarin et al. 2021). Fruits under supplemental red light could have higher tolerance to Botrytis cinerea thus reducing agrochemical inputs (Lauria et al. 2023a, 2023b). Exposure of green light during night on litchi production can reduce the activities of C. sinensis and pesticide usage (Fang et al. 2023).
Light traps may also be used to control insect related problems in crops. Balamurugan and Kandasamy (2021) investigated the effectiveness of a portable solar-powered LED light trap (red-630 nm, blue-470 nm, green-525 nm, and ultraviolet-405 nm) for monitoring insect pests in groundnut crop during autumn for 15 days. The results showed that the ultraviolet (405 nm) trap captured maximum number of insects and the red (630 nm) trap captured minimum number of insects but the attraction of Amsacta albistriga to red (630 nm) trap was higher as compared to blue (470 nm) and green (525 nm) traps. Furthermore, some hemipteran species exhibit a mechanism of blue green opponency in which high blue light causes repellence (Stukenberg and Poehling 2019). In another study, use of red light reduces the attraction of melon thrips Thrips palmi (Thysanoptera: Thripidae) towards plants (Murata et al. 2018). It was observed that the adult lepidopteran insects were attracted towards blue light or light of shorter wavelengths (Castrejon and Rojas 2011). Furthermore, Bantis et al. (2020) disclosed that bichromatic red and blue LED light can increase grafted watermelon seedling vegetative growth during healing. Utilization of different colored cladding materials that optically repel or arrest pests can also boost crop protection and reduce the insecticide uses especially for tomato and pepper crops (Ilić and Fallik. 2017). For example, blue color net is known to attract thrips (Ben-Yakir et al. 2012). Above reports showed that the application or supplementation of red and blue light in greenhouses could be effective in reducing insects, pests, and diseases, while at the same time benefiting crop production.
Vegetable production and fruit quality using red, blue, and green light
Rising food demands under global population pressure are a serious threat to food security (Carthy et al. 2018). Present conditions pointed out that food demand might be doubled up to 2050 (de Fraiture et al. 2007). Consequently, adaptation of scientific or technical developments in agriculture is very important for food security to feed the growing population (Odegard and van der Voet 2014). Díaz-Galián et al. (2021) tested the effects of red and blue light combinations on strawberry production and concluded that increasing red and blue lights improved strawberry production and fruit quality. Blue light could be a significant factor that modulate growth and development and biochemical properties of tomato hp mutants, thereby affecting nutritional characteristics, shelf life, and product quality (Vereshchagin et al. 2023). Wei et al. (2023) studied the effects of red, blue, yellow, and white light wavelengths on anthocyanin biosynthesis gene expression and fruit quality in blueberry (Vaccinium corymbosum). Their results showed that maximum fruit weight, fruit height, and fruit width were recorded under blue and white light treatments. Red light (150–200 μmol m−2 s−1) increases the height of lettuce (Chen et al. 2021a), Chinese cabbage (Brassica campestris L.) (Fan et al. 2013), and soybean seedlings (Fang et al. 2021). Combination of red light (30%) and blue light (70%) at 100 µmol m−2 s−1 improved plant height, diameter of stem, number of leaves, internode distance, fresh and dry, and shoot and root biomass in passion fruit (Passiflora edulis) seedlings (Liang et al. 2021). According to Tang et al. (2020), red blue green spectrum significantly increased the growth, gas exchange, and antioxidant activities of tomato, radish, and lettuce. Blue light addition in red LEDs increased the growth attributes, photosynthetic pigments, and antioxidant capacity in sweet pepper, basil, kale, spinach, and lettuce (Naznin et al. 2019b). Moreover, different light spectra also affect the nutritional quality of the different species. Orlando et al. (2022) tested the effects of different spectrum of light wavelengths and irradiance levels on the growth, yield, and nutrition quality of four vegetables (China rose radish, chicory, alfalfa, and green mizuna) and two flowers (celosia and French marigold) of microgreens species. Their results revealed that addition of green light at 340 µmol m−2 s−1 in the red-blue light increases growth in terms of dry biomass production and bioactive phytochemical accumulation in microgreen species. Supplemental red light enhanced plant productivity and “photomodulates” quality of strawberry fruits (Lauria et al. 2023a).
Bedsides LED lights, Dissanayake and Wekumbura (2021) proposed that green and red shading on tomato plant is more favorable for the healthy lycopene rich fruit production. In addition, the vegetables produced under red nets retained high content of phytochemicals (Ilić and Fallik 2017). Significantly higher vitamin C content was recorded in greenhouse pepper integrated with red shade net (Milenković et al. 2012). Previous studies reported that red and pearl photo selective nets make favorable growing conditions for plants and produce fruits with thicker pericarp in sweet pepper (Ilić et al. 2017) and in tomato (Ilić et al. 2015). The photo selective red screen promoted plant growth and increase (about 4%) in the commercial fruit yield of sweet pepper, when grown in Midwest climatic conditions of Brazil (Santana et al. 2012).
The vibrant light spectra can offer benefits of improved growth and production in high value production systems (Dieleman et al. 2019). Furthermore, different LED wavelengths can induce the synthesis of bioactive compounds, which in turn can improve the nutritional quality of crops (Hasan et al. 2017). For instance, LED lighting during carrot sprouting improved the synthesis of health-promoting compounds (Martínez-Zamora et al. 2021). Exposure of red and blue mix light (70 μmol m−2 s−1) induced the synthesis of carotenoids, starch, sucrose, glucose, and fructose in Doritaenopsis hort (Shin et al. 2008). Exposure of red light or blue light at 50 μmol m−2 s−1 induced sugar and starch synthesis in vitis root-stock (Heo et al. 2006; Poudel et al. 2008). New techniques to adjust light quality should be conveyed to the vegetables and fruits producing farmers also. Moreover, post-harvest LED treatment has increased the accumulation of vitamins, chlorophyll, carotenoids, phenolic compounds, glucosinolates, and total soluble solids (Nassarawa et al. 2021). Thus, future studies on the light manipulation are essential to get more sustainable and demand oriented vegetables or fruits (Table 4).
Heavy metal phytoremediation using red, blue, and green light
With the development of industry and modern agriculture, more toxic chemicals are released into the environment (Shen et al. 2022). Heavy metals can alter soil chemical properties, physical structure, and biological system, as a result, reduce the soil fertility and enzyme activities (Cameselle et al. 2013). Plant-based soil remediation methods are environment friendly, applicable, and may be considered as a sustainable approach for heavy metal removal from contaminated soils (Raj and Singh 2015; Rehman et al. 2023). Light is increasingly used as a physical trigger in agriculture and studies reported changes in heavy metal contents in different plant tissues under different light spectra (Xie et al. 2023; Marques et al. 2018). For instance, red and blue light combined in different ratios improved phytoremediation potential of Noccaea caerulescens and Eucalyptus globulus L. for Pb, Cd, and Cu and alleviated the leaching risk (Luo et al. 2020, 2019a, 2019b). Red light significantly increased Zn and Cu extraction ability of Chlorella vulgaris L. (Kwon et al. 2017). Xie et al. (2023) suggested that 20% red, 70% blue, and 10% green trichromatic light significantly increase Cd extraction, hence improving the phytoremediation of Cd by Bidens pilosa L. Zafar et al. (2020) studied metallic nanoparticles (ZnO NPs) for their optimistic and pessimistic influence on Brassica nigra (Linn.) Koch plant growth and physiological indices under varied light regimes. According to their results, different spectral lights affect ZnO NP toxicity. The HPLC analysis showed that chlorogenic acid (CGA) upregulated under NP effects in red and white light, whereas quercetin increased under NP stress in the blue light. Chen et al. (2021b) reported that the phytoremediation efficiency of A. thaliana could benefit from combinations of blue and red light. Red and blue lights enhance Cd stress tolerance in rice seedlings (Sebastian and Prasad 2014). Yellow light with combined spectra of blue and red light improved Cd decontamination effect of A. thaliana, consequently increasing the Cd phytoextraction ability of A. thaliana. In another previous study, Kwon et al. (2017) reported that phytoremediation using red LED (650 nm) and benthic microalgae showed potential as a new and environment-friendly method for the remediation of eutrophic coastal sediments. Thus, phytoremediation, using plants and the accompanying light wavelengths to clean up contaminants in the soil, could be a suitable solution for heavy metals polluted soil.
