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Author

Guoxiang Liu

2 papers indexed here

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Open access Oct 2026

InSAR-Derived Surface-Deformation-Constrained Machine Learning for Permafrost Occurrence Probability Mapping in the Eastern Kunlun Mountains

Accurate characterization of permafrost distribution on the Qinghai–Tibet Plateau is crucial for assessing permafrost degradation under climate warming and engineering disturbances, as well as its potential implications for cold-region infrastructure stability. However, statistical learning-based permafrost mapping is...

Ting-Ting Wu, Xiao-Wen Wang, Jia-Xin Cai et al. · 0 citations
2026

Multibranch Dilated Residual Network for InSAR Phase Denoising

Interferometric phase noise governs the accuracies of both subsequent interferometric synthetic aperture radar (InSAR) data processing and the final measurements. Filtering is the main method for reducing the phase noise of InSAR. However, the traditional filtering algorithms operating in the spatial or transform domai...

Hongquan Xiang, Xue Cheng, Qi-Cai Shi et al. · 0 citations

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