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Winter wheat yield prediction using convolutional neural networks and UAV-based multispectral imagery

Ryoya Tanabe, Tsutomu Matsui, Takashi Tanaka

2022Field Crops Research98 citationsDOI

Topics & Concepts

Multispectral imageConvolutional neural networkArtificial intelligenceComputer scienceLinear regressionMean squared errorPredictive modellingPrecision agricultureRegressionStage (stratigraphy)Regression analysisArtificial neural networkDeep learningMachine learningPattern recognition (psychology)MathematicsStatisticsAgricultureGeographyArchaeologyPaleontologyBiologyRemote Sensing in AgricultureSmart Agriculture and AILeaf Properties and Growth Measurement
Winter wheat yield prediction using convolutional neural networks and UAV-based multispectral imagery | Litcius