Evaluation and prediction of groundwater quality for irrigation using an integrated water quality indices, machine learning models and GIS approaches: A …
Agriculture has significantly aided in meeting the food needs of growing population. In
addition, it has boosted economic development in irrigated regions. In this study, an …
addition, it has boosted economic development in irrigated regions. In this study, an …
Application of water quality indices, machine learning approaches, and GIS to identify groundwater quality for irrigation purposes: A case study of Sahara Aquifer …
In order to evaluate and project the quality of groundwater utilized for irrigation in the Sahara
aquifer in Algeria, this research employed irrigation water quality indices (IWQIs), artificial …
aquifer in Algeria, this research employed irrigation water quality indices (IWQIs), artificial …
Assessment of groundwater suitability for sustainable irrigation: a comprehensive study using indexical, statistical, and machine learning approaches
Groundwater quality for irrigation purposes varies across regions, countries, and specific
locations, primarily due to factors such as groundwater extraction and utilization methods …
locations, primarily due to factors such as groundwater extraction and utilization methods …
Evaluation of groundwater quality for irrigation in deep aquifers using multiple graphical and indexing approaches supported with machine learning models and GIS …
Irrigation has made a significant contribution to supporting the population's expanding food
demands, as well as promoting economic growth in irrigated regions. The current …
demands, as well as promoting economic growth in irrigated regions. The current …
Fuzzy logic, geostatistics, and multiple linear models to evaluate irrigation metrics and their influencing factors in a drought-prone agricultural region
SMR Al Zihad, ARMT Islam, MAB Siddique… - Environmental …, 2023 - Elsevier
The quality of water used for irrigation is one of the major threats to maintaining the long-
term sustainability of agricultural practices. Although some studies have addressed the …
term sustainability of agricultural practices. Although some studies have addressed the …
Assessment of surface water quality using the water quality index (IWQ), multivariate statistical analysis (MSA) and geographic information system (GIS) in Oued Laou …
Surface water is used for a variety of purposes, including agriculture, drinking water, and
other services. Therefore, its quality is crucial for irrigation, human welfare, and health. Thus …
other services. Therefore, its quality is crucial for irrigation, human welfare, and health. Thus …
Water quality evaluation and prediction using irrigation indices, artificial neural networks, and partial least square regression models for the Nile River, Egypt
Water quality is identically important as quantity in terms of meeting basic human needs.
Therefore, evaluating the surface-water quality and the associated hydrochemical …
Therefore, evaluating the surface-water quality and the associated hydrochemical …
Metaheuristic approaches for prediction of water quality indices with relief algorithm-based feature selection
Monitoring and assessing groundwater quality are important for sustainable water resource
management. Therefore, the present study aimed to analyze and predict the water quality …
management. Therefore, the present study aimed to analyze and predict the water quality …
Combination of discretization regression with data-driven algorithms for modeling irrigation water quality indices
PK Singh, J Rajput, D Kumar, V Gaddikeri… - Ecological …, 2023 - Elsevier
Forecasting water quality parameters helps plan crop selection and irrigation strategies but
is often costly because many parameters are required, particularly in developing nations …
is often costly because many parameters are required, particularly in developing nations …
Conjunct application of machine learning and game theory in groundwater quality mapping
Groundwater quality (GWQ) monitoring is one of the best environmental objectives due to
recent droughts and urban and rural development. Therefore, this study aimed to map GWQ …
recent droughts and urban and rural development. Therefore, this study aimed to map GWQ …