Challenges to eco-friendly lighting
Sunlight serves as a major resource of energy for crops, and light intercepted by plants in natural environment fluctuates and is much complicated. Artificial or supplementary lighting is a competent stratagem to get full benefit of spectral compositions during crop production (Liu et al. 2022). Thus, artificial or supplementary lights have gained vast popularity for indoor farming as an innovative experimental platform to find out the regulatory mechanisms of light on morpho-physiological, biochemical, and molecular responses of plants. These lights, for example, LEDs are environment friendly and offer several advantages including energy savings, target spectrum, and fast harvest cycle (Bula et al. 1991). Despite numerous benefits of artificial lighting, there are few challenges such as (i) one of the main challenges is that artificial lights can increase temperature in experimental environment. Although LEDs produce less heat as compared to other grow lights, but they do produce heat that can push the greenhouse above the ideal temperature for growing plants. Thus, it will increase the air conditioning cost associated with keeping experimental conditions at the ideal temperature. (ii) Higher upfront cost is another drawback associated with LED grow lights and can be prohibitive especially for small-scale farmers in developing countries. Solutions could lie in scaling up production, government subsidies, or developing cost-effective LEDs that do not compromise the quality. (iii) Limited light penetration into the densely grown crops canopies. However, artificial grow light manufacturers tried to come up with solutions to increase the penetration of artificial light for example, by changing the designs of grow lights and by adjusting the spectrum. All of the above issues can be solved by the introduction of advanced technologies in lighting in the controlled production systems. In essence, the future of artificial lighting in agriculture hinges on the synergy between innovation and responsibility. While the potential benefits are vast, they must be pursued with an unwavering commitment to safety, sustainability, and inclusivity. As the nexus between artificial LED lighting and agriculture strengthens, it promises to revolutionize farming and food production in the coming decades.
Summary and future prospects
Evidences presented in this study proved the effectiveness of red, blue, and green light wavelengths for plant growth and development. Although monochromatic red, blue, or green light wavelengths or their combinations have been applied to different plants in the greenhouses. However, studies on these spectra still are not informative enough for crop production and application of these spectra are yet to design for large-scale crop production. Future studies should focus on how red, blue, and green light spectral composition influences crop growth, secondary metabolism, fruit quality and storage, plant defense, behavior of insect/pest, and disease control.
Data availability
Not applicable.
References
Affandi FY, Prayoga T, Ouzounis T, Giday H, Verdonk JC, Woltering EJ, Schouten RE (2022) Additional blue LED during cultivation induces cold tolerance in tomato fruit but only to an optimum. Biology 11:101. https://doi.org/10.3390/biology11010101
Agarwal A, Gupta SD (2016) Impact of light-emitting diodes (LEDs) and its potential on plant growth and development in controlled-environment plant production system. Curr Biotechnol 5:28–43
Ahn SY, Kim SA, Yun HK (2015) Inhibition of Botrytis cinerea and accumulation of stilbene compounds by light-emitting diodes of grapevine leaves and differential expression of defense-related genes. Eur J Plant Pathol 143:753–765. https://doi.org/10.1007/s10658-015-0725-5
Ajdanian L, Babaei M, Aroiee H (2019) The growth and development of cress (Lepidium sativum) affected by blue and red light. Heliyon 27:e02109. https://doi.org/10.1016/j.heliyon.2019.e02109
Albertsson PA (2001) A quantitative model of the domain structure of the photosynthetic membrane. Trends Plant Sci 6:349–354
Alrifai O, Hao X, Marcone MF, Tsao R (2019) Current review of the modulatory effects of led lights on photosynthesis of secondary metabolites and future perspectives of microgreen vegetables. J Agric Food Chem 67:6075–6090. https://doi.org/10.1021/acs.jafc.9b00819
Appolloni E, Orsini F, Pennisi G, Gabarrell Durany X, Paucek I, Gianquinto G (2021) Supplemental LED lighting effectively enhances the yield and quality of greenhouse truss tomato production: results of a meta-analysis. Front Plant Sci 12:596927. https://doi.org/10.3389/fpls.2021.596927
Appolloni E, Pennisi G, Paucek I, Cellini A, Crepaldi A, Spinelli F, Gianquinto G, Gabarrell X, Orsini F (2023) Potential application of pre-harvest LED interlighting to improve tomato quality and storability. Postharvest Biol Technol 195:112113. https://doi.org/10.1016/j.postharvbio.2022.112113
Araújo DX, Rocha TT, de Carvalho AA, Bertolucci SKV, Medeiros APR, Ribeiro FNS, Barbosa SM, Pinto JEBP (2021) Photon flux density and wavelength influence on growth, photosynthetic pigments and volatile organic compound accumulation in Aeollanthus suaveolens (Catinga-de-mulata) under in vitro conditions. Ind Crops Prod 168:113597. https://doi.org/10.1016/j.indcrop.2021.113597
Arsenault EA, Yoneda Y, Iwai M et al (2020) The role of mixed vibronic Qy-Qx states in green light absorption of light-harvesting complex II. Nat Commun 11:6011. https://doi.org/10.1038/s41467-020-19800-y
Azuma, A., Ito, A., Moriguchi, T., Yakushiji, H., Kobayashi, S., 2012. Light emitting diode irradiation at night accelerates anthocyanin accumulation in grape skin. Acta Horticulturae 956, 341–347. https://doi.org/10.17660/ActaHortic.2012.956.39.
Balamurugan R, Kandasamy P (2021) Effectiveness of portable solar-powered light-emitting diode insect trap: experimental investigation in a groundnut field. J Asia-Pacific Entomol 24:1024–1032. https://doi.org/10.1016/j.aspen.2021.09.013
Bantis F, Koukounaras A, Siomos AS, Fotelli MN, Kintzonidis D (2020) Bichromatic red and blue LEDs during healing enhance the vegetative growth and quality of grafted watermelon seedlings. Sci Hortic 261:109000. https://doi.org/10.1016/j.scienta.2019.109000
Batista DS, de Castro KM, da Silva AR et al (2016) Light quality affects in vitro growth and essential oil profile in Lippia alba (Verbenaceae) in vitro. Cell Dev Biol-Plant 52:276–282. https://doi.org/10.1007/s11627-016-9761-x
Bayat L, Arab M, Aliniaeifard S, Seif M, Lastochkina O, Li T (2018) Effects of growth under different light spectra on the subsequent high light tolerance in rose plants. AoB PLANTS 10:ply052. https://doi.org/10.1093/aobpla/ply052
Ben-Yakir D, Antignus Y, Offir Y, Shahak Y (2012) Colored shading nets impede insect invasion and decrease the incidences of insect-transmitted viral diseases in vegetable crops. Entomol Experim Applic 144:249–257
Bhattarai MK, Bhattarai UR, Feng J, Wang D (2018) Effect of different light spectrum in Helicoverpa armigera larvae during HearNPV induced tree-top disease. Insects 9:183. https://doi.org/10.3390/insects9040183
Bian Z, Cheng R, Wang Y, Yang Q, Lu C (2018) Effect of green light on nitrate reduction and edible quality of hydroponically grown lettuce (Lactuca sativa L.) under short-term continuous light from red and blue light-emitting diodes. Environ Exp Bot 153:63–71. https://doi.org/10.1016/j.envexpbot.2018.05.010
Bian Z, Wang Y, Zhang X, Grundy S, Hardy K, Yang Q, Lu C (2021) A transcriptome analysis revealing the new insight of green light on tomato plant growth and drought stress tolerance. Front Plant Sci 12:649283. https://doi.org/10.3389/fpls.2021.649283
Bian Z, Zhang X, Wang Y, Lu C (2019) Improving drought tolerance by altering the photosynthetic rate and stomatal aperture via green light in tomato (Solanum lycopersicum L.) seedlings under drought conditions. Environ Exo Bot 167:103844.
