Next Article in Journal
Genetic Diversity and Population Differentiation of Pinus koraiensis in China
Next Article in Special Issue
Effect of Drought Stress on Chlorophyll Fluorescence Parameters, Phytochemical Contents, and Antioxidant Activities in Lettuce Seedlings
Previous Article in Journal
Artificial Intelligence and Novel Sensing Technologies for Assessing Downy Mildew in Grapevine
Previous Article in Special Issue
Effect of Pre-Harvest Supplemental UV-A/Blue and Red/Blue LED Lighting on Lettuce Growth and Nutritional Quality
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

Evaluation of Air Temperature, Photoperiod and Light Intensity Conditions to Produce Cucumber Scions and Rootstocks in a Plant Factory with Artificial Lighting

1
Department of Horticultural Crop Research, National Institute of Horticultural and Herbal Sciences, Rural Development Administration, Wanju 55365, Korea
2
Department of Agriculture, Forestry and Bioresources, Seoul National University, Seoul 08826, Korea
3
Research Institute of Agriculture and Life Sciences, Seoul National University, Seoul 08826, Korea
4
Division of Smart Horticulture, Yonam College, Cheonan 31005, Korea
*
Author to whom correspondence should be addressed.
Submission received: 5 April 2021 / Revised: 5 May 2021 / Accepted: 5 May 2021 / Published: 8 May 2021
(This article belongs to the Special Issue Smart Farming Techniques for Protected Horticulture Facilities)

Abstract

:
Air temperature and light conditions are important factors not only to produce high-quality seedlings but also to promote energy efficiency in a plant factory with artificial lighting. In this study, we conducted two experiments in order to investigate the favorable conditions of air temperature, light intensity and photoperiod for the production of cucumber scions and rootstocks in a plant factory with artificial lighting. Cucumber scions and rootstocks were cultivated in two combined treatments: the combination of three different levels of difference between the day and night temperature (DIF), 25/20, 26/18 and 27/16 °C and five different light intensity conditions of photosynthetic photon flux, 50, 100, 150, 200 and 250 μmol·m−2·s−1 was set for the first experiment, and the combination of three different photoperiod conditions, 12, 16 and 20 h·d−1 and five different light intensity conditions, 50, 100, 150, 200 and 250 μmol·m−2·s−1 was set for the second experiment. In the air temperature and light intensity treatments, the hypocotyl elongation of cucumber scions and rootstocks was affected more largely by light intensity than DIF. The highest DIF treatment (27/16 °C) affected negatively on the accumulation of dry mass. On the contrary, the smallest DIF treatment (25/20 °C) was favorable for seedling growth due to lesser stress by rapid change of air temperature between photo- and dark-period. In the photoperiod and light intensity treatments, an increased DLI (daily light integral) promoted the growth of scions and rootstocks. Under the same DLI condition, the growth of scions and rootstocks increased with increasing photoperiod and decreasing light intensity. In both of experiments, while the dry weight increased with increasing the light intensity, the light use efficiencies were reduced by increasing the light intensity. Considering the growth and quality of seedlings and energy efficiency, the optimal environment conditions were represented by 25/20 °C of air temperature, 150 μmol·m−2·s−1 of light intensity and 16 h·d−1 of photoperiod.
Keywords:
DIF; DLI; grafting; PPF; seedling

1. Introduction

Even though vegetable grafted seedlings have been widely applied across the world to improve soil-borne disease resistance, adverse environment tolerance, fruit quality and yield [1,2,3], commercial grafted seedling growers have been confronting difficulties to produce high quality of grated seedlings due to the climate change. Production of grafted seedlings generally requires higher consideration and complexity than non-grafted seedlings production [4]. Especially, proper size, uniformity and quality of scions and rootstocks are essential to enhance grafting work efficiency and success rate. Additionally, in the aspect of grafting work management, scions and rootstocks are necessary to be produced regularly within a certain production period all year round. However, the production of scions and rootstocks in the context of climate change has been challenging to follow a right schedule of grafted seedling production and shipment process with high quality of seedlings, as the climate change has affected horticultural crop production [5].
A plant factory with artificial lighting (PFAL) has been positively considered as an alternative to produce horticultural crops against the climate change era [6]. PFAL can control environment conditions of light, temperature, humidity, carbon dioxide and water artificially without outside weather consideration. Therefore, various plants have been studied from seedlings, leafy vegetables, herbs, medicinal plants and pot flowers and several commercial companies have been actively running PFALs in the world [7].
In order to maximize plant productivity in a PFAL, it is critical to determine optimal ranges of each environment conditions related to plant growth and development by considering resource use efficiency. Plant growth and development are generally affected by environment factors including temperature, light quality and intensity, photoperiod, relative humidity and CO2 concentration [8]. In addition, those environment factors are affected inter-relatedly each other [9]. Furthermore, a PFAL utilizes external resources, especially electricity, to control environment conditions [10]. Therefore, the optimal environment conditions in a PFAL should be considered with not only for one or two single factors but also for integrated several factors with resource use efficiency.
The research on the utilization of PFAL for seedling production has been conducted since the early 1990s and focused on the investigation of proper environment conditions for the seedling production in a PFAL. Recently, many studies on the utilization of LED (light emitting diode) in a PFAL were conducted. Control of seedling growth in a PFAL in terms of hypocotyl length, stem diameter, dry matter and compactness is important to improve grafting success rate by manipulating environment conditions [11]. Hence, identification of optimal environment conditions for plant seedling production is essential. In addition, understanding combination of environment factors each other is crucial to obtain maximum productivity in a PFAL. However, most of researchers investigated the plant response under the environment conditions with control of only single environment factor in a PFAL, and these results is difficult to apply the commercial seedling production in a PFAL.
In general, air temperature, photoperiod and light intensity have been known as principal actuators among the various environment factors for plant growth and development, especially biomass production [12,13], and also those environment factors can be easily controlled in a PFAL. Temperature and light conditions affect interactively on plant growth, therefore, an appropriate environment condition for seedling production in a PFAL should be manipulated considering the interaction of multiple environment factors.
Therefore, this study aimed to evaluate the effects of air temperature, photoperiod and light intensity on growth of cucumber scions and rootstocks cultivated in a PFAL. Growth characteristics and seedling quality with light use efficiency analysis were compared to each treatment. 30 different combinations between air temperature, photoperiod and light intensity treatments were investigated to determine optimal conditions of air temperature, photoperiod and light intensity for the production of cucumber scions and rootstocks in a PFAL.

