Next Article in Journal
Biocontrol Potential of Entomopathogenic Nematodes against Odontotermes obesus (Blattodea: Termitidae) under Laboratory and Field Conditions
Previous Article in Journal
Feasibility of Using a Silicon Preparation to Promote Growth of Forest Seedlings: Application to Pine (Pinus sylvestris) and Oak (Quercus robur)
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

Growth of Populus × euramericana Plantlet under Different Light Durations

1
Research Institute of Forestry, Chinese Academy of Forestry, Beijing 100091, China
2
Key Laboratory of Tree Breeding and Cultivation, National Forestry and Grassland Administration, Beijing 100091, China
3
Woodlab, Department of Environment, Ghent University, 9000 Ghent, Belgium
*
Authors to whom correspondence should be addressed.
These authors contributed equally to this work.
Forests 2023, 14(3), 579; https://doi.org/10.3390/f14030579
Submission received: 8 February 2023 / Revised: 10 March 2023 / Accepted: 13 March 2023 / Published: 14 March 2023
(This article belongs to the Section Forest Ecophysiology and Biology)

Abstract

:
Using full-spectrum LED lights, six light treatments of 11 h, 12 h, 13 h, 14 h, 15 h, and CK (greenhouse natural light) were designed to examine the response of Populus euramericana plantlets to light duration in the greenhouse. Every 15 days during the 150-day experiment, plantlet height (H), ground diameter (GD), number of nodes (NN), number of leaves (NL), and the relative chlorophyll content(SPAD) were measured. The response of plantlets to different light durations was demonstrated by establishing and screening growth models, and rhythm and relative chlorophyll content were statistically analyzed. The light duration had a significant effect on the H and GD of Populus euramericana, and their growth was positively correlated with light duration. The short full-spectrum LED lighting duration will affect the rhythm and prematurely halt the growth of H, but the GD will continue to expand. The Gomperz model has the best fitting effect for the growth of Populus euramericana plantlets under LED lighting, with all R2s values greater than 0.89. Long light duration has a greater growth potential, and the rapid growth lasts longer. The delay in the cessation of the increase in the NN was a result of the increased illumination time. Compared with natural light, LED light lessens the NL. Poplar plantlets will have a lower SPAD value if the light duration exceeds 14 h. In the process of growing plantlets in the greenhouse, both light quality and light duration should be considered. In actual production, a combination of natural and artificial light can improve efficiency.

1. Introduction

The entire process of plant growth and development cannot be separated from the influence of environmental factors, among which light is the most important [1]. Light is not only an essential environmental signal for plant growth regulation, but also the only source of energy input and absorption, i.e., the energy source for photosynthesis [2]. Growing plants can create photoperiod signals that trigger a variety of physiological reactions in order to adapt to their environment, therefore altering their morphology [3,4,5]. Photoperiod is the light-time response that affects the seasonal growth, developmental changes, and reproductive behavior of plants [6]. Consequently, photoperiod is usually considered to be one of the most essential environmental elements for plant development and phenological seasonal variation [7].
Photoperiod is often equated with changes in light duration. Changes in light time can trigger blooming [8,9] and relieve dormancy [10]. Changing the light duration of plants in a suitable manner promotes the accumulation of photosynthetic products [11], which in turn impacts plant growth and development [12]. In terms of the morphological response to light duration, Oleksyn [13] discovered that the tree height growth and dry matter growth of Pinus sylvestris populations were higher during longer light periods. In recent years, controlling plant development and productivity by lengthening or reducing the light duration has become a crucial aspect of greenhouse production. LED lighting can be used to overcome the problem of insufficient lighting time in greenhouses during the winter in northern China [14,15,16]. Previous research has demonstrated that LED supplementary lighting between plants improves the light environment of the middle and lower crop leaves, promotes plant photosynthesis, and increases tomato yield [17,18,19].
In addition, light duration affects the rhythm and photosynthetic ability of plantlets [20,21,22]. Although early studies demonstrated that light modulation can affect the growth and rhythmic variation of woody plants, research on efficient plantlet production has only just begun [23]. For the study of the growth law of plant plantlets, growth curves are often used [24], which fit time-series data into a mathematical growth process obtaining plantlet characteristics such as fast-growing interval and growth speed by calculating the relationship between parameters. Changes in the NN and NL best reflected the apparent influence of light duration on plantlet rhythm. The rapid growth of plantlets was accompanied by an increase in the NN and elongation; however, once the growth ceased, the NN did not increase again. The primary organ for photosynthesis is the leaf [25,26,27]. The NL can indicate the photosynthetic ability of plantlets to some degree [28], whereas the chlorophyll concentration of leaves reflects the photosynthetic status of leaves at that time [29]. When the light environment changes, the gradual decrease in chlorophyll content will affect the assimilation of carbon, which will in turn impair the growth and development of plantlets. In study, the relative chlorophyll content is frequently expressed by the SPAD(soil plant analysis development chlorophyll meter) value, which can be employed to comprehend the plantlets’ desire for nitro-inorganic compounds and their reaction to light duration [30].
Populus × euramericana, a fast-growing, high-quality, high-yield, and adaptable tree species, is significant for plantation production worldwide [31,32]. It is simple to reproduce by clone cuttings [33,34,35] since it is a hybrid of Populus deltoides and Populus nigra. Poplar, like other species, grows in response to external environmental elements such as light, temperature, water, latitude, and more. The considerable photoperiod variation between middle and high latitudes has limited poplar species’ popularity. In general, northern poplar species are adapted to long-day circumstances and stop growing in early summer in low latitudes, while southern species require short-day conditions and flourish until late fall [36,37,38,39]. However, poplar’s light cycle response potential has been understudied, especially in early plantlet cultivation of poplars. Thus, this study will simulate different photoperiods by adjusting LED light durations to objectively analyze poplar plantlet growth, rhythm, and leaves. This study will aid poplar and woody plant plantlet and cultivation.