Bian ZH, Cheng RF, Yang QC, Wang J, Lu CG (2016) Continuous light from red, blue, and green light-emitting diodes reduces nitrate content and enhances phytochemical concentrations and antioxidant capacity in lettuce. J Am Soc Hortic Sci 141:186–195
Bondada BR, Syvertsen JP (2003) Leaf chlorophyll, net gas exchange and chloroplast ultrastructure in citrus leaves of different nitrogen status. Tree Physiol 23:553–559
Bukhov NG, Bondar VV, Drozdova IS (1995) Long-term effects of blue or red light on ATP and ADP contents in primary barley leaves. Planta 196:211–216. https://doi.org/10.1007/BF00201376
Bula RJ, Morrow RC, Tibbits TW, Barta DJ, Ignatius RW, Martin TS (1991) Light-emitting diodes as a radiation source for plants. HortScience 26:203–205. https://doi.org/10.1007/BF000293
Bula RJ, Zhou W (2000) First fight of the astroculture (TM) experiment as a part of the U.S. Shuttle/mir Program Adv Space Res 26:247–252
Cameselle C, Chirakkara RA, Reddy KR (2013) Electrokinetic-enhanced phytoremediation of soils: status and opportunities. Chemosphere 93:626–636. https://doi.org/10.1016/j.chemosphere.2013.06.02
Carthy UM, Uysal I, Badia-Melis R, Mercier S, O’Donnell C, Ktenioudaki A (2018) Global food security - issues, challenges and technological solutions. Trends Food Sci Technol 77:11–20. https://doi.org/10.1016/j.tifs.2018.05.002
Castrejon F, Rojas JC (2011) Behavioral responses of larvae and adults of Estigmeneacrea (Lepidoptera: Arctiidae) to light of different wavelengths. Fla Entomol 93:505–509
Chang S, Li C, Yao X, Chen S, Jiao X, Liu X, Xu Z, Guan R (2016) Morphological, photosynthetic, and physiological responses of rapeseed leaf to different combinations of red and blue lights at the rosette stage. Frontiers in Plant Science 7. https://www.frontiersin.org/articles/https://doi.org/10.3389/fpls.2016.01144
Chen LJ, Zhao FF, Zhang M, Lin HH, Xi DH (2015) Effects of light quality on the interaction between Cucumber Mosaic Virus and Nicotiana tabacum. J Phytopathol 163:1002–1013. https://doi.org/10.1111/jph.12408
Chen X, Li Y, Wang L, Guo W (2021a) Red and blue wavelengths affect the morphology, energy use efficiency and nutritional content of lettuce (Lactuca sativa L.). Sci Rep 11:8374. https://doi.org/10.1038/s41598-021-87911-7
Chen Y, Liang L, Chen D, Gan T, Cao M, Luo J (2021b) Alterations of amino acid concentrations and photosynthetic indices in light irradiated Arabidopsis thaliana during phytoextraction. Sustainability 13:7720. https://doi.org/10.3390/su13147720
Cheng X, Wang R, Liu X, Zhou L, Dong M, Rehman M, Fahad S, Liu L, Deng G (2022) Effects of light spectra on morphology, gaseous exchange, and antioxidant capacity of industrial hemp. Front Plant Sci 13:937436. https://doi.org/10.3389/fpls.2022.937436
Choi HG, Moon BY, Kang NJ (2015) Effects of LED light on the production of strawberry during cultivation in a plastic greenhouse and in a growth chamber. Sci Hortic 189:22–31. https://doi.org/10.1016/j.scienta.2015.03.022
Choi J, Bok G, Lee H et al (2020) Effect of red and blue LED ratio on growth and glucosinolate contents of watercress (Nasturtium officinale) in a plant factory. Hortic Sci Technol 38:474–486
Christie JM (2007) Phototropin blue-light receptors. Annu Rev Plant Biol 58:21–45. https://doi.org/10.1146/annurev.arplant.58.032806.103951
Claypool NB, Lieth JH (2020) Physiological responses of pepper seedlings to various ratios of blue, green, and red light using LED lamps. Sci Hortic 268:109371. https://doi.org/10.1016/j.scienta.2020.109371
Coelho AD, de Souza CK, Bertolucci SKV, de Carvalho AA, Santos GC, de Oliveira T, Marques EA, Salimena JP, Pinto JEBP (2021) Wavelength and light intensity enhance growth, phytochemical contents and antioxidant activity in micropropagated plantlets of Urtica dioica L. Plant Cell Tissue Organ Cult PCTOC 145:59–74. https://doi.org/10.1007/s11240-020-01992-2
Cope KR, Bugbee B (2013) Spectral effects of three types of white light emitting diodes on plant growth and development: absolute versus relative amounts of blue light. HortScience 48:504–509
Cosgrove DJ (1981) Rapid suppression of growth by blue light: occurrence, time course and general characteristics. Plant Physiol 67:584–590
Cosgrove DJ (1994) Photomodulation of growth. R.E. Kendrick, G.H.M. Kronenberg (Eds.), Photomorphogenesis in plants, Kluwer Academic Publishers, Dordrecht, The Netherlands 631–658.
Danziger N, Bernstein N (2021) Light matters: effect of light spectra on cannabinoid profile and plant development of medical cannabis (Cannabis sativa L.). Industrial Crops and Products Volume 164:113351. https://doi.org/10.1016/j.indcrop.2021.113351
de Fraiture C, Wichelns D, Rockstrom J, Kemp-Benedict E, Eriyagama N, Gordon LJ, Hanjra MA, Hoogeveen J, Huber-Lee A, Karlberg L (2007) Looking ahead to 2050: scenarios of alternative investment approaches.
De Hsie BS, Bueno AIS, Bertolucci SKV, de Carvalho AA, da Cunha SHB, Martins ER, Pinto J (2019) Study of the influence of wavelengths and intensities of LEDs on the growth, photosynthetic pigment, and volatile compounds production of Lippia rotundifolia Cham in vitro. J Photochem Photobiol B Biol 198:111577. https://doi.org/10.1016/j.jphotobiol.2019.111577
Degni BF, Haba CT, Dibi WG, Soro D, Zoueu JT (2021) Effect of light spectrum on growth, development, and mineral contents of okra (Abelmoschus esculentus L.). Open Agriculture 6:276–285. https://doi.org/10.1515/opag-2021-0218
Demir K, Sarıkamış G, Seyrek GC (2023) Effect of LED lights on the growth, nutritional quality and glucosinolate content of broccoli, cabbage and radish microgreens. Food Chem 401:134088. https://doi.org/10.1016/j.foodchem.2022.134088
Di Q, Li J, Du Y, Wei M, Shi Q, Li Y, Yang F (2021) Combination of red and blue lights improved the growth and development of eggplant (Solanum melongena L.) seedlings by regulating photosynthesis. J Plant Growth Regul 40:1477–1492. https://doi.org/10.1007/s00344-020-10211-3
Díaz-Galián MV, Torres M, Sanchez-Pagán JD, Navarro PJ, Weiss J, Egea-Cortines M (2021) Enhancement of strawberry production and fruit quality by blue and red LED lights in research and commercial greenhouses. S Afr J Bot 140:269–275. https://doi.org/10.1016/j.sajb.2020.05.004
Dieleman JA, De Visser PHB, Meinen E, Grit J, Dueck TA (2019) Integrating morphological and physiological responses of tomato plants to light quality to the crop level by 3D modeling. Front Plant Sci 10:839. https://doi.org/10.3389/fpls.2019.00839
Dissanayake P, Wekumbura C (2021) Effect of light colour spectrum from different sources on crop growth and phytochemical properties: with special reference to tomato (Solanum lycopersicum L.) under colour shading. In Book: Cutting-Edge Research in Agricultural Sciences 9:62–70. https://doi.org/10.9734/bpi/cras/v9/2303E
Dong T, Zhang P, Hakeem A, Liu Z, Su L, Ren Y, Pei D, Xuan X, Li S, Fang J (2023) Integrated transcriptome and metabolome analysis reveals the physiological and molecular mechanisms of grape seedlings in response to red, green, blue, and white LED light qualities. Environ Exp Bot 213:105441. https://doi.org/10.1016/j.envexpbot.2023.105441
Dou H, Niu G, gu M, Masabni J (2020) Morphological and physiological responses in Basil and Brassica species to different proportions of red, blue, and green wavelengths in indoor vertical farming. Journal of the American Society for Horticultural Science 145:1–12. https://doi.org/10.21273/JASHS04927-20
Dou HJ, Niu GH, Gu MM, Masabni JG (2017) Effects of light quality on growth and phytonutrient accumulation of herbs under controlled environments. Hortic 3:36
Fan X, Zang J, Xu Z, Guo S, Jiao X, Liu X, Gao Y (2013) Effects of different light quality on growth, chlorophyll concentration and chlorophyll biosynthesis precursors of non-heading Chinese cabbage (Brassica campestris L.). Acta Physiol Plant 35:2721–2726. https://doi.org/10.1007/S11738-013-1304-Z
Fang HH, Lee WL, Chiu KT, Ma HY, Yang SH, Hung CY, Chen HL, Tung CW, Tsai YC (2023) Irradiation with green light at night has great effects on the management of Conopomorpha sinensis and maintains favorable litchi fruit quality. Sci Hortic 312:111830. https://doi.org/10.1016/j.scienta.2023.111830
Fang L, Ma Z, Wang Q, Nian H, Ma Q, Huang Q, Mu Y (2021) Plant growth and photosynthetic characteristics of soybean seedlings under different LED lighting quality conditions. J Plant Growth Regul 40:668–678. https://doi.org/10.1007/s00344-020-10131-2
Folta KM, Maruhnich SA (2007) Green light: a signal to slow down or stop. J Exp Bot 58:3099–3111. https://doi.org/10.1093/jxb/erm130
Gallé Á, Czékus Z, Tóth L, Galgóczy L, Poór P (2021) Pest and disease management by red light. Plant Cell Environ 44:3197–3210. https://doi.org/10.1111/pce.14142
Golovatskaya IF, Karnachuk RA (2015) Role of green light in physiological activity of plants. Russ J Plant Physiol 62:727–740. https://doi.org/10.1134/S1021443715060084
Gong J, Zeng Y, Meng Q, Guan Y, Li C, Yang H, Zhang Y, Ampomah-Dwamena C, Liu P, Chen C, Deng X, Cheng Y, Wang P (2021) Red light-induced kumquat fruit coloration is attributable to increased carotenoid metabolism regulated by FcrNAC22. J Exp Bot 72:6274–6290. https://doi.org/10.1093/jxb/erab283
Graham T, Yorio N, Zhang P, Massa G, Wheeler R (2019) Early seedling response of six candidate crop species to increasing levels of blue light. Life Sci Space Res 21:40–48
Guo X, Xue X, Chen L, Li J, Wang Z, Zhang Y (2023) Effects of LEDs light spectra on the growth, yield, and quality of winter wheat (Triticum aestivum L.) cultured in plant factory. J Plant Growth Regul 42:2530–2544. https://doi.org/10.1007/s00344-022-10724-z
