A Decomposition-based Multi-model and Multi-parameter Ensemble Forecast Framework for Monthly Streamflow Forecasting

Quantifying the Risks that Propagate from the Inflow Forecast Uncertainty to the Reservoir Operations with Coupled Flood and Electricity Curtailment Risks

(2021) Qiumei Ma et al.   Water

Generating ensemble streamflow forecasts:A review of methods and approaches over the past 40 years

(2021) Magali Troin et al.   WATER RESOURCES RESEARCH

EEMD and VMD based hybrid GPR models for river streamflow point and interval predictions

(2021) Roghayeh Ghasempour et al.   Water Science and Technology-Water Supply

An Ensemble Hybrid Forecasting Model for Annual Runoff Based on Sample Entropy, Secondary Decomposition, and Long Short-Term Memory Neural Network

(2021) Wen-chuan Wang et al.   WATER RESOURCES MANAGEMENT

Flood Control Operation of Reservoir Group Using Yin-Yang Firefly Algorithm

(2021) Hai-tao Chen et al.   WATER RESOURCES MANAGEMENT

Medium- and long-term runoff forecasting based on a random forest regression model

(2020) Chen Shijun et al.   Water Science and Technology-Water Supply

Climatic control of upper Yangtze River flood hazard diminished by reservoir groups

(2020) He Li et al.   Environmental Research Letters

Teleconnection analysis of monthly streamflow using ensemble empirical mode decomposition

(2019) Jia Wang et al.   JOURNAL OF HYDROLOGY

Hybrid Models Combining EMD/EEMD and ARIMA for Long-Term Streamflow Forecasting

(2018) Zhi-Yu Wang et al.   Water

Sediment load responses to climate variation and cascade reservoirs in the Yangtze River: A case study of the Jinsha River

(2018) Dongfeng Li et al.   GEOMORPHOLOGY

Assessment of the impact of climate change on hydropower potential in the Nanliujiang River basin of China

(2018) Hejia Wang et al.   ENERGY

A review and discussion of decomposition-based hybrid models for wind energy forecasting applications

(2018) Zheng Qian et al.   APPLIED ENERGY

Changes in the Spatial Heterogeneity and Annual Distribution of Observed Precipitation across China

(2017) Qiaohong Sun et al.   JOURNAL OF CLIMATE

Developing reservoir monthly inflow forecasts using artificial intelligence and climate phenomenon information

(2017) Tiantian Yang et al.   WATER RESOURCES RESEARCH

Microseismicity and its time–frequency characteristics of the left bank slope at the Jinping first-stage hydropower station during reservoir impoundment

(2016) Nuwen Xu et al.   Environmental Earth Sciences

Potential application of wavelet neural network ensemble to forecast streamflow for flood management

(2016) K.S. Kasiviswanathan et al.   JOURNAL OF HYDROLOGY

Nonparametric Tree-Based Predictive Modeling of Storm Outages on an Electric Distribution Network

(2016) Jichao He et al.   RISK ANALYSIS

Wavelet-based time series bootstrap model for multidecadal streamflow simulation using climate indicators

(2016) Solomon Tassew Erkyihun et al.   WATER RESOURCES RESEARCH

ANN-based interval forecasting of streamflow discharges using the LUBE method and MOFIPS

(2015) Riccardo Taormina et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Are hybrid models integrated with data preprocessing techniques suitable for monthly streamflow forecasting? Some experiment evidences

(2015) Xiaoli Zhang et al.   JOURNAL OF HYDROLOGY

A comparative analysis of 9 multi-model averaging approaches in hydrological continuous streamflow simulation

(2015) Richard Arsenault et al.   JOURNAL OF HYDROLOGY

Improved complete ensemble EMD: A suitable tool for biomedical signal processing

(2014) Marcelo A. Colominas et al.   Biomedical Signal Processing and Control

Chemical weathering processes in the Yalong River draining the eastern Tibetan Plateau, China

(2014) Si-Liang Li et al.   JOURNAL OF ASIAN EARTH SCIENCES

Investigating the interactions between data assimilation and post-processing in hydrological ensemble forecasting

(2014) F. Bourgin et al.   JOURNAL OF HYDROLOGY

Applications of hybrid wavelet–Artificial Intelligence models in hydrology: A review

(2014) Vahid Nourani et al.   JOURNAL OF HYDROLOGY

River Discharges Forecasting In Northern Iraq Using Different ANN Techniques

(2014) Taymoor A. Awchi   WATER RESOURCES MANAGEMENT

The Science of NOAA's Operational Hydrologic Ensemble Forecast Service

(2013) Julie Demargne et al.   BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

A novel discussion on two long-term forecast mechanisms for hydro-meteorological signals using hybrid wavelet-NN model

(2013) Shi-Peng Yu et al.   JOURNAL OF HYDROLOGY

Effect of different uncertainty sources on the skill of 10 day ensemble low flow forecasts for two hydrological models

(2013) Mehmet C. Demirel et al.   WATER RESOURCES RESEARCH

Prediction of rainfall time series using modular soft computingmethods

(2012) C.L. Wu et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Comparison and evaluation of multiple GCMs, statistical downscaling and hydrological models in the study of climate change impacts on runoff

(2012) Hua Chen et al.   JOURNAL OF HYDROLOGY

Ensemble Streamflow Prediction: Climate signal weighting methods vs. Climate Forecast System Reanalysis

(2012) Mohammad Reza Najafi et al.   JOURNAL OF HYDROLOGY

Support vector machine regression (SVR/LS-SVM)—an alternative to neural networks (ANN) for analytical chemistry? Comparison of nonlinear methods on near infrared (NIR) spectroscopy data

(2011) Roman M. Balabin et al.   ANALYST

Detection of adulterants such as sweeteners materials in honey using near-infrared spectroscopy and chemometrics

(2010) Xiangrong Zhu et al.   JOURNAL OF FOOD ENGINEERING

Bayesian ensemble forecast of river stages and ensemble size requirements

(2010) Henry D. Herr et al.   JOURNAL OF HYDROLOGY

Potential of support vector regression for prediction of monthly streamflow using endogenous property

(2009) Rajib Maity et al.   HYDROLOGICAL PROCESSES

Indices for assessing the prediction bounds of hydrological models and application by generalised likelihood uncertainty estimation / Indices pour évaluer les bornes de prévision de modèles hydrologiques et mise en œuvre pour une estimation d'incertitude par vraisemblance généralisée

(2009) LIHUA XIONG et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Predicting monthly streamflow using data-driven models coupled with data-preprocessing techniques

(2009) C. L. Wu et al.   WATER RESOURCES RESEARCH

New dimensions in early flood warning across the globe using grand-ensemble weather predictions

(2008) Florian Pappenberger et al.   GEOPHYSICAL RESEARCH LETTERS

Uncertainty assessment of integrated distributed hydrological models using GLUE with Markov chain Monte Carlo sampling

(2008) Roberta-Serena Blasone et al.   JOURNAL OF HYDROLOGY

Estimating the uncertainty of hydrological forecasts: A statistical approach

(2008) Alberto Montanari et al.   WATER RESOURCES RESEARCH

Evaluation and calibration of operational hydrological ensemble forecasts in Sweden

(2007) Jonas Olsson et al.   JOURNAL OF HYDROLOGY

Spatial and temporal variation of runoff in the Yangtze River basin during the past 40 years

(2007) Jijun Xu et al.   QUATERNARY INTERNATIONAL