Monthly evapotranspiration estimation using optimal climatic parameters: efficacy of hybrid support vector regression integrated with whale optimization algorithm
出版年份 2020 全文链接
标题
Monthly evapotranspiration estimation using optimal climatic parameters: efficacy of hybrid support vector regression integrated with whale optimization algorithm
作者
关键词
-
出版物
ENVIRONMENTAL MONITORING AND ASSESSMENT
Volume 192, Issue 11, Pages -
出版商
Springer Science and Business Media LLC
发表日期
2020-10-11
DOI
10.1007/s10661-020-08659-7
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。- Artificial Neural Network and Grey Wolf Optimizer Based Surrogate Simulation-Optimization Model for Groundwater Remediation
- (2020) Partha Majumder et al. WATER RESOURCES MANAGEMENT
- Comparative assessment of modelled and empirical reference evapotranspiration methods for a brazilian savanna
- (2020) Luiz C.G. Valle Júnior et al. AGRICULTURAL WATER MANAGEMENT
- New approach to estimate daily reference evapotranspiration based on hourly temperature and relative humidity using machine learning and deep learning
- (2020) Lucas Borges Ferreira et al. AGRICULTURAL WATER MANAGEMENT
- Artificial intelligence models versus empirical equations for modeling monthly reference evapotranspiration
- (2020) Yazid Tikhamarine et al. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH
- Suspended Sediment Prediction using Integrative Soft Computing Models: On the Analogy between the Butterfly Optimization and Genetic Algorithms
- (2020) Marzieh Fadaee et al. Geocarto International
- Forecasting daily reference evapotranspiration for Canada using the Penman–Monteith model and statistically downscaled global climate model projections
- (2020) Xiaohui Yan et al. Alexandria Engineering Journal
- Modeling daily reference evapotranspiration via a novel approach based on support vector regression coupled with whale optimization algorithm
- (2020) Babak Mohammadi et al. AGRICULTURAL WATER MANAGEMENT
- Suspended sediment load prediction using artificial neural network and ant lion optimization algorithm
- (2020) Fatemeh Barzegari Banadkooki et al. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH
- Comparative Study of Time Series Models, Support Vector Machines, and GMDH in Forecasting Long-Term Evapotranspiration Rates in Northern Iran
- (2020) Afshin Ashrafzadeh et al. JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING
- A novel approach for predicting daily pan evaporation in the coastal regions of Iran using support vector regression coupled with krill herd algorithm model
- (2020) Yiqing Guan et al. THEORETICAL AND APPLIED CLIMATOLOGY
- Rainfall-runoff modelling using improved machine learning methods: Harris hawks optimizer vs. particle swarm optimization
- (2020) Yazid Tikhamarine et al. JOURNAL OF HYDROLOGY
- Support vector regression optimized by meta-heuristic algorithms for daily streamflow prediction
- (2020) Anurag Malik et al. STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT
- Evapotranspiration evaluation models based on machine learning algorithms—A comparative study
- (2019) Francesco Granata AGRICULTURAL WATER MANAGEMENT
- Estimation of reference evapotranspiration in Brazil with limited meteorological data using ANN and SVM – A new approach
- (2019) Lucas Borges Ferreira et al. JOURNAL OF HYDROLOGY
- A binary multi-verse optimizer for 0-1 multidimensional knapsack problems with application in interactive multimedia systems
- (2019) Mohamed Abdel-Basset et al. COMPUTERS & INDUSTRIAL ENGINEERING
- Evaluating the performance of four different heuristic approaches with Gamma test for daily suspended sediment concentration modeling
- (2019) Anurag Malik et al. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH
- A new intelligent method for monthly streamflow prediction: hybrid wavelet support vector regression based on grey wolf optimizer (WSVR–GWO)
- (2019) Yazid Tikhamarine et al. Arabian Journal of Geosciences
- Pan evaporation modeling by three different neuro-fuzzy intelligent systems using climatic inputs
- (2019) Rana Muhammad Adnan et al. Arabian Journal of Geosciences
- Estimation of monthly reference evapotranspiration using novel hybrid machine learning approaches
- (2019) Yazid Tikhamarine et al. HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES
- The viability of co-active fuzzy inference system model for monthly reference evapotranspiration estimation: case study of Uttarakhand State
- (2019) Anurag Malik et al. HYDROLOGY RESEARCH
- Meteorological data mining and hybrid data-intelligence models for reference evaporation simulation: A case study in Iraq
- (2019) Khabat Khosravi et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Improving artificial intelligence models accuracy for monthly streamflow forecasting using grey Wolf optimization (GWO) algorithm
- (2019) Yazid Tikhamarine et al. JOURNAL OF HYDROLOGY
