[HTML][HTML] Groundwater level prediction using machine learning models: A comprehensive review
H Tao, MM Hameed, HA Marhoon… - Neurocomputing, 2022 - Elsevier
Developing accurate soft computing methods for groundwater level (GWL) forecasting is
essential for enhancing the planning and management of water resources. Over the past two …
essential for enhancing the planning and management of water resources. Over the past two …
A review of the artificial intelligence methods in groundwater level modeling
T Rajaee, H Ebrahimi, V Nourani - Journal of hydrology, 2019 - Elsevier
This study is a review to the special issue on artificial intelligence (AI) methods for
groundwater level (GWL) modeling and forecasting, and presents a brief overview of the …
groundwater level (GWL) modeling and forecasting, and presents a brief overview of the …
Past, present and perspective methodology for groundwater modeling-based machine learning approaches
Growing population and rapid urbanization are among the major causes of ground water
level (GWL) depletion. Modeling GWL is considered as tough task as the GWL variation …
level (GWL) depletion. Modeling GWL is considered as tough task as the GWL variation …
Modelling groundwater level fluctuations by ELM merged advanced metaheuristic algorithms using hydroclimatic data
The accurate assessment of groundwater levels is critical to water resource management.
With global warming and climate change, its significance has become increasingly evident …
With global warming and climate change, its significance has become increasingly evident …
Combining chemometrics and sensors: Toward new applications in monitoring and environmental analysis
For many years, an extensive array of chemometric methods have provided a platform upon
which a quantitative description of environmental conditions can be obtained. Applying …
which a quantitative description of environmental conditions can be obtained. Applying …
Explore spatio-temporal PM2. 5 features in northern Taiwan using machine learning techniques
The complex mixtures of local emission sources and regional transportations of air
pollutants make accurate PM2. 5 prediction a very challenging yet crucial task, especially …
pollutants make accurate PM2. 5 prediction a very challenging yet crucial task, especially …
Chemometric approach in environmental pollution analysis: A critical review
With the ever-increasing global population and industrialization, it has become a call of the
hour to start taking care of the environment to balance the ecosystem. For this, effective …
hour to start taking care of the environment to balance the ecosystem. For this, effective …
Vegetation response to climate conditions based on NDVI simulations using stepwise cluster analysis for the Three-River Headwaters region of China
Y Zheng, J Han, Y Huang, SR Fassnacht, S Xie, E Lv… - Ecological …, 2018 - Elsevier
Located in the hinterland of the Qinghai-Tibet Plateau, the Three-River Headwaters region
(THR) features unique eco-environmental conditions and fragile ecosystems, which are very …
(THR) features unique eco-environmental conditions and fragile ecosystems, which are very …
Spatial variation modelling of groundwater electrical conductivity using geostatistics and GIS
J Seyedmohammadi, L Esmaeelnejad… - Modeling earth systems …, 2016 - Springer
Optimized management of water resources, conservation and their quality increase is
needful with data existence in basis of situation, amount and distribution of water chemical …
needful with data existence in basis of situation, amount and distribution of water chemical …
A multivariate statistical input–output model for analyzing water-carbon nexus system from multiple perspectives-Jing-Jin-Ji region
PP Wang, YP Li, GH Huang, SG Wang - Applied Energy, 2022 - Elsevier
Water scarcity and carbon dioxide (CO 2) emission continue to be challenges faced by
decision makers in urban and regional scales. In this study, a multivariate statistical input …
decision makers in urban and regional scales. In this study, a multivariate statistical input …