Clustering of a Runoff Regime in Slovakia Using the PCA Method
| but.event.date | 25.01.2024 | cs |
| but.event.title | Juniorstav 2024 | cs |
| dc.contributor.author | Sabová, Zuzana | |
| dc.contributor.author | Liová, Anna | |
| dc.contributor.author | Kohnová, Silvia | |
| dc.date.accessioned | 2024-05-07T08:53:26Z | |
| dc.date.available | 2024-05-07T08:53:26Z | |
| dc.date.issued | 2024-05-07 | cs |
| dc.description.abstract | A new scheme has been created for pooling data on the long-term average monthly runoff in Slovakia using information from 57 gauging stations from 1991 to 2020. A statistical analysis has determined the optimal number of clusters from the normalised data, and the Principal Component Analysis (PCA) method and K-means clustering were used to group basins into five pooling groups. Finally, the critical characteristics of these pooling groups were determined, and a typical regime was determined. | en |
| dc.format | text | cs |
| dc.format.extent | 1-10 | cs |
| dc.format.mimetype | application/pdf | en |
| dc.identifier.citation | Juniorstav 2024: Proceedings 26th International Scientific Conference Of Civil Engineering, s. 1-10. ISBN 978-80-86433-83-7. | cs |
| dc.identifier.doi | 10.13164/juniorstav.2024.24100 | en |
| dc.identifier.isbn | 978-80-86433-83-7 | |
| dc.identifier.uri | https://hdl.handle.net/11012/245467 | |
| dc.language.iso | en | cs |
| dc.publisher | Vysoké učení technické v Brně,Fakulta stavební | cs |
| dc.relation.ispartof | Juniorstav 2024: Proceedings 26th International Scientific Conference Of Civil Engineering | cs |
| dc.relation.uri | https://juniorstav.fce.vutbr.cz/proceedings2024/ | |
| dc.rights | © Vysoké učení technické v Brně,Fakulta stavební | cs |
| dc.rights.access | openAccess | en |
| dc.subject | pooling groups | en |
| dc.subject | PCA method | en |
| dc.subject | K-means clustering | en |
| dc.subject | average monthly discharges | en |
| dc.subject | runoff regime | en |
| dc.title | Clustering of a Runoff Regime in Slovakia Using the PCA Method | en |
| dc.type.driver | conferenceObject | en |
| dc.type.status | Peer-reviewed | en |
| dc.type.version | publishedVersion | en |
| eprints.affiliatedInstitution.department | Fakulta stavební | cs |
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