A critical review on water quality index tool: Genesis, evolution and future directions
Water quality is a substantial measure in coordinating water demand and supply. An
adequate level of freshwater is eminent for biological needs and a vital side of integrated …
adequate level of freshwater is eminent for biological needs and a vital side of integrated …
[HTML][HTML] Critical review on water quality analysis using IoT and machine learning models
Water quality and its management are the most precise concerns confronting humanity
globally. This article evaluates the various sensors used for water quality monitoring and …
globally. This article evaluates the various sensors used for water quality monitoring and …
[HTML][HTML] A comprehensive method for improvement of water quality index (WQI) models for coastal water quality assessment
Here, we present an improved water quality index (WQI) model for assessment of coastal
water quality using Cork Harbour, Ireland, as the case study. The model involves the usual …
water quality using Cork Harbour, Ireland, as the case study. The model involves the usual …
A hybrid model for water quality prediction based on an artificial neural network, wavelet transform, and long short-term memory
J Wu, Z Wang - Water, 2022 - mdpi.com
Clean water is an indispensable essential resource on which humans and other living
beings depend. Therefore, the establishment of a water quality prediction model to predict …
beings depend. Therefore, the establishment of a water quality prediction model to predict …
Development and evaluation of a water quality index for the Iraqi rivers
Water quality evaluation is fundamental for water resources management. Water quality
index (WQI) is an accurate and easily understandable method for assessing water quality for …
index (WQI) is an accurate and easily understandable method for assessing water quality for …
Prediction of irrigation groundwater quality parameters using ANN, LSTM, and MLR models
S Kouadri, CB Pande, B Panneerselvam… - … Science and Pollution …, 2022 - Springer
Forecasting the irrigation groundwater parameters helps plan irrigation water and crop, and
it is commonly expensive because it needs various parameters, mainly in developing …
it is commonly expensive because it needs various parameters, mainly in developing …
[HTML][HTML] Water quality prediction and classification based on principal component regression and gradient boosting classifier approach
Estimating water quality has been one of the significant challenges faced by the world in
recent decades. This paper presents a water quality prediction model utilizing the principal …
recent decades. This paper presents a water quality prediction model utilizing the principal …
A novel hybrid model for water quality prediction based on VMD and IGOA optimized for LSTM
Z Wang, Q Wang, T Wu - Frontiers of Environmental Science & …, 2023 - Springer
Water quality prediction is vital for solving water pollution and protecting the water
environment. In terms of the characteristics of nonlinearity, instability, and randomness of …
environment. In terms of the characteristics of nonlinearity, instability, and randomness of …
Crop water requirements and irrigation schedules for some major crops in Southern Iraq
The climate of Iraq is of the subtropical semi-dry type; however, the country was rich in water
resources until a few decades ago. Climate change and the construction of many dams on …
resources until a few decades ago. Climate change and the construction of many dams on …
A deep learning interpretable model for river dissolved oxygen multi-step and interval prediction based on multi-source data fusion
Z Wang, Q Wang, Z Liu, T Wu - Journal of Hydrology, 2024 - Elsevier
Water bodies experiencing excessively low dissolved oxygen (DO) concentrations cannot
sustain aquatic life and disrupt ecosystem balance, whereas overly high concentrations …
sustain aquatic life and disrupt ecosystem balance, whereas overly high concentrations …