Yi He

29 papers Journal 29
YearRankTypeTitle / Venue / Authors
2025 J jnl
A BiGRU-Based Spatiotemporal Prediction Method for Surface Displacement in Coal Mining Areas Considering Multiscale Seasonal Characteristics.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Long Jin, Yi He, Jinkun Yang, Wang Yang, Huaiyuan Chen, Tianbao Huo, Yunhao Zhang, Wangke Shi
2025 J jnl
A Dual-Stream Coding Fusion Network for Landslide Mapping Based on Multisource Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Yi He, Huaiyuan Chen, Qing Zhu, Qing Zhang, Wang Yang, Jinkun Yang, Wangke Shi, Liang Gao, Mikalai Filonchyk
2025 J jnl
A Heterogeneous Ensemble Learning Method Combining Spectral, Terrain, and Texture Features for Landslide Mapping.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yi He, Hesheng Chen, Qing Zhu, Qing Zhang, Lifeng Zhang, Tao Liu, Wende Li, Huaiyuan Chen
2025 J jnl
A Synergistic CNN-DF Method for Landslide Susceptibility Assessment.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jiangang Lu, Yi He, Lifeng Zhang, Qing Zhang, Jiapeng Tang, Tianbao Huo, Yunhao Zhang
2025 J jnl
DBPFNet: a double branch parallel fusion neural network method for land subsidence susceptibility mapping with InSAR observation data.
Int. J. Digit. Earth
Yi He, Binghai Gao, Haowen Yan, Qing Zhang, Lifeng Zhang, Wende Li, Xu He, Jiangang Lu
2025 J jnl
InSAR-Based Surface Deformation Analysis and Trend Prediction in Permafrost Areas Along the Qinghai-Tibet Railway Using Sentinel-1A and Environmental Factors.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Tianbao Huo, Yi He, Yaoxiang Liu, Wang Yang, Lifeng Zhang, Hesheng Chen, Yuming Fang, Binghai Gao, Xiyin Zhang
2025 J jnl
Maize-Field Extraction From Time-Series SAR Imagery Using Deep-Shallow Learning.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jiaqi Ye, Peng Dou, Yi He, Chunlin Huang, Lifeng Zhang, Ying Zhang, Jinliang Hou, Mingwang Zhang, Haobo Yao, Liang Li
2025 J jnl
Oriented Road Marking Detection in MLS Point Cloud Intensity Images Using Channel and Spatial Attention.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Dehui Li, Tao Liu, Ping Du, Yi He, Shuangtong Liu
2024 J jnl
A Deep Neural Network Framework for Landslide Susceptibility Mapping by Considering Time-Series Rainfall.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Binghai Gao, Yi He, Xueye Chen, Hesheng Chen, Wang Yang, Lifeng Zhang
2024 J jnl
A Graph-Transformer Method for Landslide Susceptibility Mapping.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Qing Zhang, Yi He, Yalei Zhang, Jiangang Lu, Lifeng Zhang, Tianbao Huo, Jiapeng Tang, Yumin Fang, Yunhao Zhang
2024 J jnl
A Multi-Input Channel U-Net Landslide Detection Method Fusing SAR Multisource Remote Sensing Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hesheng Chen, Yi He, Lifeng Zhang, Wang Yang, Yaoxiang Liu, Binghai Gao, Qing Zhang, Jiangang Lu
2024 J jnl
A TDFC-RNNs framework integrated temporal convolutional attention mechanism for InSAR surface deformation prediction: A case study in Beijing Plain.
Int. J. Appl. Earth Obs. Geoinformation
Sheng Yao, Changfeng Jing, Xu He, Yi He, Lifeng Zhang
2024 J jnl
An integrated neural network method for landslide susceptibility assessment based on time-series InSAR deformation dynamic features.
