IDEAS home Printed from https://ideas.repec.org/a/gam/jeners/v14y2021i24p8463-d702917.html
   My bibliography  Save this article

Simulation of Crop Yields Grown under Agro-Photovoltaic Panels: A Case Study in Chonnam Province, South Korea

Author

Listed:
  • Jonghan Ko

    (Department of Applied Plant Science, Chonnam National University, Gwangju 61186, Korea)

  • Jaeil Cho

    (Department of Applied Plant Science, Chonnam National University, Gwangju 61186, Korea)

  • Jinsil Choi

    (Jeollanamdo Agricultural Research Extension Services, Naju 58213, Korea)

  • Chang-Yong Yoon

    (Jeollanamdo Agricultural Research Extension Services, Naju 58213, Korea)

  • Kyu-Nam An

    (Jeollanamdo Agricultural Research Extension Services, Naju 58213, Korea)

  • Jong-Oh Ban

    (Department of Management Information, Hallym Polytechnic University, Chuncheon 24210, Korea)

  • Dong-Kwan Kim

    (Jeollanamdo Agricultural Research Extension Services, Naju 58213, Korea)

Abstract

Agro-photovoltaic systems are of interest to the agricultural industry because they can produce both electricity and crops in the same farm field. In this study, we aimed to simulate staple crop yields under agro-photovoltaic panels (AVP) based on the calibration of crop models in the decision support system for agricultural technology (DSSAT) 4.6 package. We reproduced yield data of paddy rice, barley, and soybean grown in AVP experimental fields in Bosung and Naju, Chonnam Province, South Korea, using CERES-Rice, CERES-Barley, and CROPGRO-Soybean models. A geospatial crop simulation modeling (GCSM) system, developed using the crop models, was then applied to simulate the regional variations in crop yield according to solar radiation reduction scenarios. Simulated crop yields agreed with the corresponding measured crop yields with root mean squared errors of 0.29-ton ha −1 for paddy rice, 0.46-ton ha −1 for barley, and 0.31-ton ha −1 for soybean, showing no significant differences according to paired sample t -tests. We also demonstrated that the GCSM system could effectively simulate spatiotemporal variations in crop yields due to the solar radiation reduction regimes. An additional advancement in the GCSM design could help prepare a sustainable adaption strategy and understand future food supply insecurity.

