Review Special Issues

Increasing efficiency of crop production with LEDs

  • Received: 16 April 2018 Accepted: 14 June 2018 Published: 29 June 2018
  • Light-emitting diode (LED) technology is paving the way to increase crop production efficiency with electric lamps. Users can select specific wavelengths to elicit targeted photomorphogenic, biochemical, or physiological plants responses. In addition, LEDs can help control the seasonality of flowering plants to accurately schedule uniform flowering based on predetermined market dates. Research has shown that the monochromatic nature of LEDs can help prevent physiological disorders that are common in indoor environments, and help reduce incidence of pest and disease pressure in agriculture, which could ultimately increase crop production efficiency by preventing crop losses. Furthermore, a significant attribute of LED technology is the opportunity to reduce energy costs associated with electric lighting. Studies have shown that by increasing canopy photon capture efficiency and/or precisely controlling light output in response to the environment or to certain physiological parameters, energy efficiency and plant productivity can be optimized with LEDs. Future opportunities with LED lighting include the expansion of the vertical farming industry, applications for space-based plant growth systems, and potential solutions to support off-grid agriculture.

    Citation: Celina Gómez, Luigi Gennaro Izzo. Increasing efficiency of crop production with LEDs[J]. AIMS Agriculture and Food, 2018, 3(2): 135-153. doi: 10.3934/agrfood.2018.2.135

    Related Papers:

  • Light-emitting diode (LED) technology is paving the way to increase crop production efficiency with electric lamps. Users can select specific wavelengths to elicit targeted photomorphogenic, biochemical, or physiological plants responses. In addition, LEDs can help control the seasonality of flowering plants to accurately schedule uniform flowering based on predetermined market dates. Research has shown that the monochromatic nature of LEDs can help prevent physiological disorders that are common in indoor environments, and help reduce incidence of pest and disease pressure in agriculture, which could ultimately increase crop production efficiency by preventing crop losses. Furthermore, a significant attribute of LED technology is the opportunity to reduce energy costs associated with electric lighting. Studies have shown that by increasing canopy photon capture efficiency and/or precisely controlling light output in response to the environment or to certain physiological parameters, energy efficiency and plant productivity can be optimized with LEDs. Future opportunities with LED lighting include the expansion of the vertical farming industry, applications for space-based plant growth systems, and potential solutions to support off-grid agriculture.


