Economies of scale in constructing plant factories with artificial lighting and the economic viability of crop production
Since the introduction of LED lamps a decade ago, the plant factory with artificial lighting (PFAL) has been expected to be a savior that overcomes the food crisis, brings food safety, and enhances environmental friendliness. Despite such high expectations, the diffusion of commercial crop productio...
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Published in | Frontiers in plant science Vol. 13; p. 992194 |
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Main Authors | , , , , , |
Format | Journal Article |
Language | English |
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08.09.2022
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Abstract | Since the introduction of LED lamps a decade ago, the plant factory with artificial lighting (PFAL) has been expected to be a savior that overcomes the food crisis, brings food safety, and enhances environmental friendliness. Despite such high expectations, the diffusion of commercial crop production in PFALs has been slow. It has been said that the main reason for this is the huge initial investment required to construct PFALs. This situation has attracted studies to access the economic feasibility of the crop production in PFALs. One thing strange in these studies is that they pay little attention to the scale of their PFALs. PFALs are factories so that they would be subject to economies of scale. If so, the scale of PFALs is an important factor that determines the economic feasibility of plant production in PFALs. However, no study has thus far attempted to examine whether economies of scale exist in the construction of PFALs. To fill this gap, this paper tries to examine, based on the data on the investment cost of PFAL construction collected from various countries and regions in the world, whether economies of scale exist in PFAL construction and, if yes, how it affects the economic viability of the plant production in PFALs by searching for the minimum scale that ensures PFAL crop production economically viable. The results show that economies of scale exist in PFAL construction, and that the production of lettuce, PFALs’ most popular crop, is now well on a commercial basis with the technology level of the most advanced PFAL operators, but strawberries has not reached that stage yet. It is also shown that crop production in PFALs is highly sensitive to changes in the yield and the price of the crops: A 30% decline either in the yield or the price of lettuce would easily bring PFALs bankruptcy. It is discussed that the optimum scale of PFALs would depend not only on the economies of scale but also on the transaction costs, such as the costs of searching and keeping a sufficient number of buyers who offer good and stable crop prices. |
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AbstractList | Since the introduction of LED lamps a decade ago, the plant factory with artificial lighting (PFAL) has been expected to be a savior that overcomes the food crisis, brings food safety, and enhances environmental friendliness. Despite such high expectations, the diffusion of commercial crop production in PFALs has been slow. It has been said that the main reason for this is the huge initial investment required to construct PFALs. This situation has attracted studies to access the economic feasibility of the crop production in PFALs. One thing strange in these studies is that they pay little attention to the scale of their PFALs. PFALs are factories so that they would be subject to economies of scale. If so, the scale of PFALs is an important factor that determines the economic feasibility of plant production in PFALs. However, no study has thus far attempted to examine whether economies of scale exist in the construction of PFALs. To fill this gap, this paper tries to examine, based on the data on the investment cost of PFAL construction collected from various countries and regions in the world, whether economies of scale exist in PFAL construction and, if yes, how it affects the economic viability of the plant production in PFALs by searching for the minimum scale that ensures PFAL crop production economically viable. The results show that economies of scale exist in PFAL construction, and that the production of lettuce, PFALs' most popular crop, is now well on a commercial basis with the technology level of the most advanced PFAL operators, but strawberries has not reached that stage yet. It is also shown that crop production in