Daily streamflow prediction using optimally pruned extreme learning machine
RM Adnan, Z Liang, S Trajkovic… - Journal of …, 2019 - Elsevier
Daily streamflow prediction is important for flood warning, navigation, sediment control,
reservoir operations and environmental protection. The current paper examines the …
reservoir operations and environmental protection. The current paper examines the …
Support vector regression optimized by meta-heuristic algorithms for daily streamflow prediction
Accurate and reliable prediction of streamflow is vital to the optimization of water resources
management, reservoir flood operations, catchment, and urban water management. In this …
management, reservoir flood operations, catchment, and urban water management. In this …
Examining the applicability of different sampling techniques in the development of decomposition-based streamflow forecasting models
W Fang, S Huang, K Ren, Q Huang, G Huang… - Journal of …, 2019 - Elsevier
The applicability of the traditionally used overall decomposition-based (ODB) sampling
technique in the development of forecasting models is controversial. This study first conducts …
technique in the development of forecasting models is controversial. This study first conducts …
A hybrid VMD-SVM model for practical streamflow prediction using an innovative input selection framework
E Meng, S Huang, Q Huang, W Fang, H Wang… - Water Resources …, 2021 - Springer
Some previous studies have proved that prediction models using traditional overall
decomposition sampling (ODS) strategy are unreasonable because the subseries obtained …
decomposition sampling (ODS) strategy are unreasonable because the subseries obtained …
Reference evapotranspiration forecasting based on local meteorological and global climate information screened by partial mutual information
W Fang, S Huang, Q Huang, G Huang, E Meng… - Journal of …, 2018 - Elsevier
In this study, reference evapotranspiration (ET 0) forecasting models are developed for the
least economically developed regions subject to meteorological data scarcity. Firstly, the …
least economically developed regions subject to meteorological data scarcity. Firstly, the …
Conjunction of cluster ensemble-model ensemble techniques for spatiotemporal assessment of groundwater depletion in semi-arid plains
In this study, first to identify the patterns of groundwater level (GWL) over the Ghorveh-
Dehgolan plain (GDP) located in western Iran, as a data pre-processing scheme, three …
Dehgolan plain (GDP) located in western Iran, as a data pre-processing scheme, three …
Identifying sensitivity of factor cluster based gully erosion susceptibility models
S Pal, S Paul, S Debanshi - Environmental Science and Pollution …, 2022 - Springer
The present study has attempted to address the issue of sensitivity of different clusters of
factors towards gully erosion in the Mayurakshi river basin. Firstly, the gully erosion …
factors towards gully erosion in the Mayurakshi river basin. Firstly, the gully erosion …
Hydraulic correction method (HCM) to enhance the efficiency of SRTM DEM in flood modeling
Abstract Digital Elevation Model (DEM) is one of the most important controlling factors
determining the simulation accuracy of hydraulic models. However, the currently available …
determining the simulation accuracy of hydraulic models. However, the currently available …
Development of clustered polynomial chaos expansion model for stochastic hydrological prediction
This study introduced a clustered polynomial chaos expansion (CPCE) model to reveal
random propagation and dynamic sensitivity of uncertainty parameters in hydrologic …
random propagation and dynamic sensitivity of uncertainty parameters in hydrologic …
A systematic assessment of watershed-scale nonpoint source pollution during rainfall-runoff events in the Miyun Reservoir watershed
J Qiu, Z Shen, G Wei, G Wang, H Xie, G Lv - Environmental Science and …, 2018 - Springer
The assessment of peak flow rate, total runoff volume, and pollutant loads during rainfall
process are very important for the watershed management and the ecological restoration of …
process are very important for the watershed management and the ecological restoration of …