Determination of nitrogen, phosphorus, potassium nutrition status of sugar beet plant by spectrometry reflection techniques in land conditions
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Abstract (EN)
This study examines the potential of non-destructive detection and exchange of sugar beet plant nutrients in hyperspectral sensor systems. In particular, a comparison of the three nutrient content of sugar beet was made to facilitate a simplified and reproducible data analysis method for hyperspectral vegetation data. The reflection spectrum (400-1000 nm) of the leaves in the sugar beet vegetation period was replaced by a spectro-radiometer of the nutrient content of nitrogen, phosphorus and potassium. Analyzed for nutrient-specific spectral signatures. Calculation of spectral difference and reflection sensitivity for each wavelength emphasized high interest in the visible and near-infrared region of spectral signatures. Spectral bands showing the best correlation were different depending on the nutrient element. Spectral vegetation reflections related to physiological parameters were calculated (p <0.05). Differences in sugar beet vegetation period were determined and various bands were reduced according to multiple comparison method and models with a high determination coefficient (r2) six and less were developed. Nitrogen, phosphorus and potassium nutrient concentrations in sugar beet vegetation period were determined with developed models. The results showed that a distinctive differentiation of the change in sugar beet content of three nutrients using spectoradiometer measurements is possible using six or fewer bands in combination.
Author
Yaşar Can Arı
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How to Cite
Yaşar Can Arı (Master Thesis). Determination of nitrogen, phosphorus, potassium nutrition status of sugar beet plant by spectrometry reflection techniques in land conditions, 2019, Isparta University of Applied Sciences.
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