Assessment of XGBoost to Estimate Total Sediment Loads in Rivers
Assessment of XGBoost to Estimate Total Sediment Loads in Rivers
About this item
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Author / Creator
Publisher
Dordrecht: Springer Netherlands
Journal title
Language
English
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Publisher
Dordrecht: Springer Netherlands
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Scope and Contents
Contents
Estimation of total sediment loads is a significant topic in river management as direct measurement is costly and time-consuming. This study aims not only to use the eXtreme Gradient Boosting (XGBoost) model but also to compare its performance with that of other empirical equations and ML models, including Artificial Neural Networks (ANN), AdaBoost...
Alternative Titles
Full title
Assessment of XGBoost to Estimate Total Sediment Loads in Rivers
Authors, Artists and Contributors
Author / Creator
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Record Identifier
TN_cdi_proquest_miscellaneous_3153546845
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_miscellaneous_3153546845
Other Identifiers
ISSN
0920-4741
E-ISSN
1573-1650
DOI
10.1007/s11269-023-03606-w