Gupta SD (2017) Light emitting diodes for agriculture: smart lighting. Springer Nature ISBN: 978–981–10–5806–6. DOI:https://doi.org/10.1007/978-981-10-5807-3
Gupta SD, Jatothu B (2013) Fundamentals and applications of light-emitting diodes LEDs in in vitro plant growth and morphogenesis. Plant Biotechnology Reports 7:211–220
Hasan MM, Bashir T, Ghosh R, Lee SK, Bae H (2017) An overview of LEDs’ effects on the production of bioactive compounds and crop quality. Molecules 22:1420. https://doi.org/10.3390/molecules22091420
Hata N, Hayashi Y, Ono E, Satake H, Kobayashi A, Muranaka T, Okazawa A (2013) Differences in plant growth and leaf sesamin content of the lignan-rich sesame variety “Gomazou” under continuous light of different wavelengths. Plant Biotechnol 30:1–8
He R, Wei J, Zhang J, Tan X, Li Y, Gao M, Liu H (2022) Supplemental blue light frequencies improve ripening and nutritional qualities of tomato fruits. Front Plant Sci 13:888976. https://doi.org/10.3389/fpls.2022.888976
Heo J, Lee C, Chakrabarty D, Paek K (2002) Growth responses of marigold and salvia bedding plants as affected by monochromic or mixture radiation provided by a light-emitting diode (LED). Plant Growth Regul 38:225–230. https://doi.org/10.1023/A:1021523832488
Heo JW, Shin KS, Kim SK, Paek KY (2006) Light quality affects in vitro growth of grape ‘Teleki 5BB.’ J Plant Biol 49:276–280
Hernández R, Kubota C (2016) Physiological responses of cucumber seedlings under different blue and red photon flux ratios using LEDs. Environ Exp Bot 121:66–74
Hogewoning SW, Trouwborst G, Maljaars H, Poorter H, van Ieperen W, Harbinson J (2010) Blue light dose-responses of leaf photosynthesis, morphology, and chemical composition of Cucumis sativus grown under different combinations of red and blue light. J Exp Bot 61:3107–3117
Huché-Thélier L, Crespel L, Gourrierec JL, Morel P, Sakr S, Leduc N (2016) Light signaling and plant responses to blue and UV radiations-perspectives for applications in horticulture. Environ Exp Bot 121:22–38. https://doi.org/10.1016/j.envexpbot.2015.06.009
Hung CD, Hong CH, Jung HB, Kim SK, Ket NV, Nam MW, Choi DH, Lee HI (2015) Growth and morphogenesis of encapsulated strawberry shoot tips under mixed LEDs. Sci Hortic 194:194–200
Ilić Z, Milenković L, Šunić Fallik E (2017) Effect of shading by colour nets on plant development, yield and fruit quality of sweet pepper grown under plastic tunnels and open field. Zemdirbyste-Agric 104:53–62
Ilić ZS, Fallik E (2017) Light quality manipulation improves vegetable quality at harvest and postharvest: a review. Environ Exp Bot 139:79–90. https://doi.org/10.1016/j.envexpbot.2017.04.006
Ilić ZS, Milenković L, Šunić L, Fallik E (2015) Effect of coloured shade-nets on plant leaf parameters and tomato fruit quality. J Sci Food Agric 95:2660–2667
Inoue S, Kinoshita T (2017) Blue light regulation of stomatal opening and the plasma membrane H+-ATPase. Plant Physiol 2:531–538. https://doi.org/10.1104/pp.17.00166
Izzo LG, Mele BH, Vitale L, Vitale E, Arena C (2020) The role of monochromatic red and blue light in tomato early photomorphogenesis and photosynthetic traits. Environ Exp Bot 179:104195. https://doi.org/10.1016/j.envexpbot.2020.104195
Jiang C, Johkan M, Hohjo M, Satoru E, Tsukagoshi S, Mitsuru E, Ebihara M, Nakaminami A, Maruo T (2017) Photosynthesis, plant growth, and fruit production of single-truss tomato improves with supplemental lighting provided from underneath or within the inner canopy. Sci Hortic 222:221–229. https://doi.org/10.1016/j.scienta.2017.04.026
Jiang L, Chen X, Gu X, Deng M, Li X, Zhou A, Suo M, Gao W, Lin Y, Wang Y et al (2023) Light quality and sucrose-regulated detached ripening of strawberry with possible involvement of abscisic acid and auxin signaling. Int J Mol Sci 24:5681. https://doi.org/10.3390/ijms24065681
Jiao J, Jin-Xian, Fu JX, Yao L, Gai QY, He XJ, Feng X, Fu YJ (2023) The growth, adventitious bud formation, bioactive flavonoid production, antioxidant response, and cryptochrome-mediated light signal transduction in Isatis tinctoria L. hairy root cultures exposed to LED lights. Industrial Crops and Products 195:116496. https://doi.org/10.1016/j.indcrop.2023.116496
Jin D, Su X, Li Y, Shi M, Yang B, Wan W, Wen X, Yang S, Ding X, Zou J (2023) Effect of red and blue light on cucumber seedlings grown in a plant factory. Horticulturae 9:124. https://doi.org/10.3390/horticulturae9020124
Johkan M, Shoji K, Goto F, Hahida S, Yoshihara T (2012) Effect of green light wavelength and intensity on photomorphogenesis and photosynthesis in Lactuca sativa. Environ Exp Bot 75:128–133
Johnson RE, Kong Y, Zheng Y (2020) Elongation growth mediated by blue light varies with light intensities and plant species: a comparison with red light in arugula and mustard seedlings. Environ Exp Bot 169:103898. https://doi.org/10.1016/j.envexpbot.2019.103898
Kaiser E, Weerheim K, Schipper R, Dieleman JA (2019) Partial replacement of red and blue by green light increases biomass and yield in tomato. Sci Hortic 249:271–279. https://doi.org/10.1016/j.scienta.2019.02.005
Kasajima S, Inoue N, Mahmud R, Kato M (2008) Developmental responses of wheat cv. Norin 61 to fluence rate of green light. Plant Prod Sci 11:76–78
Kim H, Wheeler R, Sager J, Norikane J, Yorio N (2007) Electric lighting considerations for crop production in space. Acta Hortic 761:193–202
Kim HH, Goins GD, Wheeler RM, Sager JC (2004a) Stomatal conductance of lettuce grown under or exposed to different light qualities. Annalys of Botany 94:691–697
Kim HH, Goins GD, Wheeler RM, Sager JC (2004b) Green-light supplementation for enhanced lettuce growth under red- and blue-light-emitting diodes. HortScience 39:1617–1622
Kim HJ, Yang T, Choi S, Wang YJ, Lin MY, Liceaga AM (2020) Supplemental intracanopy far-red radiation to red LED light improves fruit quality attributes of greenhouse tomatoes. Sci Hort 261:108985. https://doi.org/10.1016/j.scienta.2019.108985
Kim SJ, Hahn EJ, Heo JW, Paek KY (2004c) Effects of LEDs on net photosynthetic rate, growth and leaf stomata of chrysanthemum plantlets in vitro. Sci Hortic 101:143–151
Kim YJ, Kim HM, Kim HM, Lee HR, Jeong BR, Lee HJ, Kim HJ, Hwang SJ (2021) Growth and phytochemicals of ice plant (Mesembryanthemum crystallinum L.) as affected by various combined ratios of red and blue LEDs in a closed-type plant production system. Journal of Applied Research on Medicinal and Aromatic Plants 20:100267. https://doi.org/10.1016/j.jarmap.2020.100267
Kitazaki K, Fukushima A, Nakabayashi R et al (2018) Metabolic reprogramming in leaf lettuce grown under different light quality and intensity conditions using narrow-band LEDs. Sci Rep 8:7914. https://doi.org/10.1038/s41598-018-25686-0
Klimek-Szczykutowicz M, Prokopiuk B, Dziurka K et al (2022) The influence of different wavelengths of LED light on the production of glucosinolates and phenolic compounds and the antioxidant potential in in vitro cultures of Nasturtium officinale (watercress). Plant Cell Tiss Organ Cult 149:113–122. https://doi.org/10.1007/s11240-021-02148-6
Kobori MMRG, Mello SDC, de Freitas IS, Silveira FF, Alves MC, Azevedo RA (2022) Supplemental light with different blue and red ratios in the physiology, yield and quality of Impatiens. Sci Hortic 306:111424. https://doi.org/10.1016/j.scienta.2022.111424
Kochetova GV, Avercheva OV, Bassarskaya EM et al (2023) Effects of red and blue led light on the growth and photosynthesis of barley (Hordeum vulgare L.) seedlings. J Plant Growth Regul 42:1804–1820. https://doi.org/10.1007/s00344-022-10661-x
Kokalj D, Zlatić E, Cigić B, Kobav MB, Vidrih R (2019) Postharvest flavonol and anthocyanin accumulation in three apple cultivars in response to blue-light-emitting diode light. Sci Hortic 257:108711. https://doi.org/10.1016/j.scienta.2019.108711
Kong Y, Wang S, Chen J, Chen Q, Yao Y (2012) Effect of supplemental lighting with red and blue light on the characters of container-growing seedlings of muskmelon. Acta Hort 944:141–146. https://doi.org/10.17660/ActaHortic.2012.944.18
Kopsell DA, Sams CE, Barickman TC, Morrow RC (2014) Sprouting broccoli accumulate higher concentrations of nutritionally important metabolites under narrow-band light-emitting diode lighting. J Am Soc Hortic Sci 139:469–477
Kozai T, Niu G, Takagaki M (eds) (2015) Plant factory: an indoor vertical farming system for efficient quality food production. Academic, London, p 423
Kuan-Hung L, Meng-Yuan H, Wen-Dar H, Ming-Huang H, Zhi-Wei Y, Chi-Ming Y (2012) The effects of red, blue, and white light-emitting diodes on the growth, development and edible quality of hydroponically grown lettuce (Lactuca sativa L. var. capitata). Sci Hortic 150:86–91
Kusuma P, Swan B, Bugbee B (2021) Does green really mean go? Increasing the fraction of green photons promotes growth of tomato but not lettuce or cucumber. Plants 10:637. https://doi.org/10.3390/plants10040637
Kwon HK, Oh SJ, Yang HS, Kim PJ (2015) Phytoremediation by benthic microalgae (BMA) and light emitting diode (LED) in eutrophic coastal sediments. Ocean Sci J 50:87–96. https://doi.org/10.1007/s12601-015-0007-3
Kwon HK, Jeon JY, Oh SJ (2017) Potential for heavy metal (copper and zinc) removal from contaminated marine sediments using microalgae and light emitting diodes. Ocean Sci J 52:57–66
Lalge A, Cerny P, Trojan V, Vyhnánek T (2017) The effects of red, blue and white light on the growth and development of Cannabis sativa L. Conference: MendelNet 2017 - Proceedings of 24th International PhD Students Conference (ISBN 978–80–7509–529–9) At: Mendel University in Brno, Czech Republic. Volume: 24.