PFALs is highly sensitive to changes in the yield and the price of the crops: A 30% decline either in the yield or the price of lettuce would easily bring PFALs bankruptcy. It is discussed that the optimum scale of PFALs would depend not only on the economies of scale but also on the transaction costs, such as the costs of searching and keeping a sufficient number of buyers who offer good and stable crop prices.Since the introduction of LED lamps a decade ago, the plant factory with artificial lighting (PFAL) has been expected to be a savior that overcomes the food crisis, brings food safety, and enhances environmental friendliness. Despite such high expectations, the diffusion of commercial crop production in PFALs has been slow. It has been said that the main reason for this is the huge initial investment required to construct PFALs. This situation has attracted studies to access the economic feasibility of the crop production in PFALs. One thing strange in these studies is that they pay little attention to the scale of their PFALs. PFALs are factories so that they would be subject to economies of scale. If so, the scale of PFALs is an important factor that determines the economic feasibility of plant production in PFALs. However, no study has thus far attempted to examine whether economies of scale exist in the construction of PFALs. To fill this gap, this paper tries to examine, based on the data on the investment cost of PFAL construction collected from various countries and regions in the world, whether economies of scale exist in PFAL construction and, if yes, how it affects the economic viability of the plant production in PFALs by searching for the minimum scale that ensures PFAL crop production economically viable. The results show that economies of scale exist in PFAL construction, and that the production of lettuce, PFALs' most popular crop, is now well on a commercial basis with the technology level of the most advanced PFAL operators, but strawberries has not reached that stage yet. It is also shown that crop production in PFALs is highly sensitive to changes in the yield and the price of the crops: A 30% decline either in the yield or the price of lettuce would easily bring PFALs bankruptcy. It is discussed that the optimum scale of PFALs would depend not only on the economies of scale but also on the transaction costs, such as the costs of searching and keeping a sufficient number of buyers who offer good and stable crop prices. Since the introduction of LED lamps a decade ago, the plant factory with artificial lighting (PFAL) has been expected to be a savior that overcomes the food crisis, brings food safety, and enhances environmental friendliness. Despite such high expectations, the diffusion of commercial crop production in PFALs has been slow. It has been said that the main reason for this is the huge initial investment required to construct PFALs. This situation has attracted studies to access the economic feasibility of the crop production in PFALs. One thing strange in these studies is that they pay little attention to the scale of their PFALs. PFALs are factories so that they would be subject to economies of scale. If so, the scale of PFALs is an important factor that determines the economic feasibility of plant production in PFALs. However, no study has thus far attempted to examine whether economies of scale exist in the construction of PFALs. To fill this gap, this paper tries to examine, based on the data on the investment cost of PFAL construction collected from various countries and regions in the world, whether economies of scale exist in PFAL construction and, if yes, how it affects the economic viability of the plant production in PFALs by searching for the minimum scale that ensures PFAL crop production economically viable. The results show that economies of scale exist in PFAL construction, and that the production of lettuce, PFALs’ most popular crop, is now well on a commercial basis with the technology level of the most advanced PFAL operators, but strawberries has not reached that stage yet. It is also shown that crop production in PFALs is highly sensitive to changes in the yield and the price of the crops: A 30% decline either in the yield or the price of lettuce would easily bring PFALs bankruptcy. It is discussed that the optimum scale of PFALs would depend not only on the economies of scale but also on the transaction costs, such as the costs of searching and keeping a sufficient number of buyers who offer good and stable crop prices. |