2. Materials and Methods

We hybridized 1000 genotypes of Populus × euramericana in 2015, and screened 30 plantlets that grew well in the greenhouse with a 3% standard. They were bred in field conditions (39°73′35′′ N, 116°75′18′′ E) in the spring of 2016. In April 2017, 16 genotypes were randomly selected to make cuttings and cultivated in the greenhouse as an excellent Populus × euramericana group. The plastic pots for cultivating plantlets have a diameter of 18 cm and a height of 25 cm; 150 pots per genotype. Substrate and plastic pots totaled 6.80 kg before watering, and the substrate volume ratio was loess: charcoal: coarse sand = 5:2:3. The pH value of the substrate is 6.58, the volume moisture content is about 45.40%, and the maximum moisture content is about 63.80%. The light experiment was started when the stems of the plantlets reached the semi-lignified stage (that is, the 45th day after cutting), and the light experiment was carried out for 105 days. The layout of the greenhouse is shown in Figure 1. To avoid the interference of natural light, the plastic greenhouse is divided into 6 rooms evenly by breathable black plastic sheets. Five of the rooms were completely darkened, the only light source in the room was a timed full-spectrum LED grow light (100 W), and the sixth room (CK) was untreated natural light. The five light durations are 11, 12, 13, 14 and 15 h, starting at 8:00 a.m. daily.
The total duration of photosynthetically active radiation (PAR) that the plantlets can accept in the field on the summer solstice is 13 h, and the total sunshine duration of the day is 15 h. The experiment adopted a completely randomized block design with a total of 6 blocks. There are 5 plots in each block, 4 of which are used for repeated measurement of time-series data, and one plot is used for destructive sampling. Each plot has 16 genotypes and 5 clones per genotype. The experimental period is from June to November 2017, a total of 150 days.
From 0 to 150 days [34], the plantlet height (H) and ground diameter (GD) were measured every 15 days with a long steel ruler and a vernier caliper. From the 45th to the 120th day, the NN and NL were counted every 15 days. From day 30 to day 105, the SPAD values of the 4th, 5th and 6th functional leaves were measured from top to bottom with SPAD-502Plus every 15 days. The time-series growth data of H and GD were used to construct the growth curve, and the most suitable plantlet growth model for this experiment was selected by comparing the goodness of fit. The models to be tested are all commonly used plantlet growth curves, including four function types (Table 1). Among them, the fast-growing interval of the Gompertz [40,41] growth model is:
[ t 1 , t 2 ] = [ 1 c L n 2 b 3 + 5 , 1 c L n 2 b 3 5 ] t max = ( t 1 + t 2 ) / 2

3. Results

3.1. Growth of Plantlets

The 11 h, 12 h, and 13 h plantlets’ H stopped growing at 90–105 days; the rest continued until the end of the experiment. GD kept growing. CK had the largest H and GD, followed by 14 h and 15 h, 12 h and 13 h, and 11 h (Table 2).

3.2. Construction of Growth Curves

The results of fitting the growth curve to the 105-day H and GD time series are shown in Table 3. Gompertz better explained the growth of poplar plantlets based on the model’s R2 fit coefficient, which were all greater than 0.89. Figure 2 depicts the Gompertz growth curve, and Table 4 lists the model’s parameters.
The expected fast-growing days of H increased with increasing light duration, with the greatest increase occurring at CK (207 days); with the exception of 13 h, the expected fast-growing days of GD were consistent with those of H, and the expected fast-growing days of GD at 13 h were 210 days.

3.3. Number of Nodes and Leaves and SPAD Value

GD’s growth rate varies, but its growth never stops. However, the growth of H stopped at 11 h, 12 h and 13 h. The NN increase in natural light almost stopped at day 75, and the elongation of nodes did not stop (Figure 3). The increase in NN at 11 h and 12 h stopped 15 days later than that of CK, and the elongation of nodes lasted until the 105th day. NN increased at 13 h, and nodal elongation stopped at 105th day. The increase in NN at 14 h and 15 h stopped at day 120, but the elongation of nodes did not stop.
NL hardly increased at 11 h, 12 h and 13 h on the 45–60th day, and then decreased. At 14 h, the NL first decreased and then increased, and at 15 h, the NL continued to increase. CK NL first increased and then decreased.
The range of CK’s SPAD values is 35 to 40. The plantlets were given a light treatment when they reached day 45 of growth. The SPAD values of CK began to decline 15 days after the light treatment began. The influence of light accelerated the rate at which each treatment’s SPAD declined, and all treatments’ SPAD values reached their lowest points on the 60th day. The SPAD value of CK was consistently higher than those under light treatments. Then, the SPAD values of plantlets exposed to the 11 h and 15 h treatments started to rise, and then it started to fall again after approximately 95 days and 80 days, respectively. By contrast, the SPAD exposed to the 12 h, 13 h, 14 h, and CK treatments generally continued to rise until the experiment’s conclusion. After 105 days of light treatments, SPAD values at 12 h and 13 h were noticeably larger than CK, SPAD values at 11 h were comparable to CK, and SPAD at 14 h and 15 h was noticeably smaller than CK.