    加载中
    [1] Barta DJ, Tibbitts TW, Bula RJ, et al. (1992) Evaluation of light-emitting diode characteristics for a space-based plant irradiation source. Adv Space Res 12: 141–149.
    [2] Bula RJ, Morrow RC, Tibbitts TW, et al. (1991) Light-emitting diodes as a radiation source for plants. HortScience 26: 203–205.
    [3] Emmerich JC, Morrow RC, Clavette T, et al. (2004) Plant research unit lighting system development. SAE Technical Paper Series: 2004-01-2454.
    [4] Morrow RC, Duffie NA, Tibbitts TW, et al. (1995) Plant response in the ASTROCULTURE flight experiment unit. SAE Technical Paper Series: 951624.
    [5] Massa GD, Kim HH, Wheeler RM, et al. (2008) Plant productivity in response to LED lighting. HortScience 43: 1951–1956.
    [6] Inada K (1976) Action spectra for photosynthesis in higher plants. Plant Cell Physiol 17: 355–365.
    [7] McCree KJ (1972) The action spectrum absorptance and quantum yield of photosynthesis in crop plants. Agric Meteorol 9: 191–216.
    [8] Brown CS, Schuerger AC, Sager JC (1995) Growth and photomorphogenesis of pepper plants under red light-emitting diodes with supplemental blue or far-red lighting. J Am Soc Hortic Sci 120: 808–813.
    [9] Goins GD, Yorio NC, Sanwo-Lewandowski MM, et al. (1998) Life cycle experiments with Arabidopsis grown under red light-emitting diodes (LEDs). Life Support Biosph Sci 5: 143–149.
    [10] Hoenecke ME, Bula RJ, Tibbitts TW (1992) Importance of blue photon levels for lettuce seedlings grown under red-light-emitting diodes. HortScience 27: 427–430.
    [11] Tripathy BC, Brown CS (1995) Root-shoot interaction in the greening of wheat seedlings grown under red light. Plant Physiol 107: 407–411. doi: 10.1104/pp.107.2.407
    [12] Yorio NC, Wheeler RM, Goins GD, et al. (1998) Blue light requirements for crop plants used in bioregenerative life support systems. Life Support Biosph Sci 5: 119–128.
    [13] Cope KR, Snowden MC, Bugbee B (2014) Photobiological interactions of blue light and photosynthetic photon flux: effects of monochromatic and broad-spectrum light sources. Photochem Photobiol 90: 574–584. doi: 10.1111/php.12233
    [14] Goins GD, Yorio NC, Sanwo MM, et al. (1997) Photomorphogenesis, photosynthesis, and seed yield of wheat plants grown under red light-emitting diodes (LEDs) with and without supplemental blue lighting. J Exp Bot 48: 1407–1413. doi: 10.1093/jxb/48.7.1407
    [15] Hogewoning SW, Douwstra P, Trouwborst G, et al. (2010) An artificial solar spectrum substantially alters plant development compared with usual climate room irradiance spectra. J Exp Bot 61: 1267–1276. doi: 10.1093/jxb/erq005
    [16] Bugbee B (2016) Toward an optimal spectral quality for plant growth and development: the importance of radiation capture. Acta Hort 1134: 1–12.
    [17] Assmann SM, Shimazaki K-I (1999) The multisensory guard cell. Stomatal responses to blue light and abscisic acid. Plant Physiol 119: 809–815.
    [18] Kaufman LS (1993) Transduction of blue-light signals. Plant Physiol 102: 333–337. doi: 10.1104/pp.102.2.333
    [19] Lin C, Ahmad M, Cashmore AR (1996) Arabidopsis cryptochrome 1 is a soluble protein mediating blue light-dependent regulation of plant growth and development. Plant J 10: 893–902. doi: 10.1046/j.1365-313X.1996.10050893.x
    [20] Cope KR, Bugbee B (2013) Spectral effects of three types of white light-emitting diodes on plant growth and development: absolute versus relative amounts of blue light. HortScience 48: 504–509.
    [21] Poulet L, Massa GD, Morrow RC, et al. (2014) Significant reduction in energy for plant-growth lighting in space using targeted LED lighting and spectral manipulation. Life Sciences in Space Research 2: 43–53. doi: 10.1016/j.lssr.2014.06.002
    [22] Smith H, Whitelam GC (1997) The shade avoidance syndrome: multiple responses mediated by multiple phytochromes. Plant Cell Environ 20: 840–844. doi: 10.1046/j.1365-3040.1997.d01-104.x
    [23] Snowden MC, Cope KR, Bugbee B (2016) Sensitivity of seven diverse species to blue and green light: interactions with photon flux. Plos One 11: e0163121. doi: 10.1371/journal.pone.0163121
    [24] Wang XY, Xu XM, Cui J (2015) The importance of blue light for leaf area expansion, development of photosynthetic apparatus, and chloroplast ultrastructure of Cucumis sativus grown under weak light. Photosynthetica 53: 213–222. doi: 10.1007/s11099-015-0083-8
