PCA-based multivariate LSTM model for predicting natural groundwater level variations in a time-series record affected by anthropogenic factors

Infilling the missing values of groundwater level using time and space series: case of Nantong City, east coast of China

(2020) Liang He et al.   Earth Science Informatics

Reconstruction of missing groundwater level data by using Long Short-Term Memory (LSTM) deep neural network

(2020) M.T. Vu et al.   JOURNAL OF HYDROLOGY

Interaction of Surface Water and Groundwater Influenced by Groundwater Over-Extraction, Waste Water Discharge and Water Transfer in Xiong’an New Area, China

(2019) Meijia Zhu et al.   Water

Interpretation of groundwater hydrographs in the West Thessaly basin, Greece, using principal component analysis

(2019) S. Seferli et al.   Environmental Earth Sciences

Characterizing groundwater and surface-water interaction using hydrograph-separation techniques and groundwater-level data throughout the Mississippi Delta, USA

(2019) Courtney D. Killian et al.   HYDROGEOLOGY JOURNAL

Quasi‐Saturated Layer: Implications for Estimating Recharge and Groundwater Modeling

(2019) Roger D. Gonçalves et al.   Groundwater

Are Groundwater Monitoring Networks Economical? Cost-Benefit Analysis on the Long-Term Groundwater Supply Project of South Korea

(2019) Sun G. Kim et al.   Water

Application of Long Short-Term Memory (LSTM) Neural Network for Flood Forecasting

(2019) Le et al.   Water

Potential impacts of climate change on groundwater levels on the Kerdi-Shirazi plain, Iran

(2018) Mahtab Zamanirad et al.   Environmental Earth Sciences

Recharge estimation from discrete water-table datasets in a coastal shallow aquifer in a humid subtropical climate

(2018) Fabrizio Rama et al.   HYDROGEOLOGY JOURNAL

Response of the groundwater system in the Guanzhong Basin (central China) to climate change and human activities

(2018) Wenke Wang et al.   HYDROGEOLOGY JOURNAL

Developing a Long Short-Term Memory (LSTM) based model for predicting water table depth in agricultural areas

(2018) Jianfeng Zhang et al.   JOURNAL OF HYDROLOGY

Groundwater Level Prediction/Forecasting and Assessment of Uncertainty Using SGS and ARIMA Models: A Case Study in the Bauru Aquifer System (Brazil)

(2018) Eduardo Henrique de Moraes Takafuji et al.   Natural Resources Research

Spatial dynamic assessment of health risks for urban river cruises

(2018) Cheng-Shin Jang et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Trend Analysis of Groundwater Levels and Assessment of Regional Groundwater Drought: Ghataprabha River Basin, India

(2018) Abhishek A. Pathak et al.   Natural Resources Research

A method to improve the stability and accuracy of ANN- and SVM-based time series models for long-term groundwater level predictions

(2016) Heesung Yoon et al.   COMPUTERS & GEOSCIENCES

Drought-Proofing Groundwater

(2016) William M. Alley   Groundwater

Analysis of groundwater-level response to rainfall and estimation of annual recharge in fractured hard rock aquifers, NW Ireland

(2016) Zuansi Cai et al.   JOURNAL OF HYDROLOGY

Drought-Proofing Groundwater

(2016) William M. Alley   Groundwater

Principal component analysis and hierarchical cluster analyses of arsenic groundwater geochemistry in the Hetao basin, Inner Mongolia

(2015) Yuxiao Jiang et al.   CHEMIE DER ERDE-GEOCHEMISTRY

Improved simulation of river water and groundwater exchange in an alluvial plain using the SWAT model

(2015) X. Sun et al.   HYDROLOGICAL PROCESSES