Sheng Yao

11 papers Journal 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
SASTGCN: Semantic-Augmented Spatio-temporal graph convolutional network for subway flow prediction.
Int. J. Appl. Earth Obs. Geoinformation
Shiyuan Jin, Changfeng Jing, Sheng Yao, Yushan Zhang, Pu Zhao, Jinlong Zhang
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
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
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
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