Research Article
Bantis, F., Koukounaras, A., Siomos, A. S., Fotelli, M. N., Kintzonidis, D. (2020) Bichromatic red and blue LEDs during healing enhance the vegetative growth and quality of grafted watermelon seedlings. Sci Hortic 261:109000.
10.1016/j.scienta.2019.109000Choi, I.-L., Wang, L., Lee, J. H., Han, S. J., Ko, Y.-W., Kim, Y., Kang, H.-M. (2019) Effect of LED and QD-LED(Quantum dot) treatments on production and quality of red radish (Raphanus sativus L.) sprout. J Bio-Environ Control 28:265-272.
10.12791/KSBEC.2019.28.3.265Gamon, J. A., Penuelas, J., Field, C. (1992) A narrow-waveband spectral index that tracks diurnal changes in photosynthetic efficiency. Remote Sens Environ 41:35-44.
10.1016/0034-4257(92)90059-SGitelson, A. A., Merzlyak, M. N., Chivkunova, O. B. (2001) Optical properties and nondestructive estimation of anthocyanin content in plant leaves. Photochem Photobiol 74:38-45.
10.1562/0031-8655(2001)074<0038:OPANEO>2.0.CO;2Gitelson, A. A., Zur, Y., Chivkunova, O. B., Merzlyak, M. N. (2002) Assessing carotenoid content in plant leaves with reflectance spectroscopy. Photochem Photobiol 75:272-281.
10.1562/0031-8655(2002)075<0272:ACCIPL>2.0.CO;2Graamans, L., Baeza, E., van den Dobbelsteen, A., Tsafaras, I., Stanghellini, C. (2018) Plant factories versus greenhouses: Comparison of resource use efficiency. Agricultural Systems 160:31-43.
10.1016/j.agsy.2017.11.003Hammock, H. A., Kopsell, D. A., Sams, C. E. (2023) Application timing and duration of LED and HPS supplements differentially influence yield, nutrient bioaccumulation, and light use efficiency of greenhouse basil across seasons. Front Plant Sci 14:1174823.
10.3389/fpls.2023.117482338023892PMC10644351Hwang, H., An, S., Pham, M. D., Cui, M., Chun, C. (2020) The combined conditions of photoperiod, light intensity, and air temperature control the growth and development of tomato and red pepper seedlings in a closed transplant production system. Sustainability 12:9939.
10.3390/su12239939Izzo, L. G., Mele, B. H., 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.
10.1016/j.envexpbot.2020.104195Jeong, H. W., Lee, H. R., Kim, H. M., Kim, H. M., Hwang, H. S., Hwang, S. J. (2020) Using light quality for growth control of cucumber seedlings in closed-type plant production system. Plants 9:639.
10.3390/plants905063932429540PMC7284851Johkan, M., Shoji, K., Goto, F., Hashida, S.-n., Yoshihara, T. (2010) Blue Light-emitting diode light irradiation of seedlings improves seedling quality and growth after transplanting in red leaf lettuce. HortScience 45:1809-1814.
10.21273/HORTSCI.45.12.1809Kassambara, A., Mundt, F. (2016) Factoextra: extract and visualize the results of multivariate data analyses. CRAN: Contributed Packages.
10.32614/CRAN.package.factoextraKatuwal, K. B., Yang, H., Huang, B. (2023) Evaluation of phenotypic and photosynthetic indices to detect water stress in perennial grass species using hyperspectral, multispectral and chlorophyll fluorescence imaging. Grass Res 3:16.
10.48130/GR-2023-0016Kozai, T. (2018) Plant factories with artificial lighting (PFALs): Benefits, problems, and challenges. pp.15-29. In: Smart Plant Factory: The Next Generation Indoor Vertical Farms. Springer.
10.1007/978-981-13-1065-2_2Kwon, Y. B., Lee, J. H., Kim, M. J., Lee, D. Y., Choi, I.-L., Yoon, H. S., Kim, Y., Kim, J., Kang, H.-M. (2025) Effects of exogenous L-glutamic acid and supplemental LED lighting on the growth and yield of Paprika. Hortic Environ Biotechnol 66:1327-1345.
10.1007/s13580-025-00728-5Kwon, Y. B., Lee, J. H., Roh, Y. H., Choi, I.-L., Kim, Y., Kim, J., Kang, H.-M. (2023) Effect of supplemental inter-lighting on Paprika cultivated in an unheated greenhouse in summer using various Light-emitting diodes. Plants 12:1684.
10.3390/plants1208168437111907PMC10143467Lê, S., Josse, J., Husson, F. (2008) FactoMineR: An R package for multivariate analysis. J Stat Softw 25:1-18.
10.18637/jss.v025.i01Lee, J. H., Kwon, Y. B., Roh, Y. H., Choi, I.-L., Kim, J., Kim, Y., Yoon, H. S., Kang, H.-M. (2023) Effect of various LED light qualities, including wide red spectrum-LED, on the growth and quality of mini red romaine lettuce (cv. Breen). Plants 12:2056.
10.3390/plants1210205637653973PMC10223557Li, Y., Xin, G., Shi, Q., Yang, F., Wei, M. (2023) Response of photomorphogenesis and photosynthetic properties of sweet pepper seedlings exposed to mixed red and blue light. Front Plant Sci 13:984051.
