TLT: Recurrent fine-tuning transfer learning for water quality long-term prediction

•Validating the performance of Transformer model in water quality prediction firstly.•Transfer-learning based Transformer (TLT) model for addressing limited data problem.•Recurrent fine-tuning transfer learning prevent models from overfitting the source data.•A model-agnostic framework for water qua...

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Veröffentlicht in:	Water research (Oxford) 2022-10, Vol.225, p.119171-119171, Article 119171
Hauptverfasser:	Peng, Lin, Wu, Huan, Gao, Min, Yi, Hualing, Xiong, Qingyu, Yang, Linda, Cheng, Shuiping
Format:	Artikel
Sprache:	eng
Schlagworte:	Deep leaning Stations with limited samples Transfer learning Transformer Water quality prediction
Online-Zugang:	Volltext
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