Int. J. Digit. Earth
Yi He, Zhanao Zhao, Qing Zhu, Tao Liu, Qing Zhang, Wang Yang, Lifeng Zhang, Qiang Wang
2024 J jnl
GLER-BiGRUnet: A Surface Deformation Prediction Model Fusing Multiscale Features of InSAR Deformation Information and Environmental Factors.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Tianbao Huo, Yi He, Lifeng Zhang, Wang Yang, Jiapeng Tang, Qing Zhang, Jiangang Lu, Yunhao Zhang
2024 J jnl
Spatio-Temporal Characteristics and Driving Mechanism of Alpine Peatland InSAR Surface Deformation - A Case Study of Maduo County, China.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yaoxiang Liu, Yi He, Wang Yang, Lifeng Zhang
2024 J jnl
Spatiotemporal Characteristics and Prediction of Ecological Safety in the Yellow River Basin of China.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xiao Wei, Lifeng Zhang, Yi He, Binghai Gao, Sheng Yao, Yujie Ding, Yan Guo, Ling Ran
2024 J jnl
Spatiotemporal Dynamic Change and the Driving Mechanism of Desertification in the Yellow River Basin.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Ling Ran, Lifeng Zhang, Yi He, Shengpeng Cao, Yujie Ding, Yan Guo, Xiao Wei, Mikalai Filonchyk
2024 J jnl
Thaw Slump Susceptibility Mapping Based on Sample Optimization and Ensemble Learning Techniques in Qinghai-Tibet Railway Corridor.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yi He, Tianbao Huo, Binghai Gao, Qing Zhu, Long Jin, Jian Chen, Qing Zhang, Jiapeng Tang
2024 J jnl
The Displacement Analysis and Prediction of a Creeping Ancient Landslide at Suoertou, Zhouqu County, China.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yumin Fang, Lifeng Zhang, Yi He, Wang Yang, Tianbao Huo, Qing Zhang, Jiangang Lu
2023 J jnl
A ConvLSTM Neural Network Model for Spatiotemporal Prediction of Mining Area Surface Deformation Based on SBAS-InSAR Monitoring Data.
IEEE Trans. Geosci. Remote. Sens.
Sheng Yao, Yi He, Lifeng Zhang, Wang Yang, Yi Chen, Qiang Sun, Zhanao Zhao, Shengpeng Cao
2023 J jnl
A landslide extraction method of channel attention mechanism U-Net network based on Sentinel-2A remote sensing images.
Int. J. Digit. Earth
Hesheng Chen, Yi He, Lifeng Zhang, Sheng Yao, Wang Yang, Yumin Fang, Yaoxiang Liu, Binghai Gao
2023 J jnl
Analysis of the future trends of typical mountain glacier movements along the Sichuan-Tibet Railway based on ConvGRU network.
Int. J. Digit. Earth
Yali Zhang, Lifeng Zhang, Yi He, Sheng Yao, Wang Yang, Shengpeng Cao, Qiang Sun
2023 J jnl
Landslide Risk Evaluation in Shenzhen Based on Stacking Ensemble Learning and InSAR.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Binghai Gao, Yi He, Xueye Chen, Xiaoyun Zheng, Lifeng Zhang, Qing Zhang, Jiangang Lu
2023 J jnl
Remote-Sensing-Based Change Detection Using Change Vector Analysis in Posterior Probability Space: A Context-Sensitive Bayesian Network Approach.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yikun Li, Xiaojun Li, Jiaxin Song, Zihao Wang, Yi He, Shuwen Yang
2022 J jnl
A Deep Convolutional Neural Network With Multiscale Feature Dynamic Fusion for InSAR Phase Filtering.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Wang Yang, Yi He, Lifeng Zhang, Sheng Yao, Zhiqing Wen, Shengpeng Cao, Zhanao Zhao, Yi Chen, Yali Zhang
2022 J jnl
An InSAR Interferogram Filtering Method Based on Multi-Level Feature Fusion CNN.
Sensors
Wang Yang, Yi He, Sheng Yao, Lifeng Zhang, Shengpeng Cao, Zhiqing Wen
2022 J jnl
Time-Series Analysis and Prediction of Surface Deformation in the Jinchuan Mining Area, Gansu Province, by Using InSAR and CNN-PhLSTM Network.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yi He, Haowen Yan, Wang Yang, Sheng Yao, Lifeng Zhang, Yi Chen, Tao Liu
2021 J jnl
A unified network of information considering superimposed landslide factors sequence and pixel spatial neighbourhood for landslide susceptibility mapping.
Int. J. Appl. Earth Obs. Geoinformation
Yi He, Zhanao Zhao, Wang Yang, Haowen Yan, Wenhui Wang, Sheng Yao, Lifeng Zhang, Tao Liu
2021 J jnl
An Extraction Method for Glacial Lakes Based on Landsat-8 Imagery Using an Improved U-Net Network.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yi He, Sheng Yao, Wang Yang, Haowen Yan, Lifeng Zhang, Zhiqing Wen, Yali Zhang, Tao Liu