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. 2025 Mar 24;15:10080. doi: 10.1038/s41598-025-95460-6

Table 1.

Table of model prediction results.

City Time Model R2 MAE MBE RMSE MAPE
Nanchang Spring L-solely 0.92034 1.8058 0.12622 2.5635 0.143656
PL 0.96545 1.3597 − 1.2008 1.6881 0.1488
PTL 0.98745 0.83363 0.029192 1.0176 0.074581
2022 L-solely 0.78423 7.4804 − 2.0031 10.7565 0.20402
PL 0.79038 7.9639 − 3.3249 10.6166 0.22338
PTL 0.87084 5.1966 − 0.58113 8.3223 0.12702
2018–2021 L-solely 0.77049 5.2732 − 2.3824 8.5682 0.197
PL 0.79906 4.9756 0.61615 8.0172 0.22873
PTL 0.82557 4.6711 0.16113 7.9572 0.19275
Wuhan Spring L-solely 0.849396 2.32998 1.86374 2.75441 0.141494
PL 0.87119 2.0558 0.88827 2.5862 0.13773
PTL 0.95655 1.2954 0.34272 1.502 0.072215
2022 L-solely 0.81156 6.8713 1.3857 10.0659 0.22427
PL 0.84799 6.8149 − 0.97171 9.0407 0.19189
PTL 0.89061 5.939 0.025006 7.6691 0.18365
2018–2021 L-solely 0.75108 6.4266 − 2.2721 8.9232 0.21815
PL 0.79234 6.5631 1.7699 9.5415 0.29709
PTL 0.85094 4.7786 0.21204 8.0839 0.1877