Lanoue J, Little C, Hao X (2022) The power of far-red light at night: photomorphogenic, physiological, and yield response in pepper during dynamic 24 h lighting. Front Plant Sci 13:857616
Lauria G, Piccolo EL, Ceccanti C, Guidi L, Bernardi R, Araniti F, Cotrozzi L, Pellegrini E, Moriconi M, Giordani T, Pugliesi C, Nali C, di Toppi LS, Paoli L, Malorgio F, Vernieri P, Massai R, Remorini D, Landi M (2023a) Supplemental red LED light promotes plant productivity, “photomodulates” fruit quality and increases Botrytis cinerea tolerance in strawberry. Postharvest Biol Technol 198:112253. https://doi.org/10.1016/j.postharvbio.2023.112253
Lauria G, Piccolo EL, Ceccanti C, Paoli L, Giordani T, Guidi L, Malorgio F, Massai R, Nali C, Pellegrini E, Remorini D, Di Toppi LS, Vernieri P, Landi M (2023b) Supplemental red light more than other wavebands activates antioxidant defenses in greenhouse-cultivated Fragaria × ananassa var. Elsanta Plants Scientia Horticulturae 321:112319. https://doi.org/10.1016/j.scienta.2023.112319
Lazzarin M, Meisenburg M, Meijer D, van Ieperen W, Marcelis LFM, Kappers IF, van der Krol AR, van Loon JJA, Dicke M (2021) LEDs make it resilient: effects on plant growth and defense. Trends Plant Sci 26:496–508. https://doi.org/10.1016/j.tplants.2020.11.013
Lee SW, Seo JM, Lee MK, Chun JH, Antonisamy P, Arasu MV, Suzuki T, Al-Dhabi NA, Kim SJ (2014) Influence of different LED lamps on the production of phenolic compounds in common and tartary buckwheat sprouts. Ind Crop Prod 54:320–326
Leong TY, Goodchild DJ, Anderson JM (1985) Effect of light quality on the composition, function, and structure of photosynthetic thylakoid membranes of Asplenium australasicum (Sm.) Hook. Plant Physiol 78:561–567
Li H, Tang C, Xu Z (2013) The effects of different light qualities on rapeseed (Brassica napus L.) plantlet growth and morphogenesis in vitro. Sci Hortic 150:117–124. https://doi.org/10.1016/j.scienta.2012.10.009
Li H, Xu Z, Tang C (2010) Effect of light-emitting diodes on growth and morphogenesis of upland cotton (Gossypium hirsutum L.) plantlets in vitro. Plant Cell Tissue Organ Cult 103:155–116
Li Q, Kubota C (2009) Effects of supplemental light quality on growth and phytochemicals of baby leaf lettuce. Exp Exp Bot 67:59–64
Li Y, Liu C, Shi Q, Yang F, Wei M (2021a) Mixed red and blue light promotes ripening and improves quality of tomato fruit by influencing melatonin content. Environ Exp Bot 185:104407. https://doi.org/10.1016/j.envexpbot.2021.104407
Li Y, Liu Z, Shi Q, Yang F, Wei M (2021b) Mixed red and blue light promotes tomato seedlings growth by influencing leaf anatomy, photosynthesis, CO2 assimilation and endogenous hormones. Sci Hortic 290:110500. https://doi.org/10.1016/j.scienta.2021.110500
Li Y, Xu J, Zhang F, Gu Y, Tian W, Tian W, Tong Y, Li J (2023) The combination of red and blue light increases the biomass and steroidal saponin contents of Paris polyphylla var. yunnanensis. Industrial Crops and Products 194:116311. https://doi.org/10.1016/j.indcrop.2023.116311
Liang D, Yousef AF, Wei X et al (2021) Increasing the performance of Passion fruit (Passiflora edulis) seedlings by LED light regimes. Sci Rep 11:20967. https://doi.org/10.1038/s41598-021-00103-1
Lim S-R, Kang D, Ogunseitan OA, Schoenung JM (2011) Potential environmental impacts of light-emitting diodes (LEDs): metallic resources, toxicity, and hazardous waste classification. Environ Sci Technol 45:320–327. https://doi.org/10.1021/es101052q
Lin KH, Huang MY, Hsu MH (2021) Morphological and physiological response in green and purple basil plants (Ocimum basilicum) under different proportions of red, green, and blue LED lightings. Sci Hortic 275:109677. https://doi.org/10.1016/j.scienta.2020.109677
Lin KH, Huang MY, Huang WD, Hsu MH, Yang ZW, Yang CM (2013) The effects of red, blue and white light-emitting diodes on the growth, development and edible quality of hydroponically grown lettuce (Lactuca sativa L. var. capitata). Sci Hortic 150:86–91
Liu J, van Iersel MW (2021) Photosynthetic physiology of blue, green, and red light: light intensity effects and underlying mechanisms. Front Plant Sci 12:328. https://doi.org/10.3389/FPLS.2021.619987/BIBTEX
Liu Q, Lian HF, Liu SQ, Sun YL, Yu XH, Guo HP (2015) Effects of different LED light qualities on photosynthetic characteristics, fruit production and quality of strawberry. Ying Yong Sheng Tai Xue Bao 26:1743–1750 ((Chinese))
Liu X, Chen Z, Jahan MS et al. (2020) RNA-Seq analysis reveals the growth and photosynthetic responses of rapeseed (Brassica napus L.) under red and blue LEDs with supplemental yellow, green, or white light. Hortic Res 7:206. https://doi.org/10.1038/s41438-020-00429-3
Liu X, Xu Y, Wang Y, Yang Q, Li Q (2022) Rerouting artificial light for efficient crops production: a review of lighting strategy in PFALs. Agronomy 12:1021. https://doi.org/10.3390/agronomy12051021
Luo J, Cao M, Zhang C, Wu J, Gu XWS (2020) The influence of light combination on the physicochemical characteristics and enzymatic activity of soil with multi-metal pollution in phytoremediation. J Hazard Mater 393:122406
Luo J, He W, Wu J, Gu XS (2019a) Sensitivity of Eucalyptus globulus to red and blue light with different combinations and their influence on its efficacy for contaminated soil phytoremediation. J Environ Manage 241:235–242. https://doi.org/10.1016/j.jenvman.2019.04.045
Luo J, He W, Xing X, Wu J, Gu XWS (2019b) The variation of metal fractions and potential environmental risk in phytoremediating multiple metal polluted soils using Noccaea caerulescens assisted by LED lights. Chemosphere 227:462–469
Ma X, Wang Y, Liu M, Xu J, Xu Z (2015) Effects of green and red lights on the growth and morphogenesis of potato (Solanum tuberosum L.) plantlets in vitro. Sci Hortic 190:104–109
Ma Y, Hu L, Wu Y, Tang Z, Xiao X, Lyu J, Xie J, Yu J (2022) Green light partial replacement of red and blue light improved drought tolerance by regulating water use efficiency in cucumber seedlings. Front Plant Sci 13:878932. https://doi.org/10.3389/fpls.2022.878932
Manosathiyadevan M, Bhuvaneshwari V, Latha R (2017) Impact of insects and pests in loss of crop production: a review. In: Dhanarajan, A. (eds) Sustainable Agriculture towards Food Security. Springer, Singapore. https://doi.org/10.1007/978-981-10-6647-4_4
Marques DM, Júnior VV, da Silva AB, Mantovani JR, Magalhães PC, de Souza TC (2018) Copper toxicity on photosynthetic responses and root morphology of Hymenaea courbaril L. (Caesalpinioideae). Water Air Soil Pollut 229:1–14
Martínez-Zamora L, Castillejo N, Gómez PA, Artés-Hernández F (2021) Amelioration effect of led lighting in the bioactive compounds synthesis during carrot sprouting. Agronomy 11:304. https://doi.org/10.3390/agronomy11020304
Materová Z, Sobotka R, Zdvihalová B, Oravec M, Nezval J, Karlický V, Vrábl D, Štroch M, Špunda V (2017) Monochromatic green light induces an aberrant accumulation of geranylgeranyled chlorophylls in plants. Plant Physiol Biochem 116:48–56. https://doi.org/10.1016/j.plaphy.2017.05.002
Matsubara K, Kaneyuki T, Miyake T, Mori M (2005) Antiangiogenic activity of nasunin, an antioxidant anthocyanin, in eggplant peels. J Agric Food Chem 53:6272–6275
Matthews JS, Vialet-Chabrand S, Lawson T (2020) Role of blue and red light in stomatal dynamic behaviour. J Exp Bot 7:2253–2269. https://doi.org/10.1093/jxb/erz563
McCree KJ (1971) The action spectrum, absorptance and quantum yield of photosynthesis in crop plants. Agric Meteorol 9:191–216. https://doi.org/10.1016/0002-1571(71)90022-7
Meng Q, Kelly N, Runkle ES (2019) Substituting green or far-red radiation for blue radiation induces shade avoidance and promotes growth in lettuce and kale. Environ Exp Bot 162:383–391
Milenković L, Ilić SZ, Đurovka M, Kapoulas N, Mirecki N, Fallik E (2012) Yield and pepper quality as affected by light intensity using color shade nets. Agric for 58:19–23
Muneer S, Kim EJ, Park JS, Lee JH (2014) Influence of green, red and blue light emitting diodes on multiprotein complex proteins and photosynthetic activity under different light intensities in lettuce leaves (Lactuca sativa L.). Int J Mol Sci 15:4657–4670. https://doi.org/10.3390/ijms15034657
Murata M et al (2018) In the presence of red light, cucumber and possibly other host plants lose their attractability to the melon thrips Thrips palmi (Thysanoptera: Thripidae). Appl Entomol Zool 53:117–128
Nagendran R, Lee YH (2015) Green and red light reduces the disease severity by Pseudomonas cichorii JBC1 in tomato plants via upregulation of defense-related gene expression Phytopathology 105:412–418.
