Neurocomputing intelligence models for lakes water level forecasting: a comprehensive review

V Demir, ZM Yaseen - Neural Computing and Applications, 2023 - Springer
Hydrological processes forecasting is an essential step for better water management and
sustainability. Among several hydrological processes, lake water level (LWL) forecasting is …

Assessment of XGBoost to estimate total sediment loads in rivers

R Piraei, SH Afzali, M Niazkar - Water Resources Management, 2023 - Springer
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 …

Modeling reference evapotranspiration using a novel regression-based method: radial basis M5 model tree

O Kisi, B Keshtegar, M Zounemat-Kermani… - Theoretical and Applied …, 2021 - Springer
In the current study, an ability of a novel regression-based method is evaluated in modeling
daily reference evapotranspiration (ET0), which is an important issue in water resources …

Combining radial basis function neural network models and inclusive multiple models for predicting suspended sediment loads

E Ghanbari-Adivi, M Ehteram, A Farrokhi… - Water Resources …, 2022 - Springer
An important issue in water engineering is predicting suspended sediment load (SSL). For
the Telar River and its tributaries, this study employs an inclusive multiple model (IMM) to …

Modeling of surface sediment concentration in the Doce River basin using satellite remote sensing

URV Aires, DD da Silva, EI Fernandes Filho… - Journal of …, 2022 - Elsevier
Surface sediment concentration (SSC) is linked to several problems related to water quality
and its monitoring is costly because of the required fieldwork and laboratory analyses. Thus …

Modeling and digital mapping of shallow water table depth using satellite-based spectral and thermal data: Introducing a framework for digital shallow water table …

M Jeihouni, KV Kamran, L Kusak - Soil and Tillage Research, 2025 - Elsevier
Shallow groundwater is a key variable of the hydrological cycle and has significant impacts
on the components of energy, carbon, and water balances. Moreover, shallow saline …

Mid-Term Monitoring of Suspended Sediment Plumes of Greek Rivers Using Moderate Resolution Imaging Spectroradiometer (MODIS) Imagery

S Karalis, E Karymbalis, K Tsanakas - Remote Sensing, 2023 - mdpi.com
This study focuses on the suspended sediment delivery of 17 rivers and streams of various
sizes to the sea over a wide geographical area covering most of the Greek peninsula …

Suspended Load Estimation in Data Scarce Rivers

N Efthimiou - Water Resources Management, 2024 - Springer
Sediment rating curves (SRCs) are tools of satisfactory reliability in the attempt to describe
the sediment regime in catchments with limited or poor-quality records. The study valorised …

Estimation of maximum scour depth around bridge piers under ice-covered conditions using data-driven methods

H Nezaratian, A Hassanjabbar, P Wu - International Journal of Sediment …, 2023 - Elsevier
The scouring around bridge foundations is a significant concern in civil engineering. Several
research has been conducted experimentally and numerically to study the maximum scour …

[PDF][PDF] Application of Data-driven Methods in Water Resources Engineering–Case Studies

H Nezaratian - 2024 - ourspace.uregina.ca
Water resources engineering stands at the forefront of sustainable water management,
facing challenges that necessitate innovative solutions. This thesis explores the integration …