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    Título
    Recent Cereal Phenological Variations under Mediterranean Conditions
    Autor(es)
    Benito-Verdugo, Pilar
    González Zamora, ÁngelAutoridad USAL ORCID
    Martínez Fernández, JoséAutoridad USAL
    Palabras clave
    Cereal phenology
    Rainfed cereal
    Mediterranean climate
    Global warming hiatus
    NDVI
    Soil moisture
    Clasificación UNESCO
    3103.01 Producción de Cultivos
    Fecha de publicación
    2024-05-24
    Editor
    MDPI
    Citación
    Benito-Verdugo, Pilar, Ángel González-Zamora, and José Martínez-Fernández. 2024. "Recent Cereal Phenological Variations under Mediterranean Conditions" Remote Sensing 16, no. 11: 1879. https://doi.org/10.3390/rs16111879
    Resumen
    [EN]This study analyzes the temporal patterns of rainfed cereal phenology extracted from the GIMMS NDVI3g dataset in the main cereal-growing regions under a Mediterranean climate in Spain, Portugal, France and Italy during the period 1982–2022. The series before and after the beginning of the 21st century were analyzed separately. Phenological parameters were extracted using the modified dynamic threshold method, and their trends were analyzed. Correlation analyses were performed to study the relationships among these parameters and to analyze the influence of hydroclimatic variables on the start (SOS) and end (EOS) of the growing season. Results showed a temporal reversal in phenological trends between both study periods, coinciding with the Glob. warming hiatus. In the first period (1982–2002), SOS and EOS advanced (􀀀7.5 and 􀀀3.1 days, respectively), and the length of growing season (LOS) increased. However, during the second stage (2003–2022), SOS and EOS were delayed (7.5 and 1.7 days, respectively), and LOS decreased. Similar dynamics were observed for the influence of the hydroclimatic variables on SOS and EOS, stronger in the first period and weaker in the second. This study provides valuable information on the phenological dynamics of rainfed cereals that may be useful for their management and planning in climate change scenarios.
    URI
    https://hdl.handle.net/10366/160281
    DOI
    10.3390/rs16111879
    Versión del editor
    https:// doi.org/10.3390/rs16111879
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