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River Surface Change Detection Using a Graph Structure-Aware Transformer with Multi-Temporal Spectral Remote Sensing Data

SU Yuanchao HU Chenduo YAN Lin JIANG Mengying GAO Jianjian FENG Xiaohua TIAN Yuansheng

测绘学报（英文版）2025，Vol.8Issue(4)：83-101,19.
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测绘学报（英文版）2025，Vol.8Issue(4)：83-101,19.DOI:10.11947/j.JGGS.2025.0407

River Surface Change Detection Using a Graph Structure-Aware Transformer with Multi-Temporal Spectral Remote Sensing Data

River Surface Change Detection Using a Graph Structure-Aware Transformer with Multi-Temporal Spectral Remote Sensing Data

SU Yuanchao 1HU Chenduo 1YAN Lin 2JIANG Mengying 3GAO Jianjian 4FENG Xiaohua 5TIAN Yuansheng6

作者信息

  • 1. College of Geomatics,Xi'an University of Science and Technology,Xi'an 710054,China
  • 2. International Research Center of Big Data for Sustainable Development Goals,Beijing 100094,China||Key Laboratory of Digital Earth Science,Aerospace Information Research Institute,Chinese Academy of Sci-ences,Beijing 100094,China
  • 3. College of Communication and Information Engineering,Xi'an University of Science and Technology,Xi'an 710054,China
  • 4. Suide Water and Soil Conservation Scientific Experimental Station of the Yellow River Water Conservancy Com-mission,Yulin 719000,China
  • 5. Big Data Center,Northwest Survey and Planning Institute,National Forestry and Grassland Administration,Xi'an 710048,China
  • 6. Soil Conservation Supervision Bureau for Shanxi Shaanxi-Inner Mongolia Contiguous Areas,Yulin 719000,China.
  • 折叠

摘要

关键词

remote sensing/river surface change detection/transformer/deep learning/multi-temporal image processing

Key words

remote sensing/river surface change detection/transformer/deep learning/multi-temporal image processing

引用本文复制引用

SU Yuanchao,HU Chenduo,YAN Lin,JIANG Mengying,GAO Jianjian,FENG Xiaohua,TIAN Yuansheng..River Surface Change Detection Using a Graph Structure-Aware Transformer with Multi-Temporal Spectral Remote Sensing Data[J].测绘学报（英文版）,2025,8(4):83-101,19.

基金项目

National Natural Science Founda-tion of China(No.42571463) （No.42571463）

Macau Young Scholars Pro-gram(No.AM2023033) （No.AM2023033）

Shaanxi Province Youth Science and Technology Star Program(No.2024ZC-KJXX-115) （No.2024ZC-KJXX-115）

Natural Science Foundation Research Program of Shaanxi Province(No.2025JC-YBMS-257) （No.2025JC-YBMS-257）

Open Research Fund of Shaanxi Key Laboratory of Optical Remote Sensing and Intelligent Information Processing(No.KF20250302). （No.KF20250302）

测绘学报（英文版）

OACSCDCSTPCD

2096-5990

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