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Updated: Sep 10, 2025

Continuous Hydrologic and Water Quality Monitoring of Vernal Ponds
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川の水質予測:複数の情報源から得られた新しいLSTM-トランスフォーマーアプローチ

Juan Huan1, Chen Zhang2, Xiangen Xu3

  • 1School of Computer Science and Artificial Intelligence, Changzhou University, Changzhou, 213164, China. huanjuan@cczu.edu.cn.

Environmental monitoring and assessment
|August 26, 2025
PubMed
まとめ

新しいディープラーニングモデルは,北京・杭州運河の総リン量 (TP) と総窒素量 (TN) を正確に予測します. この高度な水質予測は 効果的な水資源管理と生態保護を支援します

キーワード:
多変数データ融合 水質予測SHAP についてトランスフォーマーウェーベレットの消音

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