Nakai A, Tanaka A, Yoshihara H, Murai K, Watanabe T, Miyawaki K (2020) Blue LED light promotes indican accumulation and flowering in indigo plant. Polygonum Tinctorium Industrial Crops and Products 155:112774. https://doi.org/10.1016/j.indcrop.2020.112774
Nardelli A, Deuschle E, de Azevedo LD, Pessoa JLN, Ghisi E (2017) Assessment of light emitting diodes technology for general lighting: a critical review. Renew Sustain Energy Rev 75:368–379. https://doi.org/10.1016/j.rser.2016.11.002
Nassarawa SS, Abdelshafy AM, Xu Y et al (2021) Effect of light-emitting diodes (LEDs) on the quality of fruits and vegetables during postharvest period: a review. Food Bioprocess Technol 14:388–414. https://doi.org/10.1007/s11947-020-02534-6
Naya K, Ishigami Y, Hikosaka S, Goto E (2012) Effects of blue and red light on stem elongation and flowering of tomato seedlings. Acta Hortic 956:261–266
Naznin MT, Lefsrud M, Gravel V, Hao X (2016) Different ratios of red and blue LED light effects on coriander productivity and antioxidant properties. Acta Hortic 1134:223–230
Naznin MT, Lefsrud M, Azad MOK, Park CH (2019a) Effect of different combinations of red and blue led light on growth characteristics and pigment content of in vitro tomato plantlets. Agriculture 9:196. https://doi.org/10.3390/agriculture9090196
Naznin MT, Lefsrud M, Gravel V, Azad MOK (2019b) Blue light added with red LEDs enhance growth characteristics, pigments content, and antioxidant capacity in lettuce, spinach, kale, basil, and sweet pepper in a controlled environment. Plants 4:93
Ngcobo BL, Bertling I, Clulow AD (2021) Post-harvest alterations in quality and health-related parameters of cherry tomatoes at different maturity stages following irradiation with red and blue LED lights. J Hortic Sci Biotechnol 96:383–391. https://doi.org/10.1080/14620316.2020.1847696
Nhut DT, Takamura T, Watanabe H, Okamoto K, Tanaka M (2003a) Responses of strawberry plantlets cultured in vitro under super bright red and blue light-emitting diodes (LED). Plant Cell Tissue Organ Cult 73:43–52
Nhut DT, Takamura T, Watanabe H, Tanaka M (2003b) Efficiency of a novel culture system by using light emitting diode (LED) on in vitro and subsequent growth of micropropagated banana plantlets. Acta Hortic 616:121–127
Ni J, Bai S, Zhao Y, Qian M, Tao R, Yin L, Gao L, Teng Y (2019) Ethylene response factors Pp4ERF24 and Pp12ERF96 regulate blue light-induced anthocyanin biosynthesis in ‘Red Zaosu’ pear fruits by interacting with MYB114. Plant Mol Biol 99:67–78. https://doi.org/10.1007/s11103-018-0802-1
Ning W, Yang Y, Chen W, Li R, Cao M, Luo J (2022) Effect of light combination on the characteristics of dissolved organic matter and chemical forms of Cd in the rhizosphere of Arabidopsis thaliana involved in phytoremediation. Ecotoxicol Environ Saf 231:113212. https://doi.org/10.1016/j.ecoenv.2022.113212
Nishio JN (2000) Why are higher plants green? Evolution of the higher plant photosynthetic pigment complement. Plant Cell Environ 23:539–548
Nissim-Levi A, Kitron M, Nishri Y, Ovadia R, Forer I, Oren-Shamir M (2019) Effects of blue and red LED lights on growth and flowering of Chrysanthemum morifolium. Sci Hortic 254:77–83. https://doi.org/10.1016/j.scienta.2019.04.080
Odegard IYR, van der Voet E (2014) The future of food - scenarios and the effect on natural resource use in agriculture in 2050. Ecol Econ 97:51–59. https://doi.org/10.1016/j.ecolecon.2013.10.005
Orlando M, Trivellini A, Incrocci L, Ferrante A, Mensuali A (2022) The inclusion of green light in a red and blue light background impact the growth and functional quality of vegetable and flower microgreen species. Horticulturae 8:217. https://doi.org/10.3390/horticulturae8030217
Ouyang F, Mao JF, Wang JH, Zhang SG, Li Y (2015) Transcriptome analysis reveals that red and blue light regulate growth and phytohormone metabolism in Norway spruce [Picea abies (L.) Karst]. PLoS ONE 10:e0127896.
