A unified network of information considering superimposed landslide factors sequence and pixel spatial neighbourhood for landslide susceptibility mapping. - Yi He; Zhanao Zhao; Wang Yang 003; Haowen Yan; Wenhui Wang; Sheng Yao; Lifeng Zhang; Tao Liu (Int. J. Appl. Earth Obs. Geoinformation, 2021)

An Extraction Method for Glacial Lakes Based on Landsat-8 Imagery Using an Improved U-Net Network. - Yi He; Sheng Yao; Wang Yang 003; Haowen Yan; Lifeng Zhang; Zhiqing Wen; Yali Zhang; Tao Liu (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

An InSAR Interferogram Filtering Method Based on Multi-Level Feature Fusion CNN. - Wang Yang 003; Yi He; Sheng Yao; Lifeng Zhang; Shengpeng Cao; Zhiqing Wen (Sensors, 2022)

Time-Series Analysis and Prediction of Surface Deformation in the Jinchuan Mining Area, Gansu Province, by Using InSAR and CNN-PhLSTM Network. - Yi He; Haowen Yan; Wang Yang 003; Sheng Yao; Lifeng Zhang; Yi Chen; Tao Liu (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

A Deep Convolutional Neural Network With Multiscale Feature Dynamic Fusion for InSAR Phase Filtering. - Wang Yang 003; Yi He; Lifeng Zhang; Sheng Yao; Zhiqing Wen; Shengpeng Cao; Zhanao Zhao; Yi Chen; Yali Zhang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

A ConvLSTM Neural Network Model for Spatiotemporal Prediction of Mining Area Surface Deformation Based on SBAS-InSAR Monitoring Data. - Sheng Yao; Yi He; Lifeng Zhang; Wang Yang 003; Yi Chen; Qiang Sun; Zhanao Zhao; Shengpeng Cao (IEEE Trans. Geosci. Remote. Sens., 2023)

A landslide extraction method of channel attention mechanism U-Net network based on Sentinel-2A remote sensing images. - Hesheng Chen; Yi He; Lifeng Zhang; Sheng Yao; Wang Yang 003; Yumin Fang; Yaoxiang Liu; Binghai Gao (Int. J. Digit. Earth, 2023)

Analysis of the future trends of typical mountain glacier movements along the Sichuan-Tibet Railway based on ConvGRU network. - Yali Zhang; Lifeng Zhang; Yi He; Sheng Yao; Wang Yang 003; Shengpeng Cao; Qiang Sun (Int. J. Digit. Earth, 2023)

A Multi-Input Channel U-Net Landslide Detection Method Fusing SAR Multisource Remote Sensing Data. - Hesheng Chen; Yi He; Lifeng Zhang; Wang Yang 003; Yaoxiang Liu; Binghai Gao; Qing Zhang; Jiangang Lu (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

The Displacement Analysis and Prediction of a Creeping Ancient Landslide at Suoertou, Zhouqu County, China. - Yumin Fang; Lifeng Zhang; Yi He; Wang Yang 003; Tianbao Huo; Qing Zhang; Jiangang Lu (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

A Deep Neural Network Framework for Landslide Susceptibility Mapping by Considering Time-Series Rainfall. - Binghai Gao; Yi He; Xueye Chen; Hesheng Chen; Wang Yang 003; Lifeng Zhang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

GLER-BiGRUnet: A Surface Deformation Prediction Model Fusing Multiscale Features of InSAR Deformation Information and Environmental Factors. - Tianbao Huo; Yi He; Lifeng Zhang; Wang Yang 003; Jiapeng Tang; Qing Zhang; Jiangang Lu; Yunhao Zhang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Spatio-Temporal Characteristics and Driving Mechanism of Alpine Peatland InSAR Surface Deformation - A Case Study of Maduo County, China. - Yaoxiang Liu; Yi He; Wang Yang 003; Lifeng Zhang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

An integrated neural network method for landslide susceptibility assessment based on time-series InSAR deformation dynamic features. - Yi He; Zhanao Zhao; Qing Zhu; Tao Liu; Qing Zhang; Wang Yang 003; Lifeng Zhang; Qiang Wang (Int. J. Digit. Earth, 2024)

InSAR-Based Surface Deformation Analysis and Trend Prediction in Permafrost Areas Along the Qinghai-Tibet Railway Using Sentinel-1A and Environmental Factors. - Tianbao Huo; Yi He; Yaoxiang Liu; Wang Yang 003; Lifeng Zhang; Hesheng Chen; Yuming Fang; Binghai Gao; Xiyin Zhang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)