Skip to Main Content
Umbrella Alt Text
header search
Search
Advanced Search
Cart
Skip Nav Destination

A hybrid model coupled with singular spectrum analysis for daily rainfall prediction

Journal of Hydroinformatics (2010) 12 (4): 458–473.
This article has been cited by the following articles in journals that are participating in CrossRef Cited-by Linking.
A novel fuzzy based deep neural network for rain fall prediction using cloud images
  • Oswalt Manoj Stanislaus
  • Pon Harshavardhanan
  • Akila Victor
  • Sajeev Ram Arumugam
Concurrency and Computation: Practice and Experience (2023) 35 (1)
Singular spectrum analysis and modeling of the temporal variations of the global ionospheric F2-layer peak electron density retrieved from COSMIC radio occultation measurements
  • A.I. Saad Farid
  • A.Sh.M. Elshoukrofy
  • Ayman A. Aly
  • Adel Fathy
Advances in Space Research (2023)
Application of Innovative Machine Learning Techniques for Long-Term Rainfall Prediction
  • Suman Markuna
  • Pankaj Kumar
  • Rawshan Ali
  • Dinesh Kumar Vishwkarma
  • Kuldeep Singh Kushwaha
  • Rohitashw Kumar
  • Vijay Kumar Singh
  • Sumit Chaudhary
  • Alban Kuriqi
Pure and Applied Geophysics (2023) 180 (1): 335.
Generalized Fejér-Divergence in Information Theory
  • Zehui Shao
  • Saeed Kosari
  • Milad Yadollahzadeh
Iranian Journal of Science and Technology, Transactions A: Science (2022) 46 (4): 1241.
A systematic quantitative review on the performance of some of the recent short-term rainfall forecasting techniques
  • Shejule Priya Ashok
  • Sreeja Pekkat
Journal of Water and Climate Change (2022) 13 (8): 3004.
Research on anti-Narrowband AM jamming of Ultra-wideband impulse radio detection radar based on improved singular spectrum analysis
  • Xun Wang
  • Shuning Zhang
  • Lingzhi Zhu
  • Si Chen
  • Huichang Zhao
Measurement (2022) 188: 110386.
Application of machine learning ensemble models for rainfall prediction
  • Hasan Ahmadi
  • Babak Aminnejad
  • Hojat Sabatsany
Acta Geophysica (2022)
A multivariate decomposition–ensemble model for estimating long-term rainfall dynamics
  • Roya Narimani
  • Changhyun Jun
  • Alireza Saedi
  • Sayed M. Bateni
  • Jeill Oh
Climate Dynamics (2022)
Application of machine learning to stress corrosion cracking risk assessment
  • Aeshah H. Alamri
Egyptian Journal of Petroleum (2022) 31 (4): 11.
Grouping in Singular Spectrum Analysis of Time Series
  • Poornima Unnikrishnan
  • V. Jothiprakash
Journal of Hydrologic Engineering (2022) 27 (9)
Rainfall Prediction System Using Machine Learning Fusion for Smart Cities
  • Atta-ur Rahman
  • Sagheer Abbas
  • Mohammed Gollapalli
  • Rashad Ahmed
  • Shabib Aftab
  • Munir Ahmad
  • Muhammad Adnan Khan
  • Amir Mosavi
Sensors (2022) 22 (9): 3504.
A comparison of various machine learning approaches performance for prediction suspended sediment load of river systems: a case study in Malaysia
  • Marwah Sattar Hanoon
  • Alharazi Abdulhadi Abdullatif B
  • Ali Najah Ahmed
  • Arif Razzaq
  • Ahmed H. Birima
  • Ahmed El-Shafie
Earth Science Informatics (2022) 15 (1): 91.
An Integrated Statistical-Machine Learning Approach for Runoff Prediction
  • Abhinav Kumar Singh
  • Pankaj Kumar
  • Rawshan Ali
  • Nadhir Al-Ansari
  • Dinesh Kumar Vishwakarma
  • Kuldeep Singh Kushwaha
  • Kanhu Charan Panda
  • Atish Sagar
  • Ehsan Mirzania
  • Ahmed Elbeltagi
  • Alban Kuriqi
  • Salim Heddam
Sustainability (2022) 14 (13): 8209.
AM-ConvGRU: a spatio-temporal model for typhoon path prediction
  • Guangning Xu
  • Di Xian
  • Philippe Fournier-Viger
  • Xutao Li
  • Yunming Ye
  • Xiuqing Hu
Neural Computing and Applications (2022) 34 (8): 5905.
