A multi-model integration method for monthly streamflow prediction: modified stacking ensemble strategy

The multi-objective operation for cascade reservoirs using MMOSFLA with emphasis on power generation and ecological benefit

(2019) Zhe Yang et al.   JOURNAL OF HYDROINFORMATICS

Stacking Ensemble Learning for Short-Term Electricity Consumption Forecasting

(2018) Federico Divina et al.   Energies

Monthly streamflow forecasting based on hidden Markov model and Gaussian Mixture Regression

(2018) Yongqi Liu et al.   JOURNAL OF HYDROLOGY

A stacking ensemble learning framework for annual river ice breakup dates

(2018) Wei Sun et al.   JOURNAL OF HYDROLOGY

Development of a stacked ensemble model for forecasting and analyzing daily average PM 2.5 concentrations in Beijing, China

(2018) Binxu Zhai et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Evaluating Consistency between the Remotely Sensed Soil Moisture and the Hydrological Model-Simulated Soil Moisture in the Qujiang Catchment of China

(2018) Lihua Xiong et al.   Water

Machine Learning Models Coupled with Variational Mode Decomposition: A New Approach for Modeling Daily Rainfall-Runoff

(2018) Youngmin Seo et al.   Atmosphere

Daily pan evaporation modeling from local and cross-station data using three tree-based machine learning models

(2018) Xianghui Lu et al.   JOURNAL OF HYDROLOGY

Spatio-temporal downscaling of gridded crop model yield estimates based on machine learning

(2018) C. Folberth et al.   AGRICULTURAL AND FOREST METEOROLOGY

Investigating regime shifts and the factors controlling Total Inorganic Nitrogen concentrations in treated wastewater using non-homogeneous Hidden Markov and multinomial logistic regression models

(2018) Bihu Suchetana et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Flood Prediction Using Machine Learning Models: Literature Review

(2018) Amir Mosavi et al.   Water

Monthly Streamflow Forecasting Using EEMD-Lasso-DBN Method Based on Multi-Scale Predictors Selection

(2018) Haibo Chu et al.   Water

Contrasting Impacts of ENSO on the Interannual Variations of Summer Runoff between the Upper and Mid-Lower Reaches of the Yangtze River

(2018) Xiaochen Ye et al.   Atmosphere

Review and comparison of performance indices for automatic model induction

(2017) Jayashree Chadalawada et al.   JOURNAL OF HYDROINFORMATICS

Prediction of groundwater levels using evidence of chaos and support vector machine

(2017) Faming Huang et al.   JOURNAL OF HYDROINFORMATICS

Comparison of hybrid models for daily streamflow prediction in a forested basin

(2017) Xue Li et al.   JOURNAL OF HYDROINFORMATICS

An extended STIRPAT model-based methodology for evaluating the driving forces affecting carbon emissions in existing public building sector: evidence from China in 2000–2015

(2017) Minda Ma et al.   NATURAL HAZARDS

Application of hybrid Kalman filter for improving water level forecast

(2016) X. Wang et al.   JOURNAL OF HYDROINFORMATICS

Model fusion approach for monthly reservoir inflow forecasting

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

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

Stream-flow forecasting using extreme learning machines: A case study in a semi-arid region in Iraq

(2016) Zaher Mundher Yaseen et al.   JOURNAL OF HYDROLOGY

Reliable long-range ensemble streamflow forecasts: Combining calibrated climate forecasts with a conceptual runoff model and a staged error model

(2016) James C. Bennett et al.   WATER RESOURCES RESEARCH

Modification of input datasets for the Ensemble Streamflow Prediction based on large-scale climatic indices and weather generator

(2015) Václav Šípek et al.   JOURNAL OF HYDROLOGY

Model averaging methods to merge operational statistical and dynamic seasonal streamflow forecasts in Australia

(2015) Andrew Schepen et al.   WATER RESOURCES RESEARCH

Analysis of precipitable water vapor from GPS measurements in Chengdu region: Distribution and evolution characteristics in autumn

(2013) Hao Wang et al.   ADVANCES IN SPACE RESEARCH

Climate Variability and Its Impact on Forest Hydrology on South Carolina Coastal Plain, USA

(2011) Zhaohua Dai et al.   Atmosphere

Evaluation of precipitation forecasts from NOAA global forecast system in hydropower operation

(2010) Huicheng Zhou et al.   JOURNAL OF HYDROINFORMATICS