Using ensembles of adaptive neuro-fuzzy inference system and optimization algorithms to predict reference evapotranspiration in subtropical climatic zones

A review of the artificial intelligence methods in groundwater level modeling

(2019) Taher Rajaee et al.   JOURNAL OF HYDROLOGY

Explore an evolutionary recurrent ANFIS for modelling multi-step-ahead flood forecasts

(2019) Yanlai Zhou et al.   JOURNAL OF HYDROLOGY

Comparative evaluation of intelligent algorithms to improve adaptive neuro-fuzzy inference system performance in precipitation modelling

(2019) Armin Azad et al.   JOURNAL OF HYDROLOGY

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

Spatial prediction of groundwater potentiality using ANFIS ensembled with teaching-learning-based and biogeography-based optimization

(2019) Wei Chen et al.   JOURNAL OF HYDROLOGY

Generalized reference evapotranspiration models with limited climatic data based on random forest and gene expression programming in Guangxi, China

(2019) Sheng Wang et al.   AGRICULTURAL WATER MANAGEMENT

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

(2019) Guomin Huang et al.   JOURNAL OF HYDROLOGY

Novel forecasting models for immediate-short-term to long-term influent flow prediction by combining ANFIS and grey wolf optimization

(2019) Majid Dehghani et al.   JOURNAL OF HYDROLOGY

Supervised Machine Learning Techniques to the Prediction of Tunnel Boring Machine Penetration Rate

(2019) Hai Xu et al.   Applied Sciences-Basel

Daily reference evapotranspiration prediction based on hybridized extreme learning machine model with bio-inspired optimization algorithms: Application in contrasting climates of China

(2019) Lifeng Wu et al.   JOURNAL OF HYDROLOGY

Daily streamflow prediction using optimally pruned extreme learning machine

(2019) Rana Muhammad Adnan et al.   JOURNAL OF HYDROLOGY

Reference evapotranspiration prediction using hybridized fuzzy model with firefly algorithm: Regional case study in Burkina Faso

(2018) Hai Tao et al.   AGRICULTURAL WATER MANAGEMENT

Evapotranspiration estimation using four different machine learning approaches in different terrestrial ecosystems

(2018) Xianming Dou et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Application and Analysis of Methods for Selecting an Optimal Solution from the Pareto-Optimal Front obtained by Multiobjective Optimization

(2017) Zhiyuan Wang et al.   INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

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

Modeling reference evapotranspiration using three different heuristic regression approaches

(2016) Ozgur Kisi   AGRICULTURAL WATER MANAGEMENT

Comparison of ELM, GANN, WNN and empirical models for estimating reference evapotranspiration in humid region of Southwest China

(2016) Yu Feng et al.   JOURNAL OF HYDROLOGY

A nonlinear spatio-temporal lumping of radar rainfall for modeling multi-step-ahead inflow forecasts by data-driven techniques

(2016) Fi-John Chang et al.   JOURNAL OF HYDROLOGY

Modeling reference evapotranspiration with calculated targets. Assessment and implications

(2015) Pau Martí et al.   AGRICULTURAL WATER MANAGEMENT

Soft computing approaches for forecasting reference evapotranspiration

(2015) Milan Gocić et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Comparison of solar radiation models and their validation under Algerian climate – The case of direct irradiance

(2015) Omar Behar et al.   ENERGY CONVERSION AND MANAGEMENT

Local vs. external training of neuro-fuzzy and neural networks models for estimating reference evapotranspiration assessed throughk-fold testing

(2015) Jalal Shiri et al.   HYDROLOGY RESEARCH

Extreme Learning Machines: A new approach for prediction of reference evapotranspiration

(2015) Shafika Sultan Abdullah et al.   JOURNAL OF HYDROLOGY

Modeling daily reference ET in the karst area of northwest Guangxi (China) using gene expression programming (GEP) and artificial neural network (ANN)

(2015) Sheng Wang et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Local vs. external training of neuro-fuzzy and neural networks models for estimating reference evapotranspiration assessed throughk-fold testing

(2015) Jalal Shiri et al.   Hydrology Research

Comparison of heuristic and empirical approaches for estimating reference evapotranspiration from limited inputs in Iran

(2014) Jalal Shiri et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A review of validation methodologies and statistical performance indicators for modeled solar radiation data: Towards a better bankability of solar projects

(2014) Christian A. Gueymard   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

A review of approaches for evapotranspiration partitioning

(2013) D. Kool et al.   AGRICULTURAL AND FOREST METEOROLOGY

Partitioning evapotranspiration into soil evaporation and transpiration using a modified dual crop coefficient model in irrigated maize field with ground-mulching

(2013) Risheng Ding et al.   AGRICULTURAL WATER MANAGEMENT

General models for estimating daily global solar radiation for different solar radiation zones in mainland China

(2013) Mao-Fen Li et al.   ENERGY CONVERSION AND MANAGEMENT

The dual crop coefficient approach to estimate and partitioning evapotranspiration of the winter wheat–summer maize crop sequence in North China Plain

(2013) Baozhong Zhang et al.   IRRIGATION SCIENCE

Measurements of evapotranspiration from eddy-covariance systems and large aperture scintillometers in the Hai River Basin, China

(2013) S.M. Liu et al.   JOURNAL OF HYDROLOGY

Generalizability of Gene Expression Programming-based approaches for estimating daily reference evapotranspiration in coastal stations of Iran

(2013) Jalal Shiri et al.   JOURNAL OF HYDROLOGY

Localized biogeography-based optimization

(2013) Yu-Jun Zheng et al.   SOFT COMPUTING

Runoff conditions in the upper Danube basin under an ensemble of climate change scenarios

(2012) Harald Kling et al.   JOURNAL OF HYDROLOGY

SVM, ANFIS, regression and climate based models for reference evapotranspiration modeling using limited climatic data in a semi-arid highland environment

(2012) Hossein Tabari et al.   JOURNAL OF HYDROLOGY

Daily reference evapotranspiration modeling by using genetic programming approach in the Basque Country (Northern Spain)

(2011) Jalal Shiri et al.   JOURNAL OF HYDROLOGY

Forecasting daily potential evapotranspiration using machine learning and limited climatic data

(2010) Alfonso F. Torres et al.   AGRICULTURAL WATER MANAGEMENT

Determination of weights for ultimate cross efficiency using Shannon entropy

(2010) Jie Wu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Assessing the effort of meteorological variables for evaporation estimation by self-organizing map neural network

(2010) Fi-John Chang et al.   JOURNAL OF HYDROLOGY

Firefly algorithm, stochastic test functions and design optimisation

(2010) Xin She Yang   International Journal of Bio-Inspired Computation

Decomposition of the mean squared error and NSE performance criteria: Implications for improving hydrological modelling

(2009) Hoshin V. Gupta et al.   JOURNAL OF HYDROLOGY

Comparison of artificial neural network models and empirical and semi-empirical equations for daily reference evapotranspiration estimation in the Basque Country (Northern Spain)

(2008) Gorka Landeras et al.   AGRICULTURAL WATER MANAGEMENT

Biogeography-Based Optimization

(2008) D. Simon   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Reference evapotranspiration estimation using adaptive neuro-fuzzy inference systems

(2008) Emrah Doğan   IRRIGATION AND DRAINAGE