Coupled online sequential extreme learning machine model with ant colony optimization algorithm for wheat yield prediction
  • Mumtaz Ali
  • Ravinesh C. Deo
  • Yong Xiang
  • Ramendra Prasad
  • Jianxin Li
  • Aitazaz Farooque
  • Zaher Mundher Yaseen
Scientific Reports (2022) 12 (1)
Short-term electricity load time series prediction by machine learning model via feature selection and parameter optimization using hybrid cooperation search algorithm
  • Wen-jing Niu
  • Zhong-kai Feng
  • Shu-shan Li
  • Hui-jun Wu
  • Jia-yang Wang
Environmental Research Letters (2021) 16 (5): 055032.
Coupling Singular Spectrum Analysis with Least Square Support Vector Machine to Improve Accuracy of SPI Drought Forecasting
  • Quoc Bao Pham
  • Tao-Chang Yang
  • Chen-Min Kuo
  • Hung-Wei Tseng
  • Pao-Shan Yu
Water Resources Management (2021) 35 (3): 847.
Relationship Analysis of Radar Echo and Rainfall Based on Machine Learning
  • 建伟 黄
Software Engineering and Applications (2021) 10 (01): 35.
Seasonal rainfall hindcasting using ensemble multi-stage genetic programming
  • Ali Danandeh Mehr
Theoretical and Applied Climatology (2021) 143 (1-2): 461.
Uzun-Kısa Süreli Bellek Ağlarının Nehir Akım Tahmininde Farklı Optimizasyonlarla Karşılaştırılması Ve Tekil Spektrum Analizinin Etkisi
  • Hüseyin Çağan KILINÇ
European Journal of Science and Technology (2021)
WITHDRAWN: Internet of things integrated smart agriculture for weather predictions and preventive mechanism
  • Siripuri Kiran
  • Satya Sandeep Kanumalli
  • Komanduri Venkata Sesha Sai Rama Krishna
  • Naresh Chandra
Materials Today: Proceedings (2021)
Application of complex networks for monthly rainfall dynamics over central Vietnam
  • Mohammad Ali Ghorbani
  • Vahid Karimi
  • Heikki Ruskeepää
  • Bellie Sivakumar
  • Quoc Bao Pham
  • Fatemeh Mohammadi
  • Nazly Yasmin
Stochastic Environmental Research and Risk Assessment (2021) 35 (3): 535.
Performance Comparison of Machine Learning Models for Annual Precipitation Prediction Using Different Decomposition Methods
  • Chao Song
  • Xiaohong Chen
Remote Sensing (2021) 13 (5): 1018.
A Bernoulli-Gamma hierarchical Bayesian model for daily rainfall forecasts
  • Carlos H.R. Lima
  • Hyun-Han Kwon
  • Yong-Tak Kim
Journal of Hydrology (2021) 599: 126317.
An ET-Based Two-Phase Method for the Calibration and Application of Distributed Hydrological Models
  • Zhandong Sun
  • Tom Lotz
  • Qun Huang
Water Resources Management (2021) 35 (3): 1065.
Pseudo-cumulative distribution function with applications
  • Hamzeh Agahi
  • Hossein Mehri-Dehnavi
Soft Computing (2021) 25 (15): 9693.
Short-Term Forecasting of Daily Confirmed COVID-19 Cases in Malaysia Using RF-SSA Model
  • Shazlyn Milleana Shaharudin
  • Shuhaida Ismail
  • Noor Artika Hassan
  • Mou Leong Tan
  • Nurul Ainina Filza Sulaiman
Frontiers in Public Health (2021) 9
Daily rainfall estimates considering seasonality from a MODWT-ANN hybrid model
  • Evanice Pinheiro Gomes
  • Claudio José Cavalcante Blanco
Journal of Hydrology and Hydromechanics (2021) 69 (1): 13.
Rainfall Forecast Model Based on the TabNet Model
  • Jianzhuo Yan
  • Tianyu Xu
  • Yongchuan Yu
  • Hongxia Xu
Water (2021) 13 (9): 1272.
A Novel Combined Prediction Model for Monthly Mean Precipitation With Error Correction Strategy
  • Guohui Li
  • Wanni Chang
  • Hong Yang
IEEE Access (2020) 8: 141432.
Linking Singular Spectrum Analysis and Machine Learning for Monthly Rainfall Forecasting
  • Pa Ousman Bojang
  • Tao-Chang Yang
  • Quoc Bao Pham
  • Pao-Shan Yu
Applied Sciences (2020) 10 (9): 3224.
Groundwater Prediction Using Machine-Learning Tools
  • Eslam A. Hussein
  • Christopher Thron
  • Mehrdad Ghaziasgar
  • Antoine Bagula
  • Mattia Vaccari
Algorithms (2020) 13 (11): 300.
An ensemble genetic programming model for seasonal precipitation forecasting
  • Ali Danandeh Mehr
SN Applied Sciences (2020) 2 (11)
Application of Soft Computing Techniques for River Flow Prediction in the Downstream Catchment of Mahanadi River Basin Using Partial Duration Series, India
  • Nibedita Guru
  • Ramakar Jha
Iranian Journal of Science and Technology, Transactions of Civil Engineering (2020) 44 (1): 279.
Applicability of machine learning to a crack model in concrete bridges
  • Yuriko Okazaki
  • Shinichiro Okazaki
  • Shingo Asamoto
  • Pang‐jo Chun
Computer-Aided Civil and Infrastructure Engineering (2020) 35 (8): 775.
Application of Artificial Neural Networks, Support Vector Machine and Multiple Model-ANN to Sediment Yield Prediction
  • Sarita Gajbhiye Meshram
  • Vijay P. Singh
  • Ozgur Kisi
  • Vahid Karimi
  • Chandrashekhar Meshram
Water Resources Management (2020) 34 (15): 4561.
Detection and Localization of Overlapped Fruits Application in an Apple Harvesting Robot
  • Yuhua Jiao
  • Rong Luo
  • Qianwen Li
  • Xiaobo Deng
  • Xiang Yin
  • Chengzhi Ruan
  • Weikuan Jia
Electronics (2020) 9 (6): 1023.
Eco-hydrological estimation of event-based runoff coefficient using artificial intelligence models in Kasilian watershed, Iran
  • Hossein Pourasadoullah
  • Mehdi Vafakhah
  • Baharak Motamedvaziri
  • Hossein Eslami
  • Alireza Moghaddam Nia
Stochastic Environmental Research and Risk Assessment (2020) 34 (11): 1983.
Two-phase extreme learning machines integrated with the complete ensemble empirical mode decomposition with adaptive noise algorithm for multi-scale runoff prediction problems
  • Xiaohu Wen
  • Qi Feng
  • Ravinesh C. Deo
  • Min Wu
  • Zhenliang Yin
  • Linshan Yang
  • Vijay P Singh
Journal of Hydrology (2019) 570: 167.
Establishing a daily rainfall occurrence simulation model for the Langat River catchment, Malaysia
  • Chau Yuan Lian
  • Yuk Feng Huang
  • Lloyd Ling
Journal of Earth System Science (2019) 128 (2)
An Analytical Approach to Probabilistic Modeling of Liquefaction Based on Shear Wave Velocity
  • A. Johari
  • A. R. Khodaparast
  • A. A. Javadi
Iranian Journal of Science and Technology, Transactions of Civil Engineering (2019) 43 (S1): 263.
Self-organizing mapping based swarm intelligence for secondary and tertiary proteins classification
  • Md. Sarwar Kamal
  • Md. Golam Sarowar
  • Nilanjan Dey
  • Amira S. Ashour
  • Shamim H. Ripon
  • B. K. Panigrahi
  • João Manuel R. S. Tavares
International Journal of Machine Learning and Cybernetics (2019) 10 (2): 229.
Multiobjective optimized bipedal locomotion
  • Manish Raj
  • Vijay Bhaskar Semwal
  • G C Nandi
International Journal of Machine Learning and Cybernetics (2019) 10 (8): 1997.
Pareto-optimal MPSA-MGGP: A new gene-annealing model for monthly rainfall forecasting
  • Ali Danandeh Mehr
  • Masood Jabarnejad
  • Vahid Nourani
Journal of Hydrology (2019) 571: 406.
Pricing European options under uncertainty with application of Levy processes and the minimal Lq equivalent martingale measure
  • Piotr Nowak
  • Michał Pawłowski
Journal of Computational and Applied Mathematics (2019) 345: 416.
Land cover change detection using focused time delay neural network
  • Sangram Panigrahi
  • Kesari Verma
  • Priyanka Tripathi
Soft Computing (2019) 23 (17): 7699.
Rock slope damage level prediction by using multivariate adaptive regression splines (MARS)
  • Tarkan Erdik
  • Ali Osman Pektas
Neural Computing and Applications (2019) 31 (7): 2269.
A nonstationary accelerating alternating direction method for frame-based Poissonian image deblurring
  • Jie Huang
  • Ting-Zhu Huang
Journal of Computational and Applied Mathematics (2019) 352: 181.
Prediction of the five-day biochemical oxygen demand and chemical oxygen demand in natural streams using machine learning methods
  • Mohammad Najafzadeh
  • Alireza Ghaemi
Environmental Monitoring and Assessment (2019) 191 (6)
Prediction Characteristics of Free and Submerged Hydraulic Jumps on Horizontal and Sloping Beds using SVM Method
  • Kiyoumars Roushangar
  • Farzin Homayounfar
KSCE Journal of Civil Engineering (2019) 23 (11): 4696.
  • IWA Publishing
  • Republic – Export Building, Units 1.04 & 1.05
  • 1 Clove Crescent
  • London, E14 2BA, UK
  • Telephone: +44 208 054 8208
  • Fax: +44 207 654 5555
Close Modal
This Feature Is Available To Subscribers Only

or Create an Account

Close Modal
Close Modal
This site uses cookies. By continuing to use our website, you are agreeing to our privacy policy.
Accept