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Estimating daily reference evapotranspiration using hybrid gamma test-least square support vector machine, gamma test-ANN, and gamma test-ANFIS models in an arid area of Iran

Journal of water and climate change, 2020-03, Vol.11 (1), p.217-240

2020

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Application of Machine Learning Models in Agricultural and Meteorological Sciences

1, 2023

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Comparative analysis of soft computing techniques RBF, MLP, and ANFIS with MLR and MNLR for predicting grade-control scour hole geometry

Engineering applications of computational fluid mechanics, 2019-01, Vol.13 (1), p.529-550

2019

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Pan evaporation estimation and derivation of explicit optimized equations by novel hybrid meta-heuristic ANN based methods in different climates of Iran

Computers and electronics in agriculture, 2020-06, Vol.173, p.105418, Article 105418

2020

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Uncertainty Assessment of WinSRFR Furrow Irrigation Simulation Model Using the GLUE Framework under Variability in Geometry Cross Section, Infiltration, and Roughness Parameters

Water (Basel), 2023-03, Vol.15 (6), p.1250

2023

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

Journal of hydrology (Amsterdam), 2019-09, Vol.576, p.698-725

2019

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Uncertainty analysis of water quality index (WQI) for groundwater quality evaluation: Application of Monte-Carlo method for weight allocation

Ecological indicators, 2020-10, Vol.117, p.106653, Article 106653

2020

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Uncertainties of instantaneous influent flow predictions by intelligence models hybridized with multi-objective shark smell optimization algorithm

Journal of hydrology (Amsterdam), 2020-08, Vol.587, p.124977, Article 124977

2020

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Improving one-dimensional pollution dispersion modeling in rivers using ANFIS and ANN-based GA optimized models

Environmental science and pollution research international, 2019, Vol.26 (1), p.867-885

2019

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A robust integrated Bayesian multi-model uncertainty estimation framework (IBMUEF) for quantifying the uncertainty of hybrid meta-heuristic in global horizontal irradiation predictions

Energy conversion and management, 2021-08, Vol.241, p.114292, Article 114292

2021

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Uncertainty and spatial analysis in wheat yield prediction based on robust inclusive multiple models

Environmental science and pollution research international, 2023-02, Vol.30 (8), p.20887-20906

2023

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Uncertainty analysis in bed load transport prediction of gravel bed rivers by ANN and ANFIS

Arabian journal of geosciences, 2018-11, Vol.11 (21), p.1-20, Article 688

2018

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Modeling and Uncertainty Analysis of Groundwater Level Using Six Evolutionary Optimization Algorithms Hybridized with ANFIS, SVM, and ANN

Sustainability, 2020-05, Vol.12 (10), p.4023

2020

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Multi-model ensemble prediction of pan evaporation based on the Copula Bayesian Model Averaging approach

Engineering applications of artificial intelligence, 2022-09, Vol.114, p.105124, Article 105124

2022

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A novel equation for longitudinal dispersion coefficient prediction based on the hybrid of SSMD and whale optimization algorithm

The Science of the total environment, 2020-05, Vol.716, p.137007-137007, Article 137007

2020

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GLUE uncertainty analysis of hybrid models for predicting hourly soil temperature and application wavelet coherence analysis for correlation with meteorological variables

Soft computing (Berlin, Germany), 2021-08, Vol.25 (16), p.10723-10748

2021

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Pareto Optimal Multigene Genetic Programming for Prediction of Longitudinal Dispersion Coefficient

Water resources management, 2019-02, Vol.33 (3), p.905-921

2019

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Predicting Hydropower Production Using Deep Learning CNN-ANN Hybridized with Gaussian Process Regression and Salp Algorithm

Water resources management, 2023-07, Vol.37 (9), p.3671-3697

2023

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GLUE analysis of meteorological-based crop coefficient predictions to derive the explicit equation

Neural computing & applications, 2023-07, Vol.35 (20), p.14799-14824

2023

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Uncertainty Analysis of Quasi-Two-Dimensional Flow Simulation in Compound Channels with Overbank Flows

