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Real-time probabilistic forecasting of river water quality under data missing situation: Deep learning plus post-processing techniques

Journal of hydrology (Amsterdam), 2020-10, Vol.589, p.125164, Article 125164

Zhou, Yanlai

2020

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Optimal daily generation scheduling of large hydro–photovoltaic hybrid power plants

Energy conversion and management, 2018-09, Vol.171, p.528-540

2018

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Incorporating ecological requirement into multipurpose reservoir operating rule curves for adaptation to climate change

Journal of hydrology (Amsterdam), 2013-08, Vol.498, p.153-164

2013

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Exploring a Long Short-Term Memory based Encoder-Decoder framework for multi-step-ahead flood forecasting

Journal of hydrology (Amsterdam), 2020-04, Vol.583, p.124631, Article 124631

2020

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Joint operation and dynamic control of flood limiting water levels for mixed cascade reservoir systems

Journal of hydrology (Amsterdam), 2014-11, Vol.519, p.248-257

2014

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Systematic impact assessment on inter-basin water transfer projects of the Hanjiang River Basin in China

Journal of hydrology (Amsterdam), 2017-10, Vol.553, p.584-595

2017

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Seamless integration of convolutional and back-propagation neural networks for regional multi-step-ahead PM2.5 forecasting

Journal of cleaner production, 2020-07, Vol.261, p.121285, Article 121285

2020

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Optimizing Operation Rules of Cascade Reservoirs for Adapting Climate Change

Water resources management, 2020, Vol.34 (1), p.101-120

2020

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Exploring multidecadal changes in climate and reservoir storage for assessing nonstationarity in flood peaks and risks worldwide by an integrated frequency analysis approach

Water research (Oxford), 2020-10, Vol.185, p.116265-116265, Article 116265

Zhou, Yanlai

2020

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A Bayesian model averaging method for the derivation of reservoir operating rules

Journal of hydrology (Amsterdam), 2015-09, Vol.528, p.276-285

2015

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Flood Forecasting Based on an Improved Extreme Learning Machine Model Combined with the Backtracking Search Optimization Algorithm

Water (Basel), 2018-10, Vol.10 (10), p.1362

2018

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Multivariate framework for the assessment of key forcing to Lake Malawi level variations in non-stationary frequency analysis

Environmental monitoring and assessment, 2020-09, Vol.192 (9), Article 593

2020

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Deriving joint optimal refill rules for cascade reservoirs with multi-objective evaluation

Journal of hydrology (Amsterdam), 2015-05, Vol.524, p.166-181

2015

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Improving the Reliability of Probabilistic Multi-Step-Ahead Flood Forecasting by Fusing Unscented Kalman Filter with Recurrent Neural Network

Water (Basel), 2020-02, Vol.12 (2), p.578

2020

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Joint Operation and Dynamic Control of Flood Limiting Water Levels for Cascade Reservoirs

Water resources management, 2013-02, Vol.27 (3), p.749-763

2013

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Identifying Explicit Formulation of Operating Rules for Multi-Reservoir Systems Using Genetic Programming

Water resources management, 2014-04, Vol.28 (6), p.1545-1565

2014

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Detection and Attribution of Norwegian Annual Precipitation Variability Related to Teleconnections

Earth and space science (Hoboken, N.J.), 2022-03, Vol.9 (3), p.n/a

2022

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Explore an evolutionary recurrent ANFIS for modelling multi-step-ahead flood forecasts

Journal of hydrology (Amsterdam), 2019-03, Vol.570, p.343-355

2019

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Emergency Disposal Solution for Control of a Giant Landslide and Dammed Lake in Yangtze River, China

Water (Basel), 2019-09, Vol.11 (9), p.1939

2019

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Robust hydroelectric unit commitment considering integration of large-scale photovoltaic power: A case study in China

Applied energy, 2018-10, Vol.228, p.1341-1352

2018

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Risk analysis for flood control operation of seasonal flood-limited water level incorporating inflow forecasting error

Hydrological sciences journal, 2014-05, Vol.59 (5), p.1006-1019

2014

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Exploration of dual-attention mechanism-based deep learning for multi-step-ahead flood probabilistic forecasting

Journal of hydrology (Amsterdam), 2023-07, Vol.622, p.129688, Article 129688

2023

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Effective improvement of multi-step-ahead flood forecasting accuracy through encoder-decoder with an exogenous input structure

Journal of hydrology (Amsterdam), 2022-06, Vol.609, p.127764, Article 127764

2022

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Explore a deep learning multi-output neural network for regional multi-step-ahead air quality forecasts

Journal of cleaner production, 2019-02, Vol.209, p.134-145

2019

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Short-term flood probability density forecasting using a conceptual hydrological model with machine learning techniques

Journal of hydrology (Amsterdam), 2022-01, Vol.604, p.127255, Article 127255

2022

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Real-time probabilistic forecasting of river water quality under data missing situation: Deep learning plus post-processing techniques

Optimal daily generation scheduling of large hydro–photovoltaic hybrid power plants

Incorporating ecological requirement into multipurpose reservoir operating rule curves for adaptation to climate change

Exploring a Long Short-Term Memory based Encoder-Decoder framework for multi-step-ahead flood forecasting

Joint operation and dynamic control of flood limiting water levels for mixed cascade reservoir systems

Systematic impact assessment on inter-basin water transfer projects of the Hanjiang River Basin in China

Seamless integration of convolutional and back-propagation neural networks for regional multi-step-ahead PM2.5 forecasting

Optimizing Operation Rules of Cascade Reservoirs for Adapting Climate Change

Exploring multidecadal changes in climate and reservoir storage for assessing nonstationarity in flood peaks and risks worldwide by an integrated frequency analysis approach

A Bayesian model averaging method for the derivation of reservoir operating rules

Flood Forecasting Based on an Improved Extreme Learning Machine Model Combined with the Backtracking Search Optimization Algorithm

Multivariate framework for the assessment of key forcing to Lake Malawi level variations in non-stationary frequency analysis

Deriving joint optimal refill rules for cascade reservoirs with multi-objective evaluation

Improving the Reliability of Probabilistic Multi-Step-Ahead Flood Forecasting by Fusing Unscented Kalman Filter with Recurrent Neural Network

Joint Operation and Dynamic Control of Flood Limiting Water Levels for Cascade Reservoirs

Identifying Explicit Formulation of Operating Rules for Multi-Reservoir Systems Using Genetic Programming

Detection and Attribution of Norwegian Annual Precipitation Variability Related to Teleconnections

Explore an evolutionary recurrent ANFIS for modelling multi-step-ahead flood forecasts

Emergency Disposal Solution for Control of a Giant Landslide and Dammed Lake in Yangtze River, China

Robust hydroelectric unit commitment considering integration of large-scale photovoltaic power: A case study in China

Risk analysis for flood control operation of seasonal flood-limited water level incorporating inflow forecasting error

Exploration of dual-attention mechanism-based deep learning for multi-step-ahead flood probabilistic forecasting

Effective improvement of multi-step-ahead flood forecasting accuracy through encoder-decoder with an exogenous input structure

Explore a deep learning multi-output neural network for regional multi-step-ahead air quality forecasts

Short-term flood probability density forecasting using a conceptual hydrological model with machine learning techniques

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