Predicting and analysing the quality of water resources for industrial purposes using integrated data-intelligent algorithms
JC Egbueri - Groundwater for Sustainable Development, 2022 - Elsevier
The continuous increase in the rate of industrialization in developing countries, in recent
times, calls for continuous industrial water quality assessment and prediction. This is to …
times, calls for continuous industrial water quality assessment and prediction. This is to …
Combining data-intelligent algorithms for the assessment and predictive modeling of groundwater resources quality in parts of southeastern Nigeria
JC Egbueri, JC Agbasi - Environmental Science and Pollution Research, 2022 - Springer
Abstract Machine learning algorithms have proven useful in the estimation, classification,
and prediction of water quality parameters. Similarly, indexical modeling has enhanced the …
and prediction of water quality parameters. Similarly, indexical modeling has enhanced the …
Data-driven soft computing modeling of groundwater quality parameters in southeast Nigeria: comparing the performances of different algorithms
JC Egbueri, JC Agbasi - Environmental Science and Pollution Research, 2022 - Springer
In recent decades, the simulation and modeling of water quality parameters have been
useful for monitoring and assessment of the quality of water resources. Moreover, the use of …
useful for monitoring and assessment of the quality of water resources. Moreover, the use of …
An Integrated GIS and Machine-Learning Technique for Groundwater Quality Assessment and Prediction in Southern Saudi Arabia
One of the most critical stages for developing groundwater resources for drinking water use
is assessing the water quality. The use of a Water Quality Index (WQI) is considered an …
is assessing the water quality. The use of a Water Quality Index (WQI) is considered an …
Performances of MLR, RBF-NN, and MLP-NN in the evaluation and prediction of water resources quality for irrigation purposes under two modeling scenarios
JC Egbueri, JC Agbasi - Geocarto International, 2022 - Taylor & Francis
One of the pivotal decision-making tools for sustainable management of water resources for
various uses is accurate prediction of water quality. In the present paper, multiple linear …
various uses is accurate prediction of water quality. In the present paper, multiple linear …
Application of artificial intelligence models for modeling water quality in groundwater: comprehensive review, evaluation and future trends
MS Hanoon, AN Ahmed, CM Fai, AH Birima… - Water, Air, & Soil …, 2021 - Springer
This study reported the state of the art of different artificial intelligence (AI) methods for
groundwater quality (GWQ) modeling and introduce a brief description of common AI …
groundwater quality (GWQ) modeling and introduce a brief description of common AI …
Recent advances in surface water quality prediction using artificial intelligence models
Q Zhang, X You - Water Resources Management, 2024 - Springer
Accurate water quality prediction plays a vital role in sustainable water management. The
artificial intelligence models commonly used in water management including artificial neural …
artificial intelligence models commonly used in water management including artificial neural …
Exploring artificial intelligence techniques for groundwater quality assessment
Freshwater quality and quantity are some of the fundamental requirements for sustaining
human life and civilization. The Water Quality Index is the most extensively used parameter …
human life and civilization. The Water Quality Index is the most extensively used parameter …
Modeling of groundwater quality index by using artificial intelligence algorithms in northern Khartoum State, Sudan
In the present study, multilayer perceptron (MLP) neural network and support vector
regression (SVR) models were developed to assess the suitability of groundwater for …
regression (SVR) models were developed to assess the suitability of groundwater for …
Indexical and artificial neural network modeling of the quality, corrosiveness, and encrustation potential of groundwater in industrialized metropolises, Southeast …
JC Egbueri, CO Unigwe, JC Agbasi… - Environment …, 2023 - Springer
Adequate evaluation, monitoring, and prediction of groundwater resources are essential
because humans heavily rely on groundwater for drinking, domestic, and industrial needs …
because humans heavily rely on groundwater for drinking, domestic, and industrial needs …