2. Materials and Methods

2.1. Plant Materials and Growth Conditions

Cucumber scions, ‘Joeunbaegdadagi’ (Cucumis sativus L.; Farm Hannong Co. Ltd., Seoul, Korea) and figleaf gourd rootstocks, ‘Heukjong’ (Cucurbita ficifolia Bouché; Sakata Korea Co. Ltd., Seoul, Korea), were sown in 162–cell plug tray (W 280 × L 540 × H 48 mm) filled with the commercial growing media (Hungnong Bio Co. Ltd., Farm Hannong, Seoul, Korea). The cucumber scions and rootstocks were irrigated and germinated in a dark condition with continuous air temperature (28 °C) and relative humidity (100%). The periods of germination of cucumber scions and rootstocks were 36 and 60 h, respectively. After germination, the cucumber scions and rootstocks were cultivated for 6 days in a PFAL (Figure 1). All the treatments were maintained at CO2 concentration 400 μmol∙mol−1 and relative humidity 70/85% (day/night) with white LED lamps (Future Green Co., Ltd., Hwaseong, Korea) and sub-irrigated using the nutrition solution with pH 5.5 and EC (electrical conductivity) 1.4 dS∙m−1. The composition of nutrient solution was: 12 meq L−1 NO3-N, 0.7 meq L−1 NH4-N, 2 meq L−1 P, 7 meq L−1 K, 5 meq L−1 Ca, 2 meq L−1 Mg, 2 meq L−1 SO4-S, 3.0 mg L−1 Fe, 0.5 mg L−1 Mn, 0.05 mg L−1 Zn, 0.5 mg L−1 B, 0.02 mg L−1 Cu and 0.01 mg L−1 Mo.

2.2. Temperature and Light Treatments

2.2.1. Air Temperature and Light Intensity Treatments (Exp. 1)

To determine optimal conditions of air temperature and light intensity, the cucumber scions and rootstocks were cultivated in a PFAL under 15 different treatments consisting of three air temperature levels of 25/20, 26/18 and 27/16 °C and five light intensities of photosynthetic photon flux (PPF) 50, 100, 150, 200 and 250 μmol·m−2·s−1 with 16 h photoperiod. Three PFALs with multi-layer (5 shelves) cultivation system were used for this experiment. Three air temperature treatments were applied in each PFAL, and 5 light intensity treatments were applied in each shelve of multi-layer cultivation system. All the air temperature conditions were maintained average temperature as 23.3 °C with 25.3 ± 0.5/20.1 ± 0.7, 25.8 ± 0.8/18.4 ± 1.3 and 26.9 ± 1.3/16.5 ± 1.9 °C, respectively (Figure 2). Light intensities for 50, 100, 150, 200 and 250 μmol·m−2·s−1 treatments were maintained as 47.0 ± 2.5, 95.9 ± 2.7, 148.0 ± 4.9, 195.5 ± 6.9 and 250.3 ± 8.7 μmol·m−2·s−1, respectively (Figure 3).

2.2.2. Photoperiod and Light Intensity Treatments (Exp. 2)

To determine optimal conditions of photoperiod and light intensity, the cucumber scions and rootstocks were cultivated in a PFAL under 15 different treatments combined with three photoperiods of 12, 16 and 20 h and five PPF light intensities of 50 (47.4 ± 3.6), 100 (98.2 ± 5.4), 150 (150.6 ± 4.0), 200 (198.0 ± 8.0) and 250 (251.2 ± 10.8) μmol·m−2·s−1. Air temperature was maintained at 25.2 ± 0.7/20.2 ± 0.9 °C (photo/dark period). This experiment was conducted in three PFALs with multi-layer (5 shelves) cultivation system. Three photoperiod treatments were applied in each PFAL, and 5 light intensity treatments were applied in each shelve of multi-layer cultivation system.

2.3. Growth of Cucumber Scions and Rootstocks

Growth characteristics, such as hypocotyl length, stem diameter, leaf area, shoot fresh weight and dry weight, of the cucumber scions and rootstocks were investigated after 6 days of cultivation in a PFAL. In Korea, cucumber seedlings are grafted by single cotyledon splice grafting method and rootstocks are used after cutting root. Therefore, we investigated the growth of only shoot parts in cucumber scions and rootstocks in this study. To compare seedling quality and dry matter productivity by the temperature, photoperiod and light intensity treatments, compactness, leaf area index (LAI), leaf area ratio (LAR) and light use efficiency (LUE) were calculated using the following formulae, respectively:
Compactness   = s h o o t   d r y   w e i g h t   ( mg ) h y p o c o t y l   l e n g t h   ( cm )
LAI = l e a f   a r e a   ( cm 2 ) p l u g   t r a y   a r e a   ( cm 2 )
LAR = l e a f   a r e a   ( cm 2 )   s h o o t   d r y   w e i g h t   ( g )
LUE = s h o o t   d r y   w e i g h t   ( g ) l i g h t   i n t e g r a l   ( mol · m 2 )

2.4. Statistical Analysis

A randomized block design with 7 samples and 3 replications was applied in this study. All experimental data for each treatment were analyzed by two-way ANOVA with the general linear model (GLM) via SAS (Enterprise Guide 7.1, SAS Institute Inc., Cary, NC, USA) and represented significance differences at p < 0.05, 0.01 and 0.001. In addition, Tukey’s honestly significant difference (HSD) tests (p < 0.05) were conducted to compare any significant difference among various treatments.

