Prof. Lei Han Profile

Prof. Lei Han

at Ocean Univ of China

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Author

Publications (6)

Proceedings Article | 16 February 2022 Paper

Application of spatiotemporal convolution network for precipitation nowcasting

Wei Zhang, Tingting Li, Pengfei Li, Lei Han

Proceedings Volume 12083, 120832S (2022) https://doi.org/10.1117/12.2623380

KEYWORDS: Convolution, Radar, Machine learning, Systems modeling, Standards development, Detection and tracking algorithms, Meteorology, Feature extraction, Data modeling, Atmospheric modeling

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Proceedings Article | 27 January 2021 Paper

Early recognition of convective initiation using 3D U-Net with multi-source data

Lei Han, Xiaoxu Qi, Wei Zhang, Yurong Ge

Proceedings Volume 11720, 117201Y (2021) https://doi.org/10.1117/12.2589383

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Proceedings Article | 27 January 2021 Paper

Radar image prediction using generative adversarial networks

Lei Han, Liyuan Fang, Wei Zhang, Yurong Ge

Proceedings Volume 11720, 1172020 (2021) https://doi.org/10.1117/12.2589379

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Proceedings Article | 3 January 2020 Paper

A spatiotemporal convolutional network approach for convection storm nowcasting

Wei Zhang, Hongling Liu, Lei Han

Proceedings Volume 11373, 113731P (2020) https://doi.org/10.1117/12.2557332

KEYWORDS: Radar, Convolution, Machine learning, Convolutional neural networks, Neural networks, Spatial resolution, Network architectures, 3D modeling

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Proceedings Article | 10 April 2018 Paper

Strong convective storm nowcasting using a hybrid approach of convolutional neural network and hidden Markov model

Wei Zhang, Ling Jiang, Lei Han

Proceedings Volume 10615, 106155E (2018) https://doi.org/10.1117/12.2302689

KEYWORDS: Data modeling, Machine learning, Atmospheric modeling, Radar, Feature extraction, Pattern recognition

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Proceedings Article | 10 April 2018 Paper

A deep belief network approach using VDRAS data for nowcasting

Lei Han, Jie Dai, Wei Zhang, Changjiang Zhang, Hanlei Feng

Proceedings Volume 10615, 106155F (2018) https://doi.org/10.1117/12.2303475

KEYWORDS: Radar, Data modeling, Meteorology, Doppler effect, Clouds, Atmospheric modeling, Systems modeling, Analytical research, Machine learning, Reflectivity

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Showing 5 of 6 publications

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