Abstract: Highlights•A portable device was developed to detect moldy cores in apples.•Available spectral shape features are selected through one-way analysis of variance.•A new model was constructed that fused spectral characteristics and shapes.•The device can detect samples with moldy-core degrees less than 6%.
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