2023
DOI: 10.1038/s41598-023-28532-0
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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 December 7th) were selected for constructing and optimizing sensitive spectral indices and texture indices. Multidimensional cloud model and support vector machine (SVM) model were constructed by the screened spectral and texture … Show more

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