3. Results

3.1. The Effect of Air Temperature and Light Intensity Conditions on the Growth of Cucumber Scions and Rootstocks in a PFAL (Exp. 1)

Morphological characteristics of cucumber scions and rootstocks cultivated in a PFAL were highly affected by the air temperature and light intensity treatments (Figure 4). The hypocotyl length of cucumber scions and rootstocks was affected mainly by light intensity, and increasing the light intensity decreased the hypocotyl length of cucumber scions and rootstocks (Table 1 and Table 2). The leaf area of cucumber scions and rootstocks increased by increasing the light intensity in the range of 50–150 μmol·m−2·s−1, however, the leaf area did not increase in the light intensity of 200 and 250 μmol·m−2·s−1. Increasing the DIF could not promote the hypocotyl elongation of cucumber scions and rootstocks.
In the air temperature and light intensity treatments, the dry weight of cucumber scions showed distinct logarithmic growth models as the light intensity increased from 50 to 250 μmol·m−2·s−1, and the dry weight of rootstocks were linearly increased (Figure 5). The compactness of cucumber scions and rootstocks showed the positive linear correlation with the light intensity. As PPF increased, the effects of PPF on dry weights and compactness of cucumber scions and rootstocks were diminished between the air temperature treatments, except the dry weight of rootstocks at 27/16 °C. The dry weight of cucumber scions and rootstocks at 27/16 °C were relatively lagged behind compared to 25/20 °C and 26/18 °C.
Most of LARs and LAIs at each light intensity treatments, except the LARs of cucumber scions at 250 μmol·m−2·s−1 and rootstocks at 150 μmol·m−2·s−1, were decreased as the DIF increased (Figure 6). Even though the LARs of cucumber scions showed a clear downward trend as the light intensity increased, those of rootstocks did not show clear difference between the light intensity treatments. The LAIs of cucumber rootstocks tend to increase by increasing the light intensity and increasing the DIF affected negatively on the LAIs of cucumber scions and rootstocks.
The LUEs were decreased as the light intensity increased except the LUE of cucumber scions at the 150 μmol·m−2·s−1 and 27/16 °C treatment (Figure 7). The LUEs of rootstocks showed sharp reductions from 50 to 100 μmol·m−2·s−1, and the LUEs of cucumber scions and rootstocks decreased by increasing the DIF in the low intensity treatments (50 and 100 μmol·m−2·s−1).

3.2. The Effect of Photoperiod and Light Intensity Conditions on the Growth of Cucumber Scions and Rootstocks in a PFAL (Exp. 2)

The different photoperiod and light intensity conditions in a PFAL affected significantly on the morphological characteristics of cucumber scions and rootstocks (Figure 8). The hypocotyl length of cucumber scions and rootstocks decreased by increasing the photoperiod and light intensity (Table 3 and Table 4), therefore, increasing the DLI reduced the hypocotyl elongation of cucumber scions and rootstocks. The stem diameter, leaf area, shoot fresh and dry weight tend to increase by increasing the DLI, and the leaf area of cucumber scions and rootstocks increased by increasing the photoperiod. Under the same DLI conditions, the shoot dry weight of cucumber scions and rootstocks was higher in the longer photoperiod and lower light intensity treatment.
In the photoperiod and light intensity treatments, there is a logarithmic relationship between the dry weight of cucumber scions and the light intensity, and the dry weight of rootstocks and the compactness of cucumber scions and rootstocks were linearly increased as the light intensity increased (Figure 9). The dry weight and compactness of cucumber scions and rootstocks at each light intensity significantly increased as the photoperiod increased from 12 to 20 h·d−1. In addition, the differences of dry weights and compactness of cucumber scions and rootstocks between the photoperiod treatments were gradually increased as the light intensity increased. All coefficients of dry weights and compactness were the highest at 20 h·d−1.
The LARs and LAIs from the photoperiod and light intensity treatments were difficult to find general growth and decline trends (Figure 10). The LARs of cucumber scions and rootstocks did not show any trend, expect the downward trends of cucumber rootstocks by increasing the photoperiod at 200 and 250 μmol·m−2·s−1.

3.3. The LUEs of Cucumber Scions and Rootstocks as Affected by Air Temperature, Light Intensity and Photoperiod Conditions in a PFAL

The LUEs were decreased as the light intensity increased in the photoperiod and light intensity treatments, except the LUEs of cucumber scions in the 12 h·d−1 of photoperiod treatments (Figure 11). The differences of LUEs among the photoperiod regimes were not shown in cucumber scions, however, the LUEs of rootstocks showed more significant differences among the photoperiod regimes. In cucumber scions, the LUEs at 50 and 250 μmol·m−2·s−1 were not significantly different among the photoperiod treatments, and the LUE at 150 μmol·m−2·s−1 was exceptionally higher than that at 100 μmol·m−2·s−1 in the 12 h·d−1 of photoperiod.

4. Discussion

4.1. Growth of Cucumber Scions and Rootstocks as Affected by Air Temperature, Light Intensity and Photoperiod in a PFAL

Hypocotyl length, stem diameter, leaf area, dry matter, compactness, LAI and LAR have been considered to compare vegetable seedling growth and quality [14,15,16]. A seedling with proper hypocotyl length and high compactness is considered as a high-quality seedling [17,18]. LAI is used to characterize canopy light condition and photosynthetic rate [19] and LAR indicates overall leafiness [9], and it is helpful to identify the factors affecting plant growth.
In the results of experiment 1, increasing the difference between day and night temperature (DIF) could not increase the hypocotyl length of cucumber scions and rootstocks. Many researchers reported that the increased DIF promotes the stem elongation [20,21,22,23,24] and the stem elongation response to DIF increased by increasing the irradiation intensity [25]. Grimstad and Frimanslund [20] reported that internode length of cucumber increased with increasing average temperature and DIF, and Berghage [26] presented that cucumber is strongly responded to DIF. On the contrary to previous research, our study showed the negative relationship between the DIF and the hypocotyl length. Increasing the light intensity reduced the hypocotyl length of cucumber scions and rootstocks, however, it did not increase the hypocotyl elongation response to the DIF. The leaf area and shoot dry weight tend to increase with increasing the light intensity, however, the relationship between the DIF and the leaf area or the shoot dry weight was not significantly shown. In previous studies, it was reported that the DIF affects the leaf expansion and carbon partitioning [25]. Our results suggest that the control of light intensity is more effective to control the hypocotyl elongation rather than the control of DIF during the production of cucumber scions and rootstocks in a PFAL.
Much research on the effect of the DIF on the growth and morphological characteristics in plants was conducted, however, the most of studies showed the plant response when the negative and positive DIF conditions were applied. Carvalho et al. [27] reported that the response of internode length is strongly related to DIF in chrysanthemum, however, this response is simply the outcome of independent and opposite effects of day and night temperatures. In addition, the relationship between internode length and DIF was more significantly positive when the period of DIF treatment was longer. In this study, we set three positive DIF treatments (5, 8 and 11 °C) and the period of DIF treatment was short (6 days after germination), therefore, the response of hypocotyl length to DIF was not shown clearly.
Generally, it is recommended that air temperature during daytime increases by optimum temperature in order to promote photosynthesis and carbon accumulation. In addition, air temperature during night time decreases by minimum temperature within effective temperature range for the reduction of respiration. The optimum temperature ranges during day and nighttime for cucumber growth was 22~28 °C and 15~18 °C, respectively [28]. The air temperature during photo- and dark-period in the highest DIF treatment (27/16 °C) was included in the optimum temperature ranges for cucumber growth, however, the growth of cucumber scions and rootstocks was lower than the other DIF treatments. As the day and night temperatures were controlled in a greenhouse, the change of temperature between day and night was occurred slowly and gradually. However, the change of temperature between photo- and dark-period was occurred rapidly within less than an hour in the PFAL used in this experiment. The rapid change of temperature between day and night can cause stress to plants and the lager DIF affects more negatively the plant growth in our study. Kozai [29] suggested that it would be better to keep small DIF in order to promote the growth of plants cultivated in a PFAL.
The daily light integral (DLI) is the product of PPF and photoperiod and it affects biomass accumulation and leaf pigmentation in plants [30]. In many horticultural crops, increasing the total sum of irradiation is effective to increase biomass accumulation and harvestable yield [31,32,33]. From the results of experiment 2, increasing the DLI promoted the growth of cucumber scions and rootstocks. At the same DLI, the specific combination of light intensity and photoperiod differently affected the seedling growth. When the DLI was same, the growth of seedlings in a relatively low light intensity and long photo-period condition promoted compared with that in a higher light intensity and shorter photoperiod. Kelly et al. [31] reported that at the same DLI (15.6 mol·m−2·d−1), the growth of lettuce under PPF 180 μmol∙m−2∙s−1 and photoperiod 24 h·d−1 condition was higher than that under PPF 216 μmol∙m−2∙s−1 and photo-period 20 h·d−1 condition or PPF 270 μmol∙m−2∙s−1 and photo-period 16 h·d−1 condition. Hwang et al. [34], also, confirmed a similar result in tomato and red pepper seedlings and these results might account for photosynthesis efficiency.