    [25] Ouzounis T, Rosenqvist E, Ottosen CO (2015) Spectral effects of artificial light on plant physiology and secondary metabolism: a review. HortScience 50: 1128–1135.
    [26] Mitchell CA, Stutte GW (2015) Sole-source lighting for controlled-environment agriculture. NASA Technical Reports.
    [27] Chen L, Lin CC, Yeh CW, et al. (2010) Light converting inorganic phosphors for white light-emitting diodes. Materials 3: 2172–2195. doi: 10.3390/ma3032172
    [28] Brodersen CR, Vogelmann TC (2010) Do changes in light direction affect absorption profiles in leaves? Funct Plant Biol 37: 403–412. doi: 10.1071/FP09262
    [29] Sun JD, Nishio JN, Vogelmann TC (1998) Green light drives CO2 fixation deep within leaves. Plant Cell Physiol 39: 1020–1026. doi: 10.1093/oxfordjournals.pcp.a029298
    [30] Terashima I, Fujita T, Inoue T, et al. (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. doi: 10.1093/pcp/pcp034
    [31] Frantz JM, Joly RJ, Mitchell CA (2000) Intracanopy lighting influences radiation capture, productivity, and leaf senescence in cowpea canopies. J Am Soc Hortic Sci 125: 694–701.
    [32] Kim HH, Goins GD, Wheeler RM, et al. (2004) Green-light supplementation for enhanced lettuce growth under red- and blue-light-emitting diodes. HortScience 39: 1617–1622.
    [33] Lu N, Maruo T, Johkan M, et al. (2012) Effects of supplemental lighting with light-emitting diodes (LEDs) on tomato yield and quality of single-truss tomato plants grown at high planting density. Environmental Control in Biology 50: 63–74. doi: 10.2525/ecb.50.63
    [34] Park Y, Runkle ES (2017) Far-red radiation promotes growth of seedlings by increasing leaf expansion and whole-plant net assimilation. Environ Exp Bot 136: 41–49. doi: 10.1016/j.envexpbot.2016.12.013
    [35] Zhen S, van Iersel MW (2017) Far-red light is needed for efficient photochemistry and photosynthesis. J Plant Physiol 209: 115–122. doi: 10.1016/j.jplph.2016.12.004
    [36] Blom TJ, Tsujita MJ, Roberts GL (1995) Far-red at end of day and reduced irradiance affect plant height of easter and asiatic hybrid lilies. HortScience 30: 1009–1012.
    [37] Chia PL, Kubota C (2010) End-of-day far-red light quality and dose requirements for tomato rootstock hypocotyl elongation. HortScience 45: 1501–1506.
    [38] Decoteau DR, Friend HH (1991) Growth and subsequent yield of tomatoes following end-of-day light treatment of transplants. HortScience 26: 1528–1530.
    [39] Decoteau DR, Kasperbauer MJ, Daniels DD, et al. (1988) Plastic mulch color effects on reflected light and tomato plant-growth. Sci Hort 34: 169–175. doi: 10.1016/0304-4238(88)90089-1
    [40] Ilias IF, Rajapakse N (2005) The effects of end-of-the-day red and far-red light on growth and flowering of Petunia × hybrida 'countdown burgundy' grown under photoselective films. HortScience 40: 131–133.
    [41] Kasperbauer MJ, Peaslee DE (1973) Morphology and photosynthetic efficiency of tobacco leaves that received end-of-day red or far-red light during development. Plant Physiol 52: 440–442. doi: 10.1104/pp.52.5.440
    [42] Yang ZC, Kubota C, Chia PL, et al. (2012) Effect of end-of-day far-red light from a movable LED fixture on squash rootstock hypocotyl elongation. Sci Hort 136: 81–86. doi: 10.1016/j.scienta.2011.12.023
    [43] Fraszczak B (2013) Effect of short-term exposure to red and blue light on dill plants growth. HortScience 40: 177–185.
    [44] Chinchilla S, Izzo LG, van Santen E, et al. (2018) Growth and physiological responses of lettuce grown under pre-dawn or end-of-day sole-source light-quality treatments. horticulturae 4: 8. doi: 10.3390/horticulturae4020008
    [45] Jishi T, Kimura K, Matsuda R, et al. (2016) Effects of temporally shifted irradiation of blue and red LED light on cos lettuce growth and morphology. Sci Hort 198: 227–232. doi: 10.1016/j.scienta.2015.12.005
    [46] Sung IK, Takano T (1997) Effects of supplemental blue-and red-lights in the morning twilight on the growth and physiological responses of cucumber seedlings. Environmental Control in Biology 35: 261–265. doi: 10.2525/ecb1963.35.261
