Shiyu Liu

Shaping the future of citrus yield prediction with multimodal data fusion and machine learning: a systematic review

Accurate yield forecasting enables growers and the citrus industry to optimize resource allocation, mitigate economic risks, and enhance supply chain efficiency. However, existing studies remain fragmented, with substantial variation in input features, data acquisition platforms,...