4.5 Article

Estimation of monthly reference evapotranspiration using novel hybrid machine learning approaches

Related references

Note: Only part of the references are listed.
Article Computer Science, Artificial Intelligence

GEP and MLR approaches for the prediction of reference evapotranspiration

Mohamed A. Mattar et al.

NEURAL COMPUTING & APPLICATIONS (2019)

Article Automation & Control Systems

Optimal Tuning for Load Frequency Control Using Ant Lion Algorithm in Multi-Area Interconnected Power System

Nour El Yakine Kouba et al.

INTELLIGENT AUTOMATION AND SOFT COMPUTING (2019)

Article Water Resources

Polynomial chaos expansion and response surface method for nonlinear modelling of reference evapotranspiration

Behrooz Keshtegar et al.

HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES (2019)

Article Agriculture, Multidisciplinary

Data splitting strategies for improving data driven models for reference evapotranspiration estimation among similar stations

Jalal Shiri et al.

COMPUTERS AND ELECTRONICS IN AGRICULTURE (2019)

Article Engineering, Civil

Evaluation of CatBoost method for prediction of reference evapotranspiration in humid regions

Guomin Huang et al.

JOURNAL OF HYDROLOGY (2019)

Article Agriculture, Multidisciplinary

Reference evapotranspiration estimation and modeling of the Punjab Northern India using deep learning

Mandeep Kaur Saggi et al.

COMPUTERS AND ELECTRONICS IN AGRICULTURE (2019)

Article Multidisciplinary Sciences

Accelerated Opposition-Based Antlion Optimizer with Application to Order Reduction of Linear Time-Invariant Systems

Shail Kumar Dinkar et al.

ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING (2019)

Article Geosciences, Multidisciplinary

Rainfall-runoff modeling in hilly watershed using heuristic approaches with gamma test

Anita Singh et al.

ARABIAN JOURNAL OF GEOSCIENCES (2018)

Article Engineering, Multidisciplinary

Coupling a firefly algorithm with support vector regression to predict evaporation in northern Iran

Roozbeh Moazenzadeh et al.

ENGINEERING APPLICATIONS OF COMPUTATIONAL FLUID MECHANICS (2018)

Article Agricultural Engineering

Daily Pan Evaporation Estimation Using Heuristic Methods with Gamma Test

Anurag Malik et al.

JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING (2018)

Article Meteorology & Atmospheric Sciences

Untitled

METEOROLOGICAL APPLICATIONS (2018)

Article Agricultural Engineering

Daily Pan Evaporation Estimation Using Heuristic Methods with Gamma Test

Anurag Malik et al.

JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING (2018)

Article Engineering, Multidisciplinary

Forecasting pan evaporation with an integrated artificial neural network quantum-behaved particle swarm optimization model: a case study in Talesh, Northern Iran

Mohammad Ali Ghorbani et al.

ENGINEERING APPLICATIONS OF COMPUTATIONAL FLUID MECHANICS (2018)

Article Environmental Sciences

Evolving connectionist systems (ECoSs): a new approach for modeling daily reference evapotranspiration (ET0)

Salim Heddam et al.

ENVIRONMENTAL MONITORING AND ASSESSMENT (2018)

Article Computer Science, Artificial Intelligence

Performance evaluation of hybrid Wavelet-ANN and Wavelet-ANFIS models for estimating evapotranspiration in arid regions of India

Amit Prakash Patil et al.

NEURAL COMPUTING & APPLICATIONS (2017)

Article Agricultural Engineering

Evaluation of Valiantzas' Simplified Forms of the FAO-56 Penman-Monteith Reference Evapotranspiration Model in a Humid Climate

Koffi Djaman et al.

JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING (2017)

Editorial Material Environmental Sciences

Use of Meta-Heuristic Techniques in Rainfall-Runoff Modelling

Kwok-wing Chau

WATER (2017)

Article Agricultural Engineering

Evaluation of Valiantzas' Simplified Forms of the FAO-56 Penman-Monteith Reference Evapotranspiration Model in a Humid Climate

Koffi Djaman et al.

JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING (2017)

Article Agriculture, Multidisciplinary

Daily suspended sediment concentration simulation using hydrological data of Pranhita River Basin, India

Anurag Malik et al.

COMPUTERS AND ELECTRONICS IN AGRICULTURE (2017)

Article Computer Science, Artificial Intelligence

Multi-Verse Optimizer: a nature-inspired algorithm for global optimization

Seyedali Mirjalili et al.

NEURAL COMPUTING & APPLICATIONS (2016)

Article Computer Science, Interdisciplinary Applications

The Whale Optimization Algorithm

Seyedali Mirjalili et al.

ADVANCES IN ENGINEERING SOFTWARE (2016)

Article Computer Science, Artificial Intelligence

Training feedforward neural networks using multi-verse optimizer for binary classification problems

Hossam Faris et al.

APPLIED INTELLIGENCE (2016)

Article Agricultural Engineering

Estimating Evapotranspiration Using an Extreme Learning Machine Model: Case Study in North Bihar, India

Deepak Kumar et al.

JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING (2016)

Article Agricultural Engineering

Estimating Evapotranspiration Using an Extreme Learning Machine Model: Case Study in North Bihar, India

Deepak Kumar et al.

JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING (2016)

Article Computer Science, Interdisciplinary Applications

The Ant Lion Optimizer

Seyedali Mirjalili

ADVANCES IN ENGINEERING SOFTWARE (2015)

Article Computer Science, Artificial Intelligence

How effective is the Grey Wolf optimizer in training multi-layer perceptrons

Seyedali Mirjalili

APPLIED INTELLIGENCE (2015)

Article Agriculture, Multidisciplinary

Long-term monthly evapotranspiration modeling by several data-driven methods without climatic data

Ozgur Kisi et al.

COMPUTERS AND ELECTRONICS IN AGRICULTURE (2015)

Article Meteorology & Atmospheric Sciences

Investigation of Valiantzas' evapotranspiration equation in Iran

Mohammad Valipour

THEORETICAL AND APPLIED CLIMATOLOGY (2015)

Article Computer Science, Interdisciplinary Applications

Grey Wolf Optimizer

Seyedali Mirjalili et al.

ADVANCES IN ENGINEERING SOFTWARE (2014)

Article Engineering, Civil

Simplified Reference Evapotranspiration Formula Using an Empirical Impact Factor for Penman's Aerodynamic Term

John D. Valiantzas

JOURNAL OF HYDROLOGIC ENGINEERING (2013)

Article Agricultural Engineering

Simple ET0 Forms of Penman's Equation without Wind and/or Humidity Data. I: Theoretical Development

John D. Valiantzas

JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING (2013)

Article Computer Science, Artificial Intelligence

Multilayer perceptron for reference evapotranspiration estimation in a semiarid region

Hossein Tabari et al.

NEURAL COMPUTING & APPLICATIONS (2013)

Article Meteorology & Atmospheric Sciences

Estimation of evapotranspiration based on only air temperature data using artificial neural networks for a subtropical climate in Iran

Ali Rahimikhoob

THEORETICAL AND APPLIED CLIMATOLOGY (2010)

Article Engineering, Civil

Simplified versions for the Penman evaporation equation using routine weather data

John D. Valiantzas

JOURNAL OF HYDROLOGY (2006)

Article Agronomy

Testing evapotranspiration equations using lysimeter observations in a semiarid climate

R. Lopez-Urrea et al.

AGRICULTURAL WATER MANAGEMENT (2006)

Article Meteorology & Atmospheric Sciences

Summarizing multiple aspects of model performance in a single diagram.

KE Taylor

JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES (2001)