    [47] Goto E (2003) Effects of light quality on growth of crop plants under artificial lighting. Environmental Control in Biology 41: 121–132. doi: 10.2525/ecb1963.41.121
    [48] Tallman G, Zeiger E (1988) Light quality and osmoregulation in Vicia guard cells: evidence for involvement of three metabolic pathways. Plant Physiol 88: 887–895. doi: 10.1104/pp.88.3.887
    [49] Gómez C, Mitchell CA (2015) Growth responses of tomato seedlings to different spectra of supplemental lighting. Hortscience 50: 112–118.
    [50] Thomas B, Vince-Prue D (1996) Daylength perception in short-day plants. In: Photoperiodism in Plants, 2 Eds. London: Academic Press, 118–142.
    [51] Hamaker CK (1998) Influence of photoperiod and temperature on flowering of Asclepias tuberosa, Campanula carpatica 'Blue Clips', Coreopsis grandiflora 'Early Sunrise', Coreopsis verticillata 'Moonbeam', Lavandula angustifolia 'Munstead', and Physostegia virginiana 'Alba'. MS Thesis, Michigan State University.
    [52] Runkle ES, Heins RD, Cameron AC, et al. (2001) Photocontrol of flowering and stem extension of the intermediate-day plant Echinacea purpurea. Physiol Plant 112: 433–441. doi: 10.1034/j.1399-3054.2001.1120318.x
    [53] Craig DS (2012) Determining effective ratios of red and far-red light from light-emitting diodes that control flowering of photoperiodic ornamental crops. MS Thesis, Michigan State University.
    [54] Meng Q, Runkle ES (2015) Low-intensity blue light in night-interruption lighting does not influence flowering of herbaceous ornamentals. Sci Hort 186: 230–238. doi: 10.1016/j.scienta.2015.01.038
    [55] Meng Q, Runkle ES (2017) Moderate-intensity blue radiation can regulate flowering, but not extension growth, of several photoperiodic ornamental crops. Environ Exp Bot 134: 12–20. doi: 10.1016/j.envexpbot.2016.10.006
    [56] Whitman CM, Heins RD, Cameron AC, et al. (1998) Lamp type and irradiance level for daylength extensions influence flowering of Campanula carpatica 'Blue clips', Coreopsis grandiflora 'Early Sunrise', and Coreopsis verticillata 'Moonbeam'. J Am Soc Hortic Sci 123: 802–807.
    [57] Nadarajah N (2011) Is solid state lighting ready for the incandescent lamp phase-out? SPIE Optical Engineering + Applications Conference 8123: 812302.
    [58] Runkle ES, Padhye SR, Oh W, et al. (2012) Replacing incandescent lamps with compact fluorescent lamps may delay flowering. Sci Hort 143: 56–61. doi: 10.1016/j.scienta.2012.05.028
    [59] Meng QW, Runkle ES (2014) Controlling flowering of photoperiodic ornamental crops with light-emitting diode lamps: a coordinated grower trial. HortTechnology 24: 702–711.
    [60] Craig DS, Runkle ES (2016) An intermediate phytochrome photoequilibria from night interruption lighting optimally promotes flowering of several long-day plants. Environ Exp Bot 121: 132–138. doi: 10.1016/j.envexpbot.2015.04.004
    [61] Craig DS, Runkle ES (2013) A moderate to high red to far-red light ratio from light-emitting diodes controls flowering of short-day plants. J Am Soc Hortic Sci 138: 167–172.
    [62] Meng QW, Runkle ES (2016) Control of flowering using night-interruption and day-extension LED lighting, In: Kozai T, Fujiwara K and Runkle ES, LED Lighting for Urban Agriculture. Springer, Singapore, 191–201.
    [63] Meng QW, Runkle ES (2017) Moderate-intensity blue radiation can regulate flowering, but not extension growth, of several photoperiodic ornamental crops. Environ Exp Bot 134: 12–20. doi: 10.1016/j.envexpbot.2016.10.006
    [64] Hamamoto H, Yamazaki K (2009) Reproductive response of okra and native rosella to long-day treatment with red, blue, and green light-emitting diode lights. HortScience 5: 1494–1497.
    [65] Jeong SW, Park S, Jin JS, et al. (2012) Influences of four different light-emitting diode lights on flowering and polyphenol variations in the leaves of Chrysanthemum (Chrysanthemum morifolium). J Agric Food Chem 60: 9793–9800. doi: 10.1021/jf302272x
    [66] Hamamoto H, Shimaji H, Higashide T (2003) Budding and bolting responses of horticultural plants to night-break treatments with LEDs of various colors. J Agric Meteorol 59: 103–110.
    [67] Kohyama F, Whitman C, Runkle ES (2014) Comparing flowering responses of long-day plants under incandescent and two commercial light-emitting diode lamps. HortTechnology 24: 490–495.
