Solar Induced Fluorescence Retrieved from Avocado (<i>Persea americana</i> Mill.) Canopies Along the Season Correlates with Sugar Levels in the Developing Fruit

Solar Induced Fluorescence (SIF) emitted from the photosynthetic apparatus is related indirectly to biomass production. In this study, a non-imager point spectroradiometer was mounted on a UAV (Unmanned Aerial Vehicle) system (SIF-UAV), and retrieved SIF at high spatial resolution, which is fitted for precision agriculture applications. Spatial variation of SIF was tracked along the season over a commercial avocado (<i>P. americana</i> Mill.) orchard. The retrieved SIF signals were Krieg-interpolated to create a continuous SIF layer that allowed for its estimation for each tree within the studied area. In parallel, sugar content and derivatives were analysed by a metabolomics approach in order to track the accumulation of these sugars in the developing fruit. It was found that SIF<sub>687</sub> correlates with perseitol at <i>R</i><sup>2</sup> = 0.87 and SIF<sub>760</sub> correlates with fructose at <i>R</i><sup>2</sup> = 0.97, two sugars accumulating in the pericarp of the ripening fruits. This study thus advances one step further in reporting not only on photosynthetic activity sensed remotely but also on the actual relationship between photosynthesis products accumulated in the fruit. This study elaborates on the use of the SIF index as an indicator of natural variation of photosynthetic activity, which may lead to in-season adjustments of agronomic inputs using precision agriculture technologies.

Publication Details

Journal
Figshare
Published
2025-01-01
DOI
https://doi.org/10.6084/m9.figshare.28150826.v1
Primary Topic
Remote Sensing in Agriculture
Type
article
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article

Solar Induced Fluorescence Retrieved from Avocado (Persea americana Mill.) Canopies Along the Season Correlates with Sugar Levels in the Developing Fruit

Figshare
Remote Sensing in Agriculture
article

Solar Induced Fluorescence Retrieved from Avocado (Persea americana Mill.) Canopies Along the Season Correlates with Sugar Levels in the Developing Fruit

article en

Abstract

Solar Induced Fluorescence (SIF) emitted from the photosynthetic apparatus is related indirectly to biomass production. In this study, a non-imager point spectroradiometer was mounted on a UAV (Unmanned Aerial Vehicle) system (SIF-UAV), and retrieved SIF at high spatial resolution, which is fitted for precision agriculture applications. Spatial variation of SIF was tracked along the season over a commercial avocado (<i>P. americana</i> Mill.) orchard. The retrieved SIF signals were Krieg-interpolated to create a continuous SIF layer that allowed for its estimation for each tree within the studied area. In parallel, sugar content and derivatives were analysed by a metabolomics approach in order to track the accumulation of these sugars in the developing fruit. It was found that SIF<sub>687</sub> correlates with perseitol at <i>R</i><sup>2</sup> = 0.87 and SIF<sub>760</sub> correlates with fructose at <i>R</i><sup>2</sup> = 0.97, two sugars accumulating in the pericarp of the ripening fruits. This study thus advances one step further in reporting not only on photosynthetic activity sensed remotely but also on the actual relationship between photosynthesis products accumulated in the fruit. This study elaborates on the use of the SIF index as an indicator of natural variation of photosynthetic activity, which may lead to in-season adjustments of agronomic inputs using precision agriculture technologies.

Figshare
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Solar Induced Fluorescence Retrieved from Avocado (<i>Persea americana</i> Mill.) Canopies Along the Season Correlates with Sugar Levels in the Developing Fruit · Figshare (2025) | TGRS Research Map | TGRS