4.2. Quality of Cucumber Scions and Rootstocks as Affected by Air Temperature, Light Intensity and Photoperiod in a PFAL

In the experiment of air temperature and light intensity, the shoot dry weight and compactness increase with increasing the light intensity, however, the effects of air temperature on the shoot dry weight and compactness were small. Grimstad and Frimanslund [20] reported that the dry weight in cucumber increased with increasing the average day temperature (ADT) in regardless of the DIF. In this experiment, the ADT in three different DIF treatments was same (23.3 °C), therefore, the different air temperature regimes affected slightly the dry weight of cucumber scions and rootstocks.
In the experiment of light intensity and photoperiod, the increase in the shoot dry weight lagged with increasing the light intensity. The relationship between the compactness and the light intensity in all photoperiod treatments was strongly positive due to the increased dry weight and the reduced hypocotyl length by high PPF. Cucumber scions showed the logarithmic relationship between dry weight and light intensity; however, the dry weight of rootstocks was linearly related to light intensity. It was supposed that gourd rootstock has higher light saturation point than cucumber scions.
The effects of air temperature, light intensity and photoperiod on the LAR were not shown significantly in rootstocks. In cucumber scions, the LAR tend to decrease with increasing the light intensity, and the similar relationship was observed in Impatiens plug seedlings [35]. The LAR was calculated based on the shoot dry weight rather than the leaf dry weight in our study, and it is complicated to elucidate the LAR as indicators of leaf thickness. However, if we take no account of this factor, our results showed that the cucumber scions had thin and succulent leaves under the low PPF conditions. Low LAR and long hypocotyl of seedlings are often considered as poor seedling quality in terms of handling and grafting works.

4.3. LUEs of Cucumber Scions and Rootstocks as Affected by Air Temperature, Light Intensity and Photoperiod in a PFAL

From the results of experiment 1 and 2, the LUEs were mainly affected by the light intensity. In a PFAL, the electricity energy consumed by artificial lighting accounts for more than 80% of the total electric energy consumed in all production process [36]. Therefore, it is necessary to consider not only the plant growth but also LUE for the cost-effective production of seedlings in a PFAL. Increasing the light intensity and the photoperiod promoted the growth of cucumber scions and rootstocks, however, the LUE was lowest in the highest PPF and the longest photoperiod condition.
From the results in the experiment 1, the growth of cucumber scions and rootstocks was highest in the PPF 150 μmol∙m−2∙s−1 at 25/20 °C. In the experiment 2, the growth of cucumber scions was highest in the treatment of the photoperiod 20 h·d−1 and the PPF 250 μmol∙m−2∙s−1; and the rootstocks showed the high growth in the photoperiod 20 h·d−1 treatments. The cucumber scions showed the second highest growth in the treatment of the photoperiod 16 h·d−1 and the PPF 150 μmol∙m−2∙s−1. In the treatment of the photoperiod 20 h·d−1 and the PPF 250 μmol∙m−2∙s−1, the LUE was lowest and hypocotyl length was too short. The appropriate range of hypocotyl length for grafting work was 7–8 cm in cucumber scions [37]. Therefore, the light conditions with the photoperiod 16 h·d−1 and the PPF 150 μmol∙m−2∙s−1 is more favorable for the energy efficiency and quality of seedlings. As all results from experiment 1 and 2 were considered, the appropriate temperature and light conditions for the effective production of cucumber scions and rootstocks in a PFAL were air temperature 25/20 °C, PPF 150 μmol∙m−2∙s−1, photoperiod 16 h·d−1.

5. Conclusions

The growth of cucumber scions and rootstocks was affected more strongly by the control of light intensity and photoperiod than by the control of air temperature. Increasing the DIF in a PFAL did not increase the hypocotyl length and affected negatively on the growth of cucumber scions and rootstocks. Increasing the light intensity and the photoperiod increased the growth of seedlings and compactness, however, reduced the LUE. In addition, it was found that, at the same DLI, the growth of seedlings was promoted by decreasing the light intensity and extending the photoperiod. In this study, we suggest that the appropriate temperature and light conditions for the effective production of cucumber scions and rootstocks in a PFAL were air temperature 25/20 °C, PPF 150 μmol∙m−2∙s−1, photoperiod 16 h·d−1 considering the plant growth and energy efficiency.

Author Contributions

Conceptualization, methodology, writing, funding acquisition, S.A.; Conceptualization, methodology, data curation, formal analysis, investigation, H.H.; Conceptualization, supervision, validation, review and editing, Y.K.; Conceptualization, review and editing C.C., Y.J., H.J.L., S.H.W., K.-H.Y. and I.-h.Y. All authors have read and agreed to the published version of the manuscript.