Author | Kikuchi, Masao Shimamura, Shigeharu Takagaki, Michiko Maruyama, Atsushi Lu, Na Zhuang, Yunfei |
AuthorAffiliation | 1 Graduate School of Horticulture, Chiba University , Matsudo , Japan 3 HANMO Co., Ltd. , Kashiwa , Japan 2 Center for Environment, Health, and Field Sciences, Chiba University , Kashiwa , Japan |
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Cites_doi | 10.2307/1883722 10.1016/j.scienta.2018.02.058 10.1016/B978-0-12-816691-8.00030-3 10.1086/466942 10.25165/j.ijabe.20181101.3210 10.1038/s41587-019-0400-z 10.1016/C2018-0-00969-X 10.1016/j.gfs.2017.09.002 10.1038/s43016-021-00402-w 10.1016/B978-0-323-85152-7.00025-2 10.1080/15487733.2017.1394054 10.4018/IJAEIS.2016040102 10.1111/cjag.12161 10.3390/su14095676 10.3390/su12051965 10.1016/B978-0-323-85152-7.00002-1 10.1073/pnas.2002655117 10.1086/259293 |
ContentType | Journal Article |
Copyright | Copyright © 2022 Zhuang, Lu, Shimamura, Maruyama, Kikuchi and Takagaki. Copyright © 2022 Zhuang, Lu, Shimamura, Maruyama, Kikuchi and Takagaki. 2022 Zhuang, Lu, Shimamura, Maruyama, Kikuchi and Takagaki |
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Keywords | benefit-cost ratio transaction cost urban agriculture strawberries breakeven scale lettuce |
Language | English |
License | Copyright © 2022 Zhuang, Lu, Shimamura, Maruyama, Kikuchi and Takagaki. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
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Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 These authors have contributed equally to this work Edited by: Wei Fang, National Taiwan University, Taiwan This article was submitted to Technical Advances in Plant Science, a section of the journal Frontiers in Plant Science Reviewed by: Genhua Niu, Texas A&M University, United States; Jung Eek Son, Seoul National University, South Korea |
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References | (B34) 2021 B21 Gordon-Smith (B16) 2021 Terazono (B35) 2020 Eaves (B15) 2018; 66 Haldi (B17) 1967; 75 Asseng (B3) 2020; 117 Pinstrup-Andersen (B31) 2018; 17 Shamshiri (B32) 2018; 11 O’Sullivan (B30) 2020; 38 Shao (B33) 2016; 7 Williamson (B37) 1979; 22 Avgoustaki (B4) 2020; 12 Harding (B18) 2020 Bantis (B5) 2018; 235 (B29) 2021 Kozai (B22) 2017 (B28) 2016 (B9) 2021 Despommier (B14) 2010 Kozai (B25) 2019 Burton (B8) 2019 Dahlberg (B12) 2019 Kozai (B24) 2022 Kozai (B23) 2018 (B2) 2022 Costa (B10) 2018 Lu (B26) 2022 Moore (B27) 1959; 73 Baumont de Oliveira (B6) 2022; 14 de Souza (B13) 2022 (B1) 2017 Zeidler (B38) 2017 Hayashi (B19) 2020 Inocencio (B20) 2007 van Delden (B36) 2021; 2 Benke (B7) 2017; 13 Crumpacker (B11) 2018 |
References_xml | – ident: B21 publication-title: Survey and case report on large-scale greenhouses and plant factories (each-year edition) (in Japanese). – year: 2007 ident: B20 publication-title: Costs and performance of irrigation projects: A comparison of sub-Saharan Africa and other developing regions. – volume: 73 start-page: 232 year: 1959 ident: B27 article-title: Economies of scale: Some statistical evidence. publication-title: Q. J. Econ. doi: 10.2307/1883722 – volume: 235 start-page: 437 year: 2018 ident: B5 article-title: Current status and recent achievements in the field of horticulture with the use of light-emitting diodes (LEDs). publication-title: Sci. Hortic. doi: 10.1016/j.scienta.2018.02.058 – start-page: 437 year: 2020 ident: B19 article-title: Selected PFALs in Japan publication-title: Plant Factory doi: 10.1016/B978-0-12-816691-8.00030-3 – year: 2020 ident: B18 publication-title: Vertical farming finally grows up in Japan. – volume: 22 start-page: 233 year: 1979 ident: B37 article-title: Transaction-cost economics: The governance of contractual relations. publication-title: J. Law Econ. doi: 10.1086/466942 – year: 2021 ident: B16 publication-title: Vertical farming is headed for the ‘trough of disillusionment.’ Here’s why that’s a good thing. – year: 2019 ident: B8 publication-title: The future of vertical farming: The intelligent ecosystem. – volume: 11 start-page: 1 year: 2018 ident: B32 article-title: Advances in greenhouse automation and controlled environment agriculture: A transition to plant factories and urban agriculture. publication-title: Int. J. Agric. Biol. Eng. doi: 10.25165/j.ijabe.20181101.3210 – volume: 38 start-page: 160 year: 2020 ident: B30 article-title: Vertical farms bear fruit. publication-title: Nat. Biotechnol. doi: 10.1038/s41587-019-0400-z – year: 2019 ident: B12 publication-title: Can vertical farms outgrow their cost?