Short-Term Streamflow Forecasting Using the Feature-Enhanced Regression Model

A Comparative Study of MLR, KNN, ANN and ANFIS Models with Wavelet Transform in Monthly Stream Flow Prediction

(2019) Ahmad Khazaee Poul et al.   WATER RESOURCES MANAGEMENT

Daily natural gas consumption forecasting via the application of a novel hybrid model

(2019) Nan Wei et al.   APPLIED ENERGY

A hybrid algorithm for carbon dioxide emissions forecasting based on improved lion swarm optimizer

(2019) Weibiao Qiao et al.   JOURNAL OF CLEANER PRODUCTION

A Green Closed-Loop Supply Chain Coordination Mechanism Based on Third-Party Recycling

(2019) Jiafu Su et al.   Sustainability

Evaluation of the benefits of using a backward chaining decision support expert system for local flood forecasting and warning

(2018) Xiaoyin Zhang et al.   EXPERT SYSTEMS

Autoencoder-based deep belief regression network for air particulate matter concentration forecasting

(2018) Jingjing Xie et al.   JOURNAL OF INTELLIGENT & FUZZY SYSTEMS

A comparative study of LSTM neural networks in forecasting day-ahead global horizontal irradiance with satellite data

(2018) Shikhar Srivastava et al.   SOLAR ENERGY

Monthly runoff forecasting based on LSTM–ALO model

(2018) Xiaohui Yuan et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Streamflow and Hydrological Drought Trend Analysis and Forecasting in Cyprus

(2018) Dimitrios Myronidis et al.   WATER RESOURCES MANAGEMENT

Evaluating model performance: towards a non-parametric variant of the Kling-Gupta efficiency

(2018) Sandra Pool et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Flood Prediction Using Machine Learning Models: Literature Review

(2018) Amir Mosavi et al.   Water

A hybrid multi-objective genetic local search algorithm for the prize-collecting vehicle routing problem

(2018) Jianyu Long et al.   INFORMATION SCIENCES

A real-time probabilistic channel flood-forecasting model based on the Bayesian particle filter approach

(2017) Xingya Xu et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Accurate recognition of words in scenes without character segmentation using recurrent neural network

(2017) Bolan Su et al.   PATTERN RECOGNITION

Reservoir inflow forecasting with a modified coactive neuro-fuzzy inference system: a case study for a semi-arid region

(2017) Mohammed Falah Allawi et al.   THEORETICAL AND APPLIED CLIMATOLOGY

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

(2017) Tiantian Yang et al.   WATER RESOURCES RESEARCH

Influence of Large Reservoir Operation on Water-Levels and Flows in Reaches below Dam: Case Study of the Three Gorges Reservoir

(2017) Yunping Yang et al.   Scientific Reports

An EMD-Based Chaotic Least Squares Support Vector Machine Hybrid Model for Annual Runoff Forecasting

(2017) Xuehua Zhao et al.   Water

Model fusion approach for monthly reservoir inflow forecasting

(2016) Y. Bai et al.   JOURNAL OF HYDROINFORMATICS

Daily reservoir inflow forecasting using multiscale deep feature learning with hybrid models

(2016) Yun Bai et al.   JOURNAL OF HYDROLOGY

A hybrid approach to monthly streamflow forecasting: Integrating hydrological model outputs into a Bayesian artificial neural network

(2016) Greer B. Humphrey et al.   JOURNAL OF HYDROLOGY

Drought monitoring based on TIGGE and distributed hydrological model in Huaihe River Basin, China

(2016) Junfang Zhao et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Deep Feature Learning Architectures for Daily Reservoir Inflow Forecasting

(2016) Chuan Li et al.   WATER RESOURCES MANAGEMENT

Enhancing river model set-up for 2-D dynamic flood modelling

(2015) Pierfranco Costabile et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Streamflow data assimilation in SWAT model using Extended Kalman Filter

(2015) Leqiang Sun 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

Improving Ann-Based Short-Term and Long-Term Seasonal River Flow Forecasting with Signal Processing Techniques

(2014) H. Badrzadeh et al.   RIVER RESEARCH AND APPLICATIONS

Effect of Pruning and Smoothing while Using M5 Model Tree Technique for Reservoir Inflow Prediction

(2010) V. Jothiprakash et al.   JOURNAL OF HYDROLOGIC ENGINEERING

Temporal sampling strategies and uncertainty in calibrating a conceptual hydrological model for a small boreal catchment

(2009) John Juston et al.   HYDROLOGICAL PROCESSES

Decomposition of the mean squared error and NSE performance criteria: Implications for improving hydrological modelling

(2009) Hoshin V. Gupta et al.   JOURNAL OF HYDROLOGY