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Monitoring air pollution using Sentinel-5 satellite imagery: A case study of Razavi and South Khorasan provinces.
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- Sustainable Earth Review, 2024, v. 4, n. 4, p. 41, doi. 10.48308/set.2024.236905.1067
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- Article
Convolutional Neural Network -Support Vector Machine Model-Gaussian Process Regression: A New Machine Model for Predicting Monthly and Daily Rainfall.
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- Water Resources Management, 2023, v. 37, n. 9, p. 3631, doi. 10.1007/s11269-023-03519-8
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- Article
Convolutional Neural Network- ANN- E (Tanh): A New Deep Learning Model for Predicting Rainfall.
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- Water Resources Management, 2023, v. 37, n. 4, p. 1785, doi. 10.1007/s11269-023-03454-8
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- Article
Combining Radial Basis Function Neural Network Models and Inclusive Multiple Models for Predicting Suspended Sediment Loads.
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- Water Resources Management, 2022, v. 36, n. 11, p. 4313, doi. 10.1007/s11269-022-03256-4
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- Article
GLUE analysis of meteorological-based crop coefficient predictions to derive the explicit equation.
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- Neural Computing & Applications, 2023, v. 35, n. 20, p. 14799, doi. 10.1007/s00521-023-08466-4
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- Article
A hybrid bat–swarm algorithm for optimizing dam and reservoir operation.
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- Neural Computing & Applications, 2019, v. 31, n. 12, p. 8807, doi. 10.1007/s00521-018-3952-9
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- Article
Optimization of energy management and conversion in the water systems based on evolutionary algorithms.
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- Neural Computing & Applications, 2019, v. 31, n. 10, p. 5951, doi. 10.1007/s00521-018-3412-6
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- Article
GLUE uncertainty analysis of hybrid models for predicting hourly soil temperature and application wavelet coherence analysis for correlation with meteorological variables.
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- Soft Computing - A Fusion of Foundations, Methodologies & Applications, 2021, v. 25, n. 16, p. 10723, doi. 10.1007/s00500-021-06009-4
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- Article
Prediction of daily suspended sediment load (SSL) using new optimization algorithms and soft computing models.
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- Soft Computing - A Fusion of Foundations, Methodologies & Applications, 2021, v. 25, n. 11, p. 7609, doi. 10.1007/s00500-021-05721-5
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- Article
Shannon entropy of performance metrics to choose the best novel hybrid algorithm to predict groundwater level (case study: Tabriz plain, Iran).
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- Environmental Monitoring & Assessment, 2024, v. 196, n. 3, p. 1, doi. 10.1007/s10661-024-12357-z
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- Article
Estimating the transient storage parameters for pollution modeling in small streams: a comparison of newly developed hybrid optimization algorithms.
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- Environmental Monitoring & Assessment, 2021, v. 193, n. 8, p. 1, doi. 10.1007/s10661-021-09269-7
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- Article
Taguchi optimization of micron sized lubricant oil droplet deposition on a hot plate.
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- Journal of Mechanical Science & Technology, 2015, v. 29, n. 8, p. 3277, doi. 10.1007/s12206-015-0726-5
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- Article
Developing an ensembled machine learning model for predicting water quality index in Johor River Basin.
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- Environmental Sciences Europe, 2024, v. 36, n. 1, p. 1, doi. 10.1186/s12302-024-00897-7
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- Article
An advanced hybrid deep learning model for predicting total dissolved solids and electrical conductivity (EC) in coastal aquifers.
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- Environmental Sciences Europe, 2024, v. 36, n. 1, p. 1, doi. 10.1186/s12302-024-00850-8
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- Article
Gaussian mutation–orca predation algorithm–deep residual shrinkage network (DRSN)–temporal convolutional network (TCN)–random forest model: an advanced machine learning model for predicting monthly rainfall and filtering irrelevant data
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- Environmental Sciences Europe, 2024, v. 36, n. 1, p. 1, doi. 10.1186/s12302-024-00841-9
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- Article
Rainfall modeling using two different neural networks improved by metaheuristic algorithms.
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- Environmental Sciences Europe, 2023, v. 35, n. 1, p. 1, doi. 10.1186/s12302-023-00818-0
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- Article
A Developed Multiple Linear Regression (MLR) Model for Monthly Groundwater Level Prediction.
