Performance enhancement of SVM model using discrete wavelet transform for daily streamflow forecasting
出版年份 2021 全文链接
标题
Performance enhancement of SVM model using discrete wavelet transform for daily streamflow forecasting
作者
关键词
-
出版物
Environmental Earth Sciences
Volume 80, Issue 3, Pages -
出版商
Springer Science and Business Media LLC
发表日期
2021-01-29
DOI
10.1007/s12665-021-09394-z
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: A review of modelling approaches 2007–2017
- (2019) K. F. Fung et al. Journal of Water and Climate Change
- Forecasting Daily Streamflow for Basins with Different Physical Characteristics through Data-Driven Methods
- (2018) Sinan Jasim Hadi et al. WATER RESOURCES MANAGEMENT
- Support vector machine applications in the field of hydrology: A review
- (2014) Sujay Raghavendra. N et al. APPLIED SOFT COMPUTING
- Development of Nonlinear Model Based on Wavelet-ANFIS for Rainfall Forecasting at Klang Gates Dam
- (2014) Seyed Ahmad Akrami et al. WATER RESOURCES MANAGEMENT
- A Conjunction Method of Wavelet Transform-Particle Swarm Optimization-Support Vector Machine for Streamflow Forecasting
- (2014) Fanping Zhang et al. Journal of Applied Mathematics
- 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
- Comparative study of different wavelets for hydrologic forecasting
- (2012) R. Maheswaran et al. COMPUTERS & GEOSCIENCES
- Streamflow forecasting using least-squares support vector machines
- (2012) Ani Shabri et al. HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES
- Hydrological time series modeling: A comparison between adaptive neuro-fuzzy, neural network and autoregressive techniques
- (2012) A.K. Lohani et al. JOURNAL OF HYDROLOGY
- Wavelet-Based Analysis on the Complexity of Hydrologic Series Data under Multi-Temporal Scales
- (2011) Yan-Fang Sang et al. Entropy
- A wavelet-support vector machine conjunction model for monthly streamflow forecasting
- (2011) Ozgur Kisi et al. JOURNAL OF HYDROLOGY
- Development of a coupled wavelet transform and neural network method for flow forecasting of non-perennial rivers in semi-arid watersheds
- (2010) Jan Adamowski et al. JOURNAL OF HYDROLOGY
- Development of an accurate and reliable hourly flood forecasting model using wavelet–bootstrap–ANN (WBANN) hybrid approach
- (2010) Mukesh K. Tiwari et al. JOURNAL OF HYDROLOGY
- Neural Networks and Wavelet Conjunction Model for Intermittent Streamflow Forecasting
- (2009) Özgür Kişi JOURNAL OF HYDROLOGIC ENGINEERING
- Stream flow forecasting using neuro-wavelet technique
- (2008) Özgür Kişi HYDROLOGICAL PROCESSES
- Development of a short-term river flood forecasting method for snowmelt driven floods based on wavelet and cross-wavelet analysis
- (2008) Jan F. Adamowski 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