Funding

This research was funded by Rural Development Administration (PJ01384001, “Development of plant factory type seedling production system to produce standard fruit vegetable seedlings linked with a grafting robot”).

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Lee, J.M.; Kuboda, C.; Tsao, S.J.; Bie, Z.; Hoyos Echevarria, P.; Morra, L.; Oda, M. Current status of fruit vegetable grafting: Diffusion, grafting techniques, automation. Sci. Hort. 2010, 127, 93–105. [Google Scholar] [CrossRef]
  2. Bie, Z.; Nawaz, M.A.; Huang, Y.; Lee, J.M.; Golla, G. Introduction to Vegetable Grafting. Vegetable Grafting, Principles and Practices; Colla, G., Alfocea, F.P., Schwarz, D., Eds.; CABI Publishing: Oxfordshire, UK, 2017; pp. 1–21. [Google Scholar]
  3. Rouphael, Y.; Schwarz, D.; Krumbein, A.; Colla, G. Impact of grafting on product quality of fruit vegetables. Sci. Hort. 2010, 127, 172–179. [Google Scholar] [CrossRef]
  4. Leonardi, C.; Romano, D. Recent issues on vegetable grafting. Acta Hort. 2004, 631, 163–174. [Google Scholar] [CrossRef]
  5. Bisbis, M.B.; Gruda, N.S.; Blake, M.M. Securing horticulture in a changing climate-a mini review. Horticulturae 2019, 5, 56. [Google Scholar] [CrossRef] [Green Version]
  6. Kozai, T.; Niu, G. Role of the plant factory with artificial lighting (PFAL) in urban area. In Plant Factory an Indoor Vertical Farming System for Efficient Quality Food Production, 2nd ed.; Kozai, T., Niu, G., Takagaki, M., Eds.; Academic Press: New York, NY, USA, 2020; pp. 237–269. [Google Scholar]
  7. Kozai, T.; Fang, W.; Chun, C.; Tong, Y.; Yang, Q.; Chintakovid, W.; Supaibulwatan, K.; Kubota, C. PFAL business and R&D in the world: Current status and perspectives. In Plant Factory an Indoor Vertical Farming System for Efficient Quality Food Production, 1st ed.; Kozai, T., Niu, G., Takagaki, M., Eds.; Elsevier: London, UK, 2016; pp. 35–68. [Google Scholar]
  8. Gruda, N. Impact of environmental factors on product quality of greenhouse vegetables for fresh consumption. Crit. Rev. Plant Sci. 2005, 24, 227–247. [Google Scholar] [CrossRef]
  9. Kubota, C. Growth, development, transpiration and translocation as affected by abiotic environmental factors. In Plant Factory an Indoor Vertical Farming System for Efficient Quality Food Production, 1st ed.; Kozai, T., Niu, G., Takagaki, M., Eds.; Elsevier: London, UK, 2016; pp. 151–164. [Google Scholar]
  10. Kozai, T.; Niu, G. Plant factory as a resource-efficient closed plant production system. In Plant Factory an Indoor Vertical Farming System for Efficient Quality Food Production, 1st ed.; Kozai, T., Niu, G., Takagaki, M., Eds.; Elsevier: London, UK, 2016; pp. 69–90. [Google Scholar]
  11. An, S.; Park, S.W.; Kwack, Y. Growth of cucumber scions, rootstocks, and grafted seedlings as affected by different irrigation regimes during cultivation of ‘Joenbaekdadagi’ and ‘Heukjong’ seedlings in a plant factory with artificial lighting. Agronomy 2020, 10, 1943. [Google Scholar] [CrossRef]
  12. Went, F.W. The effect of temperature on plant growth. Annu. Rev. Plant Physiol. 1953, 4, 347–362. [Google Scholar] [CrossRef]
  13. Heuvelink, E.; Dorais, M. Crop growth and yield. In Tomatoes, 1st ed.; Heuvelink, E., Ed.; CABI Publishing: Oxfordshire, UK, 2011; pp. 85–144. [Google Scholar]
  14. Hernánde, R.; Eguchi, T.; Deveci, M.; Kubota, C. Tomato seedling physiological responses under different percentages of blue and red photon flux ratios using LEDs and cool white fluorescent lamps. Sci. Hort. 2016, 213, 270–280. [Google Scholar] [CrossRef] [Green Version]
  15. Oda, M.; Tsuji, K.; Sasaki, H. Effect of hypocotyl morphology on survival rate and growth of cucumber seedlings grafted on Cucurbita spp. Jpn. Agri. Res. Qtly. 1993, 26, 259–263. [Google Scholar]
  16. Bantis, F.; Koukounaras, A.; Siomos, A.; Menezes, G.; Dangitsis, C.; Kintzonidis, D. Assessing quantitative criteria for characterization of quality categories for grafted watermelon seedlings. Horticulturae 2019, 5, 16. [Google Scholar] [CrossRef] [Green Version]
  17. Currey, C.J.; Hutchinson, V.A.; Lopez, R.G. Growth, morphology, and quality of rooted cuttings of several herbaceous annual bedding plants are influenced by photosynthetic daily light integral during root development. Hortic. Sci. 2012, 47, 25–30. [Google Scholar] [CrossRef] [Green Version]
  18. Vu, N.T.; Kim, Y.S.; Kang, H.M.; Kim, I.S. Influence of short-term irradiation during pre- and post-grafting period on the graft-take ratio and quality of tomato seedlings. Hortic. Environ. Biotechnol. 2014, 55, 27–35. [Google Scholar] [CrossRef]
  19. Lee, J.W.; Kang, W.H.; Moon, T.; Hwang, I.; Kim, D.; Son, J.E. Estimating the leaf area index of bee peppers according to growth stage using ray-tracing simulation and a long short-term memory algorithm. Hortic. Environ. Biotech. 2020, 61, 255–265. [Google Scholar] [CrossRef]
  20. Grimstad, S.O.; Frimanslund, E. Effect of different day and night temperature regimes on greenhouse cucumber young plant production, flower bud formation and early yield. Sci. Hort. 1993, 53, 191–204. [Google Scholar] [CrossRef]
  21. Koyano, Y.; Chun, C.; Kozai, T. Controlling the lengths of hypocotyl and individual internodes of tomato seedlings by changing DIF with time. J. SHITA 2005, 17, 68–74. [Google Scholar] [CrossRef] [Green Version]
  22. Heuvelink, E. Influence of day and night temperature on the growth of young tomato plants. Sci. Hort. 1989, 38, 11–22. [Google Scholar] [CrossRef]
  23. Thomas, J.F.; Raper, C.D. Effect of day and night temperature during floral induction on morphology of soybeans. Agron. J. 1978, 70, 893–898. [Google Scholar] [CrossRef]
  24. Erwin, J.E.; Heins, R.D.; Karlsson, M.G. Thermomorphogenesis in Lilium longiflorum. Am. J. Bot. 1989, 76, 47–52. [Google Scholar] [CrossRef]
  25. Erwin, J.E.; Heins, R.D. Thermomorphogenic responses in stem and leaf development. HortScience 1995, 30, 940–949. [Google Scholar] [CrossRef] [Green Version]
  26. Berghage, R. Controlling height with temperature. HortTech 1998, 8, 535–539. [Google Scholar] [CrossRef] [Green Version]
  27. Carvalho, S.M.P.; Heuvelink, E.; Cascais, R.; Van Kooten, O. Effect of day and night temperature on internode and stem length in chrysanthemum: Is everything explained by DIF? Ann. Botany 2002, 90, 111–118. [Google Scholar] [CrossRef] [PubMed]
  28. RDA. The Guideline for Smart Greenhouse Environment Management, 1st ed.; Rural Development Administration: Jeonju, Korea, 2017; pp. 194–200. [Google Scholar]
  29. Kozai, T. Basic of Plant Factory, 1st ed.; Seibundo Shinkosha Publishing: Tokyo, Japan, 2014; pp. 86–94. [Google Scholar]
  30. Kelly, N.; Ghoe, D.; Meng, Q.; Runkle, E.S. Promotion of lettuce growth under an increasing daily light integral depends on the combination of the photosynthetic photon flux density and photoperiod. Sci. Hort. 2020, 272, 109565. [Google Scholar] [CrossRef]
  31. Marcelis, L.F.M.; Broekhuijsen, A.G.M.; Meinen, E.; Nijs, E.M.F.M.; Raaphorst, M.G.M. Quantification of the growth response to light quantity of greenhouse grown crops. Acta Hort. 2006, 711, 97–103. [Google Scholar] [CrossRef]
