A systematic literature review on lake water level prediction models
Global climate change has led to large fluctuations in lake levels in recent years as
meteorological and hydrological parameters have changed and water use has been …
meteorological and hydrological parameters have changed and water use has been …
A multi-source data-driven model of lake water level based on variational modal decomposition and external factors with optimized bi-directional long short-term …
R Tan, Y Hu, Z Wang - Environmental Modelling & Software, 2023 - Elsevier
An accurate prediction of lake water levels is of great significance to water resource
regulation, flood prevention and mitigation. However, water level fluctuations have been …
regulation, flood prevention and mitigation. However, water level fluctuations have been …
Prediction of Water Level in Lakes by RNN-Based Deep Learning Algorithms to Preserve Sustainability in Changing Climate and Relationship to Microcystin
S Ozdemir, S Ozkan Yildirim - Sustainability, 2023 - mdpi.com
In recent years, intensive water use combined with global climate change has increased
fluctuations in freshwater lake levels, hydrological characteristics, water quality, and water …
fluctuations in freshwater lake levels, hydrological characteristics, water quality, and water …
Forecasting environmental water availability of lakes using temporal fusion transformer: case studies of China's two largest freshwater lakes
Preserving lacustrine ecosystems is vital for sustainable watershed development, and
forecasting the environmental water availability of lakes would support policymakers in …
forecasting the environmental water availability of lakes would support policymakers in …
Model-based prediction of water levels for the Great Lakes: a comparative analysis
O Kurt - Earth Science Informatics, 2024 - Springer
This comprehensive study addresses the correlation between water levels and
meteorological features, including air temperature, evaporation, and precipitation, to …
meteorological features, including air temperature, evaporation, and precipitation, to …
[HTML][HTML] Parallel investigations of remote sensing and ground-truth Lake Chad's level data using statistical and machine learning methods
KN Djimadoumngar - Applied Computing and Geosciences, 2023 - Elsevier
Lake Chad is facing critical situations since the 1960s due to the effects of climate change
and anthropogenic activities. The statistical analyses of remote sensing climate variables (ie …
and anthropogenic activities. The statistical analyses of remote sensing climate variables (ie …
Development of a Decision-Support Tool for Managing Drinking Water Reservoir by Using Machine Learning and Deep Learning Methods
S Özdemir - 2023 - open.metu.edu.tr
Global climate change has led to large fluctuations in lake levels in recent years, due to both
changing meteorological parameters and intensive water use. A shift in input or output …
changing meteorological parameters and intensive water use. A shift in input or output …