Title: Enhancing Prediction of Equilibrium Scour Depth Around Bridge Piers Using Staking Machine Learning Models
Journal: Earth Systems and Environment
Year: 2025
Volume number: 9
Pages: 1669–1689
DOI: 10.1007/s41748-025-00722-y
Abstract: Scouring is a natural phenomenon in wa…
Title: A comprehensive comparison of bias correction methods in climate model simulations: application on ERA5-Land across different temporal resolutions
Journal: Heliyon
Year: 2024
Volume number: 10
Issue: 23
Article number: e40352
DOI: 10.1016/j.heliyon.2024.e40352
Abstract…
Title: Applications of XGBoost in water resources engineering: A systematic literature review (Dec 2018–May 2023)
Journal: Environmental Modelling & Software
Year: 2024
Volume number: 174
Article number: 105971
DOI: 10.1016/j.envsoft.2024.105971
Abstract: Applications of Mach…
Title: Assessment of machine learning models for short‑term streamfow estimation: the case of Dez River in Iran
Journal: Sustainable Water Resources Management
Year: 2024
Volume number: 10
Article number: 33
DOI: 10.1007/s40899-023-01021-y
Abstract: Accurate streamflow predict…
Title: Bias correction of ERA5-Land temperature data using standalone and ensemble machine learning models: a case of northern Italy
Journal: Journal of Water and Climate Change
Year: 2023
Volume number:
Issue:
Pages:
DOI: 10.2166/wcc.2023.669
Abstract: Using the global cli…
Title: Drought analysis using innovative trend analysis and machine learning models for Eastern Black Sea Basin
Journal: Theoretical and Applied Climatology
Year: 2023
Volume number:
Issue:
Pages:
DOI: 10.1007/s00704-023-04710-y
Abstract: This study aims to assess the Easte…
Title: A Machine Learning-Based Framework for Water Quality Index Estimation in the Southern Bug River
Journal: Water
Year: 2023
Volume number: 15
Issue: 20
Article number: 3543
Pages: 1 - 18
DOI: 10.3390/w15203543
Abstract: River water quality is of utmost importance beca…
Title: Assessment of XGBoost to Estimate Total Sediment Loads in Rivers
Journal: Water Resources Management
Year: 2023
Volume number:
Issue:
Pages:
DOI: 10.1007/s11269-023-03606-w
Abstract: Estimation of total sediment loads is a significant topic in river management as dir…
Title: Assessment of data-driven models for estimating total sediment discharge
Journal: Earth Science Informatics
Year: 2023
Volume number:
Issue:
Pages:
DOI: 10.1007/s12145-023-01069-6
Abstract: Estimating total sediment discharge is challenging. This study aims to assess…
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