  32. Yan, Z.; He, D.; Niu, G.; Zhou, Q.; Qu, Y. Growth, nutritional quality, and energy use efficiency of hydroponic lettuce as influenced by daily light integrals exposed to white versus white plus red light-emitting diodes. HortScience 2019, 54, 1737–1744. [Google Scholar] [CrossRef] [Green Version]
  33. Zhang, Z.; He, D.; Niu, G.; Yan, Z.; Song, J. Effect of environmental lighting on the growth, photosynthesis, and quality of hydroponic lettuce in a plant factory. Intl. J. Agr. Biol. Eng. 2018, 11, 33–40. [Google Scholar]
  34. Hwang, H.; An, S.; Pham, M.D.; Cui, M.; Chun, C. The combined conditions photoperiod, light intensity, and air temperature control the growth and development of tomato and red pepper seedlings in a closed transplant production system. Sustainability 2020, 12, 9939. [Google Scholar] [CrossRef]
  35. Dreesen, D.R.; Langhans, R.W. Temperature effects on growth of Impatiens plug seedlings in controlled environments. J. Am. Soc. Hort. Sci. 1992, 117, 209–215. [Google Scholar] [CrossRef] [Green Version]
  36. Kozai, T. Resource use efficiency of closed plant production system with artificial light: Concept, estimation and application to plant factory. Phys. Biol. Sci. 2013, 89, 1–15. [Google Scholar] [CrossRef] [Green Version]
  37. Kanai, N. Seedling production method. In Cucumber, 2nd ed.; Noubunkyo Publishing: Tokyo, Japan, 2004; pp. 223–226. [Google Scholar]
Figure 1. Cucumber scions (a) and rootstocks (b) cultivated in a PFAL.
Figure 1. Cucumber scions (a) and rootstocks (b) cultivated in a PFAL.
Horticulturae 07 00102 g001
Figure 2. Changes of air temperature and relative humidity conditions applied in a PFAL.
Figure 2. Changes of air temperature and relative humidity conditions applied in a PFAL.
Horticulturae 07 00102 g002
Figure 3. Spectral distribution properties of light intensity conditions applied in a PFAL.
Figure 3. Spectral distribution properties of light intensity conditions applied in a PFAL.
Horticulturae 07 00102 g003
Figure 4. Cucumber scions (a) and rootstocks (b) cultivated under different air temperature and light intensity conditions in a PFAL.
Figure 4. Cucumber scions (a) and rootstocks (b) cultivated under different air temperature and light intensity conditions in a PFAL.
Horticulturae 07 00102 g004
Figure 5. Regression analyses of the dry weight and compactness of cucumber scions and rootstocks as affected by the different air temperature and light intensity treatments in a PFAL. The values of each point represent means for 3 replicates with 7 samples and standard errors.
Figure 5. Regression analyses of the dry weight and compactness of cucumber scions and rootstocks as affected by the different air temperature and light intensity treatments in a PFAL. The values of each point represent means for 3 replicates with 7 samples and standard errors.
Horticulturae 07 00102 g005
Figure 6. Leaf area ratio (LAR) and leaf area index (LAI) of cucumber scions and rootstocks as affected by the different air temperature and light intensity treatments in a PFAL. The error bar indicates the standard error of the mean for 3 replicates with 7 samples. *** indicates significant differences at p < 0.001. Values with different letters differ significantly at the 95% level according to Tukey’s HSD test. Lowercase letters compares air temperature treatments for each light intensity treatment. Uppercase letters compare light intensity treatments for each air temperature treatment.
Figure 6. Leaf area ratio (LAR) and leaf area index (LAI) of cucumber scions and rootstocks as affected by the different air temperature and light intensity treatments in a PFAL. The error bar indicates the standard error of the mean for 3 replicates with 7 samples. *** indicates significant differences at p < 0.001. Values with different letters differ significantly at the 95% level according to Tukey’s HSD test. Lowercase letters compares air temperature treatments for each light intensity treatment. Uppercase letters compare light intensity treatments for each air temperature treatment.
Horticulturae 07 00102 g006
Figure 7. Light use efficiency (LUE) of cucumber scions and rootstocks as affected by the different air temperature and light intensity treatments in a PFAL. The error bar indicates the standard error of the mean for 3 replicates with 7 samples. ** and *** indicate significant differences at p < 0.01 and 0.001, respectively. Values with different letters differ significantly at the 95% level according to Tukey’s HSD test. Lowercase letters compares air temperature treatments for each light intensity treatment. Uppercase letters compare light intensity treatments for each air temperature treatment.
Figure 7. Light use efficiency (LUE) of cucumber scions and rootstocks as affected by the different air temperature and light intensity treatments in a PFAL. The error bar indicates the standard error of the mean for 3 replicates with 7 samples. ** and *** indicate significant differences at p < 0.01 and 0.001, respectively. Values with different letters differ significantly at the 95% level according to Tukey’s HSD test. Lowercase letters compares air temperature treatments for each light intensity treatment. Uppercase letters compare light intensity treatments for each air temperature treatment.
Horticulturae 07 00102 g007
Figure 8. Cucumber scions (a) and rootstocks (b) cultivated under different photoperiod and light intensity conditions in a PFAL.
Figure 8. Cucumber scions (a) and rootstocks (b) cultivated under different photoperiod and light intensity conditions in a PFAL.
Horticulturae 07 00102 g008
Figure 9. Regression analyses of the dry weight and compactness of cucumber scions and rootstocks as affected by the different air temperature and light intensity treatments in a PFAL. The values of each point represent means for 3 replicates with 7 samples and standard errors.
Figure 9. Regression analyses of the dry weight and compactness of cucumber scions and rootstocks as affected by the different air temperature and light intensity treatments in a PFAL. The values of each point represent means for 3 replicates with 7 samples and standard errors.
Horticulturae 07 00102 g009
Figure 10. Leaf area ratio (LAR) and leaf area index (LAI) of cucumber scions and rootstocks as affected by the different photoperiod and light intensity treatments in a PFAL. The error bar indicates the standard error of the mean for 3 replicates with 7 samples. **, *** and ‘ns’ indicate significant differences at p < 0.01, 0.001 and non-significant differences, respectively. Values with different letters differ significantly at the 95% level according to Tukey’s HSD test. Lowercase letters compares photoperiod treatments for each light intensity treatment. Uppercase letters compare light intensity treatments for each photoperiod treatment.