    [68] Lang SP, Struckmeyer BE, Tibbitts TW (1983) Morphology of intumescence development on tomato plants. J Am Soc Hortic Sci 108: 266–271.
    [69] Morrow RC, Tibbitts TW (1988) Evidence for involvement of phytochrome in tumor-development on plants. Plant Physiol 88: 1110–1114. doi: 10.1104/pp.88.4.1110
    [70] Craver JC, Miller CT, Williams KA, et al. (2014) Ultraviolet radiation affects intumescence development in ornamental sweetpotato (Ipomoea batatas). HortScience 49: 1277–1283.
    [71] Kubota C, Eguchi T, Kroggel M (2017) UV-B radiation dose requirement for suppressing intumescence injury on tomato plants. Sci Hort 226: 366–371. doi: 10.1016/j.scienta.2017.09.006
    [72] Rud NA (2009) Environmental factors influencing the physiological disorders of edema on ivy geranium (Pelargonium Peltatum) and intumescences on tomato (Solanum Lycopersicum). MS Thesis, Kansas State University.
    [73] Eguchi T, Hernández R, Kubota C (2016) Far-red and blue light synergistically mitigate intumescence injury of tomato plants grown under UV-deficit light environment. HortScience 51: 712–719.
    [74] Wollaeger HM, Runkle ES (2014) Growth of impatiens, petunia, salvia, and tomato seedlings under blue, green, and red light-emitting diodes. HortScience 49: 734–740.
    [75] Wollaeger HM, Runkle ES (2015) Growth and acclimation of impatiens, salvia, petunia, and tomato seedlings to blue and red light. HortScience 50: 522–529.
    [76] Wheeler RM, Morrow RC (2010) Physiological disorders in closed, controlled environment crops. NASA Technical Reports.
    [77] Trouwborst G, Hogewoning SW, van Kooten O, et al. (2016) Plasticity of photosynthesis after the 'red light syndrome' in cucumber. Environ Exp Bot 121: 75–82. doi: 10.1016/j.envexpbot.2015.05.002
    [78] Ohashi-Kaneko K, Takase M, Kon N, et al. (2007) Effect of light quality on growth and vegetable quality in leaf lettuce, spinach and komatsuna. Environmental Control in Biology 45: 189–198. doi: 10.2525/ecb.45.189
    [79] Son KH, Oh MM (2013) Leaf shape, growth, and antioxidant phenolic compounds of two lettuce cultivars grown under various combinations of blue and red light-emitting diodes. HortScience 48: 988–995.
    [80] Johansen NS, Vanninen I, Pinto DM, et al. (2011) In the light of new greenhouse technologies: 2. Direct effects of artificial lighting on arthropods and integrated pest management in greenhouse crops. Ann Appl Biol 159: 1–27.
    [81] Schuerger AC, Brown CS (1997) Spectral quality affects disease development of three pathogens on hydroponically grown plants. HortScience 32: 96–100.
    [82] Vanninen I, Pinto DM, Nissinen AI, et al. (2010) In the light of new greenhouse technologies: 1. Plant-mediated effects of artificial lighting on arthropods and tritrophic interactions. Ann Appl Biol 157: 393–414.
    [83] Carvalho SD, Folta KM (2014) Environmentally modified organisms – Expanding genetic potential with light. Crit Rev Plant Sci 33: 486–508. doi: 10.1080/07352689.2014.929929
    [84] Kanto T, Matsuura K, Yamada M, et al. (2009) UV-B radiation for control of strawberry powdery mildew. VI International Strawberry Symposium 842: 359–362.
    [85] Kobayashi M, Kanto T, Fujikawa T, et al. (2014) Supplemental UV radiation controls rose powdery mildew disease under the greenhouse conditions. Environmental Control in Biology 51: 157–163. doi: 10.2525/ecb.51.157
    [86] Imada K, Tanaka S, Ibaraki Y, et al. (2014) Antifungal effect of 405-nm light on Botrytis cinerea. Lett Appl Microbiol 59: 670–676. doi: 10.1111/lam.12330
    [87] Tokuno A, Ibaraki Y, Ito S-i, et al. (2012) Disease suppression in greenhouse tomato by supplementary lighting with 405 nm LED. Environmental Control in Biology 50: 19–29. doi: 10.2525/ecb.50.19
    [88] Kudo R, Ishida Y, Yamamoto K (2011) Effects of green light irradiation on induction of disease resistance in plants. VI International Symposium on Light in Horticulture 907: 251–254.
    [89] Kudo R, Yamamoto K (2013) Effects of green light irradiation on Corynespora leaf spot disease in Perilla. Hortic Res 12: 13–157.
    [90] Kudo R, Yamamoto K, Suekane A, et al. (2009) Development of green light pest control systems in plants. I. Studies on effects of green light irradiation on induction of disease resistance. SRI Res Rep 93: 31–35.
