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Three-Dimensional Deformation Inversion of the Nuole Landslide by Integrating SPF-InSAR with VMD-Wavelet Analysis and Its Lag Response Mechanism to Rainfall
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Qing CHEN1, Sumin LI1, *, Miao GU2, Xianming SHEN3, Wanfu ZHANG1
Journal of Geodesy and Geodynamics | 2026, 46(8) : 931 - 941
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Journal of Geodesy and Geodynamics | 2026, 46(8): 931-941
Three-Dimensional Deformation Inversion of the Nuole Landslide by Integrating SPF-InSAR with VMD-Wavelet Analysis and Its Lag Response Mechanism to Rainfall
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Qing CHEN1, Sumin LI1, *, Miao GU2, Xianming SHEN3, Wanfu ZHANG1
Affiliations
  • 1 Faculty of Land Resources Engineering, Kunming University of Science and Technology, Kunming 650093, China
  • 2 Yunnan Yunjindi Geo-Information Co Ltd, Kunming 650032, China
  • 3 Kashgar Geological Brigade of Geological Bureau of Xinjiang Uyghur Autonomous Region, Kashgar 844000, China
Published: 2026-08-15 doi: 10.14075/j.jgg.2025.12.419
Outline
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Conventional InSAR monitoring can only obtain one-dimensional deformation along the line-of-sight (LOS) direction, making it difficult to directly invert the three-dimensional movement mechanism of landslides. Moreover, the quantitative relationship between deformation time series and triggering factors such as rainfall remains unclear. To address this, we take the Nuole landslide as an example. By introducing the surface parallel flow(SPF) model, which is suitable for landslides whose movement direction is controlled by topography, as a constraint and integrating ascending and descending time-series InSAR observations, we successfully derived a high-precision three-dimensional deformation field. The results reveal that the landslide exhibits composite movement characteristics in the westward, northward, and downward directions, with westward motion being dominant at a maximum deformation rate of -140 mm/a. Furthermore, variational mode decomposition (VMD) was applied to accurately extract periodic signals from the deformation time series, and wavelet analysis was employed to quantify the triggering effect of rainfall on deformation. The study identified a significant common annual oscillation period between deformation and rainfall, with periodic deformation lagging behind rainfall by approximately one-quarter of the period (about 3 months). This lag period reflects the complete physical process of rainfall infiltration, slip-zone softening, and deformation response. The study provides an effective approach for quantitative analysis of the three-dimensional movement mechanism of landslides and rainfall-induced triggering mechanism.

large-scale landslide  /  time-series InSAR  /  SPF-based 3D deformation decomposition  /  variational mode decomposition(VMD)  /  cross wavelet analysis
陈青, 李素敏, 谷苗, 沈显名, 张万福. 融合SPF-InSAR与VMD-小波分析的糯勒滑坡三维形变反演及其对降雨的滞后响应机理研究. 大地测量与地球动力学, 2026 , 46 (8) : 931 -941 . DOI: 10.14075/j.jgg.2025.12.419
Qing CHEN, Sumin LI, Miao GU, Xianming SHEN, Wanfu ZHANG. Three-Dimensional Deformation Inversion of the Nuole Landslide by Integrating SPF-InSAR with VMD-Wavelet Analysis and Its Lag Response Mechanism to Rainfall[J]. Journal of Geodesy and Geodynamics, 2026 , 46 (8) : 931 -941 . DOI: 10.14075/j.jgg.2025.12.419
Year 2026 volume 46 Issue 8
29
10
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Article Info
doi: 10.14075/j.jgg.2025.12.419
  • Receive Date:2025-12-02
  • Online Date:2026-10-30
  • Published:2026-08-15
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  • Received:2025-12-02
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Affiliations
    1 Faculty of Land Resources Engineering, Kunming University of Science and Technology, Kunming 650093, China
    2 Yunnan Yunjindi Geo-Information Co Ltd, Kunming 650032, China
    3 Kashgar Geological Brigade of Geological Bureau of Xinjiang Uyghur Autonomous Region, Kashgar 844000, China
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表12种不同金属材料的力学参数
科
Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)
属
Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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