Groundwater level modeling with machine learning: a systematic review and meta-analysis
Groundwater is a vital source of freshwater, supporting the livelihood of over two billion
people worldwide. The quantitative assessment of groundwater resources is critical for …
people worldwide. The quantitative assessment of groundwater resources is critical for …
[HTML][HTML] Determining uncertainties in AI applications in AEC sector and their corresponding mitigation strategies
Y An, H Li, T Su, Y Wang - Automation in Construction, 2021 - Elsevier
Abstract The Artificial Intelligence (AI) methodologies and techniques have been used to
solve a wide spectrum of engineering problems in Architectural, Engineering and …
solve a wide spectrum of engineering problems in Architectural, Engineering and …
Long-term trend detection and spatiotemporal analysis of groundwater levels using GIS techniques in Lower Bhavani River basin, Tamil Nadu, India
Groundwater resources are used in various parts of the world to meet out drinking water
supply, irrigational practices and industrial applications. These valuable resources are …
supply, irrigational practices and industrial applications. These valuable resources are …
Groundwater level modeling with hybrid artificial intelligence techniques
R Bahmani, TBMJ Ouarda - Journal of hydrology, 2021 - Elsevier
It is necessary to properly simulate groundwater levels in order to ensure an adequate
management of scarce water resources. However, simulating groundwater levels accurately …
management of scarce water resources. However, simulating groundwater levels accurately …
Groundwater level forecasting using soft computing techniques
N Natarajan, C Sudheer - Neural Computing and Applications, 2020 - Springer
Abstract Knowledge of groundwater level is very important in studies dealing with utilization
and management of groundwater supply. Earlier studies have reported that ELM performs …
and management of groundwater supply. Earlier studies have reported that ELM performs …
Groundwater level simulation using gene expression programming and M5 model tree combined with wavelet transform
In order to understand and adequately manage hydrological stress, it is necessary to
simulate groundwater levels accurately. In this research, gene expression programming …
simulate groundwater levels accurately. In this research, gene expression programming …
Groundwater budget forecasting, using hybrid wavelet-ANN-GP modelling: a case study of Azarshahr Plain, East Azerbaijan, Iran
Meticulous prediction of hydrological processes, especially water budget, has an individual
importance in environmental management plans. On the other hand, conservation of …
importance in environmental management plans. On the other hand, conservation of …
Groundwater level prediction using genetic programming: the importance of precipitation data and weather station location on model accuracy
Groundwater (GW) level prediction is important for effective GW resource management. It is
hypothesized that using precipitation data in GW level modelling will increase the overall …
hypothesized that using precipitation data in GW level modelling will increase the overall …
Groundwater trend analysis and regional groundwater drought assessment of a semi-arid region of Rajasthan, India
J Barman, B Biswas, DDL Soren - Environment, Development and …, 2023 - Springer
Groundwater, being an important natural resource, has a dynamic character owing to
climate change. The precarious nature of groundwater, especially in the arid and semi-arid …
climate change. The precarious nature of groundwater, especially in the arid and semi-arid …
Formulation of Shannon entropy model averaging for groundwater level prediction using artificial intelligence models
A two-level modeling strategy is formulated to predict groundwater levels (GWL) within a
portion of Lake Urmia's aquifer in NW Iran during 14 years (2001–2015), which both aquifer …
portion of Lake Urmia's aquifer in NW Iran during 14 years (2001–2015), which both aquifer …