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Improved radicchio seedling growth under CsPbI3 perovskite rooftop in a laboratory-scale greenhouse for Agrivoltaics application

Author

Listed:
  • Carlo Spampinato

    (National Research Council - Institute for Microelectronics and Microsystems (CNR-IMM)
    Università Degli Studi di Messina)

  • Salvatore Valastro

    (National Research Council - Institute for Microelectronics and Microsystems (CNR-IMM))

  • Gaetano Calogero

    (National Research Council - Institute for Microelectronics and Microsystems (CNR-IMM))

  • Emanuele Smecca

    (National Research Council - Institute for Microelectronics and Microsystems (CNR-IMM))

  • Giovanni Mannino

    (National Research Council - Institute for Microelectronics and Microsystems (CNR-IMM))

  • Valentina Arena

    (National Research Council - Institute for Microelectronics and Microsystems (CNR-IMM))

  • Raffaella Balestrini

    (Institute for Sustainable Plant Protection
    Institute of Biosciences and Bioresources (IBBR))

  • Fabiano Sillo

    (Institute for Sustainable Plant Protection)

  • Lucio Ciná

    (Cicci Research s.r.l.)

  • Antonino La Magna

    (National Research Council - Institute for Microelectronics and Microsystems (CNR-IMM))

  • Alessandra Alberti

    (National Research Council - Institute for Microelectronics and Microsystems (CNR-IMM))

Abstract

Agrivoltaics, integrating photovoltaic systems with crop cultivation, demands semitransparent solar modules to mitigate soil shadowing. Perovskite Solar Cells (PSC) offer competitive efficiency, low fabrication costs, and high solar transmittance, making them suitable for agrivoltaic applications. However, the impact of PSC light filtering on plant growth and transcriptomics remains underexplored. This study investigates the viability and agronomic implications of the growth of radicchio seedlings (Cichorium intybus var. latifolium) in laboratory-scale greenhouses integrating Perovskites-coated rooftops. Eu-enriched CsPbI3 layers are chosen to provide semi-transparency and phase stability while radicchio has limited size and grows in pots. Despite the reduced light exposure, radicchio seedlings exhibit faster growth and larger leaves than in the reference, benefiting from specific spectral filtering. RNA-sequencing reveals differential gene expression patterns reflecting adaptive responses to environmental changes. Simulations of full PSC integration demonstrate a positive energy balance in greenhouses to cover annual energy needs for lighting, irrigation, and air conditioning.

Suggested Citation

  • Carlo Spampinato & Salvatore Valastro & Gaetano Calogero & Emanuele Smecca & Giovanni Mannino & Valentina Arena & Raffaella Balestrini & Fabiano Sillo & Lucio Ciná & Antonino La Magna & Alessandra Alb, 2025. "Improved radicchio seedling growth under CsPbI3 perovskite rooftop in a laboratory-scale greenhouse for Agrivoltaics application," Nature Communications, Nature, vol. 16(1), pages 1-14, December.
    • Handle: RePEc:nat:natcom:v:16:y:2025:i:1:d:10.1038_s41467-025-56227-9
    DOI: 10.1038/s41467-025-56227-9
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    References listed on IDEAS

    as
    1. Hao Lin & Miao Yang & Xiaoning Ru & Genshun Wang & Shi Yin & Fuguo Peng & Chengjian Hong & Minghao Qu & Junxiong Lu & Liang Fang & Can Han & Paul Procel & Olindo Isabella & Pingqi Gao & Zhenguo Li & X, 2023. "Silicon heterojunction solar cells with up to 26.81% efficiency achieved by electrically optimized nanocrystalline-silicon hole contact layers," Nature Energy, Nature, vol. 8(8), pages 789-799, August.
    2. Semeraro, Teodoro & Scarano, Aurelia & Curci, Lorenzo Maria & Leggieri, Angelo & Lenucci, Marcello & Basset, Alberto & Santino, Angelo & Piro, Gabriella & De Caroli, Monica, 2024. "Shading effects in agrivoltaic systems can make the difference in boosting food security in climate change," Applied Energy, Elsevier, vol. 358(C).
    3. Paris, Bas & Vandorou, Foteini & Balafoutis, Athanasios T. & Vaiopoulos, Konstantinos & Kyriakarakos, George & Manolakos, Dimitris & Papadakis, George, 2022. "Energy use in open-field agriculture in the EU: A critical review recommending energy efficiency measures and renewable energy sources adoption," Renewable and Sustainable Energy Reviews, Elsevier, vol. 158(C).
    4. Ori Avayu & Euclides Almeida & Yehiam Prior & Tal Ellenbogen, 2017. "Composite functional metasurfaces for multispectral achromatic optics," Nature Communications, Nature, vol. 8(1), pages 1-7, April.
    5. 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).
    6. Salvatore Valastro & Emanuele Smecca & Giovanni Mannino & Corrado Bongiorno & Giuseppe Fisicaro & Stefan Goedecker & Valentina Arena & Carlo Spampinato & Ioannis Deretzis & Sandro Dattilo & Andrea Sca, 2023. "Preventing lead leakage in perovskite solar cells with a sustainable titanium dioxide sponge," Nature Sustainability, Nature, vol. 6(8), pages 974-983, August.
    7. Jessica Barichello & Luigi Vesce & Paolo Mariani & Enrico Leonardi & Roberto Braglia & Aldo Di Carlo & Antonella Canini & Andrea Reale, 2021. "Stable Semi-Transparent Dye-Sensitized Solar Modules and Panels for Greenhouse Application," Energies, MDPI, vol. 14(19), pages 1-16, October.
    8. Tong Wang & Jiabao Yang & Qi Cao & Xingyu Pu & Yuke Li & Hui Chen & Junsong Zhao & Yixin Zhang & Xingyuan Chen & Xuanhua Li, 2023. "Room temperature nondestructive encapsulation via self-crosslinked fluorosilicone polymer enables damp heat-stable sustainable perovskite solar cells," Nature Communications, Nature, vol. 14(1), pages 1-10, December.
    9. repec:plo:pone00:0085024 is not listed on IDEAS
    10. Hanul Min & Do Yoon Lee & Junu Kim & Gwisu Kim & Kyoung Su Lee & Jongbeom Kim & Min Jae Paik & Young Ki Kim & Kwang S. Kim & Min Gyu Kim & Tae Joo Shin & Sang Seok, 2021. "Perovskite solar cells with atomically coherent interlayers on SnO2 electrodes," Nature, Nature, vol. 598(7881), pages 444-450, October.
    11. Harry Smith, 2000. "Phytochromes and light signal perception by plants—an emerging synthesis," Nature, Nature, vol. 407(6804), pages 585-591, October.
    12. Junming Li & Hai-Lei Cao & Wen-Bin Jiao & Qiong Wang & Mingdeng Wei & Irene Cantone & Jian Lü & Antonio Abate, 2020. "Biological impact of lead from halide perovskites reveals the risk of introducing a safe threshold," Nature Communications, Nature, vol. 11(1), pages 1-5, December.
    Full references (including those not matched with items on IDEAS)

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