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

ITALY
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Bradley Heins

University of Minnesota

UNITED STATES
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Kristine Loh

Visiting Assistant Professor

Swarthmore College

UNITED STATES
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Volker Beckmann

Professor of Economics and Landscape Economics

Ernst-Moritz-Arndt Universität Greifswald

GERMANY
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Greg Barron-Gafford

University of Arizona

UNITED STATES
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Annie Guiller

Professor

Université de Picardie Jules Verne

FRANCE
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Bas Van Aken

Netherlands Organisation for Applied Scientific Research

NETHERLANDS
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Dunbar Birnie

Professor

Rutgers University

UNITED STATES
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Herman Helsen

Wageningen University & Research

NETHERLANDS
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Sebastian Sterl

Vrije Universiteit Brussel

BELGIUM
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Frank de Ruijter

Wageningen University & Research

NETHERLANDS
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Uwe Kortshagen

University of Minnesota

UNITED STATES
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Andrea VOLTERRANI

Professore associato

Università degli Studi di Roma La Sapienza

ITALY
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GLORIA PADOVAN

University of Florence

ITALY
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Evan Franklin

Associate Professor

University of Tasmania

AUSTRALIA
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Jonas Böhm

Head of Junior Research Group Energy in Agriculture and Agrivoltaics

Johann Heinrich von Thünen-Institut

GERMANY
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Max Trommsdorff

Head of Group Agrivoltaics

Fraunhofer Institute for Solar Energy Systems

GERMANY
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