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Advanced machine learning model for better prediction accuracy of soil temperature at different depths

PloS one, 2020-04, Vol.15 (4), p.e0231055-e0231055

2020

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Suspended sediment load prediction using artificial neural network and ant lion optimization algorithm

Environmental science and pollution research international, 2020-10, Vol.27 (30), p.38094-38116

2020

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Using GIS, Remote Sensing, and Machine Learning to Highlight the Correlation between the Land-Use/Land-Cover Changes and Flash-Flood Potential

Remote sensing (Basel, Switzerland), 2020-05, Vol.12 (9), p.1422

2020

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Integrated support vector regression and an improved particle swarm optimization-based model for solar radiation prediction

PloS one, 2019-05, Vol.14 (5), p.e0217634-e0217634

2019

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Efficient river water quality index prediction considering minimal number of inputs variables

Engineering applications of computational fluid mechanics, 2020-01, Vol.14 (1), p.751-763

2020

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Assessing the Predictability of an Improved ANFIS Model for Monthly Streamflow Using Lagged Climate Indices as Predictors

Water (Basel), 2019-06, Vol.11 (6), p.1130

2019

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Water Quality Prediction Model Based Support Vector Machine Model for Ungauged River Catchment under Dual Scenarios

Water (Basel), 2019-06, Vol.11 (6), p.1231

2019

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Investigation on the Potential to Integrate Different Artificial Intelligence Models with Metaheuristic Algorithms for Improving River Suspended Sediment Predictions

Applied sciences, 2019-10, Vol.9 (19), p.4149

2019

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Feedforward Artificial Neural Network-Based Model for Predicting the Removal of Phenolic Compounds from Water by Using Deep Eutectic Solvent-Functionalized CNTs

Molecules (Basel, Switzerland), 2020-03, Vol.25 (7), p.1511

2020

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Accuracy Enhancement for Zone Mapping of a Solar Radiation Forecasting Based Multi-Objective Model for Better Management of the Generation of Renewable Energy

Energies (Basel), 2019, Vol.12 (14), p.2730

2019

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Biotechnology in Cartoons

1, 2017

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Machine learning methods for better water quality prediction

Journal of hydrology (Amsterdam), 2019-11, Vol.578, p.124084, Article 124084

2019

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Reservoir Evaporation Prediction Modeling Based on Artificial Intelligence Methods

Water (Basel), 2019-06, Vol.11 (6), p.1226

2019

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Pipeline Scour Rates Prediction-Based Model Utilizing a Multilayer Perceptron-Colliding Body Algorithm

Water (Basel), 2020-03, Vol.12 (3), p.902

2020

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Investigating the reliability of machine learning algorithms as a sustainable tool for total suspended solid prediction

Ain Shams Engineering Journal, 2021-06, Vol.12 (2), p.1607-1622

2021

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Application of non-parametric approaches to identify trend in streamflow during 1976–2007 (Naula watershed)

Alexandria engineering journal, 2020-06, Vol.59 (3), p.1595-1606

2020

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Irrigation Management Based on Reservoir Operation with an Improved Weed Algorithm

Water (Basel), 2018-09, Vol.10 (9), p.1267

2018

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Extreme gradient boosting (Xgboost) model to predict the groundwater levels in Selangor Malaysia

Ain Shams Engineering Journal, 2021-06, Vol.12 (2), p.1545-1556

2021

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Modified Approach to Reduce GCM Bias in Downscaled Precipitation: A Study in Ganga River Basin

Water (Basel), 2019-10, Vol.11 (10), p.2097

2019

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PM2.5 forecasting for an urban area based on deep learning and decomposition method

Scientific reports, 2022-10, Vol.12 (1), p.17565-13, Article 17565

2022

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Removal of Pesticides Using Aquatic Plants in Water Resources: A Review

IOP conference series. Earth and environmental science, 2018-06, Vol.164 (1), p.12027

2018

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Application of Artificial Intelligence Models for modeling Water Quality in Groundwater: Comprehensive Review, Evaluation and Future Trends

Water, air, and soil pollution, 2021-10, Vol.232 (10), Article 411

2021

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Artificial neural network model with different backpropagation algorithms and meteorological data for solar radiation prediction

Scientific reports, 2022-06, Vol.12 (1), p.10457-10457, Article 10457

2022

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Sizing first flush pollutant loading of stormwater runoff in tropical urban catchments

Environmental earth sciences, 2014-11, Vol.72 (10), p.4047-4058

2014

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Quantification of mains water savings from decentralised rainwater, greywater, and hybrid rainwater-greywater systems in tropical climatic conditions

Journal of cleaner production, 2018-03, Vol.176, p.946-958

2018

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Advanced machine learning model for better prediction accuracy of soil temperature at different depths

Suspended sediment load prediction using artificial neural network and ant lion optimization algorithm

Using GIS, Remote Sensing, and Machine Learning to Highlight the Correlation between the Land-Use/Land-Cover Changes and Flash-Flood Potential

Integrated support vector regression and an improved particle swarm optimization-based model for solar radiation prediction

Efficient river water quality index prediction considering minimal number of inputs variables

Assessing the Predictability of an Improved ANFIS Model for Monthly Streamflow Using Lagged Climate Indices as Predictors

Water Quality Prediction Model Based Support Vector Machine Model for Ungauged River Catchment under Dual Scenarios

Investigation on the Potential to Integrate Different Artificial Intelligence Models with Metaheuristic Algorithms for Improving River Suspended Sediment Predictions

Feedforward Artificial Neural Network-Based Model for Predicting the Removal of Phenolic Compounds from Water by Using Deep Eutectic Solvent-Functionalized CNTs

Accuracy Enhancement for Zone Mapping of a Solar Radiation Forecasting Based Multi-Objective Model for Better Management of the Generation of Renewable Energy

Biotechnology in Cartoons

Machine learning methods for better water quality prediction

Reservoir Evaporation Prediction Modeling Based on Artificial Intelligence Methods

Pipeline Scour Rates Prediction-Based Model Utilizing a Multilayer Perceptron-Colliding Body Algorithm

Investigating the reliability of machine learning algorithms as a sustainable tool for total suspended solid prediction

Application of non-parametric approaches to identify trend in streamflow during 1976–2007 (Naula watershed)

Irrigation Management Based on Reservoir Operation with an Improved Weed Algorithm

Extreme gradient boosting (Xgboost) model to predict the groundwater levels in Selangor Malaysia

Modified Approach to Reduce GCM Bias in Downscaled Precipitation: A Study in Ganga River Basin

PM2.5 forecasting for an urban area based on deep learning and decomposition method

Removal of Pesticides Using Aquatic Plants in Water Resources: A Review

Application of Artificial Intelligence Models for modeling Water Quality in Groundwater: Comprehensive Review, Evaluation and Future Trends

Artificial neural network model with different backpropagation algorithms and meteorological data for solar radiation prediction

Sizing first flush pollutant loading of stormwater runoff in tropical urban catchments

Quantification of mains water savings from decentralised rainwater, greywater, and hybrid rainwater-greywater systems in tropical climatic conditions

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