    [91] Suthaparan A, Torre S, Stensvand A, et al. (2010) Specific light-emitting diodes can suppress sporulation of Podosphaera pannosa on greenhouse roses. Plant Dis 94: 1105–1110. doi: 10.1094/PDIS-94-9-1105
    [92] Wang H, Jiang YP, Yu HJ, et al. (2010) Light quality affects incidence of powdery mildew, expression of defence-related genes and associated metabolism in cucumber plants. Eur J Plant Pathol 127: 125–135.
    [93] Patel JS, Zhang SA, McGrath MT (2016) Red light increases suppression of downy mildew in basil by chemical and organic Products. J Phytopathol 164: 1022–1029. doi: 10.1111/jph.12523
    [94] Bishop AL, Bellis GA, McKenzie HJ, et al. (2006) Light trapping of biting midges Culicoides spp. (Diptera: Ceratopogonidae) with green light-emitting diodes. Australian Journal of Entomology 45: 202–205.
    [95] Chen TY, Chu CC, Henneberry TJ, et al. (2004) Monitoring and trapping insects on poinsettia with yellow sticky card traps equipped with light-emitting diodes. HortTechnology 14: 337–341.
    [96] Duehl AL, Cohnstaedt AR, Teal P (2011) Evaluating light attraction to increase trap efficiency for Tribolium castaneum (Coleoptera: Tenebrionidae). J Econ Entomol 104: 1430–1435. doi: 10.1603/EC10458
    [97] Katsuki M, Omae Y, Okada K, et al. (2012) Ultraviolet light-emitting diode (UV LED) trap for the West Indian sweet potato weevil, Euscepes postfasciatus (Coleoptera: Curculionidae). Appl Entomol Zool 47: 285–290. doi: 10.1007/s13355-012-0113-y
    [98] McQuate GT (2014) Green light synergistally enhances male sweetpotato weevil response to sex pheromone. Sci Rep 4: 4499.
    [99] Sonoda S, Kataoka Y, Kohara Y, et al. (2014) Trap catches of dipteran insects using ultraviolet LED (light emitting diode) and water-pan trap. Jpn J Appl Entomol 58: 32–35. doi: 10.1303/jjaez.2014.32
    [100] Stukenberg N, Ahrens N, Poehling HM (2018) Visual orientation of the black fungus gnat, Bradysia difformis, explored using LEDs. Entomol Exp Appl 166: 113–123. doi: 10.1111/eea.12652
    [101] Stukenberg N, Gebauer K, Poehling HM (2015) Light emitting diode(LED)-based trapping of the greenhouse whitefly (Trialeurodes vaporariorum). J Appl Entomol 139: 268–279. doi: 10.1111/jen.12172
    [102] Yoon J-b, Nomura M, Ishikura S (2012) Analysis of the flight activity of the cotton bollworm Helicoverpa armigera (Hubner) (Lepidoptera: Noctuidae) under yellow LED lighting. Jpn J Appl Entomol 56: 103–110. doi: 10.1303/jjaez.2012.103
    [103] Liu H, Gao Z, Deng SZ, et al. (2018) The photokinesis of oriental fruit flies, Bactrocera dorsalis, to LED lights of various wavelengths. Entomol Exp Appl 166: 102–112. doi: 10.1111/eea.12648
    [104] Nelson JA, Bugbee B (2014) Economic analysis of greenhouse lighting: light emitting diodes vs. high intensity discharge fixtures. Plos One 9: e99010.
    [105] Wallace C, Both AJ (2016) Evaluating operating characteristics of light sources for horticultural applications. VIII International Symposium on Light in Horticulture 1134: 435–443.
    [106] Frantz JM, Chun C, Joly RJ, et al. (1998) Intracanopy lighting of cowpea canopies in controlled environments. Life Support Biosph Sci 5: 183–190.
    [107] Massa GD, Mitchell CA, Emmerich JC, et al. (2005) Development of a reconfigurable LED plant-growth lighting system for equivalent system mass reduction in an ALS. SAE Technical Paper Series: 2005–01–2955.
    [108] Dueck TA, Janse J, Eveleens BA, et al. (2012) Growth of tomatoes under hybrid LED and HPS lighting systems. Acta Hort 925: 335–342.
    [109] Gómez C, Mitchell CA (2016) Physiological and productivity responses of high-wire tomato as affected by supplemental light source and distribution within the canopy. J Am Soc Hortic Sci 141: 196–208.
    [110] Pettersen RI, Torre S, Gislerod HR (2010) Effects of intracanopy lighting on photosynthetic characteristics in cucumber. Sci Hort 125: 77–81. doi: 10.1016/j.scienta.2010.02.006
    [111] Trouwborst G, Schapendonk A, Rappoldt K, et al. (2011) The effect of intracanopy lighting on cucumber fruit yield-Model analysis. Sci Hort 129: 273–278. doi: 10.1016/j.scienta.2011.03.042
    [112] Gómez C, Mitchell CA (2014) Supplemental lighting for greenhouse-grown tomatoes: intracanopy LED towers vs. overhead HPS lamps. Acta Hort 1037: 855–862.