Journal of Hydrology and Hydromechanics, 2011-09, Vol.59 (3), p.171

2011

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Qualitative Zoning of Shahr-e-Babak Aquifer Based on its Corrosiveness, Sedimentation, and Applicability for Agricultural, Drinking, and Pressure Irrigation Uses

Āb va fāz̤ilāb : majallah-i ʻilmī, pizhūhishī, 2017-11, Vol.28 (5), p.92-105

2017

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Potential assessment of water harvesting from local wastewater treatment plants (Case study: Rotating Biological Contactor, RBC)

Water Harvesting Research, 2021-12, Vol.4 (2), p.210-216

2021

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The Importance of Agricultural and Meteorological Predictions Using Machine Learning Models

Application of Machine Learning Models in Agricultural and Meteorological Sciences, 2023, p.1-22

2023

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Predicting Rainfall Using Inclusive Multiple Model and Radial Basis Function Neural Network

Application of Machine Learning Models in Agricultural and Meteorological Sciences, 2023, p.101-115

2023

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Predicting Dew Point Using Optimized Least Square Support Vector Machine Models

Application of Machine Learning Models in Agricultural and Meteorological Sciences, 2023, p.187-196

2023

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Estimating daily reference evapotranspiration using hybrid gamma test-least square support vector machine, gamma test-ANN, and gamma test-ANFIS models in an arid area of Iran

Application of Machine Learning Models in Agricultural and Meteorological Sciences

Comparative analysis of soft computing techniques RBF, MLP, and ANFIS with MLR and MNLR for predicting grade-control scour hole geometry

Pan evaporation estimation and derivation of explicit optimized equations by novel hybrid meta-heuristic ANN based methods in different climates of Iran

Uncertainty Assessment of WinSRFR Furrow Irrigation Simulation Model Using the GLUE Framework under Variability in Geometry Cross Section, Infiltration, and Roughness Parameters

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

Uncertainty analysis of water quality index (WQI) for groundwater quality evaluation: Application of Monte-Carlo method for weight allocation

Uncertainties of instantaneous influent flow predictions by intelligence models hybridized with multi-objective shark smell optimization algorithm

Improving one-dimensional pollution dispersion modeling in rivers using ANFIS and ANN-based GA optimized models

A robust integrated Bayesian multi-model uncertainty estimation framework (IBMUEF) for quantifying the uncertainty of hybrid meta-heuristic in global horizontal irradiation predictions

Uncertainty and spatial analysis in wheat yield prediction based on robust inclusive multiple models

Uncertainty analysis in bed load transport prediction of gravel bed rivers by ANN and ANFIS

Modeling and Uncertainty Analysis of Groundwater Level Using Six Evolutionary Optimization Algorithms Hybridized with ANFIS, SVM, and ANN

Multi-model ensemble prediction of pan evaporation based on the Copula Bayesian Model Averaging approach

A novel equation for longitudinal dispersion coefficient prediction based on the hybrid of SSMD and whale optimization algorithm

GLUE uncertainty analysis of hybrid models for predicting hourly soil temperature and application wavelet coherence analysis for correlation with meteorological variables

Pareto Optimal Multigene Genetic Programming for Prediction of Longitudinal Dispersion Coefficient

Predicting Hydropower Production Using Deep Learning CNN-ANN Hybridized with Gaussian Process Regression and Salp Algorithm

GLUE analysis of meteorological-based crop coefficient predictions to derive the explicit equation

Uncertainty Analysis of Quasi-Two-Dimensional Flow Simulation in Compound Channels with Overbank Flows

Qualitative Zoning of Shahr-e-Babak Aquifer Based on its Corrosiveness, Sedimentation, and Applicability for Agricultural, Drinking, and Pressure Irrigation Uses

Potential assessment of water harvesting from local wastewater treatment plants (Case study: Rotating Biological Contactor, RBC)

The Importance of Agricultural and Meteorological Predictions Using Machine Learning Models

Predicting Rainfall Using Inclusive Multiple Model and Radial Basis Function Neural Network

Predicting Dew Point Using Optimized Least Square Support Vector Machine Models

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