4. Discussion

Light is one of the most influential factors on plantlet development, rhythm, and photosynthetic capacity [5]. In this study, the H and GD of plantlets grown under the 11 h, 12 h, and 13 h treatments were significantly smaller than those grown under the 14 h, 15 h, and CK treatments, as were their growth potentials, a finding consistent with previous research [42]. This is due to the fact that short light duration decreases the ability of plants to absorb and assimilate CO2 during growth [43,44], whereas prolonged photosynthesis under long light duration promotes the production of carbohydrates necessary for plant growth [45,46]. However, our results may not be absolutely flawless or as crystal-clear as we had hoped. For instance, the actual light duration of CK is short and varies seasonally, but it is obvious that natural light is more efficient than full-spectrum LED lights, which indirectly indicates that light intensity or light quality is another determinant of plantlet development [47]. In addition, the use of 100 W LED lights in the experiment has dissipated a great deal of heat, so the greenhouse must be ventilated; otherwise, the constant high temperature and high humidity will be detrimental to the plantlets’ growth. If the light intensity of natural light is simulated, higher power plant growth lights and a more advanced temperature and humidity control environment are required, which is obviously difficult and costly.
In addition, the variation of H among different light treatments was much larger than that of GD. The growth rhythm of plantlets played an important role in this process, and the effect of light duration was consistent with previous research results [20,21,23]. These phenomena can also be explained from the comparison between CK and 13 h, that is, 13 h is the longest daylight duration (summer solstice) in the local area. With seasonal changes, the daily duration of photosynthetically active radiation received by CK treatment gradually decreases. On the 75th day, the growth of the NN in the CK treatment stagnated, indicating that the length of natural light at this time had limited the increase in the NN of the plantlets. After autumn, the temperature decreased, and the NN of plantlets under the treatment of short light duration gradually stopped increasing, and then the elongation of nodes began to be limited, which was the end of its growth and cold tolerance [36]. The difference is that the increase and elongation in the NN of the plantlets under long-term light continued, which indicated that the length of light played a leading role in the increase in the NN, and had little relationship with light quality and intensity. Picea pungens plantlets need at least 16 h of light to continue to grow [3], while Populus euramericana only need more than 14 h, which may be caused by the difference in leaf type and genetic difference between coniferous and broad-leaved trees.
Earlier studies suggested that maximizing the growing season may benefit trees [48]. In this study, the expected fast-growing time of Gompertz at 14 h, 15 h and CK was more than twice that of the short light duration, and had obvious growth potential. It shows that the LED light duration of at least 14 h has a positive effect on the growth of poplar plantlets. In addition, prolonging the light duration of plants to a certain extent can promote the accumulation of assimilates [11,15,30]; this was verified in this study and previous studies [49]. Of course, if trees cannot induce proper dormancy periods, there may be an increased risk of late spring/early autumn frost damage and a lack of adequate cold resistance during winter [50,51]. Therefore, it is also crucial to confirm the appropriate light time for the growth, dormancy induction, and cold resistance development of Populus euramericana plantlets.
Leaves are the most important vegetative organ of plantlets, and NL can represent the ability of plantlets to accumulate nutrients. Natural light and 15 h light duration can continuously increase NL, and LED light duration below 15 h can continuously reduce NL, indicating that long-term light promotes the vegetative growth of plantlets. However, under short light, the photosynthetic time of plantlets is shortened, the material accumulation ability is reduced, and the limited energy preferentially ensures apical dominance, which limits the formation of leaves and branches, which is similar to the results of other studies [52]. In addition, chlorophyll is a key factor for plants to complete the absorption and conversion of light energy, and its content changes affect the photosynthetic capacity and nutritional level of plants [49].
The SPAD value is significantly positively correlated with leaf greenness and nitrogen content, and is an important predictor of plant photosynthetic yield [53]. Although full-spectrum LED plant growth lights were used in this study, compared with natural light, there is still a shortage. Continuous weak light will weaken photosynthetic capacity and lead to continuous degradation of chlorophyll [54]. Therefore, under 14 h and 15 h light, the SPAD value of Populus euramericana plantlets was always lower than that of CK. However, the decline in SPAD may also be due to the continuous high growth and increased NL that consumes a large amount of soil nutrients, resulting in lower leaf nitrogen content [55,56]. With the prolongation of the growth days, the SPAD value of the plantlets under the 11–13 h light treatment is generally greater than that of CK. It may be that the plantlets under shorter light conditions are adapted to survive, and energy and nutrients are given priority to the leaves to increase the chlorophyll content to ensure the smooth progress of photosynthesis. It may also be that with the arrival of autumn, the ambient temperature decreases, and the heat emitted by LED lights increases the temperature in the greenhouse, and the relative increase in temperature promotes the synthesis of chlorophyll [57]. Interestingly, the SPAD value under the 13 h treatment was higher than that of CK, which further explained that the difference between the full-spectrum LED light and natural light is not the factor that affects the decrease in chlorophyll content of Populus euramericana plantlets and the weakening of photosynthesis, but the length of light. As for whether the lack of soil nutrients or temperature affects the relative chlorophyll content, follow-up supplementary experiments are needed.
In essence, the light duration should last at least an hour longer than the maximum daylight period in the area, and mixed light sources are preferable to pure LEDs. Growth is best in natural light, but with seasonal variations in temperature and light intensity acting as restrictions. Continuous plant growth is possible with long-term LED full-spectrum light, but the results are not as good as with sunlight. The best course of action is to combine the two during the period of rapid growth. Since LED light is unevenly irradiated, it is necessary to study the growth of the near and far light source areas in the future.

5. Conclusions

The duration of light had a substantial impact on the development of P. euramericana plantlets. In the absence of an increase in light duration, the growth of plantlets, the NN, and fast-growing duration can be inhibited. The Gomperz growth curve best approximates the plantlet growth’s curve, with R2 greater than 0.89. In this experiment, the light duration has the greatest impact on the SPAD value, with light durations exceeding 14 h inhibiting the relative chlorophyll content and durations below 13 h promoting its increase. The NL is influenced by the quality and intensity of light. Under natural light, the NL is greatest, and the longer the duration of light, the greater the NL. When growing P. euramericana poplar plantlets in a greenhouse, the total daily light duration should be greater than 14 h and should include both natural and supplemental light.

Author Contributions

C.L. and N.L. contributed equally to this paper. Conceptualization, C.L. and N.L.; methodology, C.L. and N.L.; software, N.L.; validation, C.D. and X.S.; formal analysis, C.L. and F.L.; investigation, N.L. and F.L.; resources, Q.H. and X.S.; data curation, C.D.; writing—original draft preparation, C.L. and N.L.; writing—review and editing, C.D.; visualization, C.L. and N.L.; supervision, X.S. and Q.H.; project administration, Q.H.; funding acquisition, X.S. All authors have read and agreed to the published version of the manuscript.

Funding

This study was funded by the National Key Research and Development program of China (Grant No. 2022YFD2200301).

