Integration of Gaussian process regression and K means clustering for enhanced short term rainfall runoff modeling

Ozgur Kisi, Salim Heddam, Kulwinder Singh Parmar, Andrea Petroselli, Christoph Külls, Mohammad Zounemat-Kermani

Open source

DOI
10.1038/s41598-025-91339-8
Published
2025-03-03
Container
Scientific Reports
Publisher
Springer Science and Business Media LLC
Open access
unknown

Credibility signals

uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

Cite this work

BibTeX

@article{allodium:10.1038/s41598-025-91339-8,
  title = {Integration of Gaussian process regression and K means clustering for enhanced short term rainfall runoff modeling},
  author = {Ozgur Kisi and Salim Heddam and Kulwinder Singh Parmar and Andrea Petroselli and Christoph Külls and Mohammad Zounemat-Kermani},
  year = {2025},
  journal = {Scientific Reports},
  doi = {10.1038/s41598-025-91339-8},
  url = {https://doi.org/10.1038/s41598-025-91339-8}
}

RIS

TY  - JOUR
TI  - Integration of Gaussian process regression and K means clustering for enhanced short term rainfall runoff modeling
AU  - Ozgur Kisi
AU  - Salim Heddam
AU  - Kulwinder Singh Parmar
AU  - Andrea Petroselli
AU  - Christoph Külls
AU  - Mohammad Zounemat-Kermani
PY  - 2025
JO  - Scientific Reports
DO  - 10.1038/s41598-025-91339-8
UR  - https://doi.org/10.1038/s41598-025-91339-8
ER  - 

APA

Kisi, O., Heddam, S., Parmar, K. S., Petroselli, A., Külls, C., & Zounemat-Kermani, M. (2025). Integration of Gaussian process regression and K means clustering for enhanced short term rainfall runoff modeling. Scientific Reports. https://doi.org/10.1038/s41598-025-91339-8

Source records