Improving the precision of monthly runoff prediction using the combined non-stationary methods in an oasis irrigation area

Daily maximum runoff frequency analysis under non-stationary conditions due to climate change in the future period: Case study Ghareh Sou basin

(2021) Nazanin Sadeghi Loyeh et al.   Journal of Water and Climate Change

Improvement of multi‐layer soil moisture prediction using support vector machines and ensemble Kalman filter coupled with remote sensing soil moisture datasets over an agriculture dominant basin in China

(2021) Qian Zhu et al.   HYDROLOGICAL PROCESSES

Runoff Prediction Using a Novel Hybrid ANFIS Model Based on Variable Screening

(2021) Zhennan Liu et al.   WATER RESOURCES MANAGEMENT

Flood frequency analysis of Manas River Basin in China under non‐stationary condition

(2021) Chaofei He et al.   Journal of Flood Risk Management

Deep learning convolutional neural network in rainfall–runoff modelling

(2020) Song Pham Van et al.   JOURNAL OF HYDROINFORMATICS

Complete ensemble empirical mode decomposition hybridized with random forest and kernel ridge regression model for monthly rainfall forecasts

(2020) Mumtaz Ali et al.   JOURNAL OF HYDROLOGY

Monthly runoff time series prediction by variational mode decomposition and support vector machine based on quantum-behaved particle swarm optimization

(2020) Zhong-kai Feng et al.   JOURNAL OF HYDROLOGY

Research on flood forecasting based on flood hydrograph generalization and random forest in Qiushui River basin, China

(2020) Tiantian Tang et al.   JOURNAL OF HYDROINFORMATICS

Simulation of karst spring discharge using a combination of time–frequency analysis methods and long short-term memory neural networks

(2020) Lixing An et al.   JOURNAL OF HYDROLOGY

Short-term runoff prediction with GRU and LSTM networks without requiring time step optimization during sample generation

(2020) Shuai Gao et al.   JOURNAL OF HYDROLOGY

Impact of Input Filtering and Architecture Selection Strategies on GRU Runoff Forecasting: A Case Study in the Wei River Basin, Shaanxi, China

(2020) Qianyang Wang et al.   Water

Enhanced Long Short-Term Memory Model for Runoff Prediction

(2020) Rui Feng et al.   JOURNAL OF HYDROLOGIC ENGINEERING

Daily Runoff Forecasting Using a Hybrid Model Based on Variational Mode Decomposition and Deep Neural Networks

(2019) Xinxin He et al.   WATER RESOURCES MANAGEMENT

Daily river flow forecasting using ensemble empirical mode decomposition based heuristic regression models: Application on the perennial rivers in Iran and South Korea

(2019) Mohammad Rezaie-Balf et al.   JOURNAL OF HYDROLOGY

Combination of Multiple Data-Driven Models for Long-Term Monthly Runoff Predictions Based on Bayesian Model Averaging

(2019) Huaping Huang et al.   WATER RESOURCES MANAGEMENT

General memristor with applications in multilayer neural networks

(2018) Shiping Wen et al.   NEURAL NETWORKS

Memristor-based circuit implementation of pulse-coupled neural network with dynamical threshold generators

(2018) Xudong Xie et al.   NEUROCOMPUTING

Evaluation of SVM, ELM and four tree-based ensemble models for predicting daily reference evapotranspiration using limited meteorological data in different climates of China

(2018) Junliang Fan et al.   AGRICULTURAL AND FOREST METEOROLOGY

Modeling and simulating of reservoir operation using the artificial neural network, support vector regression, deep learning algorithm

(2018) Di Zhang et al.   JOURNAL OF HYDROLOGY

An enhanced artificial neural network with a shuffled complex evolutionary global optimization with principal component analysis

(2017) Tiantian Yang et al.   INFORMATION SCIENCES

Rainfall-runoff modeling at Jinsha River basin by integrated neural network with discrete wavelet transform

(2017) Muhammad Tayyab et al.   METEOROLOGY AND ATMOSPHERIC PHYSICS

Evaluation of potential evapotranspiration assessment methods for hydrological modelling with SWAT—Application in data-scarce rural Tunisia

(2016) Jalel Aouissi et al.   AGRICULTURAL WATER MANAGEMENT

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

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

CEREF: A hybrid data-driven model for forecasting annual streamflow from a socio-hydrological system

(2016) Hongbo Zhang et al.   JOURNAL OF HYDROLOGY

Improving forecasting accuracy of medium and long-term runoff using artificial neural network based on EEMD decomposition

(2015) Wen-chuan Wang et al.   ENVIRONMENTAL RESEARCH

Refined Composite Multiscale Permutation Entropy to Overcome Multiscale Permutation Entropy Length Dependence

(2015) Anne Humeau-Heurtier et al.   IEEE SIGNAL PROCESSING LETTERS

Multi-Dimensional Complete Ensemble Empirical Mode Decomposition With Adaptive Noise Applied to Laser Speckle Contrast Images

(2015) Anne Humeau-Heurtier et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Data-driven input variable selection for rainfall–runoff modeling using binary-coded particle swarm optimization and Extreme Learning Machines

(2015) Riccardo Taormina et al.   JOURNAL OF HYDROLOGY

Improving Forecasting Accuracy of Annual Runoff Time Series Using ARIMA Based on EEMD Decomposition

(2015) Wen-chuan Wang et al.   WATER RESOURCES MANAGEMENT

Variational Mode Decomposition

(2014) Konstantin Dragomiretskiy et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Weighted multiscale permutation entropy of financial time series

(2014) Yi Yin et al.   NONLINEAR DYNAMICS

Forecasting climate change impacts and evaluation of adaptation options for maize cropping in the hilly terrain of Himalayas: Sikkim, India

(2014) Proloy Deb et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Comparison of three global optimization algorithms for calibration of the Xinanjiang model parameters

(2012) Dong-mei Xu et al.   JOURNAL OF HYDROINFORMATICS

Suitable oasis scale in a typical continental river basin in an arid region of China: A case study of the Manas River Basin

(2012) Hongbo Ling et al.   QUATERNARY INTERNATIONAL

Effects of land use change on landscape pattern of the Manas River watershed in Xinjiang, China

(2011) Yixing Feng et al.   Environmental Earth Sciences

Regional climate change and its effects on the runoff of Manas River, Xinjiang, China

(2011) Hongbo Ling et al.   Environmental Earth Sciences

Analysis of runoff in the Han River basin by SSARR model considering agricultural water

(2011) Sang-Jin Lee et al.   Paddy and Water Environment

Synchrosqueezed wavelet transforms: An empirical mode decomposition-like tool

(2010) Ingrid Daubechies et al.   APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS

Water Resources Management and Planning under Uncertainty: an Inexact Multistage Joint-Probabilistic Programming Method

(2009) Y. P. Li et al.   WATER RESOURCES MANAGEMENT