Ouzounis T, Fretté X, Rosenqvist E, Ottosen C-O (2014) Spectral effects of supplementary lighting on the secondary metabolites in roses, chrysanthemums, and campanulas. J Plant Physiol 171:1491–1499
Ouzounis T, Rosenqvist E, Ottosen C-O (2015). Spectral effects of artificial light on plant physiology and secondary metabolism: a review. HortScience: a publication of the American Society for Horticultural Science. 50:1128–1135. https://doi.org/10.21273/HORTSCI.50.8.1128
Paradiso R, Proietti S (2022) Light-quality manipulation to control plant growth and photomorphogenesis in greenhouse horticulture: the state of the art and the opportunities of modern led systems. J Plant Growth Regul 41:742–780. https://doi.org/10.1007/s00344-021-10337-y
Pardo GP, Rico FM, Aguilar CH, Pacheco F, González CLM (2014) Effects of light emitting diode high intensity on growth of lettuce (Lactuca sativa L.) and broccoli (Brassica oleracea L.) seedlings. Annual Res Rev Biol 4:2983–2994. https://doi.org/10.9734/ARRB/2014/10526
Pennisi G, Orsini F, Blasioli S et al. (2019) Resource use efficiency of indoor lettuce (Lactuca sativa L.) cultivation as affected by red:blue ratio provided by LED lighting. Sci Rep 9:14127. https://doi.org/10.1038/s41598-019-50783-z
Poudel PR, Kataoka I, Mochioka R (2008) Effect of red- and blue-light-emitting diodes on growth and morphogenesis of grapes. Plant Cell Tissue Org C 92:147–153
Raj A, Singh N (2015) Phytoremediation of arsenic contaminated soil by arsenic accumulators: a three year study. Bull Environ Contam Toxicol 94:308–313
Ramesh T, Hariram U, Srimagal A, Sahu JK (2023) Applications of light emitting diodes and their mechanism for food preservation. J Food Saf 43:e13040. https://doi.org/10.1111/jfs.13040
Razzak MA, Asaduzzaman M, Tanaka H, Asao T (2022) Effects of supplementing green light to red and blue light on the growth and yield of lettuce in plant factories. Sci Hortic 305:111429. https://doi.org/10.1016/j.scienta.2022.111429
Rehman M, Fahad S, Saleem MH, Hafeez M, Ur Rahman MH, Liu F, Deng G (2020) Red light optimized physiological traits and enhanced the growth of ramie (Boehmeria nivea L.). Photosynthetica 58:922–931. https://doi.org/10.32615/ps.2020.040
Rehman M, Pan J, Luo D et al. (2023) Kenaf and soybean intercropping affects morpho-physiological attributes, antioxidant capacity and copper uptake in contaminated soil. Plant Soilhttps://doi.org/10.1007/s11104-023-06271-5
Rehman M, Ullah S, Bao Y et al (2017) Light-emitting diodes: whether an efficient source of light for indoor plants? Environ Sci Pollut Res 24:24743–24752. https://doi.org/10.1007/s11356-017-0333-3
Ren X, Lu N, Xu W, Zhuang Y, Tsukagoshi S, Takagaki M (2022) Growth and nutrient utilization in basil plant as affected by applied nutrient quantity in nutrient solution and light spectrum. Biology 11:991. https://doi.org/10.3390/biology11070991
Roh YS, Yoo YK (2023) Light quality of light emitting diodes affects growth, chlorophyll fluorescence and phytohormones of Tulip ‘Lasergame.’ Hortic Environ Biotechnol 64:245–255. https://doi.org/10.1007/s13580-022-00481-z
Saebo A, Krekling T, Appelgren M (1995) Light quality affects photosynthesis and leaf anatomy of birch plantlets in vitro. Plant Cell Tiss Org Cult 41:177–185
Saleem MH, Rehman M, Fahad S, Tung SA, Iqbal N, Hassan A, Ayub A, Wahid MA, Shaukat S, Liu L, Deng G (2020) Leaf gas exchange, oxidative stress, and physiological attributes of rapeseed (Brassica napus L.) grown under different light-emitting diodes. Photosynthetica 58:836–845. https://doi.org/10.32615/ps.2020.010
Samkumar A, Jones D, Karppinen K, Dare AP, Sipari N, Espley RV, Martinussen I, Jaakola L (2021) Red and blue light treatments of ripening bilberry fruits reveal differences in signalling through abscisic acid-regulated anthocyanin biosynthesis. Plant, Cell Environ 44:3227–3245. https://doi.org/10.1111/pce.14158
Samuolienė G, Brazaitytė A, Urbonavičiūtė A, Šabajevienė G, Duchovskis P (2010) The effect of red and blue light component on the growth and development of frigo strawberries. Zemdirbyste- Agriculture 97:99–104
Sandhu RK (2018) evaluation of the effectiveness of light emitting diodes in post-harvest shelf life extension of blueberries. Dissertation, The University of Guelph
Santana JO, Balbino MA, Tavares TR, Bezerra RS, Farias JG, Ferreira RC (2012) Effect of photoselective screens in the development and productivity of red and yellow sweet pepper. Acta Hortic 956:493–500
Schenkels L, Saeys W, Lauwers A, De Proft MP (2020) Green light induces shade avoidance to alter plant morphology and increases biomass production in Ocimum basilicum L. Sci Hortic 261:109002. https://doi.org/10.1016/j.scienta.2019.109002
Schwend T, Prucker D, Mempel H (2015) Red light promotes compact growth of sunflowers. Eur J Hortic Sci 80:56–61. https://doi.org/10.17660/eJHS.2015/80.2.2
Sebastian A, Prasad MNV (2014) Red and blue lights induced oxidative stress tolerance promote cadmium rhizocomplexation in Oryza sativa. J Photochem Photobiol, B 137:135–143. https://doi.org/10.1016/j.jphotobiol.2013.12.011
Senger H (1982) The effect of blue light on plants and microorganisms. Phytochem Photobiol 35:911–920
Sergeeva LI, Machackova I, Konstantinova TN, Golyanovskaya SA, Josef E, Zaltsmanz OO, Hanu J, Aksenova NP (1994) Morphogenesis of potato plants in vitro. II. Endogenous levels, distribution, and metabolism of IAA and cytokinins. J Plant Growth Regul 13:147–152
Shaver JM, Oldenburg DJ, Bendich AJ (2008) The structure of chloroplast DNA molecules and the effects of light on the amount of chloroplast DNA during development in Medicago truncatula. Plant Physiol 146:1064–1074. https://doi.org/10.1104/pp.107.112946
Shen X, Dai M, Yang J, Sun L, Tan X, Peng C, Ali I, Naz I (2022) A critical review on the phytoremediation of heavy metals from environment: performance and challenges. Chemosphere 291:132979. https://doi.org/10.1016/j.chemosphere.2021.132979
Shi J, Zhan S, Jin L, Zhou Q, Shen Y, Wan X, Zou L, Dong Q, Bao M, Tian D, Ning G, Ge Y (2023) Blue light exposure intensifies leaf red pigmentation and enhances oxidative stress tolerance in the ornamental bromeliad Neoregelia ‘Fireball.’ Sci Hortic 310:111716. https://doi.org/10.1016/j.scienta.2022.111716
Shibuya K, Onodera S, Hori M (2018) Toxic wavelength of blue light changes as insects grow. PLoS ONE 13:e0199266. https://doi.org/10.1371/journal.pone.0199266
Shin KS, Murthy HN, Heo JW, Hahn EJ, Paek KY (2008) The effect of light quality on the growth and development of in vitro cultured Doritaenopsis plants. Acta Physiol Plant 30:339–343
Smith HL, McAusland L, Murchie EH (2017) Don’t ignore the green light: exploring diverse roles in plant processes. J Exp Bot 68:2099–2110. https://doi.org/10.1093/jxb/erx098
Snowden MC, Cope KR, Bugbee B (2016) Sensitivity of seven diverse species to blue and green light: interactions with photon flux. PLoS One 11. https://doi.org/10.1371/journal.pone.0163121
Son KH, Oh MM (2015) Growth, photosynthetic and antioxidant parameters of two lettuce cultivars as affected by red, green, and blue light-emitting diodes. Horticul Environ Biotechnol 56:639–653. https://doi.org/10.1007/s13580-015-1064-3
Spalholz H, Perkins-Veazie P, Hernandez R (2020) Impact of sun-simulated white light and varied blue:red spectrums on the growth, morphology, development, and phytochemical content of green-and red-leaf lettuce at different growth stages. Sci Hortic 264:109195
Stukenberg N, Poehling HM (2019) Blue-green opponency and trichromatic vision in the greenhouse whitefly (Trialeurodes vaporariorum) explored using light emitting diodes. Ann Appl Biol 175:146–163
Sun J, Nishio JN, Vogelmann TC (1998) Green light drives CO2 fixation deep within leaves. Plant Cell Physiol 39:1020–1026
Tang Y, Mao R, Guo S (2020) Effects of LED spectra on growth, gas exchange, antioxidant activity and nutritional quality of vegetable species. Life Sciences in Space Research 26:77–84. https://doi.org/10.1016/j.lssr.2020.05.002
Taylor SC, Alexis AF, Armstrong AW, Chiesa Fuxench ZC, Lim HW (2022) Misconceptions of photoprotection in skin of color. J Am Acad Dermatol 86:S9–S17. https://doi.org/10.1016/j.jaad.2021.12.020
Terashima I, Fujita T, Inoue T, Chow WS, Oguchi R (2009) Green light drives leaf photosynthesis more efficiently than red light in strong white light: revisiting the enigmatic question of why leaves are green. Plant Cell Physiol 50:684–697. https://doi.org/10.1093/pcp/pcp034
Terfa MT, Solhaug KA, Gislerød HR, Olsen JE, Torre S (2013) A high proportion of blue light increases the photosynthesis capacity and leaf formation rate of Rosa × hybrid but does not affect time to flower opening. Physiol Plant 148:146–159
Trojak M, Skowron E, Sobala T et al (2022) Effects of partial replacement of red by green light in the growth spectrum on photomorphogenesis and photosynthesis in tomato plants. Photosynth Res 151:295–312. https://doi.org/10.1007/s11120-021-00879-3