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

The data presented in this study are available on request from the corresponding author. The data are not publicly available due to ethical reason.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Tripathi, S.; Hoang, Q.T.N.; Han, Y.J.; Kim, J.I. Regulation of photomorphogenic development by plant phytochromes. Int. J. Mol. Sci. 2019, 20, 6165. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  2. Li, J.; Terzaghi, W.; Gong, Y.; Li, C.; Ling, J.J.; Fan, Y.; Qin, N.; Gong, X.; Zhu, D.; Deng, X.W. Modulation of BIN2 kinase activity by HY5 controls hypocotyl elongation in the light. Nat. Commun. 2020, 11, 1592. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  3. Young, E.; Hanover, J.W. Effects of quality, intensity, and duration of light breaks during a long night on dormancy in blue spruce (Picea pungens Engelm.) seedlings. Plant Physiol. 1977, 60, 271–273. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  4. Qin, N.; Xu, D.; Li, J.; Deng, X.W. COP9 Signalosome: Discovery, conservation, activity and function. J. Integr. Plant Biol. 2020, 62, 90–103. [Google Scholar] [CrossRef] [Green Version]
  5. Fankhauser, C.; Chory, J. Light control of plant development. Annu. Rev. Cell Dev. Biol. 1997, 13, 203–229. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  6. Ramos-Sánchez, J.M.; Triozzi, P.M.; Alique, D.; Geng, F.; Gao, M.; Jaeger, K.E.; Wigge, P.A.; Allona, I.; Perales, M. LHY2 integrates night-length information to determine timing of poplar photoperiodic growth. Curr. Biol. 2019, 29, 2402–2406.e4. [Google Scholar] [CrossRef] [Green Version]
  7. Meng, L.; Zhou, Y.; Gu, L.; Richardson, A.D.; Peñuelas, J.; Fu, Y.; Wang, Y.; Asrar, G.R.; De Boeck, H.J.; Mao, J.; et al. Photoperiod decelerates the advance of spring phenology of six deciduous tree species under climate warming. Glob. Chang. Biol. 2021, 27, 2914–2927. [Google Scholar] [CrossRef]
  8. Ream, T.S.; Woods, D.P.; Schwartz, C.J.; Sanabria, C.P.; Mahoy, J.A.; Walters, E.M.; Kaeppler, H.F.; Amasino, R.M. Interaction of photoperiod and vernalization determines flowering time of Brachypodium distachyon. Plant Physiol. 2014, 164, 694–709. [Google Scholar] [CrossRef] [Green Version]
  9. Qin, Z.; Bai, Y.; Muhammad, S.; Wu, X.; Deng, P.; Wu, J.; An, H.; Wu, L. Divergent roles of FT-like 9 in flowering transition under different day lengths in Brachypodium distachyon. Nat. Commun. 2019, 10, 812. [Google Scholar] [CrossRef] [Green Version]
  10. Grime, J.P.; Mason, G.; Curtis, A.V.; Rodman, J.; Band, S.R. A comparative study of germination characteristics in a local flora. J. Ecol. 1981, 69, 1017–1059. [Google Scholar] [CrossRef]
  11. Wei, H.; Ren, J.; Zhou, J. Effect of exponential fertilization on growth and nutritional status in Buddhist pine (Podocarpus macrophyllus [Thunb.] D. Don) seedlings cultured in natural and prolonged photoperiods. Soil Sci. Plant Nutr. 2013, 59, 933–941. [Google Scholar] [CrossRef] [Green Version]
  12. Or’eilly, C.; Arnott, J.T.; Owens, J.N. Effect of photoperiod and moisture availability on shoot growth, seedlingmorphology, and cuticle and epicuticularwax features of container grown western hemlock seedlings. Can. J. For. Res. 1989, 19, 122–131. [Google Scholar] [CrossRef]
  13. Oleksyn, J.; Tjoelker, M.G.; Reich, P.B. Growth and biomass partitioning of populations of European Pinus sylvestris L. under simulated 50° and 60° N daylengths: Evidence for photoperiodic ecotypes. New Phytol. 1992, 120, 561–574. [Google Scholar] [CrossRef]
  14. Li, X.W.; Chen, Q.X.; Lei, H.Q.; Wang, J.W.; Yang, S.; Wei, H.X. Nutrient uptake and utilization by fragrant rosewood (Dalbergia odorifera) seedlings cultured with oligosaccharide addition under different lighting spectra. Forests 2018, 9, 29. [Google Scholar] [CrossRef] [Green Version]
  15. Wang, S.; Fang, H.; Xie, J.; Wu, Y.; Tang, Z.; Liu, Z.; Lv, J.; Yu, J. Physiological responses of cucumber seedlings to different supplemental light duration of red and blue LED. Front. Plant Sci. 2021, 12, 1403. [Google Scholar] [CrossRef] [PubMed]
  16. Wei, H.; Wang, M.; Jeong, B.R. Effect of supplementary lighting duration on growth and activity of antioxidant enzymes in grafted watermelon seedlings. Agronomy 2020, 10, 337. [Google Scholar] [CrossRef] [Green Version]
  17. Dueck, T.; Janse, J.; Eveleens, B.A.; Kempkes, F.L.K.; Marcelis, L.F.M. Growth of tomatoes under hybrid LED and HPS lighting. Acta Hortic. 2012, 952, 335–342. [Google Scholar] [CrossRef]
  18. Gómez, C.; Mitchell, C.A. In search of an optimized supplemental lighting spectrum for greenhouse tomato production with intracanopy lighting. Acta Hortic. 2016, 1134, 57–62. [Google Scholar] [CrossRef]
