P. E. Campana
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Articles (7)
Year:
2025
Year:
2025
Photosynthetically active radiation is a key parameter for determining crop yield. Separating photosynthetically active radiation into direct and diffuse components is significant to agrivoltaic systems. The varying shading conditions caused by the solar panels produce a higher contribution of diffuse irradiance reaching the crops. This study introduces a new separation model capable of accurately estimating the diffuse component from the global photosynthetically active radiation and conveniently retrievable meteorological parameters. The model modifies one of the highest-performing separation models for broadband irradiance, namely, the Yang2 model. Four new predictors are added: atmospheric optical thickness, vapor pressure deficit, aerosol optical depth, and surface albedo. The proposed model has been calibrated, tested, and validated at three sites in Sweden with latitudes above 58 °N, outperforming four other models in all examined locations, with R2 values greater than 0.90. The applicability of the developed model is demonstrated using data retrieved from Sweden's first agrivoltaic system. A variety of data availability cases representative of current and future agrivoltaic systems is tested. If on-site measurements of diffuse photosynthetically active radiation are not available, the model calibrated based on nearby stations can be a suitable first approximation, obtaining an R2 of 0.89. Utilizing predictor values derived from satellite data is an alternative method, but the spatial resolution must be considered cautiously as the R2 dropped to 0.73.
Year:
2024
Year:
2024
Year:
2024
Year:
2024
Year:
2024
Collaborators (17)
marco bindi
University of Florence
Bradley Heins
University of Minnesota
Kristine Loh
Visiting Assistant Professor
Swarthmore College
Volker Beckmann
Professor of Economics and Landscape Economics
Ernst-Moritz-Arndt Universität Greifswald
Greg Barron-Gafford
University of Arizona
Annie Guiller
Professor
Université de Picardie Jules Verne
Bas Van Aken
Netherlands Organisation for Applied Scientific Research
Dunbar Birnie
Professor
Rutgers University
Herman Helsen
Wageningen University & Research
Sebastian Sterl
Vrije Universiteit Brussel
Frank de Ruijter
Wageningen University & Research
Uwe Kortshagen
University of Minnesota
Andrea VOLTERRANI
Professore associato
Università degli Studi di Roma La Sapienza
GLORIA PADOVAN
University of Florence
Evan Franklin
Associate Professor
University of Tasmania
Jonas Böhm
Head of Junior Research Group Energy in Agriculture and Agrivoltaics
Johann Heinrich von Thünen-Institut
Max Trommsdorff
Head of Group Agrivoltaics
Fraunhofer Institute for Solar Energy Systems
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