Research on time series prediction model for multi-factor environmental parameters in facilities based on LSTM-AT-DP model

IntroductionExisting facility environment prediction models often suffer from low accuracy, poor timeliness, and error accumulation in long-term predictions under multifactor nonlinear coupling conditions. These limitations significantly constrain the effectiveness of precise environmental regulatio...

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Bibliographic Details
Main Authors: Longwei Liang, Hui Shi, Zhaoyuan Wang, Shengjie Wang, Changhong Li, Ming Diao
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-08-01
Series:Frontiers in Plant Science
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Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2025.1652478/full
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