Development of new machine learning model for streamflow prediction: case studies in Pakistan
出版年份 2021 全文链接
标题
Development of new machine learning model for streamflow prediction: case studies in Pakistan
作者
关键词
-
出版物
STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT
Volume -, Issue -, Pages -
出版商
Springer Science and Business Media LLC
发表日期
2021-10-18
DOI
10.1007/s00477-021-02111-z
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- (2021) Pouya Aghelpour et al. STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT
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- (2021) Habibeh Sharifi et al. WATER RESOURCES MANAGEMENT
- A Comparative Study on Prediction of Monthly Streamflow Using Hybrid ANFIS-PSO Approaches
- (2021) Sandeep Samanataray et al. KSCE Journal of Civil Engineering
- Streamflow Prediction Based on Artificial Intelligence Techniques
- (2021) Sarita Gajbhiye Meshram et al. Iranian Journal of Science and Technology-Transactions of Civil Engineering
- Comparison of three different bio-inspired algorithms to improve ability of neuro fuzzy approach in prediction of agricultural drought, based on three different indexes
- (2020) Pouya Aghelpour et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
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- (2020) N. Himanshu et al. ENGINEERING WITH COMPUTERS
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- (2020) Weiwei Bi et al. Water
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- (2020) Meysam Alizamir et al. Acta Geophysica
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- (2020) Yuxin Wang et al. Water
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- (2020) Biljana Petković et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Streamflow forecasting using extreme gradient boosting model coupled with Gaussian mixture model
- (2020) Lingling Ni et al. JOURNAL OF HYDROLOGY
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- (2020) Tabbi Wilberforce et al. Sustainability
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- (2020) Meisam Babanezhad et al. Scientific Reports
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- (2019) Majid Dehghani et al. Energies
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- (2019) Wei Chen et al. JOURNAL OF HYDROLOGY
- Incorporating synoptic-scale climate signals for streamflow modelling over the Mediterranean region using machine learning models
- (2019) Ozgur Kisi et al. HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES
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- (2019) Wen-jing Niu et al. APPLIED SOFT COMPUTING
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- (2013) A. Belayneh et al. JOURNAL OF HYDROLOGY
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- (2012) O. Faruk Dursun et al. JOURNAL OF HYDROLOGY
- Advancing monthly streamflow prediction accuracy of CART models using ensemble learning paradigms
- (2012) Halil Ibrahim Erdal et al. JOURNAL OF HYDROLOGY
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- (2012) Leila Naderloo et al. MEASUREMENT
- Monthly streamflow forecasting based on improved support vector machine model
- (2011) Jun Guo 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
- Genetic algorithm for the pair distribution function of the electron gas
- (2011) Fernando Vericat et al. Interdisciplinary Sciences-Computational Life Sciences
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- (2010) H. Abbasi et al. JOURNAL OF HYDROINFORMATICS
- Reconstructing missing daily precipitation data using regression trees and artificial neural networks for SWAT streamflow simulation
- (2010) Jung-Woo Kim et al. JOURNAL OF HYDROLOGY
- Evaluation of rainfall and discharge inputs used by Adaptive Network-based Fuzzy Inference Systems (ANFIS) in rainfall–runoff modeling
- (2010) Amin Talei et al. JOURNAL OF HYDROLOGY
- Prediction of rainfall time series using modular artificial neural networks coupled with data-preprocessing techniques
- (2010) C.L. Wu et al. JOURNAL OF HYDROLOGY
- An artificial neural network (p,d,q) model for timeseries forecasting
- (2009) Mehdi Khashei et al. EXPERT SYSTEMS WITH APPLICATIONS
- Streamflow forecasting using functional-coefficient time series model with periodic variation
- (2009) Quanxi Shao et al. JOURNAL OF HYDROLOGY
- Particle Swarm Optimization applied to the design of water supply systems
- (2008) Idel Montalvo et al. COMPUTERS & MATHEMATICS WITH APPLICATIONS
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