A review of hybrid deep learning applications for streamflow forecasting

KW Ng, YF Huang, CH Koo, KL Chong, A El-Shafie… - Journal of …, 2023 - Elsevier
Deep learning has emerged as a powerful tool for streamflow forecasting and its
applications have garnered significant interest in the hydrological community. Despite the …

Development and evaluation of the combined machine learning models for the prediction of dam inflow

J Hong, S Lee, JH Bae, J Lee, WJ Park, D Lee, J Kim… - Water, 2020 - mdpi.com
Predicting dam inflow is necessary for effective water management. This study created
machine learning algorithms to predict the amount of inflow into the Soyang River Dam in …

Multiyear links between water chemistry, algal chlorophyll, drought-flood regime, and nutrient enrichment in a morphologically complex reservoir

J HaRa, U Atique, KG An - … Journal of Environmental Research and Public …, 2020 - mdpi.com
This investigation targeted the largest morphologically complex reservoir (Soyang) in South
Korea during 1992–2013. It is a prominent source of domestic water supply, irrigation, flood …

Land use/land cover changes and its impact on runoff using SWAT model in the upper Prek Thnot watershed in Cambodia

N Khorn, MH Ismail, S Nurhidayu, N Kamarudin… - Environmental Earth …, 2022 - Springer
Land use/land cover changes (LULC) may result in water shortages, flood risk and soil
erosion, contributing to the degradation of living situations. Therefore, studying the impacts …

Enhanced river regulation following dam reoperation: Impacts on flow regime, sediment transport, and planform adjustment in a plateau river basin in the lower Ganga …

A Ghorai, K Ghosh - Catena, 2024 - Elsevier
In the last century, more than 58,000 large dams were constructed worldwide. Meanwhile,
some of these older dams were renovated/reconstructed and started reoperation with …

Contribution of internal nutrients loading on the water quality of a reservoir

HW Lee, YS Lee, J Kim, KJ Lim, JH Choi - Water, 2019 - mdpi.com
Sediment plays an important role in the water quality of a lake by acting as both a nutrient
source and sink. The amount of phosphorus and nitrogen in the water depends on the …

[HTML][HTML] Application of WQIEUT and TSIKO for comprehensive water quality assessment immediately after the construction of the Yeongju Multipurpose Dam in the …

S Lee, JR Park, JC Joo, CH Ahn - Science of the Total Environment, 2022 - Elsevier
This study evaluated changes in the aquatic environment and river water quality due to the
construction of the Yeongju Multipurpose Dam (YMD) in the Naeseong Stream Basin …

Revisiting the Impact of Dams on Malaria and Agriculture

S Mary, K Craven, A Stoler, S Shafiq - Economies, 2023 - mdpi.com
We estimate the effect of large dams on malaria incidence in India between 1975 and 1995.
We combine instrumental variables approach with a panel model with unobserved common …

[HTML][HTML] Comparison of machine learning algorithms for discharge prediction of multipurpose dam

J Hong, S Lee, G Lee, D Yang, JH Bae, J Kim, K Kim… - Water, 2021 - mdpi.com
For effective water management in the downstream area of a dam, it is necessary to estimate
the amount of discharge from the dam to quantify the flow downstream of the dam. In this …

Hydrological drought and floodplain disconnectivity: quantifying flow thresholds in a large coastal plain river

AC Amanambu, J Mossa, KA Serafin… - Hydrological Sciences …, 2024 - Taylor & Francis
Hydrological drought and river disconnectivity worsen from dams and human activities. This
research investigates how dam constructions exacerbate hydrological drought and river …