Water quality index modeling using random forest and improved SMO algorithm for support vector machine in Saf-Saf river basin

B Sakaa, A Elbeltagi, S Boudibi, H Chaffaï… - … Science and Pollution …, 2022 - Springer
The water quality index is one of the prominent general indicators to assess and classify
surface water quality, which plays a critical role in river water resources practices. This …

Forecasting water quality index in groundwater using artificial neural network

M Kulisz, J Kujawska, B Przysucha, W Cel - Energies, 2021 - mdpi.com
Groundwater quality monitoring in the vicinity of drilling sites is crucial for the protection of
water resources. Selected physicochemical parameters of waters were marked in the study …

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 …

Groundwater quality: The application of artificial intelligence

MH Al-Adhaileh, THH Aldhyani… - … and Public Health, 2022 - Wiley Online Library
Humans and all other living things depend on having access to clean water, as it is an
indispensable essential resource. Therefore, the development of a model that can predict …

Integrating geostatistical methods and neural networks for enhanced transmissivity mapping in the heterogeneous Annaba aquifer system (SE Algeria)

S Hani, S Boudibi, N Bougherira, B Sakaa… - Modeling Earth Systems …, 2024 - Springer
The heterogeneity of the Annaba plain aquifer, located in northeastern Algeria and
characterized by a temperate Mediterranean climate with hot and dry summers, coupled with …

Evaluation of the Environmental Integrity of the Al-Dujaila River by Using the Weight Water Quality Index

RM Salman, ZZ Al-Janabi - Egyptian Journal of Aquatic Biology and …, 2024 - journals.ekb.eg
The water quality index (WQI) is a practical and comprehensive technique to evaluate water
quality. It is often employed to assess water quality in simple terms and determine its …

[PDF][PDF] Forecasting Water Quality Index in Groundwater Using Artificial Neural Network. Energies 2021, 14, 5875

M Kulisz, J Kujawska, B Przysucha, W Cel - 2021 - academia.edu
Groundwater quality monitoring in the vicinity of drilling sites is crucial for the protection of
water resources. Selected physicochemical parameters of waters were marked in the study …

[PDF][PDF] TEMPORAL FUSION TRANSFORMER AND TRANSFER LEARNING FOR TIME SERIES RIVER WATER QUALITY PREDICTION MODEL

P Jitha, MS Vijaya - 2023 - dspaceir.psgrkcw.com
Two distinct datasets have been generated using the physiochemical and seasonal
parameters of Bhavani River water for the period January 2016 to December 2020, and two …

[PDF][PDF] Research Article Groundwater Quality: The Application of Artificial Intelligence

MH Al-Adhaileh, THH Aldhyani, FW Alsaade… - 2022 - academia.edu
Humans and all other living things depend on having access to clean water, as it is an
indispensable essential resource. erefore, the development of a model that can predict …

[PDF][PDF] ARTICLE INFO ABSTRACT

RM Salman, ZZ Al-Janabi - ejabf.journals.ekb.eg
One of the most significant irrigation projects on the Tigris River is the Kut Dam, which
regulates water flow between Wasit, Maysan, and Dhi Qar Governorates. Moreover, several …