Veremeichik GN, Grigorchuk VP, Makhazen DS, Subbotin EP, Kholin AS, Subbotina NI, Bulgakov DV, Kulchin YN, Bulgakov VP (2023) High production of flavonols and anthocyanins in Eruca sativa (Mill) Thell plants at high artificial LED light intensities. Food Chem 408:135216. https://doi.org/10.1016/j.foodchem.2022.135216
Vereshchagin M, Kreslavski V, Ivanov Y, Ivanova A, Kumachova T, Ryabchenko A, Kosobryukhov A, Kuznetsov V, Pashkovskiy P (2023) Investigating the physiological and molecular responses of Solanum lycopersicum hp mutants to light of different quality for biotechnological applications. Int J Mol Sci 24:10149. https://doi.org/10.3390/ijms241210149
Verma SK, Gantait S, Jeong BR et al (2018) Enhanced growth and cardenolides production in Digitalis purpurea under the influence of different LED exposures in the plant factory. Sci Rep 8:18009. https://doi.org/10.1038/s41598-018-36113-9
Vitale E, Velikova V, Tsonev T, Ferrandino I, Capriello T, Arena C (2021) The interplay between light quality and biostimulant application affects the antioxidant capacity and photosynthetic traits of soybean (Glycine max L. Merrill). Plants 10:861. https://doi.org/10.3390/plants10050861
Vitale L, Vitale E, Francesca S, Lorenz C, Arena C (2023) Plant-growth promoting microbes change the photosynthetic response to light quality in spinach. Plants (basel) 12:1149. https://doi.org/10.3390/plants12051149
Vitale L, Vitale E, Guercia G, Turano M, Arena C (2020) Effects of different light quality and biofertilizers on structural and physiological traits of spinach plants. Photosynthetica 58:932–943. https://doi.org/10.32615/ps.2020.039
Wang D, Dawadi B, Qu J, Ye J (2022a) Light-engineering technology for enhancing plant disease resistance. Front Plant Sci 12:805614. https://doi.org/10.3389/fpls.2021.805614
Wang G, Zhang L, Wang G, Cao F (2022b) Growth and flavonol accumulation of Ginkgo biloba leaves affected by red and blue light. Ind Crops Prod 187:115488. https://doi.org/10.1016/j.indcrop.2022.115488
Wang L, Han S, Wang S, Li W, Huang W (2022c) Morphological, photosynthetic, and CAM physiological responses of the submerged macrophyte Ottelia alismoides to light quality. Environ Exp Bot 202:105002. https://doi.org/10.1016/j.envexpbot.2022.105002
Wang S, Wang X, Shi X, Wang B, Zheng X, Wang H, Liu F (2016) Red and blue lights significantly affect photosynthetic properties and ultrastructure of mesophyll cells in senescing grape leaves. Horticultural Plant Journal 2:82–90. https://doi.org/10.1016/j.hpj.2016.03.001
Wang Y, Folta KM (2013) Contributions of green light to plant growth and development. Am J Bot 100:70–78. https://doi.org/10.3732/ajb.1200354
Wang Y, Tang X, Wang B, Dai H, Zhang Z (2023) Positive effect of red/blue light supplementation on the photosynthetic capacity and fruit quality of ‘Yanli’ strawberry. Fruit Research 3:4. https://doi.org/10.48130/FruRes-2023-0004
Wei Z, Yang H, Shi J, Duan Y, Wu W, Lyu L, Li W (2023) Effects of different light wavelengths on fruit quality and gene expression of anthocyanin biosynthesis in blueberry (Vaccinium corymbosm). Cells 12:1225. https://doi.org/10.3390/cells12091225
Whitelam G, Halliday K (2007) Light and plant development. Blackwell, Oxford, UK
Wojciechowska R, Hanus-Fajerska E, Kamińska I, Koźmińska A, Długosz-Grochowska O, Kapczyńska A (2019) High ratio of red-to-blue LED light improves the quality of Lachenalia ‘Rupert’ inflorescence. Folia Horticulturae 31:93–100. https://doi.org/10.2478/fhort-2019-0006
Wong CE, Teo ZWN, Shen L, Yu H (2020) Seeing the lights for leafy greens in indoor vertical farming. Trends Food Sci Technol 106:48–63. https://doi.org/10.1016/j.tifs.2020.09.031
Wu D, Liu M, Yu W, Cui M, Huang X, Ning F, Chingin K, Luo L (2022) Red:blue LED light proportion affects biomass accumulation and polyamine metabolism in Anoectochilus roxburghii studied by nano-electrospray ionization mass spectrometry. Ind Crops Prod 188:115636. https://doi.org/10.1016/j.indcrop.2022.115636
Wu Q, Su N, Shen W, Cui J (2014) Analyzing photosynthetic activity and growth of Solanum lycopersicum seedlings exposed to different light qualities. Acta Physiol Plant 36:1411–1420. https://doi.org/10.1007/S11738-014-1519-7
Xie J, Lou X, Lu Y, Huang H, Yang Q, Zhang Z, Zhao W, Li Z, Liu H, Du S, Fang Z (2023) Suitable light combinations enhance cadmium accumulation in Bidens pilosa L. by regulating the soil microbial communities. Environmental and Experimental Botany 205:105128. https://doi.org/10.1016/j.envexpbot.2022.105128
Xu Y, You C, Xu C, Zhang C, Hu X, Li X, Ma H, Gong J, Sun X (2024) Red and blue light promote tomato fruit coloration through modulation of hormone homeostasis and pigment accumulation. Postharvest Biol Technol 207:112588. https://doi.org/10.1016/j.postharvbio.2023.112588
Yanagi T, Okamoto K, Takita S (1996) Effect of blue and red light intensity on photosynthetic rate of strawberry leaves. Acta Hort 440:371–376
Yang J, Liang T, Liu L, Pan T, Zou Z (2019) Stomatal opening and growth in tomato seedlings treated with different proportions of red and blue light. Can J Plant Sci 99:688–700. https://doi.org/10.1139/cjps-2018-0241
Yang YX, Wang MM, Yin YL, Onac E, Zhou GF, Peng S, Xia XJ, Shi K, Yu JQ, Zhou YH, (2015) RNA-seq analysis reveals the role of red light in resistance against Pseudomonas syringae pv. tomato DC3000 in tomato plants. BMC Genomics 16:120. https://doi.org/10.1186/s12864-015-1228-7
Yang YX, Wu CQ, Ahammed GJ, Wu CJ, Yang ZM, Wan CP et al (2018) Red light-induced systemic resistance against root-knot nematode is mediated by a coordinated regulation of salicylic acid, jasmonic acid and redox signaling in watermelon. Front Plant Sci 9:899. https://doi.org/10.3389/fpls.2018.00899
Yudina L, Sukhova E, Mudrilov M, Nerush V, Pecherina A, Smirnov AA, Dorokhov AS, Chilingaryan NO, Vodeneev V, Sukhov V (2022) Ratio of intensities of blue and red light at cultivation influences photosynthetic light reactions, respiration, growth, and reflectance indices in lettuce. Biology 11:60
Zafar H, Gul FZ, Mannan A, Zia M (2020) ZnO NPs reveal distinction in toxicity under different spectral lights: an in vitro experiment on Brassica nigra (Linn.) Koch. Biocatalysis and Agricultural Biotechnology 27:101682. https://doi.org/10.1016/j.bcab.2020.101682
Zeb A, Romero MA, Baiguskarov D, Aitbayev S, Strelets K, Maltseva T (2016) LED lightbulbs as a source of electricity saving in buildings. MATEC Web of Conferences 73:02004–. doi:https://doi.org/10.1051/matecconf/20167302004
Zhang H, Xu ZG, Cui J, Gu AS, Guo YS (2010) Effects of light quality on the growth and chloroplast ultrastructure of tomato and lettuce seedlings. Chin J Appl Ecol 21:959–965
Zhang S, Ma J, Zou H, Zhang L, Li S, Wang Y (2020) The combination of blue and red LED light improves growth and phenolic acid contents in Salvia miltiorrhiza Bunge. Ind Crops Prod 158:112959. https://doi.org/10.1016/j.indcrop.2020.112959
Zhang T, Maruhnich SA, Folta KM (2011) Green light induces shade avoidance symptoms. Plant Physiol 157:1528–1536
Zhang X, Heuvelink E, Melegkou M, Yuan X, Jiang W, Marcelis LFM (2022) Effects of green light on elongation do not interact with far-red, unless the phytochrome photostationary state (PSS) changes in tomato. Biology 11:151. https://doi.org/10.3390/biology11010151
Zhao P, Zhang X, Gong Y, Wang D, Xu D, Wang N, Sun Y, Gao L, Liu SS, Deng XW, Kliebenstein DJ, Zhou X, Fang RX, Ye J (2021) Red-light is an environmental effect or for mutualism between begomovirus and its vector whitefly. PLoS Pathog 17:e1008770. https://doi.org/10.1371/journal.ppat.1008770
Zhong Y, Wang L, Ma Z et al (2022) Physiological responses and transcriptome analysis of Spirodela polyrhiza under red, blue, and white light. Planta 255:11. https://doi.org/10.1007/s00425-021-03764-4
Zhou Q, Li R, Fernie AR, Che Y, Ding Z, Yao Y, Liu J, Wang Y, Hu X, Guo J (2023) Integrated analysis of morphological, physiological, anatomical and molecular responses of cassava seedlings to different light qualities. Int J Mol Sci 24:14224. https://doi.org/10.3390/ijms241814224
Zhu Z, Lin C (2016) Photomorphogenesis: when blue meets red. Nature Plants 2:16019. https://doi.org/10.1038/nplants.2016.19
Zhuang L, Huang G, Li X, Xiao J, Guo L (2022) Effect of different LED lights on aliphatic glucosinolates metabolism and biochemical characteristics in broccoli sprouts. Food Res Int 154:111015. https://doi.org/10.1016/j.foodres.2022.111015
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Muzammal Rehman and Peng Chen conceived the idea for the paper. Muzammal Rehman identified relevant literature, analyzed the data, and wrote the original manuscript. Revisions were done by Jiao Pan, Samavia Mubeen, Wenyue Ma, Dengjie Luo, Shan Cao, Wajid Saeed, Gang Jin, Ru Li, and Tao Chen. Supervision was done by Peng Chen. All authors read and approved the final manuscript.
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Rehman, M., Pan, J., Mubeen, S. et al. Morpho-physio-biochemical, molecular, and phytoremedial responses of plants to red, blue, and green light: a review. Environ Sci Pollut Res 31, 20772–20791 (2024). https://doi.org/10.1007/s11356-024-32532-6
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DOI: https://doi.org/10.1007/s11356-024-32532-6