Assessment of Multi-Spectral Imagery and Machine Learning Algorithms for Shallow Water Bathymetry Inversion

Assessment of Multi-Spectral Imagery and Machine Learning Algorithms for Shallow Water Bathymetry Inversion

The eastern coastal zone of Hainan Island is an important scenic belt and concentrated area of tourism resources in Hainan Province. Due to natural factors such as sea level rise and human factors such as coastal reclamation, the ecosystem in this area is highly sensitive. Water depth data are cruci...

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Bibliographic Details
Main Authors: Wang Zhaofan, Ma Zicheng, Xiong Zhongzhao, Sun Tiancheng, Huang Zanhui, Fu Dinghui, Chen Liang, Xie Fei, Xie Cuirong, Chen Si
Format: Article
Language:zho
Published: Editorial Committee of Tropical Geography 2023-09-01
Series:Redai dili
Subjects:
landsat-8
sentinel-2
random forest(rf)
support vector machine(svm)
partial least squares regression (plsr)
bathymetry inversion
hainan island
Online Access:http://www.rddl.com.cn/CN/10.13284/j.cnki.rddl.003742

Internet

http://www.rddl.com.cn/CN/10.13284/j.cnki.rddl.003742

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