Page 16 - 《水资源与水工程学报》2022年第4期
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                            RMSE/mm     MAE/mm      NSE       R       RMSE/mm    MAE/mm      NSE       R
             LSTM            43.6490    31.3562    0.3708   0.6497     60.1168    39.8712   0.2321   0.5639
             COA-LSTM        39.9711    26.9364    0.4734   0.6839     54.5720    33.1808   0.3672   0.6104
             WD-LSTM         27.2157    20.4503    0.7559   0.8962     34.3586    26.0005   0.7492   0.8696
             WD-COA-LSTM     17.2619    13.2818    0.9078   0.9574     20 .8231   15.7074   0.9079   0.9578


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                            RMSE/mm     MAE/mm      NSE       R       RMSE/mm    MAE/mm      NSE       R
             LSTM            38.3306    26.4092    0.4634   0.6828     51.6477    32.7588   0.3059   0.5652
             COA-LSTM        37.1390    25.1679    0.4762   0.7103     51.3364    31.9096   0.3142   0.5711
             WD-LSTM         37.2976    29.9011    0.4919   0.7983     42.7862    30.7186   0.5236   0.7940
             WD-COA-LSTM      8.5022     6.5604    0.9736   0.9877     16.8 913   12.2686   0.9258   0.9629

              ¨”‰ 1、2¶‹þ": BCtÐbD COA-                         ¨öbµY 60.52%、60.06%、76.81%? 21.27%。
            LSTMB0U w Ô  RMSE、MAE、NSE? R™ 1                       œš(r‡ˆM¨”‰Š,WD-COA-LSTM
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            58.21% ? 8.25%;WD -LSTM B 0 U w Ô                 ¯ÈF¾lùÝB0, MŠ WD-COA-LSTMB0
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            H¨ ö b µ Y 37.04%、21.64%、104.03% ?
                                                              4 : ;
            42.46%;WD-COA-LSTMB0Uwԁ RMSE、
            MAE、NSE? R™1 WD-LSTMB0µH¨öb                           “Äe>]k<dá9b(r‡ˆ‰Š,
            µY 39.39%、39.59%、21.18%? 10.14%。ýA                 WD-COA-LSTM B0Mr€á9=:CŸW
            tÐbD COA-LSTMB0Uwԁ RMSE、MAE、                      v< ¥, M T r ™  2 g ½  H : Ý €,WD-
            NSE? R ™ 1 LSTM B 0  µ H ¨ ö b µ Y                COA-LSTMB0Z:§¯MȼÁ1ÈF 3 l
            0.60%、2.59%、2.71%? 1.04%;WD-LSTMB0                 B0。¦§r͚¯: 9¨ LSTMT8ÀvI´B
            Uwԁ RMSE、MAE、NSE? R™1 COS-LSTM                    0¶‹Á²ô RNNB0‡ÃRvò£?Rv
            B0µH¨öbµY 16.66%、3.73%、66.65%                     STÖ×, ÈÔá9‚ƒ=:‰5"¥v°oç, ?
            ? 39.03%;WD -COA -LSTM B 0 U w Ô                  Äj«1H, '’ WD¨Z%ðD“Ï‚ƒ=:
            RMSE、MAE、NSE ? R™1 WD-LSTMB0µH                    ^ca/0ã3d`, ̪á¢=:°oç?
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