Ms. Yaping Guan Profile

Yaping Guan

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Publications (2)

Proceedings Article | 10 February 2023 Paper

Study on PM2.5 DNN-LSTM hybrid neural network prediction model considering climate factors

Shuyu Yu, Yaping Guan, Lujin Hu, Zheng Wen, Jian Wang, Jing Hu

Proceedings Volume 12552, 1255232 (2023) https://doi.org/10.1117/12.2667474

KEYWORDS: Data modeling, Data fusion, Neural networks, Meteorology, Climatology, Temperature metrology, Education and training, Air temperature, Atmospheric modeling, Wind speed

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Proceedings Article | 10 February 2023 Paper

Research on multi-scale analysis methods of heat island and influencing factors in the core area of the capital

Yaping Guan, Lujin Hu, Jian Wang

Proceedings Volume 12552, 125520X (2023) https://doi.org/10.1117/12.2667337

KEYWORDS: Analytical research, Sensors, Autocorrelation, Factor analysis, Data modeling, Statistical modeling, Remote sensing

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