遇见数据集

AR forecast method

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DataCite Commons2025-02-02 更新2025-04-16 收录
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To overcome the limitations of traditional numerical weather prediction (NWP) models, we propose a deep learning (DL) model, called GAN-UNet, to forecast the AR occurrence, position, and intensity in East Asia (EA). GAN-UNet can capture the complex nonlinear relationship between the inputs at the past moment and the forecast output, whose results are comparable to NWP models.

提供机构:
Science Data Bank
创建时间:
2023-05-22
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