Yi He

According to our database, Yi He authored at least 26 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Maize-Field Extraction From Time-Series SAR Imagery Using Deep-Shallow Learning.

Jiaqi Ye, Peng Dou, Yi He, Chunlin Huang, Lifeng Zhang, Ying Zhang, Jinliang Hou, Mingwang Zhang, Haobo Yao, Liang Li

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

A Synergistic CNN-DF Method for Landslide Susceptibility Assessment.

Jiangang Lu, Yi He, Lifeng Zhang, Qing Zhang, Jiapeng Tang, Tianbao Huo, Yunhao Zhang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

Oriented Road Marking Detection in MLS Point Cloud Intensity Images Using Channel and Spatial Attention.

Dehui Li, Tao Liu, Ping Du, Yi He, Shuangtong Liu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

A BiGRU-Based Spatiotemporal Prediction Method for Surface Displacement in Coal Mining Areas Considering Multiscale Seasonal Characteristics.

Long Jin, Yi He, Jinkun Yang, Wang Yang, Huaiyuan Chen, Tianbao Huo, Yunhao Zhang, Wangke Shi

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

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, Lifeng Zhang, Hesheng Chen, Yuming Fang, Binghai Gao, Xiyin Zhang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

A Heterogeneous Ensemble Learning Method Combining Spectral, Terrain, and Texture Features for Landslide Mapping.

Yi He, Hesheng Chen, Qing Zhu, Qing Zhang, Lifeng Zhang, Tao Liu, Wende Li, Huaiyuan Chen

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

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, Lifeng Zhang, Qiang Wang

Int. J. Digit. Earth, December, 2024

A Graph-Transformer Method for Landslide Susceptibility Mapping.

Qing Zhang, Yi He, Yalei Zhang, Jiangang Lu, Lifeng Zhang, Tianbao Huo, Jiapeng Tang, Yumin Fang, Yunhao Zhang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Spatiotemporal Characteristics and Prediction of Ecological Safety in the Yellow River Basin of China.

Xiao Wei, Lifeng Zhang, Yi He, Binghai Gao, Sheng Yao, Yujie Ding, Yan Guo, Ling Ran

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Spatiotemporal Dynamic Change and the Driving Mechanism of Desertification in the Yellow River Basin.

Ling Ran, Lifeng Zhang, Yi He, Shengpeng Cao, Yujie Ding, Yan Guo, Xiao Wei, Mikalai Filonchyk

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, 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, Jiapeng Tang, Qing Zhang, Jiangang Lu, Yunhao Zhang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Thaw Slump Susceptibility Mapping Based on Sample Optimization and Ensemble Learning Techniques in Qinghai-Tibet Railway Corridor.

Yi He, Tianbao Huo, Binghai Gao, Qing Zhu, Long Jin, Jian Chen, Qing Zhang, Jiapeng Tang

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, Lifeng Zhang

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, Tianbao Huo, Qing Zhang, Jiangang Lu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

A Multi-Input Channel U-Net Landslide Detection Method Fusing SAR Multisource Remote Sensing Data.

Hesheng Chen, Yi He, Lifeng Zhang, Wang Yang, Yaoxiang Liu, Binghai Gao, Qing Zhang, Jiangang Lu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

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, Shengpeng Cao, Qiang Sun

Int. J. Digit. Earth, December, 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, Yumin Fang, Yaoxiang Liu, Binghai Gao

Int. J. Digit. Earth, December, 2023

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, Yi Chen, Qiang Sun, Zhanao Zhao, Shengpeng Cao

IEEE Trans. Geosci. Remote. Sens., 2023

Remote-Sensing-Based Change Detection Using Change Vector Analysis in Posterior Probability Space: A Context-Sensitive Bayesian Network Approach.

Yikun Li, Xiaojun Li, Jiaxin Song, Zihao Wang, Yi He, Shuwen Yang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Landslide Risk Evaluation in Shenzhen Based on Stacking Ensemble Learning and InSAR.

Binghai Gao, Yi He, Xueye Chen, Xiaoyun Zheng, Lifeng Zhang, Qing Zhang, Jiangang Lu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

2022

A Deep Convolutional Neural Network With Multiscale Feature Dynamic Fusion for InSAR Phase Filtering.

Wang Yang, 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

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, Sheng Yao, Lifeng Zhang, Yi Chen, Tao Liu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

An InSAR Interferogram Filtering Method Based on Multi-Level Feature Fusion CNN.

Wang Yang, Yi He, Sheng Yao, Lifeng Zhang, Shengpeng Cao, Zhiqing Wen

Sensors, 2022

2021

An Extraction Method for Glacial Lakes Based on Landsat-8 Imagery Using an Improved U-Net Network.

Yi He, Sheng Yao, Wang Yang, Haowen Yan, Lifeng Zhang, Zhiqing Wen, Yali Zhang, Tao Liu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

A unified network of information considering superimposed landslide factors sequence and pixel spatial neighbourhood for landslide susceptibility mapping.

Yi He, Zhanao Zhao, Wang Yang, Haowen Yan, Wenhui Wang, Sheng Yao, Lifeng Zhang, Tao Liu

Int. J. Appl. Earth Obs. Geoinformation, 2021