A Comparative Study of Autoregressive, Autoregressive Moving Average, Gene Expression Programming and Bayesian Networks for Estimating Monthly Streamflow
出版年份 2018 全文链接
标题
A Comparative Study of Autoregressive, Autoregressive Moving Average, Gene Expression Programming and Bayesian Networks for Estimating Monthly Streamflow
作者
关键词
Estimation, Monthly streamflow, Single and hybrid models
出版物
WATER RESOURCES MANAGEMENT
Volume 32, Issue 9, Pages 3001-3022
出版商
Springer Nature
发表日期
2018-03-25
DOI
10.1007/s11269-018-1970-0
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Assessing the potential of data-driven models for estimation of long-term monthly temperatures
- (2018) Saeid Mehdizadeh COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Estimation of soil temperature using gene expression programming and artificial neural networks in a semiarid region
- (2017) Javad Behmanesh et al. Environmental Earth Sciences
- Wavelet-linear genetic programming: A new approach for modeling monthly streamflow
- (2017) Masoud Ravansalar et al. JOURNAL OF HYDROLOGY
- A comparison of monthly precipitation point estimates at 6 locations in Iran using integration of soft computing methods and GARCH time series model
- (2017) Saeid Mehdizadeh et al. JOURNAL OF HYDROLOGY
- Novel approach for streamflow forecasting using a hybrid ANFIS-FFA model
- (2017) Zaher Mundher Yaseen et al. JOURNAL OF HYDROLOGY
- A Pareto-optimal moving average multigene genetic programming model for daily streamflow prediction
- (2017) Ali Danandeh Mehr et al. JOURNAL OF HYDROLOGY
- Performance Assessment of the Linear, Nonlinear and Nonparametric Data Driven Models in River Flow Forecasting
- (2017) Ali Ahani et al. WATER RESOURCES MANAGEMENT
- Daily Mean Streamflow Prediction in Perennial and Non-Perennial Rivers Using Four Data Driven Techniques
- (2017) Sajjad Abdollahi et al. WATER RESOURCES MANAGEMENT
- New Approaches for Estimation of Monthly Rainfall Based on GEP-ARCH and ANN-ARCH Hybrid Models
- (2017) Saeid Mehdizadeh et al. WATER RESOURCES MANAGEMENT
- A comparative study of artificial neural network (MLP, RBF) and support vector machine models for river flow prediction
- (2016) Mohammad Ali Ghorbani et al. Environmental Earth Sciences
- 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
- Forecasting daily streamflow using online sequential extreme learning machines
- (2016) Aranildo R. Lima et al. JOURNAL OF HYDROLOGY
- Are hybrid models integrated with data preprocessing techniques suitable for monthly streamflow forecasting? Some experiment evidences
- (2015) Xiaoli Zhang et al. JOURNAL OF HYDROLOGY
- Modeling of daily pan evaporation in sub tropical climates using ANN, LS-SVR, Fuzzy Logic, and ANFIS
- (2014) Manish Kumar Goyal et al. EXPERT SYSTEMS WITH APPLICATIONS
- Daily streamflow forecasting using a wavelet transform and artificial neural network hybrid models
- (2013) Celso Augusto Guimarães Santos et al. HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES
- Monthly river flow forecasting using artificial neural network and support vector regression models coupled with wavelet transform
- (2012) Aman Mohammad Kalteh COMPUTERS & GEOSCIENCES
- Artificial neural network simulation of hourly groundwater levels in a coastal aquifer system of the Venice lagoon
- (2012) Riccardo Taormina et al. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
- Artificial neural network models for reference evapotranspiration in an arid area of northwest China
- (2012) Z. Huo et al. JOURNAL OF ARID ENVIRONMENTS
- River Flow Estimation and Forecasting by Using Two Different Adaptive Neuro-Fuzzy Approaches
- (2012) Hadi Sanikhani et al. WATER RESOURCES MANAGEMENT
- Estimation of global solar radiation using ANN over Turkey
- (2011) Muammer Ozgoren et al. EXPERT SYSTEMS WITH APPLICATIONS
- A wavelet-support vector machine conjunction model for monthly streamflow forecasting
- (2011) Ozgur Kisi et al. JOURNAL OF HYDROLOGY
- Daily streamflow forecasting by machine learning methods with weather and climate inputs
- (2011) Kabir Rasouli et al. JOURNAL OF HYDROLOGY
- A combined generalized regression neural network wavelet model for monthly streamflow prediction
- (2011) Özgür Kişi KSCE Journal of Civil Engineering
- Evolutionary Modeling for Streamflow Forecasting with Minimal Datasets: A Case Study in the West Malian River, China
- (2010) Qingwei Ni et al. ENVIRONMENTAL ENGINEERING SCIENCE
- Adaptive neuro fuzzy inference system for classification of water quality status
- (2010) Han Yan et al. JOURNAL OF ENVIRONMENTAL SCIENCES
- Short-term and long-term streamflow forecasting using a wavelet and neuro-fuzzy conjunction model
- (2010) Jalal Shiri et al. JOURNAL OF HYDROLOGY
- Short-term streamflow forecasting with global climate change implications – A comparative study between genetic programming and neural network models
- (2008) A. Makkeasorn et al. JOURNAL OF HYDROLOGY
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started