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Article
The asymmetric effect of different types of ENSO and ENSO Modoki on rainy season over the Yellow River basin, China
Precipitation is considered one of the most important forcing data in scientific investigations involving agriculture, water management, and climate variability. Knowledge of precipitation variation during rai...
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Article
Review of drought impacts on carbon cycling in grassland ecosystems
Grasslands play a key role in both carbon and water cycles. In semi-arid and arid grassland areas, the frequency and intensity of droughts are increasing. However, the influence of a drought on grassland carbo...
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Article
Heterogeneous parallel computing accelerated generalized likelihood uncertainty estimation (GLUE) method for fast hydrological model uncertainty analysis purpose
The generalized likelihood uncertainty estimation (GLUE) is a famous and widely used sensitivity and uncertainty analysis method. It provides a new way to solve the “equifinality” problem encountered in the hy...
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Article
Computer Aided Numerical Methods for Hydrological Model Calibration: An Overview and Recent Development
In this paper, the computer aided numerical method for hydrological model calibration is reviewed. The content includes review of the watershed hydrological models (data-driven model, conceptual model, and dis...
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Article
Trends in extreme temperature indices in Huang-Huai-Hai River Basin of China during 1961–2014
Spatial and temporal characteristics of temperature extremes have been investigated in Huang-Huai-Hai (HHH) region based on the daily series of temperature observations from 162 meteorological stations. A tota...
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Article
A novel hybrid data-driven model for multi-input single-output system simulation
Artificial neural network (ANN)-based data-driven model is an effective and robust tool for multi-input single-output (MISO) system simulation task. However, there are several conundrums which deteriorate the ...
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Article
An Improved “Dynamic Control Operation Module” for Cascade Reservoirs
Reservoirs are one of the most efficient projects for water resources management, and also play an important role in flood control and conservation. Dynamic control of the reservoir flood limited water level (...
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Article
Spatiotemporal patterns of drought at various time scales in Shandong Province of Eastern China
The temporal variations and spatial patterns of drought in Shandong Province of Eastern China were investigated by calculating the standardized precipitation evapotranspiration index (SPEI) at 1-, 3-, 6-, 12-,...
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Article
A new hybrid data-driven model for event-based rainfall–runoff simulation
A new hybrid data-driven model named PBK has been proposed to improve the event-based rainfall–runoff simulation. The PBK is developed by coupling partial mutual information-based input variable selection (IV...
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Article
Improving event-based rainfall-runoff simulation using an ensemble artificial neural network based hybrid data-driven model
An ensemble artificial neural network (ENN) based hybrid function approximator (named PEK), integrating the partial mutual information (PMI) based separate input variable selection (IVS) scheme, ENN-based outp...