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Siwei Li

Wuhan University

Wuhan University

Economics and Management School

Wuhan, Hubei 430072

China

SCHOLARLY PAPERS

6

DOWNLOADS

581

TOTAL CITATIONS

11

Scholarly Papers (6)

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1.

The High-Resolution Global Land Surface Satellite (Hi-Glass) Products Suite

Downloads 233 (327,463)
Citation 10

The High-Resolution Global Land Surface Satellite (Hi-Glass) Products Suite

Number of pages: 39 Posted: 24 Sep 2024
Shunlin Liang, Tao He, Jie Cheng, Bo Jiang, Huaan Jin, Ainong Li, Siwei Li, Liangyun Liu, Xiaobang Liu, Han Ma, Dan-xia Song, Lin Sun, Yunjun Yao, Wenping Yuan, Yufang Zhang, Feng Tian and Liulin Song
The University of Hong Kong - University of Hong Kong, Wuhan University, affiliation not provided to SSRN, affiliation not provided to SSRN, Institute of Mountain Hazards and Environment Chinese Academy of Sciences, Institute of Mountain Hazards and Environment Chinese Academy of Sciences, Wuhan University, affiliation not provided to SSRN, affiliation not provided to SSRN, The University of Hong Kong - University of Hong Kong, Central China Normal University, Shandong University of Science and Technology, Beijing Normal University, affiliation not provided to SSRN, affiliation not provided to SSRN, Wuhan University and affiliation not provided to SSRN
Downloads 133 (548,793)
Citation 10

Abstract:

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Landsat, Hi-GLASS products, Land, Vegetation, Radiation, Data Fusion

The High-Resolution Global Land Surface Satellite (Hi-Glass) Products Suite

Number of pages: 45 Posted: 19 Mar 2025
Shunlin Liang, Tao He, Jie Cheng, Bo Jiang, Huaan Jin, Ainong Li, Siwei Li, Liangyun Liu, Xiaobang Liu, Han Ma, Dan-xia Song, Lin Sun, Yunjun Yao, Wenping Yuan, Yufang Zhang, Feng Tian and Leshi Li
The University of Hong Kong - University of Hong Kong, Wuhan University, affiliation not provided to SSRN, affiliation not provided to SSRN, Institute of Mountain Hazards and Environment Chinese Academy of Sciences, Institute of Mountain Hazards and Environment Chinese Academy of Sciences, Wuhan University, affiliation not provided to SSRN, affiliation not provided to SSRN, The University of Hong Kong - University of Hong Kong, Central China Normal University, Shandong University of Science and Technology, Beijing Normal University, affiliation not provided to SSRN, affiliation not provided to SSRN, Wuhan University and The University of Hong Kong
Downloads 100 (694,787)

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Landsat, Hi-GLASS products, Land, Vegetation, Radiation, Data fusion

2.

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

Downloads 174 (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 122 (590,717)

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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

3.

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 56 (1,000,027)

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

4.

Enhancing 72-Hour Air Quality Forecasting with an Observation-Driven Deep Learning Chemistry Transport Model

Number of pages: 22 Posted: 25 Mar 2025
Siwei Li and jia xing
Wuhan University and Tsinghua University
Downloads 55 (1,010,164)

Abstract:

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satellite, Deep learning, chemistry transport model, air quality, forecast

5.

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 50 (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

6.

GRF-Net: Plume morphology-informed reanalysis wind correction for satellite greenhouse gas point-source quantification

Number of pages: 24 Posted: 23 May 2026
Yuchi Xing, Ge Han, Huiqin Mao, Boming Liu, Cuihong Chen, Siwei Li, Feiyue Mao and Wei Gong
Wuhan University, Wuhan University, affiliation not provided to SSRN, Wuhan University, affiliation not provided to SSRN, Wuhan University, Wuhan University and Wuhan University
Downloads 13 (1,518,554)

Abstract:

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Wind correctionPoint-source plumeEmission inversionMachine learningGreenhouse gas