UAV Multispectral Image-Based Urban River Water Quality Monitoring Using Stacked Ensemble Machine Learning Algorithms—A Case Study of the Zhanghe River, China

Timely monitoring of inland water quality using unmanned aerial vehicle (UAV) remote sensing is critical for water environmental conservation and management. In this study, two UAV flights were conducted (one in February and the other in December 2021) to acquire images of the Zhanghe River (China),...

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Bibliographic Details
Main Authors: Yi Xiao, Yahui Guo, Guodong Yin, Xuan Zhang, Yu Shi, Fanghua Hao, Yongshuo Fu
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Remote Sensing
Subjects:
Online Access:https://www.mdpi.com/2072-4292/14/14/3272