Cargando…

Predicting Groundwater Indicator Concentration Based on Long Short-Term Memory Neural Network: A Case Study

Prediction of groundwater quality is an essential step for sustainable utilization of water resources. Most of the related research in the study area focuses on water distribution and rational utilization of resources but lacks results on groundwater quality prediction. Therefore, this paper introdu...

Descripción completa

Detalles Bibliográficos
Autores principales:	Liu, Chao, Xu, Mingshuang, Liu, Yufeng, Li, Xuefei, Pang, Zonglin, Miao, Sheng
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9735445/ https://www.ncbi.nlm.nih.gov/pubmed/36497698 http://dx.doi.org/10.3390/ijerph192315612

Ejemplares similares

A Particulate Matter Concentration Prediction Model Based on Long Short-Term Memory and an Artificial Neural Network
por: Park, Junbeom, et al.
Publicado: (2021)

Chemical characteristics of groundwater and source identification in a coastal city
por: Miao, Qun, et al.
Publicado: (2021)

Mathematical processing of trading strategy based on long short-term memory neural network model
por: Wang, Han-Yang, et al.
Publicado: (2022)

Prediction of gait trajectories based on the Long Short Term Memory neural networks
por: Zaroug, Abdelrahman, et al.
Publicado: (2021)

Splice Junction Identification using Long Short-Term Memory Neural Networks
por: Regan, Kevin, et al.
Publicado: (2021)

Long-Term Response of Groundwater Nitrate Concentrations to Management Regulations in Nebraska's Central Platte Valley
por: Exner, Mary E., et al.
Publicado: (2010)

Short-Term Memory and Long-Term Memory are Still Different
por: Norris, Dennis
Publicado: (2017)

Research on Emotion Analysis and Psychoanalysis Application With Convolutional Neural Network and Bidirectional Long Short-Term Memory
por: Liu, Baitao
Publicado: (2022)

Language Identification in Short Utterances Using Long Short-Term Memory (LSTM) Recurrent Neural Networks
por: Zazo, Ruben, et al.
Publicado: (2016)

Biomedical word sense disambiguation with bidirectional long short-term memory and attention-based neural networks
por: Zhang, Canlin, et al.
Publicado: (2019)

Predicting machine's performance record using the stacked long short‐term memory (LSTM) neural networks
por: Ma, Min, et al.
Publicado: (2022)

Continuous Timescale Long-Short Term Memory Neural Network for Human Intent Understanding
por: Yu, Zhibin, et al.
Publicado: (2017)

Suspended sediment load prediction using long short-term memory neural network
por: AlDahoul, Nouar, et al.
Publicado: (2021)

Long short-term memory (LSTM) recurrent neural network for muscle activity detection
por: Ghislieri, Marco, et al.
Publicado: (2021)

OCLSTM: Optimized convolutional and long short-term memory neural network model for protein secondary structure prediction
por: Zhao, Yawu, et al.
Publicado: (2021)

Evaluation of Electrical Impedance Spectra by Long Short-Term Memory to Estimate Nitrate Concentrations in Soil
por: Ma, Xiaohu, et al.
Publicado: (2023)

Exploiting deep neural network and long short-term memory method-ologies in bioacoustic classification of LPC-based features
por: Gong, Cihun-Siyong Alex, et al.
Publicado: (2021)

Long Short-Term Memory Neural Network with Transfer Learning and Ensemble Learning for Remaining Useful Life Prediction
por: Wang, Lixiong, et al.
Publicado: (2022)

Empirical mode decomposition based long short-term memory neural network forecasting model for the short-term metro passenger flow
por: Chen, Quanchao, et al.
Publicado: (2019)

Implementation of Long Short-Term Memory Neural Networks in High-Level Synthesis Targeting FPGAs
por: Rao, Richa
Publicado: (2020)

Exploiting Graphoelements and Convolutional Neural Networks with Long Short Term Memory for Classification of the Human Electroencephalogram
por: Nejedly, P., et al.
Publicado: (2019)

Long short‐term memory‐based neural decoding of object categories evoked by natural images
por: Huang, Wei, et al.
Publicado: (2020)

Lower Limb Kinematics Trajectory Prediction Using Long Short-Term Memory Neural Networks
por: Zaroug, Abdelrahman, et al.
Publicado: (2020)

Forecasting stock prices with long-short term memory neural network based on attention mechanism
por: Qiu, Jiayu, et al.
Publicado: (2020)

Monitoring ICU Mortality Risk with A Long Short-Term Memory Recurrent Neural Network
por: Yu, Ke, et al.
Publicado: (2020)

Application of long short-term memory neural network technique for predicting monthly pan evaporation
por: Abed, Mustafa, et al.
Publicado: (2021)

Visual continuous recognition reveals behavioral and neural differences for short- and long-term scene memory
por: Ellmore, Timothy M., et al.
Publicado: (2022)

Evolving Long Short-Term Memory Networks
por: Lobo Neto, Vicente Coelho, et al.
Publicado: (2020)

A Graph Fourier Transform Based Bidirectional Long Short-Term Memory Neural Network for Electrophysiological Source Imaging
por: Jiao, Meng, et al.
Publicado: (2022)

Landmark tracking in liver US images using cascade convolutional neural networks with long short-term memory
por: Zhang, Yupei, et al.
Publicado: (2023)

Global Groundwater Solute Composition and Concentrations
por: Wood, Warren W., et al.
Publicado: (2022)

Groundwater nitrate contamination: Factors and indicators
por: Wick, Katharina, et al.
Publicado: (2012)

Neural correlates of short-term memory in primate auditory cortex
por: Bigelow, James, et al.
Publicado: (2014)

Device-Free Human Activity Recognition with Low-Resolution Infrared Array Sensor Using Long Short-Term Memory Neural Network
por: Yin, Cunyi, et al.
Publicado: (2021)

DeepACLSTM: deep asymmetric convolutional long short-term memory neural models for protein secondary structure prediction
por: Guo, Yanbu, et al.
Publicado: (2019)

GIS Partial Discharge Pattern Recognition Based on a Novel Convolutional Neural Networks and Long Short-Term Memory
por: Liu, Tingliang, et al.
Publicado: (2021)

Correction: Empirical mode decomposition based long short-term memory neural network forecasting model for the short-term metro passenger flow
por: Chen, Quanchao, et al.
Publicado: (2020)

National Assessment of Long-Term Groundwater Response to Pesticide Regulation
por: Kim, Hyojin, et al.
Publicado: (2022)

Online Prediction of Ship Behavior with Automatic Identification System Sensor Data Using Bidirectional Long Short-Term Memory Recurrent Neural Network
por: Gao, Miao, et al.
Publicado: (2018)

Long-term exposure to low concentrations of polycyclic aromatic hydrocarbons and alterations in platelet indices: A longitudinal study in China
por: Cui, Jing, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_vn1c1n0p6gnfhqsuoajrd79eno