Real-time Forecasting of Tidal Saltwater Intrusion in the Pearl River Estuary Based on Machine Learning

YI Jingjing; LIU Dawei; ZHU Yuke; LIU Bingjun

doi:10.3969/j.issn.1001-9235.2025.11.001

English Version Reader LoginJournal Login

您当前的位置：

首页 >

文章列表页 >

Real-time Forecasting of Tidal Saltwater Intrusion in the Pearl River Estuary Based on Machine Learning

更新时间：2025-12-29

- Real-time Forecasting of Tidal Saltwater Intrusion in the Pearl River Estuary Based on Machine Learning
- “In the study of salt tide upstream in the the Pearl River Estuary, experts used LSTM and GRU models to verify and forecast hourly salinity of Pinggang Station in Modaomen Waterway from 2019 to 2023, providing solutions for water supply and consumption security of coastal cities.”
- PEARL RIVER Vol. 46, Issue 11, Pages: 1-8(2025)
- 作者机构：
  
  1.广东省水文局佛山水文分局，广东佛山 528000
  2.中山大学土木工程学院，广东珠海 519085
  3.中山大学水资源与环境研究中心，广东广州 510275
- 作者简介：
- 基金信息：
- DOI：10.3969/j.issn.1001-9235.2025.11.001
  CLC： TV11
- Received：27 March 2025，
  
  Revised：2025-05-13，
  
  Accepted：13 May 2025，
  
  Published Online：20 May 2025，
  
  Published：25 November 2025
- 稿件说明：
移动端阅览
易晶晶，刘大为，祝雨珂，等.基于机器学习的珠江河口咸潮上溯实时预报研究［J］.人民珠江，2025，46（11）：1-8.

YI Jingjing,LIU Dawei,ZHU Yuke,et al.Real-time Forecasting of Tidal Saltwater Intrusion in the Pearl River Estuary Based on Machine Learning[J].PEARL RIVER,2025,46(11):1-8.
易晶晶，刘大为，祝雨珂，等.基于机器学习的珠江河口咸潮上溯实时预报研究［J］.人民珠江，2025，46（11）：1-8. DOI： 10.3969/j.issn.1001-9235.2025.11.001.

YI Jingjing,LIU Dawei,ZHU Yuke,et al.Real-time Forecasting of Tidal Saltwater Intrusion in the Pearl River Estuary Based on Machine Learning[J].PEARL RIVER,2025,46(11):1-8. DOI： 10.3969/j.issn.1001-9235.2025.11.001.

Views

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

Deep Learning-Based Water Level Prediction Model Inspired by Integrator Delay

Flow Prediction Method Combining Physical Model and Deep Learning: A Case Study of Gaodao Station along Lianjiang River

Broken Wire Detection System for PCCPs Based on Raspberry Pi and Deep Learning

Monitoring Method for Road Waterlogging Based on Improved YOLOv8

Deformation Prediction of Wuxijiang Buttress Dam Based on Whale Optimization Algorithm and Transformer

Related Author

TAN Min

WANG Lizhi

LUO Wei

XU Jiangtao

LEI Xiaohui

ZHENG Jun

CHEN Lingqiang

WU Jiahao

Related Institution

CHN Energy Dadu River Big Data Services Co., Ltd.

School of Water Conservancy and Hydroelectric Power, Hebei University of Engineering

China South-to-North Water Diversion Group Water Network Smart Technology Co., Ltd.

School of Information and Electrical Engineering, Hebei University of Engineering

School of Civil Engineering, Tsinghua University

AI导读

AI问答

⁰

Real-time Forecasting of Tidal Saltwater Intrusion in the Pearl River Estuary Based on Machine Learning

DOI：10.3969/j.issn.1001-9235.2025.11.001