Multispectral versus texture features from ZiYuan-3 for recognizing on deciduous tree species with cloud and SVM models

Abstract Tree species recognition accuracy greatly affects forest remote sensing mapping and forestry resource monitoring. The multispectral and texture features of the remote sensing images from the ZiYuan-3 (ZY-3) satellite at two phenological phases of autumn and winter (September 29th and Decemb...

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Bibliographic Details
Main Authors: Xiao Liu, Ling Wang, Xiaolu Liu, Langping Li, Xicun Zhu, Chunyan Chang, Hengxing Lan
Format: Article
Language:English
Published: Nature Portfolio 2023-05-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-28532-0