Machine Learning Models for Prediction of Shade-Affected Stream Temperatures

E Noa-Yarasca, M Babbar-Sebens… - Journal of Hydrologic …, 2025 - ascelibrary.org
This study evaluates the selection of predictor variables for machine learning (ML) models of
stream temperatures affected by riparian shading. Two scenarios of model development …

Impact of riverbed topography on hydrology in small watersheds using Soil and Water Assessment Tool

DW Kim, EG Chung, K Kim, Y Kim - Environmental Modelling & Software, 2022 - Elsevier
In various watershed-based hydrological models, river topography information is generated
by utilizing empirical expressions developed for large catchments. Therefore, identified the …

How wide is the problem? Leveraging alternative data sources to enhance channel width representation in watershed modeling

H Haas, L Kalin, E Baltaci - Environmental Modelling & Software, 2024 - Elsevier
Watershed models have been increasingly applied to investigate the impacts of
environmental changes on water quantity and quality and to support decision-making. Thus …

Evaluating and improving the simulation of channel and reservoir processes for streamflow and water quality modelling in the Lake Erie watersheds

A Kaur, PK Paul, R Rudra, PK Goel… - International Journal of …, 2025 - Taylor & Francis
To tackle the eutrophication of Lake Erie, USA and Canada agreed to reduce phosphorus
levels by 40% by 2025. An accurate simulation of water quality and quantity is essential to …

The geometry of flow: Advancing predictions of river geometry with multi‐model machine learning

SY Chang, Z Ghahremani, L Manuel… - Water Resources …, 2024 - Wiley Online Library
Hydraulic geometry parameters describing river hydrogeomorphic relationships are critical
for determining a channel's capacity to convey water and sediment which is important for …

Studying the effect of channel geometry on different water quality variables for effective designs and waste allocation plans for waterways

SE Baradei - Water, 2020 - mdpi.com
It is necessary to study the parameters that affect water quality in order to devise mitigation
measures if water quality would be at risk or negatively affected by those parameters. Those …

Assessment of the impacts of constructing artificial structures on the water quality and hydrological environment of a meandering river

Y Kwon, J Kim, J Choi, T Kim, SM Cha… - Water Environment …, 2024 - Wiley Online Library
When an artificial structure is built in a river, the river changes significantly in water quality
and hydraulic properties. In this study, the effects of the weirs constructed in the middle …

1D-2D hydrodynamic and sediment transport modelling using MIKE models

K Pareta - Discover Water, 2024 - Springer
A comprehensive modeling framework utilizing hydrodynamic and sediment transport
models (MIKE Hydro River, MIKE 21 FM, MIKE 21C) was applied to the 33.57 km stretch of …

Random forest models to estimate bankfull and low flow channel widths and depths across the conterminous United States

JM Doyle, RA Hill, SG Leibowitz… - JAWRA Journal of the …, 2023 - Wiley Online Library
Channel dimensions (width and depth) at varying flows influence a host of instream
ecological processes, as well as habitat and biotic features; they are a major consideration …

Hydraulic geometry influences some water quality parameters in a tropical headwater basin in southwestern Nigeria

RO Obateru, OA Fashae, OI Osakunih, AO Olusola - Acta Geophysica, 2023 - Springer
Hydraulic geometry characteristics can influence stream ecosystem and biogeochemical
processes at different spatial scales. Globally, studies are emerging on the relationship …