-An analysis of the competitive strength of vertical. – year: 2019 ident: B25 publication-title: Plant factory: An indoor vertical farming system for efficient quality food production. doi: 10.1016/C2018-0-00969-X – year: 2020 ident: B35 publication-title: Vertical farming: Hope or hype?. – volume: 17 start-page: 233 year: 2018 ident: B31 article-title: Is it time to take vertical indoor farming seriously? publication-title: Glob. Food Sec. doi: 10.1016/j.gfs.2017.09.002 – year: 2017 ident: B38 publication-title: Vertical farm 2.0: Designing an economically feasible vertical farm-A combined European endeavor for sustainable urban agriculture. – year: 2016 ident: B28 publication-title: The rise of Asia’s indoor agriculture industry. – start-page: 1 year: 2018 ident: B10 article-title: The global tomato industry publication-title: Tomatoes – volume: 2 start-page: 944 year: 2021 ident: B36 article-title: Current status and future challenges in implementing and upscaling vertical farming systems. publication-title: Nat. Food doi: 10.1038/s43016-021-00402-w – year: 2018 ident: B11 publication-title: A look at the history of vertical farming. – year: 2021 ident: B34 publication-title: SPREAD establishes a mass-production technology of strawberries in plant factories (in Japanese). – year: 2017 ident: B1 publication-title: Vertical farming case study. – start-page: 251 year: 2022 ident: B13 article-title: Emerging economics and profitability of PFALs publication-title: Plant factory basics, applications and advances doi: 10.1016/B978-0-323-85152-7.00025-2 – volume: 13 start-page: 13 year: 2017 ident: B7 article-title: Future food-production systems: Vertical farming and controlled-environment agriculture. publication-title: Sustain. Sci. Pract. Policy doi: 10.1080/15487733.2017.1394054 – volume: 7 start-page: 26 year: 2016 ident: B33 article-title: Developing an economic estimation system for vertical farms. publication-title: Int. J. Agric. Environ. Inf. Syst. doi: 10.4018/IJAEIS.2016040102 – volume: 66 start-page: 43 year: 2018 ident: B15 article-title: Comparing the profitability of a greenhouse to a vertical farm in Quebec. publication-title: Can. J. Agric. Econ. doi: 10.1111/cjag.12161 – volume: 14 year: 2022 ident: B6 article-title: How high is high enough? Assessing financial risk for vertical farms using imprecise probability. publication-title: Sustainability doi: 10.3390/su14095676 – volume: 12 year: 2020 ident: B4 article-title: Indoor vertical farming in the urban nexus context: Business growth and resource savings. publication-title: Sustainability doi: 10.3390/su12051965 – year: 2021 ident: B29 publication-title: NTT West (Nippon Telegraph and Telephone West Corporation) sells strawberries: Year-round harvest at a plant factory (in Japanese). – year: 2021 ident: B9 publication-title: How much does vertical farming cost?. – year: 2022 ident: B24 publication-title: Plant factory basics, applications and advances. – start-page: 271 year: 2022 ident: B26 article-title: Business model and cost performance of mini-plant factory in downtown publication-title: Plant factory basics, applications and advances doi: 10.1016/B978-0-323-85152-7.00002-1 – volume: 117 start-page: 19131 year: 2020 ident: B3 article-title: Wheat yield potential in controlled-environment vertical farms. publication-title: Proc. Natl. Acad. Sci. U.S.A. doi: 10.1073/pnas.2002655117 – volume: 75 start-page: 373 year: 1967 ident: B17 article-title: Economies of scale in industrial plants. publication-title: J. Polit. Econ. doi: 10.1086/259293 – year: 2010 ident: B14 publication-title: The vertical farm: Feeding the world in the 21st century. – start-page: 25 year: 2017 ident: B22 article-title: Benefits, problems and challenges of plant factories with artificial lighting (PFALs): A short review publication-title: Proceedings of the international symposium on new technologies for environment control, energy-saving and crop production in greenhouse and plant – start-page: 251 year: 2018 ident: B23 article-title: Plant factories with artificial lighting (PFALs) toward sustainable plant production publication-title: Proceedings of the XXX international horticultural congress IHC2018: II international symposium on soilless culture and VIII international – year: 2022 ident: B2 publication-title: Hydroponic vertical plant factory 40ft container greenhouse for agriculture LED plant growing system. On-line shop. |
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SubjectTerms | benefit-cost ratio breakeven scale lettuce Plant Science strawberries transaction cost urban agriculture |
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