Suggested Citation

  • Jonghan Ko & Jaeil Cho & Jinsil Choi & Chang-Yong Yoon & Kyu-Nam An & Jong-Oh Ban & Dong-Kwan Kim, 2021. "Simulation of Crop Yields Grown under Agro-Photovoltaic Panels: A Case Study in Chonnam Province, South Korea," Energies, MDPI, vol. 14(24), pages 1-16, December.
    • Handle: RePEc:gam:jeners:v:14:y:2021:i:24:p:8463-:d:702917
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1996-1073/14/24/8463/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/1996-1073/14/24/8463/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Palosuo, Taru & Hoffmann, Munir P. & Rötter, Reimund P. & Lehtonen, Heikki S., 2021. "Sustainable intensification of crop production under alternative future changes in climate and technology: The case of the North Savo region," Agricultural Systems, Elsevier, vol. 190(C).
    2. Mariarosaria Lombardi & Marco Costantino, 2020. "A Social Innovation Model for Reducing Food Waste: The Case Study of an Italian Non-Profit Organization," Administrative Sciences, MDPI, vol. 10(3), pages 1-16, July.
    3. Jonghan Ko & Lajpat Ahuja & S. Saseendran & Timothy Green & Liwang Ma & David Nielsen & Charles Walthall, 2012. "Climate change impacts on dryland cropping systems in the Central Great Plains, USA," Climatic Change, Springer, vol. 111(2), pages 445-472, March.
    4. Ko, Jonghan & Piccinni, Giovanni & Steglich, Evelyn, 2009. "Using EPIC model to manage irrigated cotton and maize," Agricultural Water Management, Elsevier, vol. 96(9), pages 1323-1331, September.
    5. Dupraz, C. & Marrou, H. & Talbot, G. & Dufour, L. & Nogier, A. & Ferard, Y., 2011. "Combining solar photovoltaic panels and food crops for optimising land use: Towards new agrivoltaic schemes," Renewable Energy, Elsevier, vol. 36(10), pages 2725-2732.
    6. Dinesh, Harshavardhan & Pearce, Joshua M., 2016. "The potential of agrivoltaic systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 54(C), pages 299-308.
    7. Klerkx, Laurens & Begemann, Stephanie, 2020. "Supporting food systems transformation: The what, why, who, where and how of mission-oriented agricultural innovation systems," Agricultural Systems, Elsevier, vol. 184(C).
    8. Hadi A. AL-agele & Kyle Proctor & Ganti Murthy & Chad Higgins, 2021. "A Case Study of Tomato ( Solanum lycopersicon var. Legend ) Production and Water Productivity in Agrivoltaic Systems," Sustainability, MDPI, vol. 13(5), pages 1-13, March.
    9. McCown, R. L. & Hammer, G. L. & Hargreaves, J. N. G. & Holzworth, D. P. & Freebairn, D. M., 1996. "APSIM: a novel software system for model development, model testing and simulation in agricultural systems research," Agricultural Systems, Elsevier, vol. 50(3), pages 255-271.
    10. João Ricardo Faria & Franklin G. Mixon, 2016. "Farmer-Entrepreneurs, Agricultural Innovation, and Explosive Research and Development Cycles," Administrative Sciences, MDPI, vol. 6(4), pages 1-11, September.
    11. Nicoleta Dospinescu & Octavian Dospinescu & Maria Tatarusanu, 2020. "Analysis of the Influence Factors on the Reputation of Food-Delivery Companies: Evidence from Romania," Sustainability, MDPI, vol. 12(10), pages 1-13, May.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Xuanwei Ning & Peipei Dong & Chengliang Wu & Yongliang Wang & Yang Zhang, 2022. "Influence Mechanisms of Dynamic Changes in Temperature, Precipitation, Sunshine Duration and Active Accumulated Temperature on Soybean Resources: A Case Study of Hulunbuir, China, from 1951 to 2019," Energies, MDPI, vol. 15(22), pages 1-19, November.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Chopdar, R.K. & Sengar, N. & Giri, Nimay Chandra & Halliday, D., 2024. "Comprehensive review on agrivoltaics with technical, environmental and societal insights," Renewable and Sustainable Energy Reviews, Elsevier, vol. 197(C).
    2. Bellone, Yuri & Croci, Michele & Impollonia, Giorgio & Nik Zad, Amirhossein & Colauzzi, Michele & Campana, Pietro Elia & Amaducci, Stefano, 2024. "Simulation-Based Decision Support for Agrivoltaic Systems," Applied Energy, Elsevier, vol. 369(C).
    3. Mohd Ashraf Zainol Abidin & Muhammad Nasiruddin Mahyuddin & Muhammad Ammirrul Atiqi Mohd Zainuri, 2021. "Solar Photovoltaic Architecture and Agronomic Management in Agrivoltaic System: A Review," Sustainability, MDPI, vol. 13(14), pages 1-27, July.
    4. Sahoo, Somadutta & Zuidema, Christian & van Stralen, Joost N.P. & Sijm, Jos & Faaij, André, 2022. "Detailed spatial analysis of renewables’ potential and heat: A study of Groningen Province in the northern Netherlands," Applied Energy, Elsevier, vol. 318(C).
