Sustainable groundwater management using stacked LSTM with deep neural network

Wavelet Analysis of Dam Injection and Discharge in Three Gorges Dam and Reservoir with Precipitation and River Discharge

(2022) Lirong Yin et al.   Water

TBSM: A traffic burst-sensitive model for short-term prediction under special events

(2022) Yilong Ren et al.   KNOWLEDGE-BASED SYSTEMS

Nitrogen fertilization weakens the linkage between soil carbon and microbial diversity: A global meta‐analysis

(2022) Yang Yang et al.   GLOBAL CHANGE BIOLOGY

An integrated inversion framework for heterogeneous aquifer structure identification with single-sample generative adversarial network

(2022) Chuanjun Zhan et al.   JOURNAL OF HYDROLOGY

Seismic performance assessment of unsaturated soil slope in different groundwater levels

(2021) Shuai Huang et al.   Landslides

Streamflow prediction using an integrated methodology based on convolutional neural network and long short-term memory networks

(2021) Sujan Ghimire et al.   Scientific Reports

Impact of input, preservation and dilution on organic matter enrichment in lacustrine rift basin: A case study of lacustrine shale in Dehui Depression of Songliao Basin, NE China

(2021) Zhengjian Xu et al.   MARINE AND PETROLEUM GEOLOGY

Statistical Applications to Downscale GRACE-Derived Terrestrial Water Storage Data and to Fill Temporal Gaps

(2020) Hossein Sahour et al.   Remote Sensing

A Deep Learning‐Based Methodology for Precipitation Nowcasting With Radar

(2020) Lei Chen et al.   Earth and Space Science

Can Terrestrial Water Storage Dynamics be Estimated From Climate Anomalies?

(2020) Wenlong Jing et al.   Earth and Space Science

Surrogate optimization of deep neural networks for groundwater predictions

(2020) Juliane Müller et al.   JOURNAL OF GLOBAL OPTIMIZATION

Spatial prediction of groundwater potential mapping based on convolutional neural network (CNN) and support vector regression (SVR)

(2020) Mahdi Panahi et al.   JOURNAL OF HYDROLOGY

Normalized difference vegetation index as the dominant predicting factor of groundwater recharge in phreatic aquifers: case studies across Iran

(2020) Esmaeel Parizi et al.   Scientific Reports

Downscaling GRACE TWSA Data into High-Resolution Groundwater Level Anomaly Using Machine Learning-Based Models in a Glacial Aquifer System

(2019) Wondwosen Seyoum et al.   Remote Sensing

Estimation of groundwater storage from seismic data using deep learning

(2019) Timo Lähivaara et al.   GEOPHYSICAL PROSPECTING

Spatio-Temporal Groundwater Drought Monitoring Using Multi-Satellite Data Based on an Artificial Neural Network

(2019) Seo et al.   Water

Multi-ChannelWeather Radar Echo Extrapolation with Convolutional Recurrent Neural Networks

(2019) Tran et al.   Remote Sensing

The Sensitivity of North American Terrestrial Carbon Fluxes to Spatial and Temporal Variation in Soil Moisture: An Analysis Using Radar‐Derived Estimates of Root‐Zone Soil Moisture

(2019) Ke Zhang et al.   Journal of Geophysical Research-Biogeosciences

Groundwater Estimation from Major Physical Hydrology Components Using Artificial Neural Networks and Deep Learning

(2019) Hassan Afzaal et al.   Water

Understanding Terrestrial Water Storage Declining Trends in the Yellow River Basin

(2019) Wenlong Jing et al.   JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES

Return of the features. Efficient feature selection and interpretation for photometric redshifts

(2018) A. D'Isanto et al.   ASTRONOMY & ASTROPHYSICS

Prediction of GWL with the help of GRACE TWS for unevenly spaced time series data in India : Analysis of comparative performances of SVR, ANN and LRM

(2018) Amritendu Mukherjee et al.   JOURNAL OF HYDROLOGY

Return of the features. Efficient feature selection and interpretation for photometric redshifts

(2018) A. D'Isanto et al.   ASTRONOMY & ASTROPHYSICS

Comparison of random forests and support vector machine for real-time radar-derived rainfall forecasting

(2017) Pao-Shan Yu et al.   JOURNAL OF HYDROLOGY

Machine learning algorithms for modeling groundwater level changes in agricultural regions of the U.S.

(2017) S. Sahoo et al.   WATER RESOURCES RESEARCH