    [113] Brault D, Gueymard C, Boily R, et al. (1989) Contribution of HPS lighting to the heating requirements of a greenhouse. Am Soc Agric Engr 89: 4039.
    [114] van Iersel MW (2017) Optimizing LED lighting in controlled environment agriculture, In: Gupta SD, Light Emitting Diodes for Agriculture: Smart Lighting. Springer Nature Singapore Pte Ltd. 59–80.
    [115] Pinho P, Hytönen T, Rantanen M, et al. (2012) Dynamic control of supplemental lighting intensity in a greenhouse environment. Lighting Res Technol 45: 295–304.
    [116] Clausen A, Maersk-Moeller HM, Corfixen Soerensen J, et al. (2015) Integrating commercial greenhouses in the smart grid with demand response based control of supplemental lighting. International Conference on Industrial Technology Management Science: 199–213.
    [117] Schwend T, Beck M, Prucker D, et al. (2016) Test of a PAR sensor-based, dynamic regulation of LED lighting in greenhouse cultivation of Helianthus annuus. Eur J Hortic Sci 81: 152–156. doi: 10.17660/eJHS.2016/81.3.3
    [118] van Iersel MW, Gianino D (2017) An adaptive control approach for light-emitting diode lights can reduce the energy costs of supplemental lighting in greenhouses. HortScience 52: 72–77. doi: 10.21273/HORTSCI11385-16
    [119] van Iersel MW, Dove S (2016) Maintaining minimum light levels with LEDs results in more energy-efficient growth stimulation of begonia. 2016 Conference program, American Society for Horticultural Science.
    [120] van Iersel MW, Mattos E, Weavers G, et al. (2016) Using chlorophyll fluorescence to control lighting in controlled environment agriculture. VIII International Symposium on Light in Horticulture 1134: 427–433.
    [121] van Iersel MW, Weaver G, Martin MT, et al. (2016) A Chlorophyll fluorescence-based biofeedback system to control photosynthetic lighting in controlled environment agriculture. J Am Soc Hortic Sci 141: 169–176.
    [122] Carstensen AM, Pocock T, Bankestad D, et al. (2016) Remote detection of light tolerance in basil through frequency and transient analysis of light induced fluorescence. Comput Electron Agric 127: 289–301. doi: 10.1016/j.compag.2016.06.002
    [123] Kozai T (2013) Resource use efficiency of closed plant production system with artificial light: concept, estimation and application to plant factory. Proc Jpn Acad Ser B 89: 447–461. doi: 10.2183/pjab.89.447
    [124] Al-Kodmany K (2018) The vertical farm: a review of developments and implications for the vertical city. Buildings 8: 24. doi: 10.3390/buildings8020024
    [125] Kozai T, Fujiwara K, Runkle ES (2016) LED lighting for urban agriculture. Springer Nature Singapore Pte Ltd.
    [126] Akiyama T, Kozai T (2016) Light environment in the cultivation space of plant factory with LEDs, In: Kozai T, Fujiwara K and Runkle ES, LED Lighting for Urban Agriculture. Springer Nature Singapore Pte Ltd. 91–109.
    [127] Ibaraki Y (2016) Lighting efficiency in plant production under artificial lighting and plant growth modeling for evaluating the lighting efficiency, In: Kozai T, Fujiwara K and Runkle ES , LED Lighting for Urban Agriculture. Springer Nature Singapore Pte Ltd. 151–161.
    [128] Hayashi E (2016) Current status of commercial plant factories with LED lighting market in Asia, Europe, and other regions, In: Kozai T, Fujiwara K and Runkle ES, LED Lighting for Urban Agriculture. Springer Nature Singapore Pte Ltd. 295–308.
    [129] Higgins C (2016) Current status of commercial vertical farms with LED lighting market in North America, In: Kozai T, Fujiwara K and Runkle ES, LED Lighting for Urban Agriculture. Springer Nature Singapore Pte Ltd. 309–315.
    [130] Hayashi E, Higgins C (2016) Global LED lighting players, economic analysis, and market creation for PFALs, In: Kozai T, Fujiwara K and Runkle ES, LED Lighting for Urban Agriculture. Springer Nature Singapore Pte Ltd. 317–345.
    [131] Coyle BD, Ellison B (2017) Will consumers find vertically farmed produce "out of reach"? Choices 32: 1–8.
    [132] Yano Y, Nakamura T, Maruyama A (2016) Consumer perception and understanding of vegetables produced at plant factories with artificial lighting, In: Kozai T, Fujiwara K and Runkle ES, LED Lighting for Urban Agriculture. Springer Nature Singapore Pte Ltd. 347–363.
