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Ge Song

Wuhan University

Wuhan University

Economics and Management School

Wuhan, Hubei 430072

China

SCHOLARLY PAPERS

3

DOWNLOADS

283

TOTAL CITATIONS

1

Scholarly Papers (3)

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1.

Rtformer: Radiative Transfer Model-Coupled Transformer for Cloud Removal in Optical Remote Sensing Imagery

Downloads 175 (433,279)

Rtformer: Radiative Transfer Model-Coupled Transformer for Cloud Removal in Optical Remote Sensing Imagery

Number of pages: 84 Posted: 22 Jan 2025
Shiyao Meng, Xinyu Wang, Siwei Li, Jie Yang, Ge Song, Yu Ding and Wei Gong
Wuhan University, Wuhan University, Wuhan University, Wuhan University, Wuhan University, Wuhan University and Wuhan University
Downloads 123 (590,717)

Abstract:

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Cloud removal, Radiative transfer model (RTM), Physical model-driven deep learning, Transformer

Rtformer: Radiative Transfer Model-Coupled Transformer for Cloud Removal in Optical Remote Sensing Imagery

Number of pages: 47 Posted: 19 Jun 2024
Shiyao Meng, Xinyu Wang, Siwei Li, Ge Song, Jie Yang, Yu Ding and Wei Gong
Wuhan University, Wuhan University, Wuhan University, Wuhan University, Wuhan University, Wuhan University and Wuhan University
Downloads 52 (1,060,784)

Abstract:

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Cloud removal, Radiative transfer model (RTM), Physical model-driven deep learning, Transformer

2.

72-Hour Real-Time Forecasting of Ambient Pm2.5 by Hybrid Graph Deep Neural Network with Aggregated Neighborhood Spatiotemporal Information

Number of pages: 22 Posted: 12 Feb 2023
Mengfan Teng, Siwei Li, Jia Xing, Chunying Fan, Jie Yang, Shuo Wang, Ge Song, Yu Ding, Jiaxin Dong and Shansi Wang
Wuhan University, Wuhan University, Tsinghua University, Wuhan University, Wuhan University, affiliation not provided to SSRN, Wuhan University, Wuhan University, Wuhan University and Wuhan University
Downloads 57 (1,000,027)

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PM2.5, Hybrid graph deep neural network, Physical mechanism, AOD

3.

24 Hour Prediction of Pm2.5 Concentrations by Combining Empirical Mode Decomposition and Bidirectional Long Short-Term Memory Neural Network

Number of pages: 35 Posted: 09 Dec 2021
Mengfan Teng, Siwei Li, Jia Xing, Ge Song, Jie Yang, Jiaxin Dong, Xiaoyue Zeng and Yaming Qin
Wuhan University, Wuhan University, Tsinghua University, Wuhan University, Wuhan University, Wuhan University, Wuhan University and Wuhan University
Downloads 51 (1,063,489)
Citation 1

Abstract:

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PM2.5, Deep Learning, Empirical mode decomposition, Bidirectional long and short-term memory neural network