Cropland segmentation leveraging a synergistic edge enhancement and temporal difference-aware network with Sentinel-2 time-series imagery

Semantic segmentation of cropland is essential for extracting crop distribution from satellite remote sensing (RS) images. However, the dynamic temporal patterns caused by crop rotations and the heterogeneous spatial characteristics of cropland hinder high-precision segmentation, leading to boundary...

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Bibliographic Details

Published in:	International Journal of Digital Earth
Main Authors:	Minghui Chang, Shihua Li, Shuaifeng Peng, Ze He, Katharina Anders
Format:	Article
Language:	English
Published:	Taylor & Francis Group 2025-12-01
Subjects:	Cropland semantic segmentation spatiotemporal time series images differential awareness attention
Online Access:	https://www.tandfonline.com/doi/10.1080/17538947.2025.2554350