Figure 10. Leaf area ratio (LAR) and leaf area index (LAI) of cucumber scions and rootstocks as affected by the different photoperiod and light intensity treatments in a PFAL. The error bar indicates the standard error of the mean for 3 replicates with 7 samples. **, *** and ‘ns’ indicate significant differences at p < 0.01, 0.001 and non-significant differences, respectively. Values with different letters differ significantly at the 95% level according to Tukey’s HSD test. Lowercase letters compares photoperiod treatments for each light intensity treatment. Uppercase letters compare light intensity treatments for each photoperiod treatment.
Horticulturae 07 00102 g010
Figure 11. Light use efficiency (LUE) of cucumber scions and rootstocks as affected by the different photoperiod and light intensity treatments in a PFAL. The error bar indicates the standard error of the mean for 3 replicates with 7 samples. * and *** indicate significant differences at p < 0.05 and 0.001, respectively. Values with different letters differ significantly at the 95% level according to Tukey’s HSD test. Lowercase letters compares photoperiod treatments for each light intensity treatment. Uppercase letters compare light intensity treatments for each photoperiod treatment.
Figure 11. Light use efficiency (LUE) of cucumber scions and rootstocks as affected by the different photoperiod and light intensity treatments in a PFAL. The error bar indicates the standard error of the mean for 3 replicates with 7 samples. * and *** indicate significant differences at p < 0.05 and 0.001, respectively. Values with different letters differ significantly at the 95% level according to Tukey’s HSD test. Lowercase letters compares photoperiod treatments for each light intensity treatment. Uppercase letters compare light intensity treatments for each photoperiod treatment.
Horticulturae 07 00102 g011
Table 1. Growth of cucumber scions as affected by the different air temperature and light intensity at 6 days after cultivation in a PFAL.
Table 1. Growth of cucumber scions as affected by the different air temperature and light intensity at 6 days after cultivation in a PFAL.
Air Temperature (°C)PPF
(μmol·m−2·s−1)
Hypocotyl Length
(cm)
Stem Diameter
(mm)
Leaf Area
(cm2)
Shoot Fresh Weight
(g)
Shoot Dry Weight
(g)
25/20507.8bc z1.5d13.7de0.60de0.027gh
1008.2b1.7ab19.0a0.88a0.044ef
1507.0d1.8a19.6a0.85a0.052cd
2005.2fg1.7ab18.0ab0.74b0.053cd
2503.9ij1.6b–d16.1bc0.68b–d0.061ab
26/18509.2a1.5cd13.0e0.67b–d0.027gh
1006.8de1.6a–d15.8c0.67b–d0.037f
1506.3e1.7ab16.2bc0.71bc0.044e
2004.7gh1.7ab16.0bc0.65cd0.055b–d
2504.8gh1.7ab16.5bc0.71bc0.064a
27/16507.1cd1.4e8.6f0.42g0.022h
1005.5f1.5cd11.7e0.49fg0.029g
1505.6f1.7a–c16.4bc0.70bc0.057bc
2004.4hi1.6b–d15.6cd0.64cd0.054b–d
2503.7j1.5cd13.6de0.55ef0.049de
Significance
Air temperature (A) *** *** *** *** ***
Light intensity (B) *** *** *** *** ***
Interaction (A × B) *** *** *** *** ***
z Means for 3 replicates with 7 samples within each column followed by the same letters are not significantly different according to Tukey’s HSD test at p < 0.05. *** = significant at p < 0.001.
Table 2. Growth of cucumber rootstocks as affected by the different air temperature and light intensity at 6 days after cultivation in a PFAL.
Table 2. Growth of cucumber rootstocks as affected by the different air temperature and light intensity at 6 days after cultivation in a PFAL.
Air Temperature (°C)PPF
(μmol·m−2·s−1)
Hypocotyl Length
(cm)
Stem Diameter
(mm)
Leaf Area
(cm2)
Shoot Fresh Weight
(g)
Shoot Dry Weight
(g)
25/20508.1bc z2.5a–d39.3cd2.80b–d0.155de
1005.8e2.3d–f37.8cd2.36ef0.152d–f
1508.0bc2.6ab49.9a3.26a0.190a–c
2006.3e2.5a–c47.4a2.90a–c0.174a–d
2506.4e2.6a50.0a3.16ab0.194ab
26/18509.4a2.4c–e30.1e2.45d–f0.139ef
1007.4cd2.3ef33.6de2.34ef0.141ef
1508.0bc2.5a–c45.2ab3.03a–c0.170cd
2007.3d2.5b–d46.8a3.15ab0.184a–c
2506.2e2.6a–c47.7a3.01a–c0.198a
27/16508.3b2.3d–f23.3f2.11fg0.138ef
1006.2e2.2f21.9f1.76g0.131f
1507.7b–d2.5a–c46.0ab3.04ab0.171b–d
2006.3e2.6ab38.8cd2.50de0.168cd
2505.9e2.5a–c40.7bc2.66c–e0.185a–c
Significance
Air temperature (A) *** *** *** *** ***
Light intensity (B) *** *** *** *** ***
Interaction (A × B) *** NS *** *** NS
z Means for 3 replicates with 7 samples within each column followed by the same letters are not significantly different according to Tukey’s HSD test at p < 0.05. NS: non-significant, *** = significant at p < 0.001.
Table 3. Growth of cucumber scions as affected by the different photoperiod and light intensity at 6 days after cultivation in a PFAL.
Table 3. Growth of cucumber scions as affected by the different photoperiod and light intensity at 6 days after cultivation in a PFAL.
Photoperiod (h·d−1)PPF
(μmol·m−2·s−1)
DLI
(mol·m−2·d−1)
Hypocotyl Length
(cm)
Stem Diameter
(mm)
Leaf Area
(cm2)
Shoot Fresh Weight
(g)
Shoot Dry Weight
(g)
12502.28.3b z1.3e7.7h0.47i0.023j
1004.36.3e–g1.3de10.0h0.47i0.027j
1506.59.2a1.6bc16.3e–f0.84d–g0.045fg
2008.67.5bc1.7bc17.0e–f0.85c–f0.051ef
25010.85.7f–h1.7bc16.1e–f0.76f–h0.048ef
16502.99.3a1.3e14.6g0.74gh0.030ij
1005.87.0c–e1.5cd18.8b–d0.82e–g0.039gh
1508.67.1cd1.7bc21.3a1.00b0.055de
20011.55.8f-h1.6bc14.4g0.68h0.054de
25014.45.3h1.7bc15.2gf0.71h0.064bc
20503.68.3b1.6bc18.0c–e0.87c–e0.037hi
1007.27.6bc1.7b19.9a–c0.93b–d0.051ef
15010.86.5d–f1.6bc19.9a–c0.86c–f0.060cd
20014.45.9f–h1.7b20.4ab0.94bc0.070b
25018.05.6gh1.9a21.8a1.15a0.078a
Significance
Photoperiod (A)***************
Light intensity (B)***************
Interaction (A × B)***************
z Means for 3 replicates with 7 samples within each column followed by the same letters are not significantly different according to Tukey’s HSD test at p < 0.05. *** = significant at p < 0.001.
Table 4. Growth of cucumber rootstocks as affected by the different photoperiod and light intensity at 6 days after cultivation in a PFAL.
Table 4. Growth of cucumber rootstocks as affected by the different photoperiod and light intensity at 6 days after cultivation in a PFAL.
Photoperiod (h·d−1)PPF
(μmol·m−2·s−1)
DLI
(mol·m−2·d−1)
Hypocotyl Length
(cm)
Stem Diameter
(mm)
Leaf Area
(cm2)
Shoot Fresh Weight
(g)
Shoot Dry Weight
(g)
12502.210.9a z2.4d36.8f2.82e–g0.147i
1004.39.6b2.5cd43.9e3.01d–f0.156f–i
1506.58.9bc2.6a–c46.9de3.34a–d0.172e–i
2008.68.8bc2.7ab51.2a–d3.54ab0.184c–e
25010.88.4cd2.6a–d50.8a–d3.30b–d0.170e–i
16502.99.5b2.5b–d35.6f2.66fg0.150hi
1005.87.8de2.6a–d35.1f2.53g0.154g–i
1508.68.9bc2.6a–d48.8b–e3.29b–d0.184c–e
20011.57.9de2.6a–c47.2c–e3.12c–e0.182d–f
25014.46.6f2.7ab52.2a–d3.27b–d0.198b–d
20503.68.2cd2.7a49.5a–e3.50a–c0.174d–g
1007.27.4ef2.6a–c55.3a3.54ab0.180d–g
15010.87.3ef2.7ab53.2a–c3.43a–c0.209a–c
20014.47.2ef2.8a55.0a3.72a0.223ab
25018.04.9g2.7a53.9ab3.35a–d0.235a
Significance
Photoperiod (A)***************
Light intensity (B)***************
Interaction (A × B)************
z Means for 3 replicates with 7 samples within each column followed by the same letters are not significantly different according to Tukey’s HSD test at p < 0.05. *, ** and *** = significant at p < 0.05, 0.01 and 0.001, respectively.
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Share and Cite

