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Author

Mohammad Vahedi Torshizi

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2 papers indexed here

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Sep 2026

Property-dependent predictive performance of linear and nonlinear models in NIR-based monitoring of apple maturity

Abstract This study aimed to evaluate the capability of near-infrared (NIR) spectroscopy combined with multivariate regression algorithms to predict physicochemical properties and characterize ripening-stage progression of Fuji apple. Spectral preprocessing included SNV and smoothing, and three regression algorithms (P...

S. Sabzi, Mohsen Azadbakht, Mohammad Vahedi Torshizi et al. · 0 citations
Open access Sep 2026

Synergistic effects of spectral preprocessing and machine learning algorithms for nitrogen estimation in tomato using hyperspectral spectral data

Accurate estimation of leaf nitrogen content is essential for optimizing fertilization management and improving crop productivity. This study proposes a nondestructive hyperspectral imaging framework combined with advanced machine learning algorithms to classify nitrogen levels in tomato leaves (Solanum lycopersicu...

Mohammad Vahedi Torshizi, S. Sabzi, Mohsen Azadbakht et al. · 0 citations

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