A Multitask Learning Embedded Parameterization Method for Downward Shortwave Radiation Estimation Under Cloudy-Sky Conditions

Downward shortwave radiation (DSR), a key component of the surface energy balance, is commonly estimated using either physics-based methods or machine learning (ML) models. Recently, efforts to integrate the strengths of both approaches have shown great potential for enhancing DSR estimation. Howeve...

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Автори:	Xuehua Li, Yunhao Chen, Kangning Li, Xiuyu Liu, Weizhen Ji
Формат:	Artigo
Мова:	Inglês
Опубліковано:	IEEE 2026-01-01
Серія:	IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Предмети:	Downward shortwave radiation (DSR) hybrid models machine learning (ML) physics-based methods
Онлайн доступ:	https://ieeexplore.ieee.org/document/11506309/
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