Monthly and seasonal hydrological drought forecasting using multiple extreme learning machine models
出版年份 2022 全文链接
标题
Monthly and seasonal hydrological drought forecasting using multiple extreme learning machine models
作者
关键词
-
出版物
Engineering Applications of Computational Fluid Mechanics
Volume 16, Issue 1, Pages 1364-1381
出版商
Informa UK Limited
发表日期
2022-07-01
DOI
10.1080/19942060.2022.2089732
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。- Drought forecasting using new advanced ensemble-based models of reduced error pruning tree
- (2022) Mojtaba Shahdad et al. Acta Geophysica
- Comprehensive Evaluation of Machine Learning Techniques for Hydrological Drought Forecasting
- (2021) Muhammad Jehanzaib et al. JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING
- Predicting Standardized Streamflow index for hydrological drought using machine learning models
- (2020) Shahabbodin Shamshirband et al. Engineering Applications of Computational Fluid Mechanics
- Long lead time drought forecasting using lagged climate variables and a stacked long short-term memory model
- (2020) Abhirup Dikshit et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Extreme learning machine-based prediction of daily water temperature for rivers
- (2019) Senlin Zhu et al. Environmental Earth Sciences
- Comparison of the Ability of ARIMA, WNN and SVM Models for Drought Forecasting in the Sanjiang Plain, China
- (2019) Yuhu Zhang et al. Natural Resources Research
- Capability and robustness of novel hybridized models used for drought hazard modeling in southeast Queensland, Australia
- (2019) Omid Rahmati et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Input selection and data-driven model performance optimization to predict the Standardized Precipitation and Evaporation Index in a drought-prone region
- (2018) Soukayna Mouatadid et al. ATMOSPHERIC RESEARCH
- An ensemble-ANFIS based uncertainty assessment model for forecasting multi-scalar standardized precipitation index
- (2018) Mumtaz Ali et al. ATMOSPHERIC RESEARCH
- An evaluation of statistical, NMME and hybrid models for drought prediction in China
- (2018) Lei Xu et al. JOURNAL OF HYDROLOGY
- An enhanced extreme learning machine model for river flow forecasting: State-of-the-art, practical applications in water resource engineering area and future research direction
- (2018) Zaher Mundher Yaseen et al. JOURNAL OF HYDROLOGY
- Application of several data-driven techniques to predict a standardized precipitation index
- (2016) Bahram Choubin et al. ATMOSFERA
- Extreme learning machine for prediction of heat load in district heating systems
- (2016) Shahin Sajjadi et al. ENERGY AND BUILDINGS
- An extreme learning machine model for the simulation of monthly mean streamflow water level in eastern Queensland
- (2016) Ravinesh C Deo et al. ENVIRONMENTAL MONITORING AND ASSESSMENT
- Multiple linear regression, multi-layer perceptron network and adaptive neuro-fuzzy inference system for forecasting precipitation based on large-scale climate signals
- (2016) Bahram Choubin et al. HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES
- A Review of Drought in the Middle East and Southwest Asia
- (2016) Mathew Barlow et al. JOURNAL OF CLIMATE
- Drought Forecasting with Vegetation Temperature Condition Index Using ARIMA Models in the Guanzhong Plain
- (2016) Miao Tian et al. Remote Sensing
- Extreme learning machine based prediction of daily dew point temperature
- (2015) Kasra Mohammadi et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Drought forecasting in a semi-arid watershed using climate signals: a neuro-fuzzy modeling approach
- (2014) Bahram Choubin et al. Journal of Mountain Science
- Support Vector Regression Model Based on Empirical Mode Decomposition and Auto Regression for Electric Load Forecasting
- (2013) Guo-Feng Fan et al. Energies
- Ensemble prediction of regional droughts using climate inputs and the SVM-copula approach
- (2013) Poulomi Ganguli et al. HYDROLOGICAL PROCESSES
- Uncertainty analysis of streamflow drought forecast using artificial neural networks and Monte-Carlo simulation
- (2013) Majid Dehghani et al. INTERNATIONAL JOURNAL OF CLIMATOLOGY
- Long-term SPI drought forecasting in the Awash River Basin in Ethiopia using wavelet neural network and wavelet support vector regression models
- (2013) A. Belayneh et al. JOURNAL OF HYDROLOGY
- Comparison of the ARMA, ARIMA, and the autoregressive artificial neural network models in forecasting the monthly inflow of Dez dam reservoir
- (2012) Mohammad Valipour et al. JOURNAL OF HYDROLOGY
- Weighted extreme learning machine for imbalance learning
- (2012) Weiwei Zong et al. NEUROCOMPUTING
- Bidirectional Extreme Learning Machine for Regression Problem and Its Learning Effectiveness
- (2012) Yimin Yang et al. IEEE Transactions on Neural Networks and Learning Systems
- Accurate Computation of a Streamflow Drought Index
- (2011) Sergio M. Vicente-Serrano et al. JOURNAL OF HYDROLOGIC ENGINEERING
- A hybrid neural network and ARIMA model for water quality time series prediction
- (2009) Durdu Ömer Faruk ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
- Drought forecasting based on the remote sensing data using ARIMA models
- (2009) Ping Han et al. MATHEMATICAL AND COMPUTER MODELLING
- Differential Evolution Algorithm With Strategy Adaptation for Global Numerical Optimization
- (2008) A.K. Qin et al. IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExploreAsk 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