A novel integration of cross variable transformer and signal decomposition for real-time prediction of river water level: an implication for sustainable water resources management

Md. Jobayer Parvez Ratul, Usmi Akter, Tajrian Mollick, Md. Mahmudul Hasan, Md. Tasim Ferdous, N M Refat Nasher, Md. Jahir Uddin

Open source

DOI
10.1038/s41598-026-39591-4
Published
2026-02-16
Container
Scientific Reports
Publisher
Springer Science and Business Media LLC
Open access
unknown

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BibTeX

@article{allodium:10.1038/s41598-026-39591-4,
  title = {A novel integration of cross variable transformer and signal decomposition for real-time prediction of river water level: an implication for sustainable water resources management},
  author = {Md. Jobayer Parvez Ratul and Usmi Akter and Tajrian Mollick and Md. Mahmudul Hasan and Md. Tasim Ferdous and N M Refat Nasher and Md. Jahir Uddin},
  year = {2026},
  journal = {Scientific Reports},
  doi = {10.1038/s41598-026-39591-4},
  url = {https://doi.org/10.1038/s41598-026-39591-4}
}

RIS

TY  - JOUR
TI  - A novel integration of cross variable transformer and signal decomposition for real-time prediction of river water level: an implication for sustainable water resources management
AU  - Md. Jobayer Parvez Ratul
AU  - Usmi Akter
AU  - Tajrian Mollick
AU  - Md. Mahmudul Hasan
AU  - Md. Tasim Ferdous
AU  - N M Refat Nasher
AU  - Md. Jahir Uddin
PY  - 2026
JO  - Scientific Reports
DO  - 10.1038/s41598-026-39591-4
UR  - https://doi.org/10.1038/s41598-026-39591-4
ER  - 

APA

Ratul, M. J. P., Akter, U., Mollick, T., Hasan, M. M., Ferdous, M. T., Nasher, N. M. R., & Uddin, M. J. (2026). A novel integration of cross variable transformer and signal decomposition for real-time prediction of river water level: an implication for sustainable water resources management. Scientific Reports. https://doi.org/10.1038/s41598-026-39591-4

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