A CNN-Based Downscaling Model for Macau Temperature Prediction Using ERA5 Reanalysis Data

A CNN-Based Downscaling Model for Macau Temperature Prediction Using ERA5 Reanalysis Data

Temperature is a core element of the regional climate system and plays a key role in energy exchange and weather evolution. The current reanalysis of temperature data faces difficulties in providing more accurate geographical temperature data due to insufficient spatial resolution (0.25° × 0.25°). I...

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Bibliographic Details
Main Authors: Ningqing Pang, Hoiio Kong, Chanseng Wong, Zijun Li, Yu Du, Jeremy Cheuk-Hin Leung
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Applied Sciences
Subjects:
ERA5 reanalysis data
convolutional neural network
temperature prediction
Online Access:https://www.mdpi.com/2076-3417/15/10/5321
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