10.3389/fpls.2022.98405136825250PMC9942156Lim, M.-Y., Choi, S.-H., Choi, K.-Y., Kim, S.-H., Jung, H.-J. (2021) Effects of irrigation amount during fruit setting and EC levels at different growth stages on growth and quality of melon (Cucumis melo L.) in fall cultivation using coir substrate. Korean J Hortic Sci Technol 39:446-455.
10.7235/HORT.20210040Liu, J., Masabni, J., Niu, G. (2025) Organic fertilizer optimization for enhanced growth and nutrient uptake in bell pepper transplants (Capsicum annuum L.). Horticulturae 11:1066.
10.3390/horticulturae11091066Liu, X., Shi, R., Gao, M., He, R., Li, Y., Liu, H. (2022) Effects of LED light quality on the growth of pepper (Capsicum spp.) seedlings and the development after transplanting. Agronomy 12:2269.
10.3390/agronomy12102269Luo, H., Xu, H., Chu, C., He, F., Fang, S. (2020) High temperature can change root system architecture and intensify root interactions of plant seedlings. Front Plant Sci11:160.
10.3389/fpls.2020.0016032161613PMC7054236Melissas, C., Bantis, F., Dangitsis, C., Kostas, S., Koukounaras, A. (2022) Proposed light wavelengths during healing of grafted tomato seedlings enhance their adaptation to transplant shock. Agriculture 12:797.
10.3390/agriculture12060797Meng, Q., Kelly, N., Runkle, E. S. (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.
10.1016/j.envexpbot.2019.03.016Nakamura, Y., Tsujimoto, K., Ogawa, T., Noda, H. M., Hikosaka, K. (2024) Correction of photochemical reflectance index (PRI) by optical indices to predict non-photochemical quenching (NPQ) across various species. Remote Sens Environ 305:114062.
10.1016/j.rse.2024.114062Ouzounis, T., Rosenqvist, E., Ottosen, C.-O. (2015) Spectral effects of artificial light on plant physiology and secondary metabolism: A review. HortScience 50:1128-1135.
10.21273/HORTSCI.50.8.1128Pay, M. L., Christensen, J., He, F., Roden, L., Rasel, M., Tyler, L., Ahmed, H., Foo, M. (2024) A review of LED driver topologies and control methods for energy-efficient smart farming application. Trends and Technological Challenges in Green Energy: Selected Papers from ICGET 2023:37-46.
10.1007/978-3-031-55579-4_4Pugliese, M., Gilardi, G., Garibaldi, A., Gullino, M. L. (2024) The impact of climate change on vegetable crop diseases and their management: the value of phytotron studies for the agricultural industry and associated stakeholders. Phytopathology 114:843-854.
10.1094/PHYTO-08-23-0284-KCQin, K., Leskovar, D. I. (2020) Humic substances improve vegetable seedling quality and post-transplant yield performance under stress conditions. Agriculture 10:254.
10.3390/agriculture10070254RDA (2021) Thorough temperature and light management for winter melon cultivation. Rural Development Administration, Wanju, Korea.
Rouse, J. W. Jr., Haas, R. H., Deering, D. W., Schell, J. A., Harlan, J. C. (1974) Monitoring the vernal advancement of retrogradation of natural vegetation. NASA/GSFC, type III, final report, greenbelt, MD, vol 371. NASA Goddard Space Flight Center, Greenbelt, MD.
Strasser, R. J., Tsimilli-Michael, M., Srivastava, A. (2004) Analysis of the chlorophyll a fluorescence transient. In Chlorophyll a fluorescence: A signature of photosynthesis. Springer 321-362.
10.1007/978-1-4020-3218-9_12Terashima, I., Fujita, T., Inoue, T., Chow, W. S., 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.
10.1093/pcp/pcp034Wei, Y., Wang, S., Yu, D. (2023) The role of light quality in regulating early seedling development. Plants 12:2746.
10.3390/plants1214274637514360PMC10383958Weng, J., Rehman, A., Li, P., Chang, L., Zhang, Y., Niu, Q. (2022) Physiological and transcriptomic analysis reveals the responses and difference to high temperature and humidity stress in two melon genotypes. Int J Mol Sci 23:734.
10.3390/ijms2302073435054918PMC8776189Wickham, H., verick, M., Bryan, J., Chang, W., McGowan, L. D. A., François, R., Grolemund, G., Hayes, A., Henry, L., Hester, J., Kuhn, M., Pedersen, T. L., Miller, E., Bache, S. M., Müller, K., Ooms, J., Robinson, D., Seidel, D. P., Spinu, V., Takahashi, K., Vaughan, D., Wilke, C., Woo, K., Yutani, H. (2019) Welcome to the tidyverse. J Open Source Softw 4:1686.
10.21105/joss.01686- Publisher :Agriculture and Life Sciences Research Institute, Kangwon National University
- Publisher(Ko) :None
- Journal Title :Journal of Agricultural, Life and Environmental Sciences
- Volume : 38
- No :1
- Pages :21-35
- Received Date : 2025-11-26
- Revised Date : 2025-12-08
- Accepted Date : 2025-12-08
- DOI :https://doi.org/10.22698/jales.20260002


Journal of Agricultural, Life and Environmental Sciences