- Potential of Hybrid Data-Intelligence Algorithms for Multi-Station Modelling of Rainfall
- (2019) Quoc Bao Pham et al. WATER RESOURCES MANAGEMENT
- Using gene expression programming in monthly reference evapotranspiration modeling: A case study in Egypt
- (2018) Mohamed A. Mattar AGRICULTURAL WATER MANAGEMENT
- Reference evapotranspiration prediction using hybridized fuzzy model with firefly algorithm: Regional case study in Burkina Faso
- (2018) Hai Tao et al. AGRICULTURAL WATER MANAGEMENT
- Rainfall-runoff modeling in hilly watershed using heuristic approaches with gamma test
- (2018) Anita Singh et al. Arabian Journal of Geosciences
- Survey of different data-intelligent modeling strategies for forecasting air temperature using geographic information as model predictors
- (2018) Hadi Sanikhani et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Improving the performance of the mass transfer-based reference evapotranspiration estimation approaches through a coupled wavelet-random forest methodology
- (2018) Jalal Shiri JOURNAL OF HYDROLOGY
- Ant Lion Optimization algorithm for kidney exchanges
- (2018) Eslam Hamouda et al. PLoS One
- Comparison of SVM, ANFIS and GEP in modeling monthly potential evapotranspiration in an arid region (Case study: Sistan and Baluchestan Province, Iran)
- (2018) Omolbani Mohammadrezapour et al. Water Science and Technology-Water Supply
- Modelling reference evapotranspiration using a new wavelet conjunction heuristic method: Wavelet extreme learning machine vs wavelet neural networks
- (2018) Ozgur Kisi et al. AGRICULTURAL AND FOREST METEOROLOGY
- Evolving connectionist systems (ECoSs): a new approach for modeling daily reference evapotranspiration (ET0)
- (2018) Salim Heddam et al. ENVIRONMENTAL MONITORING AND ASSESSMENT
- An Ant-Lion Optimizer-Trained Artificial Neural Network System for Chaotic Electroencephalogram (EEG) Prediction
- (2018) Utku Kose Applied Sciences-Basel
- Reference evapotranspiration estimation and modeling of the Punjab Northern India using deep learning
- (2018) Mandeep Kaur Saggi et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Evaluation of several soft computing methods in monthly evapotranspiration modelling
- (2017) Siavash Gavili et al. METEOROLOGICAL APPLICATIONS
- Forecasting of Multi-Step Ahead Reference Evapotranspiration Using Wavelet- Gaussian Process Regression Model
- (2017) Masoud Karbasi WATER RESOURCES MANAGEMENT
- Estimation of daily reference evapotranspiration by neuro computing techniques using limited data in a semi-arid environment
- (2017) Paul Banda et al. Archives of Agronomy and Soil Science
- The Whale Optimization Algorithm
- (2016) Seyedali Mirjalili et al. ADVANCES IN ENGINEERING SOFTWARE
- Modeling reference evapotranspiration using three different heuristic regression approaches
- (2016) Ozgur Kisi AGRICULTURAL WATER MANAGEMENT
- Artificial neural networks versus gene expression programming for estimating reference evapotranspiration in arid climate
- (2016) Mohamed A. Yassin et al. AGRICULTURAL WATER MANAGEMENT
- Estimating Evapotranspiration Using an Extreme Learning Machine Model: Case Study in North Bihar, India
- (2016) Deepak Kumar et al. JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING
- Estimating Evapotranspiration Using an Extreme Learning Machine Model: Case Study in North Bihar, India
- (2016) Deepak Kumar et al. JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING
- The Ant Lion Optimizer
- (2015) Seyedali Mirjalili ADVANCES IN ENGINEERING SOFTWARE
- Long-term monthly evapotranspiration modeling by several data-driven methods without climatic data
- (2015) Ozgur Kisi et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Multi-Verse Optimizer: a nature-inspired algorithm for global optimization
- (2015) Seyedali Mirjalili et al. NEURAL COMPUTING & APPLICATIONS
- Monthly river flow forecasting using artificial neural network and support vector regression models coupled with wavelet transform
- (2012) Aman Mohammad Kalteh COMPUTERS & GEOSCIENCES
- Simplified Reference Evapotranspiration Formula Using an Empirical Impact Factor for Penman’s Aerodynamic Term
- (2012) John D. Valiantzas JOURNAL OF HYDROLOGIC ENGINEERING
- Simple ET0 Forms of Penman’s Equation without Wind and/or Humidity Data. I: Theoretical Development
- (2012) John D. Valiantzas JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING
- Dry matter and qualitative characteristics of alfalfa as affected by harvest times and soil water content
- (2011) G. Testa et al. EUROPEAN JOURNAL OF AGRONOMY
- Evaluation of FAO Penman–Monteith and alternative methods for estimating reference evapotranspiration with missing data in Southern Ontario, Canada
- (2009) Paulo C. Sentelhas et al. AGRICULTURAL WATER MANAGEMENT
Add your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload NowAsk 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