Annual Rainfall Forecasting Using Hybrid Artificial Intelligence Model: Integration of Multilayer Perceptron with Whale Optimization Algorithm
Published 2020 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Annual Rainfall Forecasting Using Hybrid Artificial Intelligence Model: Integration of Multilayer Perceptron with Whale Optimization Algorithm
Authors
Keywords
-
Journal
WATER RESOURCES MANAGEMENT
Volume 34, Issue 2, Pages 733-746
Publisher
Springer Science and Business Media LLC
Online
2020-01-08
DOI
10.1007/s11269-019-02473-8
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Daily global solar radiation modeling using data-driven techniques and empirical equations in a semi-arid climate
- (2019) Saeed Samadianfard et al. Engineering Applications of Computational Fluid Mechanics
- Modeling monthly pan evaporation using wavelet support vector regression and wavelet artificial neural networks in arid and humid climates
- (2019) Sultan Noman Qasem et al. Engineering Applications of Computational Fluid Mechanics
- Dew Point Temperature Estimation: Application of Artificial Intelligence Model Integrated with Nature-Inspired Optimization Algorithms
- (2019) Sujay Naganna et al. Water
- Decomposition genetic programming: An extensive evaluation on rainfall prediction in the context of weather derivatives
- (2018) Sam Cramer et al. APPLIED SOFT COMPUTING
- Gene expression programming to predict Manning’s n in meandering flows
- (2018) Arpan Pradhan et al. CANADIAN JOURNAL OF CIVIL ENGINEERING
- The influence of climatic inputs on stream-flow pattern forecasting: case study of Upper Senegal River
- (2018) Lamine Diop et al. Environmental Earth Sciences
- A hybrid support vector regression–firefly model for monthly rainfall forecasting
- (2018) A. Danandeh Mehr et al. International Journal of Environmental Science and Technology
- Hybrid Adaptive Neuro-Fuzzy Models for Water Quality Index Estimation
- (2018) Zaher Mundher Yaseen et al. WATER RESOURCES MANAGEMENT
- A hybrid linear–nonlinear approach to predict the monthly rainfall over the Urmia Lake watershed using wavelet-SARIMAX-LSSVM conjugated model
- (2017) Jamileh Farajzadeh et al. JOURNAL OF HYDROINFORMATICS
- Forecasting Evaporative Loss by Least-Square Support-Vector Regression and Evaluation with Genetic Programming, Gaussian Process, and Minimax Probability Machine Regression: Case Study of Brisbane City
- (2017) Ravinesh C. Deo et al. JOURNAL OF HYDROLOGIC ENGINEERING
- Novel approach for streamflow forecasting using a hybrid ANFIS-FFA model
- (2017) Zaher Mundher Yaseen et al. JOURNAL OF HYDROLOGY
- A Genetic Programming Approach to System Identification of Rainfall-Runoff Models
- (2017) Jayashree Chadalawada et al. WATER RESOURCES MANAGEMENT
- The Whale Optimization Algorithm
- (2016) Seyedali Mirjalili et al. ADVANCES IN ENGINEERING SOFTWARE
- A novel approach to estimate direct and indirect water withdrawals from satellite measurements: A case study from the Incomati basin
- (2015) M.W. van Eekelen et al. AGRICULTURE ECOSYSTEMS & ENVIRONMENT
- Deforestation and Sustainable Mixed-Use Landscapes: A View from the Eastern Himalaya1
- (2015) Kamaljit S. Bawa et al. ANNALS OF THE MISSOURI BOTANICAL GARDEN
- Land Use Change Impacts on Air Quality and Climate
- (2015) Colette L. Heald et al. CHEMICAL REVIEWS
- Effect of tree planting design and tree species on human thermal comfort in the tropics
- (2015) Loyde Vieira de Abreu-Harbich et al. LANDSCAPE AND URBAN PLANNING
- Soft-Computing Methodologies for Precipitation Estimation: A Case Study
- (2014) Shahaboddin Shamshirband et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Forecasting Daily Precipitation Using Hybrid Model of Wavelet-Artificial Neural Network and Comparison with Adaptive Neurofuzzy Inference System (Case Study: Verayneh Station, Nahavand)
- (2014) Abazar Solgi et al. Advances in Civil Engineering
- Artificial neural networks modeling for forecasting the maximum daily total precipitation at Athens, Greece
- (2013) P.T. Nastos et al. ATMOSPHERIC RESEARCH
- Comparative evaluation of numerical model and artificial neural network for simulating groundwater flow in Kathajodi–Surua Inter-basin of Odisha, India
- (2013) S. Mohanty et al. JOURNAL OF HYDROLOGY
- Monthly Rainfall Prediction Using Wavelet Neural Network Analysis
- (2013) R. Venkata Ramana et al. WATER RESOURCES MANAGEMENT
- Precipitation forecasting by using wavelet-support vector machine conjunction model
- (2011) Ozgur Kisi et al. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
- Precipitation Forecast Using Artificial Neural Networks in Specific Regions of Greece
- (2011) Kostas P. Moustris et al. WATER RESOURCES MANAGEMENT
- Forecasting of rainfall using ocean-atmospheric indices with a fuzzy neural technique
- (2010) Gaurav Srivastava et al. JOURNAL OF HYDROLOGY
- A combined neural-wavelet model for prediction of Ligvanchai watershed precipitation
- (2008) Vahid Nourani et al. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExplorePublish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn More