Parcel-scale crop planting structure extraction combining time-series of Sentinel-1 and Sentinel-2 data based on a semantic edge-aware multi-task neural network

This study proposes a parcel-scale remote sensing methodology for agricultural cultivation pattern extraction to address the classification inaccuracies observed in previous crop planting structure identification studies. Specifically, a novel semantic edge-aware multi-task neural network (SEANet) i...

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Bibliographic Details
Main Authors: Zhiguang Tang, Xiangdong Wang, Qin Jiang, Haizhu Pan, Gang Deng, He Chen, Yuanhong You, Sijia Li, Haiyan Hou
Format: Article
Language:English
Published: Taylor & Francis Group 2025-08-01
Series:International Journal of Digital Earth
Subjects:
Online Access:https://www.tandfonline.com/doi/10.1080/17538947.2025.2497487
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