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Air Pollution Concentration Prediction Method Based on VMD and Combination Model
更新时间：2024-05-16
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    • Air Pollution Concentration Prediction Method Based on VMD and Combination Model

    • “在大气污染物浓度预测领域，研究者提出了一种基于变分模态分解与组合模型的预测方法。该方法通过重构历史数据并构建时空序列，输入LSTM与ConvLSTM组合模型，有效提取时间与空间特征，显著提高预测精度。实验结果表明，该方法在多个评价指标上均优于其他模型，为大气污染物浓度的准确预测提供了一种可行途径。”
      ”
    • Software Guide   Vol. 23, Issue 4, Pages: 8-13(2024)

    • DOI：10.11907/rjdk.232277    

      CLC： TP391

    • Published：15 April 2024，

      Received：17 December 2023，

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  • SHAO Yuxiang,FENG Chunsheng,CHENG Junjie,et al.Air Pollution Concentration Prediction Method Based on VMD and Combination Model[J].Software Guide,2024,23(04):8-13. DOI： 10.11907/rjdk.232277.

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