岐阜大学 · 応用生物科学部 · 助教

研究关键词rice yield prediction・UAV phenotyping・explainable artificial intelligence・rice biomass estimation・soil salinity remote sensing・leaf area index estimation・quinoa field phenotyping・satellite agronomy・crop yield sustainability

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• Optimal timing of satellite data acquisition for estimating and modeling soil salinity in cotton fields of the Mingbulak District, Uzbekistan
• Biomass estimation of World rice (Oryza sativa L.) core collection based on the convolutional neural network and digital images of canopy
• Plant-level Yield Prediction of Quinoa in Field Plots Across Growth Stages Using UAV-derived 3D Structural and Spectral Features with Machine Learning
• GIS and Remote Sensing Applications in Rice Cultivation

• 作物学的知見の活用と擬似ラベリングの援用によるUAVを用いたイネ生育推定の汎用化
• 田んぼダム導入による米の収量・品質への影響に関する検証業務

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