  19. Lu, N.; Maruo, T.; Johkan, M.; Hohjo, M.; Tsukagoshi, S.; Ito, Y.; Ichimura, T.; Shinohara, Y. Effect of supplemental lighting within the canopy at different developing stages on tomato yield and quality of single-truss tomato plants grown at high density. Environ. Control Biol. 2012, 50, 1–11. [Google Scholar] [CrossRef] [Green Version]
  20. Azad, M.O.K.; Chun, I.J.; Jeong, J.H.; Kwon, S.T.; Hwang, J.M. Response of the growth characteristics and phytochemical contents of pepper (Capsicum annuum L.) seedlings with supplemental LED light in glass house. J. Bio-Environ. Control 2011, 20, 182–188. [Google Scholar]
  21. Kwak, M.J.; Je, S.M.; Cheng, H.C.; Seo, S.M.; Park, J.H.; Baek, S.G.; Khaine, I.; Lee, T.; Jang, J.; Li, Y.; et al. Night light-adaptation strategies for photosynthetic apparatus in yellow-poplar (Liriodendron Tulipifera L.) exposed to artificial night lighting. Forests 2018, 9, 74. [Google Scholar] [CrossRef] [Green Version]
  22. Velez-Ramirez, A.I.; van Leperen, W.; Vreugdenhil, D.; Millenaar, F.F. Plants under continuous light. Trends Plant Sci. 2011, 16, 310–318. [Google Scholar] [CrossRef] [Green Version]
  23. Riikonen, J. Pre-cultivation of Scots pine and Norway spruce transplant seedlings under four different light spectra did not affect their field performance. New Forest. 2016, 47, 607–619. [Google Scholar] [CrossRef]
  24. Wang, H.L.; Zhang, Y.; Wang, T.; Yang, Q.; Yang, Y.; Li, Z.; Li, B.; Wen, X.; Li, W.; Yin, W.; et al. An alternative splicing variant of PtRD26 delays leaf senescence by regulating multiple NAC transcription factors in Populus. Plant Cell 2021, 33, 1594–1614. [Google Scholar] [CrossRef]
  25. Hao, C.; Yang, Y.; Du, J.; Deng, X.W.; Li, L. The PCY-SAG14 phytocyanin module regulated by PIFs and miR408 promotes dark-induced leaf senescence in Arabidopsis. Proc. Natl. Acad. Sci. USA 2022, 119, e2116623119. [Google Scholar] [CrossRef] [PubMed]
  26. Wang, Y.; Wang, J.; Chen, L.; Meng, X.; Zhen, X.; Liang, Y.; Han, Y.; Li, H.; Zhang, B. Identification and function analysis of yellow-leaf mutant (YX-yl) of broomcorn millet. BMC Plant Biol. 2022, 22, 463. [Google Scholar] [CrossRef]
  27. Hsieh, C.Y.; Fang, S.L.; Wu, Y.F.; Chu, Y.C.; Kuo, B.J. Using sigmoid growth curves to establish growth models of tomato and eggplant stems suitable for grafting in subtropical countries. Horticulturae 2021, 7, 537. [Google Scholar] [CrossRef]
  28. Hirose, T.; Oikawa, S. Mean residence time of leaf number, area, mass, and nitrogen in canopy photosynthesis. Oecologia 2012, 169, 927–937. [Google Scholar] [CrossRef]
  29. Li, D.; Chen, J.M.; Yu, W.; Zheng, H.; Yao, X.; Cao, W.; Wei, D.; Xiao, C.; Zhu, Y.; Cheng, T. Assessing a soil-removed semi-empirical model for estimating leaf chlorophyll content. Remote Sens. Environ. 2022, 282, 113284. [Google Scholar] [CrossRef]
  30. Guo, Y.P.; Zhang, L.C.; Hong, S.S.; Shen, Y.G. Responses of gas exchange and chlorophyll fluorescence to different low temperatures in Satsuma mandarin (Citrus unshiu Marc.). Acta Phytophysiol. Sin. 2000, 26, 88–94. (In Chinese) [Google Scholar]
  31. Fang, S.; Xue, J.; Tang, L. Biomass production and carbon sequestration potential in poplar plantations with different management patterns. J. Environ. Manag. 2007, 85, 672–679. [Google Scholar] [CrossRef]
  32. Shi, Q.; Tian, D.; Wang, J.; Chen, A.; Miao, Y.; Chen, Y.; Li, J.; Wu, X.; Zheng, B.; Guo, W.; et al. Overexpression of miR390b promotes stem elongation and height growth in Populus. Hortic. Res. 2022, 10, uhac258. [Google Scholar] [CrossRef] [PubMed]
  33. Fang, S. Silviculture of poplar plantation in China: A review. J. Appl. Ecol. 2008, 19, 2308–2316. [Google Scholar]
  34. Zlatković, M.; Tenorio-Baigorria, I.; Lakatos, T.; Tóth, T.; Koltay, A.; Pap, P.; Marković, M.; Orlović, S. Bacterial canker disease on Populus × euramericana Caused by Lonsdalea populi in Serbia. Forests 2020, 11, 1080. [Google Scholar] [CrossRef]
  35. Pallardy, S.G.; Gibbins, D.E.; Rhoads, J.L. Biomass production by two-year-old poplar clones on floodplain sites in the Lower Midwest, USA. Agroforest. Syst. 2003, 59, 21–26. [Google Scholar] [CrossRef]
  36. Böhlenius, H.; Huang, T.; Charbonnel-Campaa, L.; Brunner, A.M.; Jansson, S.; Strauss, S.H.; Nilsson, O. CO/FT regulatory module controls timing of flowering and seasonal growth cessation in trees. Science 2006, 312, 1040–1043. [Google Scholar] [CrossRef] [Green Version]
  37. Meyer, M.; Morgenstern, K.; Heilig, D.; Heil, B.; Kovács, G.; Leibing, C.; Krabel, D. Biomass allocation and root characteristics of early-stage poplars (Populus spp.) for assessing their water-deficit response during SRC establishment. BioEnerg. Res. 2021, 14, 385–398. [Google Scholar] [CrossRef]
  38. Zhang, M.; Suren, H.; Holliday, J.A. Phenotypic and genomic local adaptation across latitude and altitude in Populus trichocarpa. Genome Biol. Evol. 2019, 11, 2256–2272. [Google Scholar] [CrossRef] [Green Version]