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- Water (20734441), 2023, v. 15, n. 22, p. 3940, doi. 10.3390/w15223940
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- Article
Binary Coati Optimization Algorithm- Multi- Kernel Least Square Support Vector Machine-Extreme Learning Machine Model (BCOA-MKLSSVM-ELM): A New Hybrid Machine Learning Model for Predicting Reservoir Water Level.
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- Water (20734441), 2023, v. 15, n. 8, p. 1593, doi. 10.3390/w15081593
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- Article
Pipeline Scour Rates Prediction-Based Model Utilizing a Multilayer Perceptron-Colliding Body Algorithm.
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- Water (20734441), 2020, v. 12, n. 3, p. 902, doi. 10.3390/w12030902
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- Article
Water Quality Prediction Model Based Support Vector Machine Model for Ungauged River Catchment under Dual Scenarios.
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- Water (20734441), 2019, v. 11, n. 6, p. 1231, doi. 10.3390/w11061231
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- Article
Assessing the Predictability of an Improved ANFIS Model for Monthly Streamflow Using Lagged Climate Indices as Predictors.
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- Water (20734441), 2019, v. 11, n. 6, p. 1130, doi. 10.3390/w11061130
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- Article
Open Channel Sluice Gate Scouring Parameters Prediction: Different Scenarios of Dimensional and Non-Dimensional Input Parameters.
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- Water (20734441), 2019, v. 11, n. 2, p. 353, doi. 10.3390/w11020353
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- Article
Irrigation Management Based on Reservoir Operation with an Improved Weed Algorithm.
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- Water (20734441), 2018, v. 10, n. 9, p. 1267, doi. 10.3390/w10091267
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- Article
Flood Routing in River Reaches Using a Three-Parameter Muskingum Model Coupled with an Improved Bat Algorithm.
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- Water (20734441), 2018, v. 10, n. 9, p. 1130, doi. 10.3390/w10091130
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- Article
The Integration of Nature-Inspired Algorithms with Least Square Support Vector Regression Models: Application to Modeling River Dissolved Oxygen Concentration.
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- Water (20734441), 2018, v. 10, n. 9, p. 1124, doi. 10.3390/w10091124
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- Article
Improving the Muskingum Flood Routing Method Using a Hybrid of Particle Swarm Optimization and Bat Algorithm.
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- Water (20734441), 2018, v. 10, n. 6, p. 807, doi. 10.3390/w10060807
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- Article
Crow Algorithm for Irrigation Management: A Case Study.
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- Water Resources Management, 2020, v. 34, n. 3, p. 1021, doi. 10.1007/s11269-020-02488-6
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- Article
Application of a Coordination Model for a Large Number of Stakeholders with a New Game Theory Model.
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- Water Resources Management, 2019, v. 33, n. 15, p. 5207, doi. 10.1007/s11269-019-02431-4
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- Article
A New Method for Flood Routing Utilizing Four-Parameter Nonlinear Muskingum and Shark Algorithm.
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- Water Resources Management, 2019, v. 33, n. 14, p. 4879, doi. 10.1007/s11269-019-02409-2
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- Article
Multi-Reservoir System Optimization Based on Hybrid Gravitational Algorithm to Minimize Water-Supply Deficiencies.
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- Water Resources Management, 2019, v. 33, n. 8, p. 2741, doi. 10.1007/s11269-019-02238-3
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- Article
Reservoir Operation by a New Evolutionary Algorithm: Kidney Algorithm.
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- Water Resources Management, 2018, v. 32, n. 14, p. 4681, doi. 10.1007/s11269-018-2078-2
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- Article
Synchronizing Artificial Intelligence Models for Operating the Dam and Reservoir System.
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- Water Resources Management, 2018, v. 32, n. 10, p. 3373, doi. 10.1007/s11269-018-1996-3
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- Article
Improved Krill Algorithm for Reservoir Operation.
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- Water Resources Management, 2018, v. 32, n. 10, p. 3353, doi. 10.1007/s11269-018-1995-4
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- Article
Reservoir Optimization for Energy Production Using a New Evolutionary Algorithm Based on Multi-Criteria Decision-Making Models.
