Coupling and Comparison of Physical Mechanism and Machine Learning Models for Water Level Simulation in Plain River Network Area

Coupling and Comparison of Physical Mechanism and Machine Learning Models for Water Level Simulation in Plain River Network Area

In this study, the JiaoGang Basin in the Yangtze River Delta plains of the river network area was the research object. A basin water level simulation model was constructed based on the physical mechanism model and Mike software, and the parameters were calibrated and validated. Based on the dataset...

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Bibliographic Details
Main Authors: Xiaoqing Gao, Yunzhu Liu, Cheng Gao, Dandan Qing, Qian Wang, Yulong Cai
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Applied Sciences
Subjects:
physical mechanism model
machine learning models
water level simulation
plain river network area
Online Access:https://www.mdpi.com/2076-3417/14/24/12008
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