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Deep learning-based InSAR time-series deformation prediction in coal mine areas

Chuanzeng Shu Zhiguo Meng Ying Yang Yongzhi Wang Shanjun Liu Xiaoping Zhang Yuanzhi Zhang

地球空间信息科学学报（英文版）2025，Vol.28Issue(5)：中插6,2119-2141,24.

地球空间信息科学学报（英文版）2025，Vol.28Issue(5)：中插6,2119-2141,24.DOI:10.1080/10095020.2025.2500521

Deep learning-based InSAR time-series deformation prediction in coal mine areas

Chuanzeng Shu ¹Zhiguo Meng ¹Ying Yang ²Yongzhi Wang ¹Shanjun Liu ³Xiaoping Zhang ⁴Yuanzhi Zhang⁵

作者信息

1. College of Geoexploration Science and Technology,Jilin University,Changchun,China||State Key Laboratory of Lunar and Planetary Sciences,Macau University of Science and Technology,Macau,China
2. Sichuan Communication Surveying & Design Institute,Chengdu,China
3. School of Resources and Civil Engineering,Northeastern University,Shenyang,China
4. State Key Laboratory of Lunar and Planetary Sciences,Macau University of Science and Technology,Macau,China
5. Laboratory of Deep-Space Exploration,National Astronomical Observatories,Chinese Academy of Sciences,Beijing,China
折叠

摘要

关键词

Coal mine areas/interferometric synthetic aperture radar(InSAR)/deep learning/deformation prediction

Key words

Coal mine areas/interferometric synthetic aperture radar(InSAR)/deep learning/deformation prediction

引用本文复制引用

Chuanzeng Shu,Zhiguo Meng,Ying Yang,Yongzhi Wang,Shanjun Liu,Xiaoping Zhang,Yuanzhi Zhang..Deep learning-based InSAR time-series deformation prediction in coal mine areas[J].地球空间信息科学学报（英文版）,2025,28(5):中插6,2119-2141,24.

基金项目

This work is supported by the Natural Science Foundation of Jilin Province[grant number 20220101159JC] （）

Sichuan Transportation Science and Technology Program[grant number 2023-B-15] （）

and the open project fund of State Key Laboratory of Lunar and Planetary Sciences(Macau University of Science and Technology)(the Science and Technology Development Fund(FDCT)of Macau)[grant numbers 002/2024/SKL,0014/2022/A1,and 0034/2024/AMJ]. （Macau University of Science and Technology）

地球空间信息科学学报（英文版）

ISSN：1009-5020

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