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- Water Resources Management, 2018, v. 32, n. 7, p. 2539, doi. 10.1007/s11269-018-1945-1
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- Article
Reducing Irrigation Deficiencies Based Optimizing Model for Multi-Reservoir Systems Utilizing Spider Monkey Algorithm.
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- Water Resources Management, 2018, v. 32, n. 7, p. 2315, doi. 10.1007/s11269-018-1931-7
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- Article
Optimization of Chain-Reservoirs' Operation with a New Approach in Artificial Intelligence.
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- Water Resources Management, 2017, v. 31, n. 7, p. 2085, doi. 10.1007/s11269-017-1625-6
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- Article
Modeling and Uncertainty Analysis of Groundwater Level Using Six Evolutionary Optimization Algorithms Hybridized with ANFIS, SVM, and ANN.
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- Sustainability (2071-1050), 2020, v. 12, n. 10, p. 4023, doi. 10.3390/su12104023
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- Article
Precipitation Forecasting Using Multilayer Neural Network and Support Vector Machine Optimization Based on Flow Regime Algorithm Taking into Account Uncertainties of Soft Computing Models.
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- Sustainability (2071-1050), 2019, v. 11, n. 23, p. 6681, doi. 10.3390/su11236681
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- Article
Development of a Novel Hybrid Optimization Algorithm for Minimizing Irrigation Deficiencies.
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- Sustainability (2071-1050), 2019, v. 11, n. 8, p. 2337, doi. 10.3390/su11082337
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- Article
A Novel Hybrid Evolutionary Data-Intelligence Algorithm for Irrigation and Power Production Management: Application to Multi-Purpose Reservoir Systems.
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- Sustainability (2071-1050), 2019, v. 11, n. 7, p. 1953, doi. 10.3390/su11071953
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- Article
Integrated support vector regression and an improved particle swarm optimization-based model for solar radiation prediction.
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- PLoS ONE, 2019, v. 14, n. 5, p. 1, doi. 10.1371/journal.pone.0217634
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- Article
An improved model based on the support vector machine and cuckoo algorithm for simulating reference evapotranspiration.
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- PLoS ONE, 2019, v. 14, n. 5, p. 1, doi. 10.1371/journal.pone.0217499
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- Article
Optimal operation of hydropower reservoirs under climate change.
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- Environment, Development & Sustainability, 2023, v. 25, n. 10, p. 10627, doi. 10.1007/s10668-022-02497-y
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- Article
An experimental and theoretical investigation on the effects of piston clearance and oil viscosity on Cranktrain friction.
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- Proceedings of the Institution of Mechanical Engineers: Part E: Journal of Process Mechanical Engineering (Sage Publications, Ltd.), 2021, v. 235, n. 6, p. 2230, doi. 10.1177/09544089211036227
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- Article
Operating a reservoir system based on the shark machine learning algorithm.
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- Environmental Earth Sciences, 2018, v. 77, n. 10, p. 1, doi. 10.1007/s12665-018-7546-8
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- Article
Convolutional neural network–multi-kernel radial basis function neural network–salp swarm algorithm: a new machine learning model for predicting effluent quality parameters.
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- Environmental Science & Pollution Research, 2023, v. 30, n. 44, p. 99362, doi. 10.1007/s11356-023-29406-8
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- Article
Self-attention (SA) temporal convolutional network (SATCN)-long short-term memory neural network (SATCN-LSTM): an advanced python code for predicting groundwater level.
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- Environmental Science & Pollution Research, 2023, v. 30, n. 40, p. 92903, doi. 10.1007/s11356-023-28771-8
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- Article
Uncertainty and spatial analysis in wheat yield prediction based on robust inclusive multiple models.
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- Environmental Science & Pollution Research, 2023, v. 30, n. 8, p. 20887, doi. 10.1007/s11356-022-23653-x
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- Article
Rainfall prediction using multiple inclusive models and large climate indices.
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- Environmental Science & Pollution Research, 2022, v. 29, n. 56, p. 85312, doi. 10.1007/s11356-022-21727-4
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- Article
An inclusive multiple model for predicting total sediment transport rate in the presence of coastal vegetation cover based on optimized kernel extreme learning models.
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- Environmental Science & Pollution Research, 2022, v. 29, n. 44, p. 67180, doi. 10.1007/s11356-022-20472-y
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- Article