Matches in SemOpenAlex for { <https://semopenalex.org/work/W3213830018> ?p ?o ?g. }
Showing items 1 to 83 of
83
with 100 items per page.
- W3213830018 endingPage "59" @default.
- W3213830018 startingPage "52" @default.
- W3213830018 abstract "The river Brahmaputra and Jamuna have a significant contribution to water transportation, agriculture, and the livelihood of people living on the river banks. Ensuring the proper utilization of these channels, accurate water discharge prediction is a must since it can be of benefits for managing the river and allocating water resources. In this study, three different machine learning algorithms, K-nearest neighbor, decision tree, and random forest regressor, along with different hyperparameters, are presented, which have been found more efficient among the other machine learning approaches. Daily water level and maximum velocity were used as explanatory variables, and water discharge was used as a response variable. Data from 2005 to 2013 was used for training the model, and 2014 to 2019 was used for evaluation. Among these three models, the k-nearest neighbor has performed exceptionally well. This model's R2 value and mean absolute percentage error are 0.9447 and 17.38, respectively. The obtained discharge rates are further compared with previously recorded discharge data before, during, and after major floods in those regions and which are found to have a linear relationship with river flooding." @default.
- W3213830018 created "2021-11-22" @default.
- W3213830018 creator A5025756807 @default.
- W3213830018 creator A5034978469 @default.
- W3213830018 creator A5038452169 @default.
- W3213830018 creator A5039788805 @default.
- W3213830018 creator A5087712996 @default.
- W3213830018 date "2021-11-22" @default.
- W3213830018 modified "2023-09-28" @default.
- W3213830018 title "Discharge Prediction at Bahadurabad Transit of Brahmaputra-Jamuna Using Machine Learning and Assessment of Flooding" @default.
- W3213830018 cites W2023858791 @default.
- W3213830018 cites W2155090659 @default.
- W3213830018 cites W2571669657 @default.
- W3213830018 cites W2904486608 @default.
- W3213830018 cites W3129932793 @default.
- W3213830018 doi "https://doi.org/10.46610/jowrps.2021.v06i03.006" @default.
- W3213830018 hasPublicationYear "2021" @default.
- W3213830018 type Work @default.
- W3213830018 sameAs 3213830018 @default.
- W3213830018 citedByCount "0" @default.
- W3213830018 crossrefType "journal-article" @default.
- W3213830018 hasAuthorship W3213830018A5025756807 @default.
- W3213830018 hasAuthorship W3213830018A5034978469 @default.
- W3213830018 hasAuthorship W3213830018A5038452169 @default.
- W3213830018 hasAuthorship W3213830018A5039788805 @default.
- W3213830018 hasAuthorship W3213830018A5087712996 @default.
- W3213830018 hasConcept C105795698 @default.
- W3213830018 hasConcept C118518473 @default.
- W3213830018 hasConcept C119857082 @default.
- W3213830018 hasConcept C127413603 @default.
- W3213830018 hasConcept C15744967 @default.
- W3213830018 hasConcept C166957645 @default.
- W3213830018 hasConcept C169258074 @default.
- W3213830018 hasConcept C186594467 @default.
- W3213830018 hasConcept C187320778 @default.
- W3213830018 hasConcept C205649164 @default.
- W3213830018 hasConcept C33923547 @default.
- W3213830018 hasConcept C39432304 @default.
- W3213830018 hasConcept C3987366 @default.
- W3213830018 hasConcept C41008148 @default.
- W3213830018 hasConcept C542102704 @default.
- W3213830018 hasConcept C76886044 @default.
- W3213830018 hasConcept C84525736 @default.
- W3213830018 hasConcept C8642999 @default.
- W3213830018 hasConceptScore W3213830018C105795698 @default.
- W3213830018 hasConceptScore W3213830018C118518473 @default.
- W3213830018 hasConceptScore W3213830018C119857082 @default.
- W3213830018 hasConceptScore W3213830018C127413603 @default.
- W3213830018 hasConceptScore W3213830018C15744967 @default.
- W3213830018 hasConceptScore W3213830018C166957645 @default.
- W3213830018 hasConceptScore W3213830018C169258074 @default.
- W3213830018 hasConceptScore W3213830018C186594467 @default.
- W3213830018 hasConceptScore W3213830018C187320778 @default.
- W3213830018 hasConceptScore W3213830018C205649164 @default.
- W3213830018 hasConceptScore W3213830018C33923547 @default.
- W3213830018 hasConceptScore W3213830018C39432304 @default.
- W3213830018 hasConceptScore W3213830018C3987366 @default.
- W3213830018 hasConceptScore W3213830018C41008148 @default.
- W3213830018 hasConceptScore W3213830018C542102704 @default.
- W3213830018 hasConceptScore W3213830018C76886044 @default.
- W3213830018 hasConceptScore W3213830018C84525736 @default.
- W3213830018 hasConceptScore W3213830018C8642999 @default.
- W3213830018 hasIssue "3" @default.
- W3213830018 hasLocation W32138300181 @default.
- W3213830018 hasOpenAccess W3213830018 @default.
- W3213830018 hasPrimaryLocation W32138300181 @default.
- W3213830018 hasRelatedWork W2350898699 @default.
- W3213830018 hasRelatedWork W3096565539 @default.
- W3213830018 hasRelatedWork W4210825373 @default.
- W3213830018 hasRelatedWork W4301184376 @default.
- W3213830018 hasRelatedWork W4307632867 @default.
- W3213830018 hasRelatedWork W4308433547 @default.
- W3213830018 hasRelatedWork W4308433552 @default.
- W3213830018 hasRelatedWork W4312290404 @default.
- W3213830018 hasRelatedWork W4312707991 @default.
- W3213830018 hasRelatedWork W4367031310 @default.
- W3213830018 hasVolume "6" @default.
- W3213830018 isParatext "false" @default.
- W3213830018 isRetracted "false" @default.
- W3213830018 magId "3213830018" @default.
- W3213830018 workType "article" @default.