[HTML][HTML] Critical review on water quality analysis using IoT and machine learning models

P Jayaraman, KK Nagarajan, P Partheeban… - International journal of …, 2024 - Elsevier
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 …

[HTML][HTML] Harnessing machine learning for assessing climate change influences on groundwater resources: a comprehensive review

A Bamal, MG Uddin, AI Olbert - Heliyon, 2024 - cell.com
Climate change is a major concern for a range of environmental issues including water
resources especially groundwater. Recent studies have reported significant impact of …

[HTML][HTML] Evaluation of groundwater potential using ANN-based mountain gazelle optimization: a framework to achieve SDGs in East El Oweinat, Egypt

ME Abd-Elmaboud, AM Saqr, M El-Rawy… - Journal of Hydrology …, 2024 - Elsevier
Study region A pilot case study in East El Oweinat (PCSEO), Egypt. Study focus An artificial
neural network (ANN)-based mountain gazelle optimization (MGO) model was applied to …

[HTML][HTML] Spatial prediction of groundwater potential and driving factor analysis based on deep learning and geographical detector in an arid endorheic basin

Z Wang, J Wang, J Han - Ecological Indicators, 2022 - Elsevier
Substantial mineral resources are enriched in the arid endorheic basins; however, due to
environmental constraints, these areas face water shortages as well as its extremely uneven …

[HTML][HTML] Convolutional neural network and long short-term memory algorithms for groundwater potential map** in Anseong, South Korea

WL Hakim, AS Nur, F Rezaie, M Panahi, CW Lee… - Journal of Hydrology …, 2022 - Elsevier
Study region The study area was the Anseong-si area that located in the southernmost part
of Gyeonggi-do Province at 127° 19′ E, 36° 82′ N. Anseong has a transitional climate …

Forecasting monthly pan evaporation using hybrid additive regression and data-driven models in a semi-arid environment

A Elbeltagi, M Al-Mukhtar, NL Kushwaha… - Applied Water …, 2023 - Springer
Exact estimation of evaporation rates is very important in a proper planning and efficient
operation of water resources projects and agricultural activities. Evaporation is affected by …

Groundwater quality for irrigation in an arid region—application of fuzzy logic techniques

O Dhaoui, B Agoubi, IM Antunes, L Tlig… - … Science and Pollution …, 2023 - Springer
Groundwater is the main source to answer the irrigation supply in several arid and semi-arid
areas. In the present work, groundwater quality for irrigation purposes in the arid region of …

Assessment of groundwater potential and determination of influencing factors using remote sensing and machine learning algorithms: A study of Nainital district of …

Y Sharma, R Ahmed, TK Saha, N Bhuyan… - Groundwater for …, 2024 - Elsevier
Exponential increase in population, rapid urbanization and industrialization have increased
the demand of water globally. Groundwater is an important resource in hilly and …