Statistical Downscaling of Temperature Distributions in Southwest China by Using Terrain-Guided Attention Network

Statistical Downscaling of Temperature Distributions in Southwest China by Using Terrain-Guided Attention Network

Deep learning techniques, especially convolutional neural networks (CNNs), have dramatically boosted the performance of statistical downscaling. In this study, we propose a CNN-based 2 m air temperature downscaling model named Terrain-Guided Attention Network (TGAN), which aims at rebuilding 2 m air...

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Bibliographic Details
Main Authors: Guangyu Liu, Rui Zhang, Renlong Hang, Lingling Ge, Chunxiang Shi, Qingshan Liu
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
2 m air temperature
convolutional neural network
statistical downscaling
terrain-guided attention network
Online Access:https://ieeexplore.ieee.org/document/10024787/

Internet

https://ieeexplore.ieee.org/document/10024787/

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