Water Quality Inversion of a Typical Rural Small River in Southeastern China Based on UAV Multispectral Imagery: A Comparison of Multiple Machine Learning Algorithms

Water Quality Inversion of a Typical Rural Small River in Southeastern China Based on UAV Multispectral Imagery: A Comparison of Multiple Machine Learning Algorithms

Remote sensing technology applications for water quality inversion in large rivers are common. However, their application to medium/small-sized water bodies within rural areas is limited due to the low spatial resolution of remote sensing images. In this work, a typical small rural river was selecte...

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Bibliographic Details
Main Authors: Yujie Chen, Ke Yao, Beibei Zhu, Zihao Gao, Jie Xu, Yucheng Li, Yimin Hu, Fei Lin, Xuesheng Zhang
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Water
Subjects:
UAV multispectral data
Catboost Regression
total nitrogen and total phosphorus
turbidity
medium/small-sized water bodies
small sample size
Online Access:https://www.mdpi.com/2073-4441/16/4/553

Internet

https://www.mdpi.com/2073-4441/16/4/553

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