  39. Ceulemans, R.; Deraedt, W. Production physiology and growth potential of poplars under short-rotation forestry culture. Forest Ecol. Manag. 1999, 121, 9–23. [Google Scholar] [CrossRef]
  40. Yu, Z.M.; Kang, W.J.; Tu, S.P. Simulation of growth curve based on nonlinear models of logistic and gompertz for Euscaphis konishii seedling. Acta Agric. Univ. Jiangxiensis 2017, 39, 1187–1195. (In Chinese) [Google Scholar]
  41. Yazdan, I.; Majid, N.; Gholamhassan, R. Investigation on germination and seedling growth of three Salicornia species in response to different levels of salinity stress originated from sodium chloride using gompertz function. Environ. Stre. Crop Sci. 2022, 15, 231–246. [Google Scholar]
  42. Johnsen, K.H.; Seiler, J.R. Growth, shoot phenology and physiologyof diverse seed sources of black spruce: I. Seedling responses to varied atmospheric CO2 concentrations and photoperiods. Tree Physiol. 1996, 16, 367–373. [Google Scholar] [CrossRef]
  43. Deng, X.W.; Quail, P.H. Signalling in light-controlled development. Semin. Cell Dev. Biol. 1999, 10, 121–129. [Google Scholar] [CrossRef] [PubMed]
  44. Arnott, T.A. Photoperiod control of container seedlings. In Proceedings of the Western Forest Nursery Council and Intermountain Nurseryman’s Association, Ogden, Utah, 14–16 August 1984; pp. 9–13. [Google Scholar]
  45. Yin, J.; Lin, F.; De Lombaerde, E.; Mao, Z.; Liu, S.; Ye, J.; Fang, S.; Wang, X. The effects of light, conspecific density and soil fungi on seedling growth of temperate tree species. Forest Ecol. Manag. 2023, 529, 120683. [Google Scholar] [CrossRef]
  46. Huo, C. Effects of light and nitrogen on growth, carbon and nitrogen metabolism of Fraxinus mandshurica seedlings. J. Northeast For. Univ. 2009, 45, 38–44. (In Chinese) [Google Scholar]
  47. Xiao, F.; Chen, C.; Gong, W.; Xiong, Y.; Zhou, Y.; Guo, W.; Li, B.; Wang, Y. Trade-off between shade tolerance and chemical resistance of invasive Phytolacca americana under different light levels compared with its native and exotic non-invasive congeners. Environ. Exp. Bot. 2022, 196, 104809. [Google Scholar] [CrossRef]
  48. Beuker, E. Adaptation to climatic changes of the timing of bud burst in populations of Pinus sylvestris L. and Picea abies (L.) Karst. Tree Physiol. 1994, 14, 961–970. [Google Scholar] [CrossRef] [PubMed]
  49. Liu, C.; Wang, M.Y.; Liu, N.; Ding, C.; Gu, B.; Chen, C.; Ning, K.; Su, X.; Huang, Q. Effects of different irradiation duration on growth and photosynthetic characteristics of Populus × euramericana seedlings. Sci. Silv. Sin. 2018, 54, 33–41. (In Chinese) [Google Scholar]
  50. Murray, M.B.; Cannell, M.G.R.; Smith, R.I. Date of budburst of fifteen tree species in Britain following climatic warming. J. Appl. Ecol. 1989, 26, 693–700. [Google Scholar] [CrossRef]
  51. Howe, G.T.; Hackett, W.P.; Furnier, G.R.; Klevorn, R.E. Photoperiodic responses of a northern and southern ecotype of black cottonwood. Physiol. Plant 1995, 93, 695–708. [Google Scholar] [CrossRef]
  52. Ekmekci, Y.; Terzoğlu, S. Interactive effects of vernalization, day length and light intensity on the number of leaves and flag leaf area in some wheat cultivars. Turk. J. Bot. 1998, 22, 303–312. [Google Scholar]
  53. Szulc, P.; Bocianowski, J.; Nowosad, K.; Zielewicz, W.; Kobus-Cisowska, J. SPAD leaf greenness index: Green mass yield indicator of maize (Zea mays L.), genetic and agriculture practice relationship. Plants 2021, 10, 830. [Google Scholar] [CrossRef] [PubMed]
  54. Lim, P.O.; Kim, H.J.; Hong, G.N. Leaf senescence. Annu. Rev. Plant Biol. 2007, 58, 115–136. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  55. Bergstand, K.-J.; Schüssler, H.K. Growth, development and photosynthesis of some horticultural plants as affected by different supplementary lighting technologies. Europ. J. Hort. Sci. 2013, 78, 119–125. [Google Scholar]
  56. Yue, X.; Hu, Y.; Zhang, H.; Schmidhalter, S. Evaluation of both SPAD reading and SPAD index on estimating the plant nitrogen status of winter wheat. Int. J. Plant Prod. 2020, 14, 67–75. [Google Scholar] [CrossRef]
  57. Du, X.; Gao, Z.; Sun, X.; Bian, D.; Ren, J.; Yan, P.; Cui, Y. Increasing temperature during early spring increases winter wheat grain yield by advancing phenology and mitigating leaf senescence. Sci. Total Environ. 2022, 812, 152557. [Google Scholar] [CrossRef]
Figure 1. Cultivation and experimental procedures. The experimental group is the plantlets directly under the lamp, and the plantlets at the edge of the light are not relevant to this research.
Figure 1. Cultivation and experimental procedures. The experimental group is the plantlets directly under the lamp, and the plantlets at the edge of the light are not relevant to this research.