    5. Schindele, Stephan & Trommsdorff, Maximilian & Schlaak, Albert & Obergfell, Tabea & Bopp, Georg & Reise, Christian & Braun, Christian & Weselek, Axel & Bauerle, Andrea & Högy, Petra & Goetzberger, Ado, 2020. "Implementation of agrophotovoltaics: Techno-economic analysis of the price-performance ratio and its policy implications," Applied Energy, Elsevier, vol. 265(C).
    6. Amaducci, Stefano & Yin, Xinyou & Colauzzi, Michele, 2018. "Agrivoltaic systems to optimise land use for electric energy production," Applied Energy, Elsevier, vol. 220(C), pages 545-561.
    7. Dias, Luís & Gouveia, João Pedro & Lourenço, Paulo & Seixas, Júlia, 2019. "Interplay between the potential of photovoltaic systems and agricultural land use," Land Use Policy, Elsevier, vol. 81(C), pages 725-735.
    8. Gorjian, Shiva & Bousi, Erion & Özdemir, Özal Emre & Trommsdorff, Max & Kumar, Nallapaneni Manoj & Anand, Abhishek & Kant, Karunesh & Chopra, Shauhrat S., 2022. "Progress and challenges of crop production and electricity generation in agrivoltaic systems using semi-transparent photovoltaic technology," Renewable and Sustainable Energy Reviews, Elsevier, vol. 158(C).
    9. Prehoda, Emily W. & Pearce, Joshua M., 2017. "Potential lives saved by replacing coal with solar photovoltaic electricity production in the U.S," Renewable and Sustainable Energy Reviews, Elsevier, vol. 80(C), pages 710-715.
    10. Joshua M. Pearce, 2022. "Agrivoltaics in Ontario Canada: Promise and Policy," Sustainability, MDPI, vol. 14(5), pages 1-20, March.
    11. Widmer, J. & Christ, B. & Grenz, J. & Norgrove, L., 2024. "Agrivoltaics, a promising new tool for electricity and food production: A systematic review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 192(C).
    12. Casares de la Torre, F.J. & Varo, Marta & López-Luque, R. & Ramírez-Faz, J. & Fernández-Ahumada, L.M., 2022. "Design and analysis of a tracking / backtracking strategy for PV plants with horizontal trackers after their conversion to agrivoltaic plants," Renewable Energy, Elsevier, vol. 187(C), pages 537-550.
    13. Agostini, A. & Colauzzi, M. & Amaducci, S., 2021. "Innovative agrivoltaic systems to produce sustainable energy: An economic and environmental assessment," Applied Energy, Elsevier, vol. 281(C).
    14. Cossu, Marco & Cossu, Andrea & Deligios, Paola A. & Ledda, Luigi & Li, Zhi & Fatnassi, Hicham & Poncet, Christine & Yano, Akira, 2018. "Assessment and comparison of the solar radiation distribution inside the main commercial photovoltaic greenhouse types in Europe," Renewable and Sustainable Energy Reviews, Elsevier, vol. 94(C), pages 822-834.
    15. Hayibo, Koami Soulemane & Pearce, Joshua M., 2023. "Vertical free-swinging photovoltaic racking energy modeling: A novel approach to agrivoltaics," Renewable Energy, Elsevier, vol. 218(C).
    16. Hsiao, Yao-Jen & Chen, Jyun-Long & Huang, Cheng-Ting, 2021. "What are the challenges and opportunities in implementing Taiwan's aquavoltaics policy? A roadmap for achieving symbiosis between small-scale aquaculture and photovoltaics," Energy Policy, Elsevier, vol. 153(C).
    17. Rahman, Md Momtazur & Khan, Imran & Field, David Luke & Techato, Kuaanan & Alameh, Kamal, 2022. "Powering agriculture: Present status, future potential, and challenges of renewable energy applications," Renewable Energy, Elsevier, vol. 188(C), pages 731-749.
    18. Gorjian, Shiva & Jalili Jamshidian, Farid & Gorjian, Alireza & Faridi, Hamideh & Vafaei, Mohammad & Zhang, Fangxin & Liu, Wen & Elia Campana, Pietro, 2023. "Technological advancements and research prospects of innovative concentrating agrivoltaics," Applied Energy, Elsevier, vol. 337(C).
    19. Willockx, Brecht & Reher, Thomas & Lavaert, Cas & Herteleer, Bert & Van de Poel, Bram & Cappelle, Jan, 2024. "Design and evaluation of an agrivoltaic system for a pear orchard," Applied Energy, Elsevier, vol. 353(PB).
    20. Simona Moretti & Alvaro Marucci, 2019. "A Photovoltaic Greenhouse with Variable Shading for the Optimization of Agricultural and Energy Production," Energies, MDPI, vol. 12(13), pages 1-15, July.

    More about this item

    Keywords

    AVP; crop model; DSSAT; GCSM; simulation; yield;
    All these keywords.

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jeners:v:14:y:2021:i:24:p:8463-:d:702917. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.