Tian, Yuan, Fu, Wenlong, Xiang, Yi, Xiong, Qian, Cui, Ruonan, Ao, Zhenyu, Lei, Xinyu (2025) Urban real-time rainfall-runoff prediction using adaptive SSA-decomposition with dual attention. Journal of Hydrology, 653. doi:10.1016/j.jhydrol.2025.132701
Reference Type | Journal (article/letter/editorial) | ||
---|---|---|---|
Title | Urban real-time rainfall-runoff prediction using adaptive SSA-decomposition with dual attention | ||
Journal | Journal of Hydrology | ||
Authors | Tian, Yuan | Author | |
Fu, Wenlong | Author | ||
Xiang, Yi | Author | ||
Xiong, Qian | Author | ||
Cui, Ruonan | Author | ||
Ao, Zhenyu | Author | ||
Lei, Xinyu | Author | ||
Year | 2025 (June) | Volume | 653 |
Publisher | Elsevier BV | ||
DOI | doi:10.1016/j.jhydrol.2025.132701Search in ResearchGate | ||
Generate Citation Formats | |||
Mindat Ref. ID | 17967007 | Long-form Identifier | mindat:1:5:17967007:7 |
GUID | 0 | ||
Full Reference | Tian, Yuan, Fu, Wenlong, Xiang, Yi, Xiong, Qian, Cui, Ruonan, Ao, Zhenyu, Lei, Xinyu (2025) Urban real-time rainfall-runoff prediction using adaptive SSA-decomposition with dual attention. Journal of Hydrology, 653. doi:10.1016/j.jhydrol.2025.132701 | ||
Plain Text | Tian, Yuan, Fu, Wenlong, Xiang, Yi, Xiong, Qian, Cui, Ruonan, Ao, Zhenyu, Lei, Xinyu (2025) Urban real-time rainfall-runoff prediction using adaptive SSA-decomposition with dual attention. Journal of Hydrology, 653. doi:10.1016/j.jhydrol.2025.132701 | ||
In | (2025) Journal of Hydrology Vol. 653. Elsevier BV |
References Listed
These are the references the publisher has listed as being connected to the article. Please check the article itself for the full list of references which may differ. Not all references are currently linkable within the Digital Library.
![]() | |
![]() | |
![]() | Apaydin, Halit, Taghi Sattari, Mohammad, Falsafian, Kambiz, Prasad, Ramendra (2021) Artificial intelligence modelling integrated with Singular Spectral analysis and Seasonal-Trend decomposition using Loess approaches for streamflow predictions. Journal of Hydrology, 600. 126506pp. doi:10.1016/j.jhydrol.2021.126506 |
![]() | |
Bennia (2024) Comparative study between EMD, EEMD, and CEEMDAN based on de-noising bioelectric signals , 1 | |
Not Yet Imported: - journal-article : 10.1016/0167-2789(86)90031-X If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
Not Yet Imported: - journal-article : 10.1016/j.eswa.2023.121350 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
Not Yet Imported: - journal-article : 10.1016/j.ijepes.2021.107365 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
Chen (2023) Environ. Sci. Pollut. Res. A novel model for runoff prediction based on the ICEEMDAN-NGO-LSTM coupling , 30 | |
![]() | |
Cuturi (2017) | |
Dai (2022) IEEE Trans. Geosci. Remote Sens. MSTCGAN: Multi-scale time conditional generative adversarial network for long-term satellite image sequence prediction PP, 1 | |
Not Yet Imported: - journal-article : 10.1007/s11269-024-03748-5 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
![]() | |
He (2022) Water Resour. Manag. Short-term runoff prediction optimization method based on BGRU-BP and BLSTM-BP neural networks 37, 1 | |
Not Yet Imported: - journal-article : 10.1162/neco.1997.9.8.1735 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
Not Yet Imported: - journal-article : 10.1016/j.asoc.2015.09.049 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
![]() | |
![]() | |
![]() | |
Kim (2021) Reversible instance normalization for accurate time-series forecasting against distribution shift | |
![]() | |
Not Yet Imported: - journal-article : 10.1038/s41893-022-00853-4 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
![]() | Lees, Thomas, Buechel, Marcus, Anderson, Bailey, Slater, Louise, Reece, Steven, Coxon, Gemma, Dadson, Simon J. (2021) Benchmarking data-driven rainfall–runoff models in Great Britain: a comparison of long short-term memory (LSTM)-based models with four lumped conceptual models. Hydrology and Earth System Sciences, 25 (10) 5517-5534 doi:10.5194/hess-25-5517-2021 |
Not Yet Imported: - journal-article : 10.1007/s00521-020-05334-3 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
![]() | |
Li (2024) Learning from polar representation: An extreme-adaptive model for long-term time series forecasting , 171 | |
