Spatio-temporal-text fusion for hierarchical multi-label crop classification based on time-series remote sensing imagery

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Xiyao Li, Jiayi Li, Jie Jiang, Xiaofeng Pan, Xin Huang

Published: 2025, Last Modified: 15 May 2025Int. J. Appl. Earth Obs. Geoinformation 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•A novel spatio-temporal-text fusion framework for crop classification.•Using hierarchical information by incorporating spatial and semantic embeddings.•Supports cross-dataset validation with good generalization.