Forests 14 00579 g001
Figure 2. Gomperz growth curve comparison.
Figure 2. Gomperz growth curve comparison.
Forests 14 00579 g002
Figure 3. The number of nodes and leaves and the change of SPAD value. The shaded area is the 95% confidence interval.
Figure 3. The number of nodes and leaves and the change of SPAD value. The shaded area is the 95% confidence interval.
Forests 14 00579 g003
Table 1. Models to be tested. Y is the value of triat, and t represents time. Parameter ‘a’ is the asymptotic (maximum) length, b and c are parameters to be estimated.
Table 1. Models to be tested. Y is the value of triat, and t represents time. Parameter ‘a’ is the asymptotic (maximum) length, b and c are parameters to be estimated.
Function TypeFunction NameEquationRanges of C
Quasi-linearGeneralized Single Indexy = a + b ∗ exp(−c ∗ t)0–50
Quasi-powerRichardsy = a ∗ (1 − exp(−c ∗ t))^b0–2
Quasi-hyperbolicLogisticy = a/(1 + b ∗ exp(−c ∗ t))0.1–9
Quasi-powerLevakovicy = a ∗ (t^2/(c + t^2))^b1–50
Quasi-exponentialGompertzy = a ∗ exp(−b ∗ exp(−c ∗ t))0–2
Quasi-linearLog-Lineary = a + b ∗ log(t + c)0–50
Table 2. Descriptive statistics for H and GD. The data format is “mean ± standard deviation”.
Table 2. Descriptive statistics for H and GD. The data format is “mean ± standard deviation”.
TraitDays11 h12 h13 h14 h15 hCK
H15060.80 ± 10.0761.66 ± 8.0264.66 ± 15.87101.51 ± 36.6999.53 ± 31.33102.19 ± 42.49
13560.80 ± 10.0661.66 ± 8.0264.66 ± 15.8799.04 ± 35.9395.92 ± 30.54100.51 ± 42.73
12060.80 ± 10.0561.66 ± 8.0264.66 ± 15.8796.07 ± 34.1092.85 ± 27.70100.10 ± 42.50
10560.80 ± 10.0461.66 ± 8.0264.66 ± 15.8793.13 ± 31.5788.80 ± 25.1299.17 ± 41.36
9059.14 ± 10.2260.18 ± 8.1463.88 ± 15.2789.27 ± 28.0483.33 ± 20.9795.51 ± 36.67
7558.32 ± 10.2859.81 ± 8.2762.31 ± 13.3081.08 ± 19.7175.63 ± 15.9683.83 ± 28.18
6057.35 ± 10.2359.08 ± 8.0059.75 ± 10.2272.48 ± 13.1665.76 ± 10.0968.69 ± 16.04
4554.83 ± 9.5955.59 ± 6.8455.53 ± 8.9865.12 ± 11.3258.58 ± 7.8657.45 ± 11.58
3037.98 ± 5.1137.32 ± 4.4736.39 ± 4.8441.25 ± 6.2239.75 ± 5.3839.37 ± 7.10
023.67 ± 4.0123.62 ± 3.9023.69 ± 4.0523.71 ± 4.1023.71 ± 4.1023.69 ± 4.08
GD1506.60 ± 0.886.46 ± 0.707.11 ± 1.307.76 ± 1.757.40 ± 1.629.49 ± 2.56
1356.29 ± 0.756.20 ± 0.686.57 ± 1.097.25 ± 1.486.92 ± 1.348.94 ± 2.41
1206.11 ± 0.706.04 ± 0.666.35 ± 1.006.86 ± 1.296.54 ± 1.128.58 ± 2.31
1055.98 ± 0.675.90 ± 0.636.07 ± 0.736.55 ± 0.996.22 ± 0.898.10 ± 1.96
905.86 ± 0.665.75 ± 0.605.90 ± 0.666.34 ± 0.885.96 ± 0.787.65 ± 1.72
755.67 ± 0.635.56 ± 0.595.64 ± 0.646.03 ± 0.705.67 ± 0.626.98 ± 1.41
605.47 ± 0.635.34 ± 0.555.24 ± 0.525.70 ± 0.665.32 ± 0.505.89 ± 0.80
455.25 ± 0.595.10 ± 0.534.96 ± 0.485.36 ± 0.595.08 ± 0.445.39 ± 0.64
304.67 ± 0.564.40 ± 0.524.33 ± 0.494.58 ± 0.564.56 ± 0.454.59 ± 0.56
03.66 ± 0.563.61 ± 0.553.62 ± 0.513.65 ± 0.563.65 ± 0.543.64 ± 0.56
Table 3. Goodness of fit comparison.
Table 3. Goodness of fit comparison.
FigureRanges of R2
HGD
Generalized Single Index0.7756–0.98020.8583–0.9751
Richards0.5535–0.77460.4132–0.6666
Logistic0.5516–0.77320.7640–0.9566
levakovic0.5524–0.77380.4121–0.6655
Gompertz0.8947–0.98710.9104–0.9793
Log-Linear0.7676–0.97550.8321–0.9694
Table 4. Gomperz equation parameters and fast growth interval.
Table 4. Gomperz equation parameters and fast growth interval.
TraitTreatmentabct1tmaxt2Expected DurationR2
H11 h62.7360.9920.033124680680.9484
12 h63.9131.0170.032124883710.9547
13 h68.0321.0830.029145698840.9153
14 h110.8671.5720.021291141991700.9386
15 h112.9891.5870.018341352352010.9871
CK119.6681.6670.018351392422070.8947
GD11 h6.6500.5940.018124985730.9664
12 h6.7060.6230.0161559103880.9758
13 h8.6070.8690.009361412462100.9634
14 h8.9970.9000.011321252191870.9793
15 h9.5270.9460.008451753052610.9663
CK15.0301.4430.008712794884170.9104
‘a’ represents the final value: the growth potential (110–120 cm) of H at 14 h, 15 h, and CK is nearly double that of 11 h, 12 h, and 13 h (62–68 cm). GD has the greatest growth potential in CK (15 mm), followed by 13−15 h (8–9 mm), and 11 h and 12 h have the least (6.7 mm).
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content.

Share and Cite

MDPI and ACS Style

Liu, C.; Liu, N.; Ding, C.; Liu, F.; Su, X.; Huang, Q. Growth of Populus × euramericana Plantlet under Different Light Durations. Forests 2023, 14, 579. https://doi.org/10.3390/f14030579

AMA Style

Liu C, Liu N, Ding C, Liu F, Su X, Huang Q. Growth of Populus × euramericana Plantlet under Different Light Durations. Forests. 2023; 14(3):579. https://doi.org/10.3390/f14030579

Chicago/Turabian Style

Liu, Chenggong, Ning Liu, Changjun Ding, Fenfen Liu, Xiaohua Su, and Qinjun Huang. 2023. "Growth of Populus × euramericana Plantlet under Different Light Durations" Forests 14, no. 3: 579. https://doi.org/10.3390/f14030579

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