    [133] Wheeler RM (2010) Plants for human life support in space: From Myers to Mars. Grav Space Res 23: 25–35.
    [134] Massa GD, Emmerich JC, Morrow RC, et al. (2006) Plant-growth lighting for space life support: a review. Gravitational and Space Biology 19: 19–30.
    [135] Duffie NA, Zhou W, Morrow RC, et al. (1995) Control and monitoring of environmental parameters in the ASTROCULTURE flight experiment. SAE Technical Paper Series: 951627.
    [136] Massa GD, Dufour NF, Craver JA, et al. (2017) VEG-01: Veggie hardware validation testing on the International Space Station. Open Agriculture 2: 33–41.
    [137] Massa GD, Wheeler RM, Morrow RC, et al. (2016) Growth chambers on the International Space Station for large plants. Acta Hort 1134: 215–222.
    [138] Mitchell CA, Dougher TAO, Nielsen SS, et al. (1996) Costs of providing edible biomass for a balanced vegetarian diet in a controlled ecological life support system, In: Suge H, Plants in Space Biology. Tohoku University Press, Sendai, Japan, 245–254.
    [139] Wheeler RM, Mackowiak CL, Stutte GW, et al. (1996) NASA's biomass production chamber: a testbed for bioregenerative life support studies. Adv Space Res 18: 215–224.
    [140] Cuello JL (2002) Latest developments in artificial lighting technologies for bioregenerative space life support. Proceedings of the Fourth International ISHS Symposium on Artificial Lighting, 49–56.
    [141] Drysdale AE, Ewert MK, Hanford AJ (2003) Life support approaches for Mars missions. Adv Space Res 31: 51–61. doi: 10.1016/S0273-1177(02)00658-0
    [142] Bourget CM (2008) An introduction to light-emitting diodes. HortScience 43: 1944–1946.
    [143] De Micco V, Aronne G (2008) Biometric anatomy of seedlings developed onboard of Foton-M2 in an automatic system supporting growth. Acta Astronaut 62: 505–513. doi: 10.1016/j.actaastro.2008.01.019
    [144] Kitaya Y, Kawai M, Tsuruyama J, et al. (2001) The effect of gravity on surface temperature and net photosynthetic rate of plant leaves. Adv Space Res 28: 659–664. doi: 10.1016/S0273-1177(01)00375-1
    [145] Kwon T, Sparks JA, Nakashima J, et al. (2015) Transcriptional response of Arabidopsis seedlings during spaceflight reveals peroxidase and cell wall remodeling genes associated with root hair development. Am J Bot 102: 21–35. doi: 10.3732/ajb.1400458
    [146] Levinskikh MA, Sychev VN, Derendyaeva TA, et al. (2000) Analysis of the spaceflight effects on growth and development of super dwarf wheat grown on the Space Station Mir. J Plant Physiol 156: 522–529. doi: 10.1016/S0176-1617(00)80168-6
    [147] Manzano AI, Matia I, Gonzalez-Camacho F, et al. (2009) Germination of Arabidopsis seed in Space and in simulated microgravity: alterations in root cell growth and proliferation. Microgravity Sci Tec 21: 293–297. doi: 10.1007/s12217-008-9099-z
    [148] Johnson CM, Subramanian A, Pattathil S, et al. (2017) Comparative transcriptomics indicate changes in cell wall organization and stress response in seedlings during spaceflight. Am J Bot 104: 1219–1231. doi: 10.3732/ajb.1700079
    [149] Millar KD, Kumar P, Correll MJ, et al. (2010) A novel phototropic response to red light is revealed in microgravity. New Phytol 186: 648–656. doi: 10.1111/j.1469-8137.2010.03211.x
    [150] Vandenbrink JP, Herranz R, Medina FJ, et al. (2016) A novel blue-light phototropic response is revealed in roots of Arabidopsis thaliana in microgravity. Planta 244: 1201–1215. doi: 10.1007/s00425-016-2581-8
    [151] Adkins E, Eapen S, Kaluwile F, et al. (2010) Off-grid energy services for the poor: introducing LED lighting in the Millennium Villages Project in Malawi. Energy Policy 38: 1087–1097. doi: 10.1016/j.enpol.2009.10.061
    [152] Pode R (2010) Solution to enhance the acceptability of solar-powered LED lighting technology. Renew Sust Energ Rev 14: 1096–1103. doi: 10.1016/j.rser.2009.10.006
  • Reader Comments
  • © 2018 the Author(s), licensee AIMS Press. This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0)
通讯作者: 陈斌, bchen63@163.com
  • 1. 

    沈阳化工大学材料科学与工程学院 沈阳 110142

  1. 本站搜索
  2. 百度学术搜索
  3. 万方数据库搜索
  4. CNKI搜索

Metrics

Article views(11453) PDF downloads(2489) Cited by(50)

Article outline

Other Articles By Authors

/

DownLoad:  Full-Size Img  PowerPoint
Return
Return

Catalog