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    Por favor, use este identificador para citar o enlazar este ítem: http://hdl.handle.net/10259/7275

    Título
    Validation and calibration of models to estimate photosynthetically active radiation considering different time scales and sky conditions
    Autor
    Blas Corral, Marian de
    García Rodríguez, AnaAutoridad UBU Orcid
    García Ruiz, Ignacio
    Torres Escribano, José Luis
    Publicado en
    Advances in Space Research. 2022, V. 70, n. 7, p. 1737-1760
    Editorial
    Elsevier
    Fecha de publicación
    2022-07
    ISSN
    0273-1177
    DOI
    10.1016/j.asr.2022.07.005
    Resumen
    Photosynthetically Active Radiation (PAR) is a fundamental parameter for developing plant productivity models. Nevertheless, instrumentation for measuring PAR and to record it is scarce at conventional meteorological stations. Several procedures have therefore been proposed for PAR estimation. In this work, 21 previously published analytical models that correlate PAR with easily available meteorological parameters are collected. Although longer time scales were considered in the original publications, a minute range was applied in this work to calibrate the PAR models. In total, more than 10 million input records were gathered from the SURFRAD station network from a 10-year long time series with data frequencies recorded every 1 min. The models were calibrated both globally, using data from all stations and locally, with data from each station. After calibration, the models were validated for minute, hourly and daily data, obtaining low fitting errors at the different stations in all cases, both when using the globally calibrated models and with the models calibrated for each location. Although the PAR results in general improved for locally calibrated models, the use of local models is not justified, since the global models presented offered very satisfactory PAR results for the different climatic conditions where the meteorological stations are located. Thus, PAR estimation model should then be selected, solely considering the meteorological variables available at the specific location. When applying the globally calibrated models to input data classified according to sky conditions (from clear to overcast), the PAR models continued to perform satisfactorily, although the error statistics of some models for overcast skies worsened.
    Palabras clave
    Photosynthetically active radiation
    Solar irradiance
    Sky types
    Model calibration
    Materia
    Electrotecnia
    Electrical engineering
    URI
    http://hdl.handle.net/10259/7275
    Versión del editor
    https://doi.org/10.1016/j.asr.2022.07.005
    Aparece en las colecciones
    • Artículos Matemática Aplicada
    • Artículos SWIFT
    Attribution-NonCommercial-NoDerivatives 4.0 Internacional
    Documento(s) sujeto(s) a una licencia Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 Internacional
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    Nombre:
    Blas-asr_2022.pdf
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    3.313Mb
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