Ling (2024) IEEE Trans. Med. Imaging MTANet: Multi-task attention network for automatic medical image segmentation and classification , 43 | |
Liu (2024) Timesurl: Self-supervised contrastive learning for universal time series representation learning , 13918 | |
![]() | |
Luong (2015) Effective approaches to attention-based neural machine translation , 1412 | |
Not Yet Imported: - journal-article : 10.1016/j.enconman.2020.112956 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
Not Yet Imported: - journal-article : 10.1109/TII.2017.2782338 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
Not Yet Imported: - journal-article : 10.1016/j.eswa.2023.120616 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
Not Yet Imported: - journal-article : 10.1007/s11269-021-02937-w If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
![]() | Ravuri, Suman, Lenc, Karel, Willson, Matthew, Kangin, Dmitry, Lam, Remi, Mirowski, Piotr, Fitzsimons, Megan, Athanassiadou, Maria, Kashem, Sheleem, Madge, Sam, Prudden, Rachel, Mandhane, Amol, Clark, Aidan, Brock, Andrew, Simonyan, Karen, Hadsell, Raia, Robinson, Niall, Clancy, Ellen, Arribas, Alberto, Mohamed, Shakir (2021) Skilful precipitation nowcasting using deep generative models of radar. Nature, 597 (7878) 672-677 doi:10.1038/s41586-021-03854-z |
![]() | |
Not Yet Imported: IEEE Signal Processing Magazine - journal-article : 10.1109/79.91217 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
Robinson (2021) Npj Clim. Atmospheric Sci. Increasing heat and rainfall extremes now far outside the historical climate 4, 1 | |
Rosenzweig (2021) Earth’ s Futur. The value of urban flood modeling 9 | |
Not Yet Imported: IEEE Transactions on Acoustics, Speech, and Signal Processing - journal-article : 10.1109/TASSP.1978.1163055 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
Not Yet Imported: - journal-article : 10.1109/JIOT.2023.3254051 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
Not Yet Imported: - journal-article : 10.2166/hydro.2008.015 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
![]() | |
![]() | |
![]() | |
![]() | |
![]() | Wang, Wen-chuan, Cheng, Qi, Chau, Kwok-wing, Hu, Hao, Zang, Hong-fei, Xu, Dong-mei (2023) An enhanced monthly runoff time series prediction using extreme learning machine optimized by salp swarm algorithm based on time varying filtering based empirical mode decomposition. Journal of Hydrology, 620. 129460 doi:10.1016/j.jhydrol.2023.129460 |
![]() | |
Not Yet Imported: - journal-article : 10.1016/j.apenergy.2019.114139 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
Wei (2023) J. Hydrol. Reg. Stud. Evaluation of transformer model and self-attention mechanism in the Yangtze river basin runoff prediction 47 | |
![]() | Wen, Xiaohu, Feng, Qi, Deo, Ravinesh C., Wu, Min, Yin, Zhenliang, Yang, Linshan, Singh, Vijay P (2019) Two-phase extreme learning machines integrated with the complete ensemble empirical mode decomposition with adaptive noise algorithm for multi-scale runoff prediction problems. Journal of Hydrology, 570. 167-184 doi:10.1016/j.jhydrol.2018.12.060 |
Not Yet Imported: Advances in Adaptive Data Analysis - journal-article : 10.1142/S1793536909000047 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
Not Yet Imported: Expert Systems with Applications - journal-article : 10.1016/j.eswa.2022.119469 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
Xu (2022) J. Hydrol. Research on particle swarm optimization in LSTM neural networks for rainfall-runoff simulation , 608 | |
Yang (2023) Water Resour. Manag. Monthly runoff prediction via mode decomposition-recombination technique | |
Not Yet Imported: - journal-article : 10.1007/s11356-023-28191-8 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
Not Yet Imported: Environmental Science and Pollution Research - journal-article : 10.1007/s11356-021-14687-8 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
Not Yet Imported: Environmental Science and Pollution Research - journal-article : 10.1007/s11356-023-28936-5 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
![]() | |
Zhang (2023) Sci. Rep. A runoff prediction method based on hyperparameter optimisation of a kernel extreme learning machine with multi-step decomposition 13 | |
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