MDPI and ACS Style

An, S.; Hwang, H.; Chun, C.; Jang, Y.; Lee, H.J.; Wi, S.H.; Yeo, K.-H.; Yu, I.-h.; Kwack, Y. Evaluation of Air Temperature, Photoperiod and Light Intensity Conditions to Produce Cucumber Scions and Rootstocks in a Plant Factory with Artificial Lighting. Horticulturae 2021, 7, 102. https://0-doi-org.brum.beds.ac.uk/10.3390/horticulturae7050102

AMA Style

An S, Hwang H, Chun C, Jang Y, Lee HJ, Wi SH, Yeo K-H, Yu I-h, Kwack Y. Evaluation of Air Temperature, Photoperiod and Light Intensity Conditions to Produce Cucumber Scions and Rootstocks in a Plant Factory with Artificial Lighting. Horticulturae. 2021; 7(5):102. https://0-doi-org.brum.beds.ac.uk/10.3390/horticulturae7050102

Chicago/Turabian Style

An, Sewoong, Hyunseung Hwang, Changhoo Chun, Yoonah Jang, Hee Ju Lee, Seung Hwang Wi, Kyung-Hwan Yeo, In-ho Yu, and Yurina Kwack. 2021. "Evaluation of Air Temperature, Photoperiod and Light Intensity Conditions to Produce Cucumber Scions and Rootstocks in a Plant Factory with Artificial Lighting" Horticulturae 7, no. 5: 102. https://0-doi-org.brum.beds.ac.uk/10.3390/horticulturae7050102

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop